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b/data/ppo_atari_lam70_bankheist_2026_01_08_131453/info/ppo_atari_lam70_bankheist_t0_trial_metrics_scalar.json new file mode 100644 index 0000000000000000000000000000000000000000..a138c0bdbf29cf92600d01042ab03667354ee377 --- /dev/null +++ b/data/ppo_atari_lam70_bankheist_2026_01_08_131453/info/ppo_atari_lam70_bankheist_t0_trial_metrics_scalar.json @@ -0,0 +1,11 @@ +{ + "frame": 10000000.0, + "total_reward_ma": 1060.8428955078125, + "strength": 692.4415893554688, + "max_strength": 1061.3333740234375, + "final_strength": 1049.7332763671875, + "sample_efficiency": 1.7641218619246501e-07, + "training_efficiency": 1.1280567377980333e-05, + "stability": 0.9987714886665344, + "consistency": 0.6950942873954773 +} \ No newline at end of file diff --git a/data/ppo_atari_lam70_bankheist_2026_01_08_131453/log/ppo_atari_lam70_bankheist_t0.log b/data/ppo_atari_lam70_bankheist_2026_01_08_131453/log/ppo_atari_lam70_bankheist_t0.log new file mode 100644 index 0000000000000000000000000000000000000000..13e57a53e3d87ca0e85885632c32dca274b1af6a --- /dev/null +++ b/data/ppo_atari_lam70_bankheist_2026_01_08_131453/log/ppo_atari_lam70_bankheist_t0.log @@ -0,0 +1,5 @@ +2026-01-08 14:52:30 | INFO | PID:1467 | slm_lab.lib.logger:info | trial_metrics: frame:1.00e+07 | total_reward_ma:1060.84 | strength:692.4 | max_strength:1061 | final_strength:1050 | sample_efficiency:1.764e-07 | training_efficiency:1.128e-05 | stability:0.9988 | consistency:0.6951 +2026-01-08 14:52:30 | INFO | PID:1467 | slm_lab.lib.logger:info | Trial 0 done +2026-01-08 14:52:30 | INFO | PID:1467 | slm_lab.cli.main:run_spec | Output: data/ppo_atari_lam70_bankheist_2026_01_08_131453 +2026-01-08 14:52:30 | INFO | PID:1467 | slm_lab.lib.hf:cleanup_models | Cleanup saved 103.5 MB +2026-01-08 14:52:30 | INFO | PID:1467 | slm_lab.lib.hf:upload | Uploading data/ppo_atari_lam70_bankheist_2026_01_08_131453 to SLM-Lab/benchmark-dev/data/ppo_atari_lam70_bankheist_2026_01_08_131453... diff --git a/data/ppo_atari_lam70_bankheist_2026_01_08_131453/log/ppo_atari_lam70_bankheist_t0_s0.log b/data/ppo_atari_lam70_bankheist_2026_01_08_131453/log/ppo_atari_lam70_bankheist_t0_s0.log new file mode 100644 index 0000000000000000000000000000000000000000..302c1023f91589886b8fd3e03f1a1b9eaec628f4 --- /dev/null +++ b/data/ppo_atari_lam70_bankheist_2026_01_08_131453/log/ppo_atari_lam70_bankheist_t0_s0.log @@ -0,0 +1,1326 @@ +2026-01-08 13:14:57 | INFO | PID:1606 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-08 13:15:12 | INFO | PID:1606 | slm_lab.lib.perf:log_perf_setup | Performance setup: +Platform: GPU NVIDIA GeForce RTX 3080 Ti (compute 8.6) +• GPU cuDNN benchmark: enabled +• GPU memory management: enabled +• GPU TF32 acceleration: enabled +2026-01-08 13:15:12 | INFO | PID:1606 | slm_lab.lib.logger:info | PPO: +algorithm_spec: + name: PPO + action_pdtype: default + action_policy: default + explore_var_spec: null + gamma: 0.99 + lam: 0.7 + clip_eps_spec: + name: no_decay + start_val: 0.1 + end_val: 0.1 + start_step: 0 + end_step: 0 + entropy_coef_spec: + name: no_decay + start_val: 0.01 + end_val: 0.01 + start_step: 0 + end_step: 0 + val_loss_coef: 0.5 + time_horizon: 128 + minibatch_size: 256 + training_epoch: 4 + clip_vloss: true +name: PPO +memory_spec: + name: OnPolicyBatchReplay +action_pdtype: default +entropy_coef_spec: + name: no_decay + start_val: 0.01 + end_val: 0.01 + start_step: 0 + end_step: 0 +minibatch_size: 256 +val_loss_coef: 0.5 +normalize_v_targets: False +symlog_transform: False +clip_vloss: True +gamma: 0.99 +lam: 0.7 +clip_eps_spec: + name: no_decay + start_val: 0.1 + end_val: 0.1 + start_step: 0 + end_step: 0 +time_horizon: 128 +training_epoch: 4 +to_train: 0 +training_frequency: 128 +clip_eps: 0.1 +shared: True +net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): ModuleList( + (0): Sequential( + (0): Linear(in_features=512, out_features=18, bias=True) + ) + (1): Sequential( + (0): Linear(in_features=512, out_features=1, bias=True) + ) + ) + (loss_fn): MSELoss() +) +net_names: ['net'] +optim: AdamW ( +Parameter Group 0 + amsgrad: False + betas: (0.9, 0.999) + capturable: False + decoupled_weight_decay: True + differentiable: False + eps: 1e-05 + foreach: None + fused: None + initial_lr: 0.00025 + lr: 0.00025 + maximize: False + weight_decay: 0.01 +) +old_net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): ModuleList( + (0): Sequential( + (0): Linear(in_features=512, out_features=18, bias=True) + ) + (1): Sequential( + (0): Linear(in_features=512, out_features=1, bias=True) + ) + ) + (loss_fn): MSELoss() +) +2026-01-08 13:15:19 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:8.75 total_reward_ma:8.75 loss:-0.03672 fps:526.3 +frame:1.00e+04 wall_t:19 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:2.819 +2026-01-08 13:15:24 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:12.06 total_reward_ma:10.40 loss:-0.03534 fps:800 +frame:2.00e+04 wall_t:25 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:2.785 +2026-01-08 13:15:30 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:11.92 total_reward_ma:10.91 loss:-0.03631 fps:967.7 +frame:3.00e+04 wall_t:31 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:2.765 +2026-01-08 13:15:38 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:12.36 total_reward_ma:11.27 loss:-0.03311 fps:1053 +frame:4.00e+04 wall_t:38 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:2.728 +2026-01-08 13:15:45 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:12.64 total_reward_ma:11.55 loss:-0.03291 fps:1111 +frame:5.00e+04 wall_t:45 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:2.729 +2026-01-08 13:15:51 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:13.00 total_reward_ma:11.79 loss:-0.0318 fps:1154 +frame:6.00e+04 wall_t:52 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:2.701 +2026-01-08 13:15:58 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:13.00 total_reward_ma:11.96 loss:-0.03165 fps:1207 +frame:7.00e+04 wall_t:58 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:2.63 +2026-01-08 13:16:04 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:13.30 total_reward_ma:12.13 loss:-0.03072 fps:1231 +frame:8.00e+04 wall_t:65 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:2.649 +2026-01-08 13:16:10 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:13.80 total_reward_ma:12.31 loss:-0.03188 fps:1268 +frame:9.00e+04 wall_t:71 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:2.599 +2026-01-08 13:16:17 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:14.40 total_reward_ma:12.52 loss:-0.0342 fps:1282 +frame:1.00e+05 wall_t:78 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:2.661 +2026-01-08 13:16:24 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:15.10 total_reward_ma:12.76 loss:-0.03376 fps:1310 +frame:1.10e+05 wall_t:84 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:2.677 +2026-01-08 13:16:30 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:15.80 total_reward_ma:13.01 loss:-0.03194 fps:1319 +frame:1.20e+05 wall_t:91 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:2.635 +2026-01-08 13:16:37 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:16.20 total_reward_ma:13.26 loss:-0.03449 fps:1327 +frame:1.30e+05 wall_t:98 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:2.672 +2026-01-08 13:16:44 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:16.70 total_reward_ma:13.50 loss:-0.03251 fps:1346 +frame:1.40e+05 wall_t:104 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:2.585 +2026-01-08 13:16:50 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:17.00 total_reward_ma:13.74 loss:-0.03211 fps:1351 +frame:1.50e+05 wall_t:111 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:2.579 +2026-01-08 13:16:57 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:17.40 total_reward_ma:13.96 loss:-0.0309 fps:1368 +frame:1.60e+05 wall_t:117 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:2.551 +2026-01-08 13:17:03 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:16.90 total_reward_ma:14.14 loss:-0.03251 fps:1371 +frame:1.70e+05 wall_t:124 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:2.561 +2026-01-08 13:17:09 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:16.30 total_reward_ma:14.26 loss:-0.03004 fps:1385 +frame:1.80e+05 wall_t:130 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:2.609 +2026-01-08 13:17:16 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:16.70 total_reward_ma:14.39 loss:-0.03069 fps:1397 +frame:1.90e+05 wall_t:136 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:2.463 +2026-01-08 13:17:23 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:15.70 total_reward_ma:14.45 loss:-0.03285 fps:1399 +frame:2.00e+05 wall_t:143 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:2.626 +2026-01-08 13:17:29 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:15.40 total_reward_ma:14.50 loss:-0.03101 fps:1400 +frame:2.10e+05 wall_t:150 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:2.571 +2026-01-08 13:17:36 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:15.80 total_reward_ma:14.56 loss:-0.03358 fps:1401 +frame:2.20e+05 wall_t:157 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:2.608 +2026-01-08 13:17:43 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:17.40 total_reward_ma:14.68 loss:-0.02824 fps:1411 +frame:2.30e+05 wall_t:163 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:2.54 +2026-01-08 13:17:49 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:17.10 total_reward_ma:14.78 loss:-0.03277 fps:1412 +frame:2.40e+05 wall_t:170 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:2.48 +2026-01-08 13:17:56 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:17.30 total_reward_ma:14.88 loss:-0.03029 fps:1420 +frame:2.50e+05 wall_t:176 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:2.488 +2026-01-08 13:18:02 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:18.10 total_reward_ma:15.01 loss:-0.03123 fps:1429 +frame:2.60e+05 wall_t:182 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:2.523 +2026-01-08 13:18:08 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:19.90 total_reward_ma:15.19 loss:-0.02971 fps:1429 +frame:2.70e+05 wall_t:189 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:2.463 +2026-01-08 13:18:15 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:21.00 total_reward_ma:15.39 loss:-0.02966 fps:1436 +frame:2.80e+05 wall_t:195 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:2.447 +2026-01-08 13:18:21 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:20.50 total_reward_ma:15.57 loss:-0.02792 fps:1443 +frame:2.90e+05 wall_t:201 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:2.432 +2026-01-08 13:18:27 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:20.80 total_reward_ma:15.74 loss:-0.03017 fps:1442 +frame:3.00e+05 wall_t:208 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:2.404 +2026-01-08 13:18:34 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:22.10 total_reward_ma:15.95 loss:-0.02773 fps:1449 +frame:3.10e+05 wall_t:214 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:2.345 +2026-01-08 13:18:40 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:22.70 total_reward_ma:16.16 loss:-0.03046 fps:1455 +frame:3.20e+05 wall_t:220 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:2.477 +2026-01-08 13:18:46 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:21.20 total_reward_ma:16.31 loss:-0.02708 fps:1454 +frame:3.30e+05 wall_t:227 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:2.306 +2026-01-08 13:18:53 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:20.70 total_reward_ma:16.44 loss:-0.03004 fps:1459 +frame:3.40e+05 wall_t:233 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:2.396 +2026-01-08 13:18:59 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:22.90 total_reward_ma:16.63 loss:-0.02805 fps:1458 +frame:3.50e+05 wall_t:240 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:2.264 +2026-01-08 13:19:06 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:24.00 total_reward_ma:16.83 loss:-0.02905 fps:1463 +frame:3.60e+05 wall_t:246 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:2.32 +2026-01-08 13:19:12 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:24.00 total_reward_ma:17.03 loss:-0.02111 fps:1462 +frame:3.70e+05 wall_t:253 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:2.141 +2026-01-08 13:19:19 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:25.00 total_reward_ma:17.24 loss:-0.02786 fps:1467 +frame:3.80e+05 wall_t:259 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:2.272 +2026-01-08 13:19:26 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:26.60 total_reward_ma:17.48 loss:-0.0278 fps:1466 +frame:3.90e+05 wall_t:266 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:2.302 +2026-01-08 13:19:32 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:26.90 total_reward_ma:17.71 loss:-0.02758 fps:1465 +frame:4.00e+05 wall_t:273 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:2.223 +2026-01-08 13:19:39 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:25.40 total_reward_ma:17.90 loss:-0.03085 fps:1470 +frame:4.10e+05 wall_t:279 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:2.272 +2026-01-08 13:19:45 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:26.70 total_reward_ma:18.11 loss:-0.02798 fps:1474 +frame:4.20e+05 wall_t:285 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:2.284 +2026-01-08 13:19:51 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:28.40 total_reward_ma:18.35 loss:-0.02258 fps:1478 +frame:4.30e+05 wall_t:291 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:2.187 +2026-01-08 13:19:58 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:28.30 total_reward_ma:18.57 loss:-0.02659 fps:1472 +frame:4.40e+05 wall_t:299 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:2.174 +2026-01-08 13:20:05 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:27.80 total_reward_ma:18.78 loss:-0.02639 fps:1475 +frame:4.50e+05 wall_t:305 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:2.212 +2026-01-08 13:20:11 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:27.20 total_reward_ma:18.96 loss:-0.03016 fps:1474 +frame:4.60e+05 wall_t:312 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:2.26 +2026-01-08 13:20:18 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:27.70 total_reward_ma:19.15 loss:-0.02972 fps:1478 +frame:4.70e+05 wall_t:318 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:2.328 +2026-01-08 13:20:25 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:26.50 total_reward_ma:19.30 loss:-0.02602 fps:1477 +frame:4.80e+05 wall_t:325 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:2.255 +2026-01-08 13:20:31 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:25.70 total_reward_ma:19.43 loss:-0.02708 fps:1476 +frame:4.90e+05 wall_t:332 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:2.312 +2026-01-08 13:20:38 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:24.60 total_reward_ma:19.53 loss:-0.02947 fps:1479 +frame:5.00e+05 wall_t:338 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:2.299 +2026-01-08 13:20:44 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:25.00 total_reward_ma:19.64 loss:-0.02419 fps:1483 +frame:5.10e+05 wall_t:344 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:2.038 +2026-01-08 13:20:50 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:24.90 total_reward_ma:19.74 loss:-0.028 fps:1481 +frame:5.20e+05 wall_t:351 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:2.243 +2026-01-08 13:20:57 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:26.40 total_reward_ma:19.87 loss:-0.02311 fps:1480 +frame:5.30e+05 wall_t:358 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:2.078 +2026-01-08 13:21:04 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:28.50 total_reward_ma:20.03 loss:-0.02702 fps:1484 +frame:5.40e+05 wall_t:364 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:2.064 +2026-01-08 13:21:10 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:27.70 total_reward_ma:20.17 loss:-0.0253 fps:1482 +frame:5.50e+05 wall_t:371 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:2.089 +2026-01-08 13:21:17 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:31.30 total_reward_ma:20.37 loss:-0.0238 fps:1485 +frame:5.60e+05 wall_t:377 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:1.951 +2026-01-08 13:21:23 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:32.90 total_reward_ma:20.59 loss:-0.0248 fps:1484 +frame:5.70e+05 wall_t:384 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:2.031 +2026-01-08 13:21:30 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:34.40 total_reward_ma:20.82 loss:-0.02611 fps:1483 +frame:5.80e+05 wall_t:391 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:2.124 +2026-01-08 13:21:37 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:36.00 total_reward_ma:21.08 loss:-0.02817 fps:1486 +frame:5.90e+05 wall_t:397 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:2.176 +2026-01-08 13:21:43 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:36.10 total_reward_ma:21.33 loss:-0.02463 fps:1489 +frame:6.00e+05 wall_t:403 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:1.981 +2026-01-08 13:21:49 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:36.70 total_reward_ma:21.58 loss:-0.02304 fps:1488 +frame:6.10e+05 wall_t:410 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:1.949 +2026-01-08 13:21:56 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:35.80 total_reward_ma:21.81 loss:-0.02702 fps:1487 +frame:6.20e+05 wall_t:417 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:2.198 +2026-01-08 13:22:03 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:36.80 total_reward_ma:22.05 loss:-0.02463 fps:1489 +frame:6.30e+05 wall_t:423 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:2.063 +2026-01-08 13:22:09 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:34.70 total_reward_ma:22.25 loss:-0.02604 fps:1488 +frame:6.40e+05 wall_t:430 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:2.076 +2026-01-08 13:22:16 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:35.70 total_reward_ma:22.46 loss:-0.02731 fps:1491 +frame:6.50e+05 wall_t:436 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:2.041 +2026-01-08 13:22:22 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:35.40 total_reward_ma:22.65 loss:-0.02795 fps:1490 +frame:6.60e+05 wall_t:443 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:2.088 +2026-01-08 13:22:29 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:33.50 total_reward_ma:22.81 loss:-0.02413 fps:1489 +frame:6.70e+05 wall_t:450 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:1.953 +2026-01-08 13:22:36 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:32.90 total_reward_ma:22.96 loss:-0.02736 fps:1491 +frame:6.80e+05 wall_t:456 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:2.077 +2026-01-08 13:22:42 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:32.50 total_reward_ma:23.10 loss:-0.02749 fps:1494 +frame:6.90e+05 wall_t:462 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:1.954 +2026-01-08 13:22:48 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:33.60 total_reward_ma:23.25 loss:-0.0251 fps:1493 +frame:7.00e+05 wall_t:469 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:1.96 +2026-01-08 13:22:55 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:33.80 total_reward_ma:23.40 loss:-0.02462 fps:1492 +frame:7.10e+05 wall_t:476 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:1.975 +2026-01-08 13:23:02 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:33.40 total_reward_ma:23.54 loss:-0.01821 fps:1491 +frame:7.20e+05 wall_t:483 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:1.724 +2026-01-08 13:23:09 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:36.80 total_reward_ma:23.72 loss:-0.02623 fps:1493 +frame:7.30e+05 wall_t:489 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:1.99 +2026-01-08 13:23:15 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:37.00 total_reward_ma:23.90 loss:-0.0236 fps:1492 +frame:7.40e+05 wall_t:496 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:1.886 +2026-01-08 13:23:22 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:36.60 total_reward_ma:24.07 loss:-0.02475 fps:1491 +frame:7.50e+05 wall_t:503 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:1.898 +2026-01-08 13:23:29 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:38.00 total_reward_ma:24.25 loss:-0.02028 fps:1493 +frame:7.60e+05 wall_t:509 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:1.859 +2026-01-08 13:23:35 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:41.10 total_reward_ma:24.47 loss:-0.02107 fps:1492 +frame:7.70e+05 wall_t:516 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:1.691 +2026-01-08 13:23:42 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:41.00 total_reward_ma:24.68 loss:-0.02126 fps:1494 +frame:7.80e+05 wall_t:522 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:1.742 +2026-01-08 13:23:48 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:41.00 total_reward_ma:24.89 loss:-0.02174 fps:1493 +frame:7.90e+05 wall_t:529 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:1.692 +2026-01-08 13:23:55 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:43.20 total_reward_ma:25.12 loss:-0.02262 fps:1495 +frame:8.00e+05 wall_t:535 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:1.805 +2026-01-08 13:24:02 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:41.30 total_reward_ma:25.32 loss:-0.02383 fps:1494 +frame:8.10e+05 wall_t:542 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:1.709 +2026-01-08 13:24:08 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:42.90 total_reward_ma:25.53 loss:-0.01919 fps:1494 +frame:8.20e+05 wall_t:549 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:1.728 +2026-01-08 13:24:15 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:41.30 total_reward_ma:25.72 loss:-0.01833 fps:1493 +frame:8.30e+05 wall_t:556 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:1.744 +2026-01-08 13:24:22 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:42.30 total_reward_ma:25.92 loss:-0.02453 fps:1495 +frame:8.40e+05 wall_t:562 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:1.834 +2026-01-08 13:24:28 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:42.70 total_reward_ma:26.12 loss:-0.02329 fps:1496 +frame:8.50e+05 wall_t:568 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:1.788 +2026-01-08 13:24:34 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:42.60 total_reward_ma:26.31 loss:-0.02477 fps:1498 +frame:8.60e+05 wall_t:574 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:1.863 +2026-01-08 13:24:41 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:43.40 total_reward_ma:26.50 loss:-0.02242 fps:1497 +frame:8.70e+05 wall_t:581 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:1.867 +2026-01-08 13:24:47 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:43.70 total_reward_ma:26.70 loss:-0.02223 fps:1497 +frame:8.80e+05 wall_t:588 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:1.803 +2026-01-08 13:24:54 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:43.70 total_reward_ma:26.89 loss:-0.02459 fps:1498 +frame:8.90e+05 wall_t:594 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:2.014 +2026-01-08 13:25:01 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:42.30 total_reward_ma:27.06 loss:-0.02475 fps:1498 +frame:9.00e+05 wall_t:601 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:1.729 +2026-01-08 13:25:07 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:42.20 total_reward_ma:27.23 loss:-0.0208 fps:1497 +frame:9.10e+05 wall_t:608 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:1.837 +2026-01-08 13:25:14 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:42.40 total_reward_ma:27.39 loss:-0.01976 fps:1498 +frame:9.20e+05 wall_t:614 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:1.612 +2026-01-08 13:25:20 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:42.40 total_reward_ma:27.56 loss:-0.02491 fps:1498 +frame:9.30e+05 wall_t:621 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:1.899 +2026-01-08 13:25:26 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:42.40 total_reward_ma:27.71 loss:-0.02522 fps:1499 +frame:9.40e+05 wall_t:627 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:1.965 +2026-01-08 13:25:33 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:42.40 total_reward_ma:27.87 loss:-0.02239 fps:1501 +frame:9.50e+05 wall_t:633 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:1.93 +2026-01-08 13:25:39 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:44.10 total_reward_ma:28.04 loss:-0.02734 fps:1500 +frame:9.60e+05 wall_t:640 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:1.923 +2026-01-08 13:25:46 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:45.10 total_reward_ma:28.21 loss:-0.0272 fps:1502 +frame:9.70e+05 wall_t:646 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:2.02 +2026-01-08 13:25:53 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:45.30 total_reward_ma:28.39 loss:-0.02518 fps:1501 +frame:9.80e+05 wall_t:653 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:1.949 +2026-01-08 13:25:59 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:47.20 total_reward_ma:28.58 loss:-0.02119 fps:1500 +frame:9.90e+05 wall_t:660 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:1.812 +2026-01-08 13:26:06 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:45.60 total_reward_ma:28.75 loss:-0.02595 fps:1502 +frame:1.00e+06 wall_t:666 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:2.081 +2026-01-08 13:26:12 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:45.10 total_reward_ma:29.11 loss:-0.02383 fps:1501 +frame:1.01e+06 wall_t:673 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:2.05 +2026-01-08 13:26:19 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:44.50 total_reward_ma:29.44 loss:-0.02075 fps:1500 +frame:1.02e+06 wall_t:680 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:1.878 +2026-01-08 13:26:25 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:44.80 total_reward_ma:29.76 loss:-0.0274 fps:1501 +frame:1.03e+06 wall_t:686 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:2.156 +2026-01-08 13:26:32 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:45.20 total_reward_ma:30.09 loss:-0.0245 fps:1503 +frame:1.04e+06 wall_t:692 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:2.085 +2026-01-08 13:26:39 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:43.30 total_reward_ma:30.40 loss:-0.02618 fps:1502 +frame:1.05e+06 wall_t:699 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:2.098 +2026-01-08 13:26:45 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:43.10 total_reward_ma:30.70 loss:-0.02336 fps:1501 +frame:1.06e+06 wall_t:706 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:1.818 +2026-01-08 13:26:52 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:42.90 total_reward_ma:31.00 loss:-0.02573 fps:1503 +frame:1.07e+06 wall_t:712 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:1.96 +2026-01-08 13:26:58 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:45.00 total_reward_ma:31.32 loss:-0.02795 fps:1502 +frame:1.08e+06 wall_t:719 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:2.108 +2026-01-08 13:27:05 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:45.50 total_reward_ma:31.63 loss:-0.02543 fps:1501 +frame:1.09e+06 wall_t:726 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:1.857 +2026-01-08 13:27:11 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:47.90 total_reward_ma:31.97 loss:-0.02594 fps:1503 +frame:1.10e+06 wall_t:732 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:1.979 +2026-01-08 13:27:18 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:48.40 total_reward_ma:32.30 loss:-0.02925 fps:1504 +frame:1.11e+06 wall_t:738 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:2.136 +2026-01-08 13:27:25 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:51.40 total_reward_ma:32.66 loss:-0.0242 fps:1503 +frame:1.12e+06 wall_t:745 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:1.907 +2026-01-08 13:27:31 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:53.70 total_reward_ma:33.03 loss:-0.02358 fps:1503 +frame:1.13e+06 wall_t:752 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:2.028 +2026-01-08 13:27:38 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:52.00 total_reward_ma:33.38 loss:-0.02383 fps:1504 +frame:1.14e+06 wall_t:758 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:2.036 +2026-01-08 13:27:44 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:52.80 total_reward_ma:33.74 loss:-0.02053 fps:1503 +frame:1.15e+06 wall_t:765 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:1.721 +2026-01-08 13:27:51 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:52.00 total_reward_ma:34.09 loss:-0.02506 fps:1505 +frame:1.16e+06 wall_t:771 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:2.103 +2026-01-08 13:27:57 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:49.10 total_reward_ma:34.41 loss:-0.02776 fps:1504 +frame:1.17e+06 wall_t:778 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:2.202 +2026-01-08 13:28:04 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:47.60 total_reward_ma:34.72 loss:-0.02691 fps:1505 +frame:1.18e+06 wall_t:784 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:2.131 +2026-01-08 13:28:10 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:45.80 total_reward_ma:35.02 loss:-0.02494 fps:1504 +frame:1.19e+06 wall_t:791 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:2.067 +2026-01-08 13:28:16 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:46.90 total_reward_ma:35.33 loss:-0.02643 fps:1506 +frame:1.20e+06 wall_t:797 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:2.074 +2026-01-08 13:28:24 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:45.50 total_reward_ma:35.63 loss:-0.02394 fps:1505 +frame:1.21e+06 wall_t:804 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:1.938 +2026-01-08 13:28:30 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:47.20 total_reward_ma:35.94 loss:-0.02421 fps:1504 +frame:1.22e+06 wall_t:811 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:1.977 +2026-01-08 13:28:37 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:48.80 total_reward_ma:36.26 loss:-0.02699 fps:1506 +frame:1.23e+06 wall_t:817 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:2.256 +2026-01-08 13:28:44 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:47.40 total_reward_ma:36.56 loss:-0.0294 fps:1505 +frame:1.24e+06 wall_t:824 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:2.277 +2026-01-08 13:28:50 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:46.50 total_reward_ma:36.85 loss:-0.02781 fps:1506 +frame:1.25e+06 wall_t:830 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:2.223 +2026-01-08 13:28:57 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:46.30 total_reward_ma:37.13 loss:-0.0314 fps:1505 +frame:1.26e+06 wall_t:837 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:2.312 +2026-01-08 13:29:03 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:43.20 total_reward_ma:37.37 loss:-0.03193 fps:1505 +frame:1.27e+06 wall_t:844 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:2.278 +2026-01-08 13:29:10 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:42.60 total_reward_ma:37.58 loss:-0.0303 fps:1504 +frame:1.28e+06 wall_t:851 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:2.376 +2026-01-08 13:29:16 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:41.90 total_reward_ma:37.80 loss:-0.0274 fps:1505 +frame:1.29e+06 wall_t:857 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:2.262 +2026-01-08 13:29:23 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:45.60 total_reward_ma:38.04 loss:-0.02588 fps:1506 +frame:1.30e+06 wall_t:863 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:2.09 +2026-01-08 13:29:29 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:47.70 total_reward_ma:38.30 loss:-0.02615 fps:1506 +frame:1.31e+06 wall_t:870 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:2.049 +2026-01-08 13:29:36 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:48.40 total_reward_ma:38.56 loss:-0.02759 fps:1507 +frame:1.32e+06 wall_t:876 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:2.16 +2026-01-08 13:29:42 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:48.30 total_reward_ma:38.83 loss:-0.03025 fps:1506 +frame:1.33e+06 wall_t:883 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:2.207 +2026-01-08 13:29:49 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:48.60 total_reward_ma:39.11 loss:-0.02721 fps:1506 +frame:1.34e+06 wall_t:890 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:2.045 +2026-01-08 13:29:56 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:49.40 total_reward_ma:39.37 loss:-0.02823 fps:1507 +frame:1.35e+06 wall_t:896 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:2.033 +2026-01-08 13:30:03 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:48.10 total_reward_ma:39.61 loss:-0.02245 fps:1506 +frame:1.36e+06 wall_t:903 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:2.061 +2026-01-08 13:30:09 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:45.70 total_reward_ma:39.83 loss:-0.0304 fps:1507 +frame:1.37e+06 wall_t:909 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:2.252 +2026-01-08 13:30:15 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:45.70 total_reward_ma:40.04 loss:-0.02889 fps:1507 +frame:1.38e+06 wall_t:916 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:2.192 +2026-01-08 13:30:22 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:45.80 total_reward_ma:40.23 loss:-0.02756 fps:1506 +frame:1.39e+06 wall_t:923 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:2.099 +2026-01-08 13:30:29 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:44.10 total_reward_ma:40.40 loss:-0.02982 fps:1507 +frame:1.40e+06 wall_t:929 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:2.21 +2026-01-08 13:30:35 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:42.40 total_reward_ma:40.57 loss:-0.02998 fps:1506 +frame:1.41e+06 wall_t:936 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:2.301 +2026-01-08 13:30:42 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:43.20 total_reward_ma:40.74 loss:-0.03203 fps:1507 +frame:1.42e+06 wall_t:942 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:2.254 +2026-01-08 13:30:49 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:44.80 total_reward_ma:40.90 loss:-0.03134 fps:1507 +frame:1.43e+06 wall_t:949 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:2.319 +2026-01-08 13:30:55 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:45.00 total_reward_ma:41.07 loss:-0.02911 fps:1508 +frame:1.44e+06 wall_t:955 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:2.116 +2026-01-08 13:31:01 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:44.00 total_reward_ma:41.23 loss:-0.02712 fps:1507 +frame:1.45e+06 wall_t:962 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:2.176 +2026-01-08 13:31:08 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:43.20 total_reward_ma:41.39 loss:-0.02758 fps:1508 +frame:1.46e+06 wall_t:968 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:2.319 +2026-01-08 13:31:14 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:42.30 total_reward_ma:41.53 loss:-0.0334 fps:1508 +frame:1.47e+06 wall_t:975 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:2.46 +2026-01-08 13:31:21 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:40.40 total_reward_ma:41.67 loss:-0.03071 fps:1509 +frame:1.48e+06 wall_t:981 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:2.404 +2026-01-08 13:31:28 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:40.70 total_reward_ma:41.82 loss:-0.03259 fps:1508 +frame:1.49e+06 wall_t:988 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:2.377 +2026-01-08 13:31:34 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:41.80 total_reward_ma:42.00 loss:-0.03253 fps:1508 +frame:1.50e+06 wall_t:995 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:2.376 +2026-01-08 13:31:41 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:42.70 total_reward_ma:42.17 loss:-0.02817 fps:1508 +frame:1.51e+06 wall_t:1001 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:2.186 +2026-01-08 13:31:48 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:43.40 total_reward_ma:42.36 loss:-0.02975 fps:1508 +frame:1.52e+06 wall_t:1008 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:2.342 +2026-01-08 13:31:54 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:42.90 total_reward_ma:42.52 loss:-0.03236 fps:1507 +frame:1.53e+06 wall_t:1015 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:2.337 +2026-01-08 13:32:00 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:43.10 total_reward_ma:42.67 loss:-0.02995 fps:1508 +frame:1.54e+06 wall_t:1021 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:2.283 +2026-01-08 13:32:07 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:44.10 total_reward_ma:42.83 loss:-0.02897 fps:1509 +frame:1.55e+06 wall_t:1027 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:2.218 +2026-01-08 13:32:13 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:43.30 total_reward_ma:42.95 loss:-0.03077 fps:1509 +frame:1.56e+06 wall_t:1034 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:2.347 +2026-01-08 13:32:20 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:43.80 total_reward_ma:43.06 loss:-0.03107 fps:1510 +frame:1.57e+06 wall_t:1040 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:2.219 +2026-01-08 13:32:26 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:43.10 total_reward_ma:43.15 loss:-0.03427 fps:1509 +frame:1.58e+06 wall_t:1047 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:2.334 +2026-01-08 13:32:33 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:44.70 total_reward_ma:43.24 loss:-0.0286 fps:1510 +frame:1.59e+06 wall_t:1053 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:2.159 +2026-01-08 13:32:39 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:44.40 total_reward_ma:43.32 loss:-0.02896 fps:1509 +frame:1.60e+06 wall_t:1060 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:2.167 +2026-01-08 13:32:46 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:46.20 total_reward_ma:43.41 loss:-0.02794 fps:1510 +frame:1.61e+06 wall_t:1066 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:2.176 +2026-01-08 13:32:53 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:46.70 total_reward_ma:43.52 loss:-0.02831 fps:1510 +frame:1.62e+06 wall_t:1073 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:2.312 +2026-01-08 13:32:59 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:48.00 total_reward_ma:43.64 loss:-0.02823 fps:1511 +frame:1.63e+06 wall_t:1079 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:2.285 +2026-01-08 13:33:05 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:49.70 total_reward_ma:43.79 loss:-0.02762 fps:1510 +frame:1.64e+06 wall_t:1086 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:2.174 +2026-01-08 13:33:12 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:50.80 total_reward_ma:43.94 loss:-0.03028 fps:1511 +frame:1.65e+06 wall_t:1092 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:2.371 +2026-01-08 13:33:19 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:52.10 total_reward_ma:44.10 loss:-0.03382 fps:1510 +frame:1.66e+06 wall_t:1099 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:2.325 +2026-01-08 13:33:25 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:51.10 total_reward_ma:44.28 loss:-0.03186 fps:1510 +frame:1.67e+06 wall_t:1106 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:2.349 +2026-01-08 13:33:32 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:51.80 total_reward_ma:44.47 loss:-0.0314 fps:1511 +frame:1.68e+06 wall_t:1112 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:2.308 +2026-01-08 13:33:39 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:51.30 total_reward_ma:44.66 loss:-0.02981 fps:1510 +frame:1.69e+06 wall_t:1119 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:2.248 +2026-01-08 13:33:45 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:51.40 total_reward_ma:44.83 loss:-0.03332 fps:1510 +frame:1.70e+06 wall_t:1126 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:2.361 +2026-01-08 13:33:51 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:50.40 total_reward_ma:45.00 loss:-0.03108 fps:1511 +frame:1.71e+06 wall_t:1132 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:2.396 +2026-01-08 13:33:58 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:48.70 total_reward_ma:45.15 loss:-0.02933 fps:1511 +frame:1.72e+06 wall_t:1138 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:2.401 +2026-01-08 13:34:04 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:49.90 total_reward_ma:45.28 loss:-0.03201 fps:1511 +frame:1.73e+06 wall_t:1145 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:2.267 +2026-01-08 13:34:11 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:50.10 total_reward_ma:45.42 loss:-0.02973 fps:1512 +frame:1.74e+06 wall_t:1151 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:2.345 +2026-01-08 13:34:17 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:50.50 total_reward_ma:45.55 loss:-0.02941 fps:1511 +frame:1.75e+06 wall_t:1158 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:2.245 +2026-01-08 13:34:24 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:52.10 total_reward_ma:45.70 loss:-0.03074 fps:1511 +frame:1.76e+06 wall_t:1165 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:2.269 +2026-01-08 13:34:31 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:52.40 total_reward_ma:45.81 loss:-0.0277 fps:1510 +frame:1.77e+06 wall_t:1172 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:2.188 +2026-01-08 13:34:38 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:51.10 total_reward_ma:45.91 loss:-0.02618 fps:1511 +frame:1.78e+06 wall_t:1178 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:2.232 +2026-01-08 13:34:45 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:51.10 total_reward_ma:46.01 loss:-0.03089 fps:1511 +frame:1.79e+06 wall_t:1185 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:2.265 +2026-01-08 13:34:51 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:48.70 total_reward_ma:46.07 loss:-0.03135 fps:1511 +frame:1.80e+06 wall_t:1191 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:2.286 +2026-01-08 13:34:57 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:46.90 total_reward_ma:46.12 loss:-0.03145 fps:1511 +frame:1.81e+06 wall_t:1198 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:2.274 +2026-01-08 13:35:04 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:47.40 total_reward_ma:46.17 loss:-0.02958 fps:1512 +frame:1.82e+06 wall_t:1204 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:2.256 +2026-01-08 13:35:11 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:47.30 total_reward_ma:46.23 loss:-0.02951 fps:1511 +frame:1.83e+06 wall_t:1211 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:2.243 +2026-01-08 13:35:18 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:47.70 total_reward_ma:46.28 loss:-0.02782 fps:1511 +frame:1.84e+06 wall_t:1218 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:2.102 +2026-01-08 13:35:24 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:48.70 total_reward_ma:46.34 loss:-0.03057 fps:1510 +frame:1.85e+06 wall_t:1225 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:2.194 +2026-01-08 13:35:31 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:50.60 total_reward_ma:46.42 loss:-0.02815 fps:1511 +frame:1.86e+06 wall_t:1231 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:2.177 +2026-01-08 13:35:37 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:52.10 total_reward_ma:46.51 loss:-0.02764 fps:1512 +frame:1.87e+06 wall_t:1237 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:2.151 +2026-01-08 13:35:43 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:54.30 total_reward_ma:46.61 loss:-0.02907 fps:1512 +frame:1.88e+06 wall_t:1243 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:2.294 +2026-01-08 13:35:49 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:53.80 total_reward_ma:46.71 loss:-0.0277 fps:1512 +frame:1.89e+06 wall_t:1250 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:2.096 +2026-01-08 13:35:56 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:55.20 total_reward_ma:46.84 loss:-0.02905 fps:1513 +frame:1.90e+06 wall_t:1256 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:2.067 +2026-01-08 13:36:02 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:55.60 total_reward_ma:46.98 loss:-0.02895 fps:1512 +frame:1.91e+06 wall_t:1263 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:2.244 +2026-01-08 13:36:09 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:54.90 total_reward_ma:47.10 loss:-0.02583 fps:1512 +frame:1.92e+06 wall_t:1270 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:2.059 +2026-01-08 13:36:16 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:56.30 total_reward_ma:47.24 loss:-0.02273 fps:1513 +frame:1.93e+06 wall_t:1276 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:1.941 +2026-01-08 13:36:22 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:56.20 total_reward_ma:47.38 loss:-0.0279 fps:1513 +frame:1.94e+06 wall_t:1282 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:2.27 +2026-01-08 13:36:28 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:57.30 total_reward_ma:47.53 loss:-0.03055 fps:1513 +frame:1.95e+06 wall_t:1289 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:2.256 +2026-01-08 13:36:35 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:59.40 total_reward_ma:47.68 loss:-0.02819 fps:1512 +frame:1.96e+06 wall_t:1296 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:2.177 +2026-01-08 13:36:41 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:59.70 total_reward_ma:47.83 loss:-0.02678 fps:1513 +frame:1.97e+06 wall_t:1302 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:2.123 +2026-01-08 13:36:48 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:60.40 total_reward_ma:47.98 loss:-0.02823 fps:1514 +frame:1.98e+06 wall_t:1308 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:2.192 +2026-01-08 13:36:54 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:62.60 total_reward_ma:48.13 loss:-0.02762 fps:1513 +frame:1.99e+06 wall_t:1315 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:2.136 +2026-01-08 13:37:01 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:61.50 total_reward_ma:48.29 loss:-0.02987 fps:1514 +frame:2.00e+06 wall_t:1321 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:2.307 +2026-01-08 13:37:07 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:63.30 total_reward_ma:48.47 loss:-0.02646 fps:1514 +frame:2.01e+06 wall_t:1328 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:1.924 +2026-01-08 13:37:14 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:63.10 total_reward_ma:48.66 loss:-0.02536 fps:1514 +frame:2.02e+06 wall_t:1334 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:2.085 +2026-01-08 13:37:21 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:64.60 total_reward_ma:48.86 loss:-0.02652 fps:1514 +frame:2.03e+06 wall_t:1341 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:2.127 +2026-01-08 13:37:27 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:63.30 total_reward_ma:49.04 loss:-0.02708 fps:1513 +frame:2.04e+06 wall_t:1348 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:2.2 +2026-01-08 13:37:33 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:64.10 total_reward_ma:49.25 loss:-0.02747 fps:1514 +frame:2.05e+06 wall_t:1354 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:2.145 +2026-01-08 13:37:40 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:64.00 total_reward_ma:49.46 loss:-0.02803 fps:1514 +frame:2.06e+06 wall_t:1361 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:2.046 +2026-01-08 13:37:47 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:64.10 total_reward_ma:49.67 loss:-0.02605 fps:1514 +frame:2.07e+06 wall_t:1367 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:1.984 +2026-01-08 13:37:53 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:65.90 total_reward_ma:49.88 loss:-0.02622 fps:1515 +frame:2.08e+06 wall_t:1373 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:2.096 +2026-01-08 13:38:00 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:67.30 total_reward_ma:50.09 loss:-0.02254 fps:1514 +frame:2.09e+06 wall_t:1380 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:2.105 +2026-01-08 13:38:06 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:69.60 total_reward_ma:50.31 loss:-0.02596 fps:1514 +frame:2.10e+06 wall_t:1387 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:2.199 +2026-01-08 13:38:13 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:72.30 total_reward_ma:50.55 loss:-0.02679 fps:1515 +frame:2.11e+06 wall_t:1393 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:2.236 +2026-01-08 13:38:19 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:74.80 total_reward_ma:50.78 loss:-0.02406 fps:1514 +frame:2.12e+06 wall_t:1400 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:2.045 +2026-01-08 13:38:26 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:78.00 total_reward_ma:51.03 loss:-0.02459 fps:1515 +frame:2.13e+06 wall_t:1406 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:2.013 +2026-01-08 13:38:32 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:80.20 total_reward_ma:51.31 loss:-0.02191 fps:1515 +frame:2.14e+06 wall_t:1413 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:1.866 +2026-01-08 13:38:39 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:84.10 total_reward_ma:51.62 loss:-0.02577 fps:1515 +frame:2.15e+06 wall_t:1419 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:1.943 +2026-01-08 13:38:46 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:85.10 total_reward_ma:51.95 loss:-0.02318 fps:1515 +frame:2.16e+06 wall_t:1426 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:1.94 +2026-01-08 13:38:53 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:86.70 total_reward_ma:52.33 loss:-0.02389 fps:1514 +frame:2.17e+06 wall_t:1433 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:1.931 +2026-01-08 13:38:59 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:87.40 total_reward_ma:52.73 loss:-0.02455 fps:1514 +frame:2.18e+06 wall_t:1440 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:1.97 +2026-01-08 13:39:06 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:90.50 total_reward_ma:53.17 loss:-0.02547 fps:1513 +frame:2.19e+06 wall_t:1447 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:1.967 +2026-01-08 13:39:13 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:90.00 total_reward_ma:53.60 loss:-0.02305 fps:1513 +frame:2.20e+06 wall_t:1454 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:2.023 +2026-01-08 13:39:20 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:92.30 total_reward_ma:54.07 loss:-0.0198 fps:1514 +frame:2.21e+06 wall_t:1460 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:1.594 +2026-01-08 13:39:26 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:96.80 total_reward_ma:54.57 loss:-0.02246 fps:1514 +frame:2.22e+06 wall_t:1466 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:1.874 +2026-01-08 13:39:32 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:98.00 total_reward_ma:55.06 loss:-0.0106 fps:1514 +frame:2.23e+06 wall_t:1473 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:1.334 +2026-01-08 13:39:39 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:109.50 total_reward_ma:55.68 loss:-0.0172 fps:1514 +frame:2.24e+06 wall_t:1480 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:1.766 +2026-01-08 13:39:46 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:121.10 total_reward_ma:56.43 loss:-0.01179 fps:1514 +frame:2.25e+06 wall_t:1486 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:1.179 +2026-01-08 13:39:53 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:135.70 total_reward_ma:57.32 loss:-0.000945 fps:1514 +frame:2.26e+06 wall_t:1493 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:0.7901 +2026-01-08 13:39:59 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:162.40 total_reward_ma:58.51 loss:-0.003941 fps:1513 +frame:2.27e+06 wall_t:1500 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:0.8805 +2026-01-08 13:40:06 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:187.00 total_reward_ma:59.96 loss:-0.00258 fps:1514 +frame:2.28e+06 wall_t:1506 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:0.6486 +2026-01-08 13:40:12 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:210.80 total_reward_ma:61.65 loss:0.0007552 fps:1514 +frame:2.29e+06 wall_t:1513 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:0.5669 +2026-01-08 13:40:18 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:257.50 total_reward_ma:63.77 loss:0.0006352 fps:1514 +frame:2.30e+06 wall_t:1519 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:0.4716 +2026-01-08 13:40:24 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:273.90 total_reward_ma:66.03 loss:-0.002718 fps:1515 +frame:2.31e+06 wall_t:1525 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:0.4489 +2026-01-08 13:40:31 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:308.30 total_reward_ma:68.63 loss:0.00466 fps:1514 +frame:2.32e+06 wall_t:1532 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:0.4554 +2026-01-08 13:40:38 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:363.40 total_reward_ma:71.78 loss:0.001411 fps:1515 +frame:2.33e+06 wall_t:1538 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:0.4893 +2026-01-08 13:40:44 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:374.20 total_reward_ma:75.03 loss:0.0007365 fps:1515 +frame:2.34e+06 wall_t:1545 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:0.4499 +2026-01-08 13:40:51 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:409.90 total_reward_ma:78.64 loss:0.005694 fps:1515 +frame:2.35e+06 wall_t:1551 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:0.5559 +2026-01-08 13:40:57 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:448.20 total_reward_ma:82.64 loss:0.004108 fps:1515 +frame:2.36e+06 wall_t:1558 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:0.5666 +2026-01-08 13:41:04 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:491.80 total_reward_ma:87.10 loss:0.001934 fps:1515 +frame:2.37e+06 wall_t:1564 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:0.6249 +2026-01-08 13:41:10 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:527.30 total_reward_ma:91.92 loss:-0.004433 fps:1515 +frame:2.38e+06 wall_t:1571 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:0.5426 +2026-01-08 13:41:16 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:545.90 total_reward_ma:96.92 loss:-0.0004917 fps:1516 +frame:2.39e+06 wall_t:1577 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:0.5722 +2026-01-08 13:41:22 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:577.10 total_reward_ma:102.25 loss:0.006614 fps:1516 +frame:2.40e+06 wall_t:1583 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:0.6946 +2026-01-08 13:41:29 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:607.00 total_reward_ma:107.89 loss:-0.001994 fps:1517 +frame:2.41e+06 wall_t:1589 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:0.7187 +2026-01-08 13:41:35 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:638.40 total_reward_ma:113.85 loss:0.001127 fps:1517 +frame:2.42e+06 wall_t:1595 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:0.5253 +2026-01-08 13:41:41 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:654.30 total_reward_ma:119.94 loss:0.0006759 fps:1517 +frame:2.43e+06 wall_t:1602 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:0.4991 +2026-01-08 13:41:48 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:670.30 total_reward_ma:126.19 loss:0.004229 fps:1517 +frame:2.44e+06 wall_t:1608 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:0.721 +2026-01-08 13:41:54 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:685.00 total_reward_ma:132.60 loss:0.002767 fps:1518 +frame:2.45e+06 wall_t:1614 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:0.703 +2026-01-08 13:42:00 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:685.40 total_reward_ma:139.03 loss:0.001354 fps:1518 +frame:2.46e+06 wall_t:1621 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:0.5865 +2026-01-08 13:42:07 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:683.70 total_reward_ma:145.44 loss:-0.002159 fps:1518 +frame:2.47e+06 wall_t:1627 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:0.7889 +2026-01-08 13:42:13 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:684.30 total_reward_ma:151.88 loss:0.003469 fps:1519 +frame:2.48e+06 wall_t:1633 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:0.5721 +2026-01-08 13:42:19 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:681.00 total_reward_ma:158.28 loss:0.007038 fps:1518 +frame:2.49e+06 wall_t:1640 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:0.8076 +2026-01-08 13:42:26 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:678.30 total_reward_ma:164.65 loss:0.001863 fps:1519 +frame:2.50e+06 wall_t:1646 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:0.6826 +2026-01-08 13:42:32 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:669.70 total_reward_ma:170.92 loss:-0.005263 fps:1518 +frame:2.51e+06 wall_t:1653 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:0.5808 +2026-01-08 13:42:39 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:671.90 total_reward_ma:177.20 loss:-0.00677 fps:1519 +frame:2.52e+06 wall_t:1659 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:0.698 +2026-01-08 13:42:45 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:668.60 total_reward_ma:183.46 loss:0.002325 fps:1519 +frame:2.53e+06 wall_t:1666 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:0.7196 +2026-01-08 13:42:52 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:668.70 total_reward_ma:189.71 loss:-0.002508 fps:1519 +frame:2.54e+06 wall_t:1672 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:0.646 +2026-01-08 13:42:58 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:666.10 total_reward_ma:195.93 loss:0.003597 fps:1519 +frame:2.55e+06 wall_t:1679 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:0.7062 +2026-01-08 13:43:04 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:667.60 total_reward_ma:202.18 loss:0.002016 fps:1519 +frame:2.56e+06 wall_t:1685 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:0.7923 +2026-01-08 13:43:10 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:670.90 total_reward_ma:208.45 loss:0.0005588 fps:1520 +frame:2.57e+06 wall_t:1691 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:0.9377 +2026-01-08 13:43:17 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:669.80 total_reward_ma:214.72 loss:0.003349 fps:1520 +frame:2.58e+06 wall_t:1697 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:0.766 +2026-01-08 13:43:23 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:670.90 total_reward_ma:220.98 loss:-0.00443 fps:1520 +frame:2.59e+06 wall_t:1704 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:0.6951 +2026-01-08 13:43:30 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:670.80 total_reward_ma:227.24 loss:-0.001014 fps:1520 +frame:2.60e+06 wall_t:1710 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:0.7306 +2026-01-08 13:43:36 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:670.90 total_reward_ma:233.49 loss:-0.0001662 fps:1520 +frame:2.61e+06 wall_t:1717 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:0.7386 +2026-01-08 13:43:43 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:674.70 total_reward_ma:239.77 loss:0.00156 fps:1521 +frame:2.62e+06 wall_t:1723 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:0.9348 +2026-01-08 13:43:49 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:677.80 total_reward_ma:246.07 loss:0.001668 fps:1520 +frame:2.63e+06 wall_t:1730 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:0.7603 +2026-01-08 13:43:56 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:691.30 total_reward_ma:252.48 loss:-0.005912 fps:1520 +frame:2.64e+06 wall_t:1737 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:0.7357 +2026-01-08 13:44:02 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:686.10 total_reward_ma:258.84 loss:8.874e-05 fps:1520 +frame:2.65e+06 wall_t:1743 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:0.605 +2026-01-08 13:44:08 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:688.80 total_reward_ma:265.20 loss:-0.004521 fps:1521 +frame:2.66e+06 wall_t:1749 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:0.8904 +2026-01-08 13:44:15 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:694.40 total_reward_ma:271.64 loss:-0.006346 fps:1521 +frame:2.67e+06 wall_t:1756 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:1.067 +2026-01-08 13:44:21 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:696.80 total_reward_ma:278.09 loss:-0.001553 fps:1521 +frame:2.68e+06 wall_t:1762 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:0.8456 +2026-01-08 13:44:28 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:701.10 total_reward_ma:284.58 loss:-0.006729 fps:1521 +frame:2.69e+06 wall_t:1768 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:0.7802 +2026-01-08 13:44:34 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:708.10 total_reward_ma:291.15 loss:-0.006632 fps:1521 +frame:2.70e+06 wall_t:1775 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:0.7909 +2026-01-08 13:44:41 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:713.90 total_reward_ma:297.79 loss:-0.002825 fps:1522 +frame:2.71e+06 wall_t:1781 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:0.7584 +2026-01-08 13:44:47 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:715.60 total_reward_ma:304.45 loss:0.0005332 fps:1521 +frame:2.72e+06 wall_t:1788 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:0.8646 +2026-01-08 13:44:54 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:722.80 total_reward_ma:311.18 loss:-0.003738 fps:1522 +frame:2.73e+06 wall_t:1794 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:0.819 +2026-01-08 13:45:00 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:732.40 total_reward_ma:318.01 loss:-0.005256 fps:1522 +frame:2.74e+06 wall_t:1800 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:0.8223 +2026-01-08 13:45:06 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:741.50 total_reward_ma:324.92 loss:-0.003113 fps:1522 +frame:2.75e+06 wall_t:1807 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:0.7676 +2026-01-08 13:45:13 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:748.00 total_reward_ma:331.88 loss:-0.005197 fps:1521 +frame:2.76e+06 wall_t:1814 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:0.8124 +2026-01-08 13:45:20 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:752.90 total_reward_ma:338.88 loss:-0.001447 fps:1522 +frame:2.77e+06 wall_t:1820 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:0.6836 +2026-01-08 13:45:26 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:755.30 total_reward_ma:345.92 loss:-0.007396 fps:1522 +frame:2.78e+06 wall_t:1827 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:0.7541 +2026-01-08 13:45:33 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:765.00 total_reward_ma:353.06 loss:0.0004918 fps:1522 +frame:2.79e+06 wall_t:1833 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:0.9924 +2026-01-08 13:45:39 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:772.90 total_reward_ma:360.30 loss:-0.001774 fps:1522 +frame:2.80e+06 wall_t:1840 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:0.7688 +2026-01-08 13:45:46 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:777.60 total_reward_ma:367.61 loss:-0.00521 fps:1522 +frame:2.81e+06 wall_t:1846 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:0.8941 +2026-01-08 13:45:52 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:796.10 total_reward_ma:375.10 loss:-0.002687 fps:1523 +frame:2.82e+06 wall_t:1852 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:0.8066 +2026-01-08 13:45:58 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:803.30 total_reward_ma:382.66 loss:-0.0009186 fps:1522 +frame:2.83e+06 wall_t:1859 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:0.6592 +2026-01-08 13:46:05 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:812.60 total_reward_ma:390.31 loss:-0.003231 fps:1522 +frame:2.84e+06 wall_t:1866 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:1.139 +2026-01-08 13:46:12 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:821.40 total_reward_ma:398.03 loss:0.005474 fps:1522 +frame:2.85e+06 wall_t:1872 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:0.8774 +2026-01-08 13:46:18 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:827.30 total_reward_ma:405.80 loss:-0.001423 fps:1522 +frame:2.86e+06 wall_t:1879 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:0.8484 +2026-01-08 13:46:25 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:833.90 total_reward_ma:413.62 loss:-0.0001464 fps:1523 +frame:2.87e+06 wall_t:1885 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:1.086 +2026-01-08 13:46:31 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:833.40 total_reward_ma:421.41 loss:-0.002072 fps:1522 +frame:2.88e+06 wall_t:1892 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:0.8168 +2026-01-08 13:46:38 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:838.90 total_reward_ma:429.26 loss:-0.006806 fps:1523 +frame:2.89e+06 wall_t:1898 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:0.8104 +2026-01-08 13:46:44 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:848.10 total_reward_ma:437.19 loss:-0.005701 fps:1522 +frame:2.90e+06 wall_t:1905 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:0.973 +2026-01-08 13:46:50 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:859.00 total_reward_ma:445.22 loss:0.004151 fps:1523 +frame:2.91e+06 wall_t:1911 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:0.7192 +2026-01-08 13:46:57 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:860.50 total_reward_ma:453.28 loss:-0.002566 fps:1523 +frame:2.92e+06 wall_t:1917 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:0.9961 +2026-01-08 13:47:03 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:865.30 total_reward_ma:461.37 loss:-0.005555 fps:1524 +frame:2.93e+06 wall_t:1923 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:0.8176 +2026-01-08 13:47:09 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:877.60 total_reward_ma:469.58 loss:-0.003482 fps:1523 +frame:2.94e+06 wall_t:1930 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:0.776 +2026-01-08 13:47:15 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:885.20 total_reward_ma:477.86 loss:-0.003508 fps:1524 +frame:2.95e+06 wall_t:1936 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:0.761 +2026-01-08 13:47:22 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:892.70 total_reward_ma:486.20 loss:0.002414 fps:1524 +frame:2.96e+06 wall_t:1942 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:0.928 +2026-01-08 13:47:28 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:903.80 total_reward_ma:494.64 loss:-0.006925 fps:1524 +frame:2.97e+06 wall_t:1949 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:0.863 +2026-01-08 13:47:35 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:909.50 total_reward_ma:503.13 loss:-0.006827 fps:1524 +frame:2.98e+06 wall_t:1955 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:0.9849 +2026-01-08 13:47:41 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:909.00 total_reward_ma:511.59 loss:0.003022 fps:1525 +frame:2.99e+06 wall_t:1961 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:1.166 +2026-01-08 13:47:47 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:917.00 total_reward_ma:520.15 loss:-0.005389 fps:1524 +frame:3.00e+06 wall_t:1968 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:0.9812 +2026-01-08 13:47:54 | INFO | PID:1606 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_bankheist_t0_s0 [train] +total_reward:919.40 total_reward_ma:528.71 loss:-0.004549 fps:1525 +frame:3.01e+06 wall_t:1974 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:0.8391 diff --git a/data/ppo_atari_lam70_bankheist_2026_01_08_131453/log/ppo_atari_lam70_bankheist_t0_s1.log b/data/ppo_atari_lam70_bankheist_2026_01_08_131453/log/ppo_atari_lam70_bankheist_t0_s1.log new file mode 100644 index 0000000000000000000000000000000000000000..685296c8d08eb773c4e7b4868ed29f15e3fae438 --- /dev/null +++ b/data/ppo_atari_lam70_bankheist_2026_01_08_131453/log/ppo_atari_lam70_bankheist_t0_s1.log @@ -0,0 +1,4002 @@ +2026-01-08 13:14:57 | INFO | PID:1607 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-08 13:15:19 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:6.00 total_reward_ma:6.00 loss:-0.03165 fps:526.3 +frame:1.00e+04 wall_t:19 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:2.65 +2026-01-08 13:15:25 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:8.06 total_reward_ma:7.03 loss:-0.03423 fps:800 +frame:2.00e+04 wall_t:25 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:2.669 +2026-01-08 13:15:31 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:8.00 total_reward_ma:7.35 loss:-0.03381 fps:967.7 +frame:3.00e+04 wall_t:31 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:2.654 +2026-01-08 13:15:38 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:9.26 total_reward_ma:7.83 loss:-0.03097 fps:1026 +frame:4.00e+04 wall_t:39 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:2.688 +2026-01-08 13:15:44 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:10.11 total_reward_ma:8.29 loss:-0.03421 fps:1111 +frame:5.00e+04 wall_t:45 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:2.667 +2026-01-08 13:15:51 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:10.60 total_reward_ma:8.67 loss:-0.03434 fps:1176 +frame:6.00e+04 wall_t:51 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:2.654 +2026-01-08 13:15:57 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:12.10 total_reward_ma:9.16 loss:-0.03002 fps:1228 +frame:7.00e+04 wall_t:57 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:2.611 +2026-01-08 13:16:03 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:12.70 total_reward_ma:9.61 loss:-0.0319 fps:1270 +frame:8.00e+04 wall_t:63 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:2.616 +2026-01-08 13:16:09 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:12.50 total_reward_ma:9.93 loss:-0.03402 fps:1304 +frame:9.00e+04 wall_t:69 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:2.656 +2026-01-08 13:16:15 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:14.00 total_reward_ma:10.33 loss:-0.03168 fps:1333 +frame:1.00e+05 wall_t:75 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:2.588 +2026-01-08 13:16:21 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:13.50 total_reward_ma:10.62 loss:-0.03543 fps:1341 +frame:1.10e+05 wall_t:82 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:2.68 +2026-01-08 13:16:27 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:14.40 total_reward_ma:10.94 loss:-0.03255 fps:1364 +frame:1.20e+05 wall_t:88 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:2.64 +2026-01-08 13:16:33 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:14.70 total_reward_ma:11.23 loss:-0.03127 fps:1383 +frame:1.30e+05 wall_t:94 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:2.678 +2026-01-08 13:16:40 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:16.00 total_reward_ma:11.57 loss:-0.03073 fps:1400 +frame:1.40e+05 wall_t:100 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:2.63 +2026-01-08 13:16:46 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:15.80 total_reward_ma:11.85 loss:-0.03078 fps:1415 +frame:1.50e+05 wall_t:106 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:2.64 +2026-01-08 13:16:52 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:16.70 total_reward_ma:12.15 loss:-0.03423 fps:1416 +frame:1.60e+05 wall_t:113 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:2.598 +2026-01-08 13:16:58 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:16.40 total_reward_ma:12.40 loss:-0.03477 fps:1429 +frame:1.70e+05 wall_t:119 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:2.631 +2026-01-08 13:17:04 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:16.00 total_reward_ma:12.60 loss:-0.0323 fps:1440 +frame:1.80e+05 wall_t:125 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:2.515 +2026-01-08 13:17:11 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:16.40 total_reward_ma:12.80 loss:-0.03206 fps:1450 +frame:1.90e+05 wall_t:131 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:2.537 +2026-01-08 13:17:17 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:17.70 total_reward_ma:13.05 loss:-0.02921 fps:1460 +frame:2.00e+05 wall_t:137 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:2.481 +2026-01-08 13:17:23 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:19.00 total_reward_ma:13.33 loss:-0.02757 fps:1458 +frame:2.10e+05 wall_t:144 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:2.438 +2026-01-08 13:17:29 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:19.90 total_reward_ma:13.63 loss:-0.03449 fps:1467 +frame:2.20e+05 wall_t:150 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:2.633 +2026-01-08 13:17:36 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:21.20 total_reward_ma:13.96 loss:-0.02993 fps:1474 +frame:2.30e+05 wall_t:156 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:2.475 +2026-01-08 13:17:42 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:21.50 total_reward_ma:14.27 loss:-0.02949 fps:1472 +frame:2.40e+05 wall_t:163 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:2.409 +2026-01-08 13:17:48 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:21.20 total_reward_ma:14.55 loss:-0.03068 fps:1479 +frame:2.50e+05 wall_t:169 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:2.539 +2026-01-08 13:17:54 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:20.50 total_reward_ma:14.78 loss:-0.03183 fps:1486 +frame:2.60e+05 wall_t:175 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:2.519 +2026-01-08 13:18:00 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:21.70 total_reward_ma:15.03 loss:-0.03157 fps:1492 +frame:2.70e+05 wall_t:181 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:2.469 +2026-01-08 13:18:06 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:21.40 total_reward_ma:15.26 loss:-0.03442 fps:1497 +frame:2.80e+05 wall_t:187 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:2.522 +2026-01-08 13:18:13 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:21.90 total_reward_ma:15.49 loss:-0.03074 fps:1503 +frame:2.90e+05 wall_t:193 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:2.456 +2026-01-08 13:18:19 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:23.00 total_reward_ma:15.74 loss:-0.03008 fps:1500 +frame:3.00e+05 wall_t:200 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:2.356 +2026-01-08 13:18:25 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:23.70 total_reward_ma:16.00 loss:-0.02939 fps:1505 +frame:3.10e+05 wall_t:206 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:2.352 +2026-01-08 13:18:31 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:24.50 total_reward_ma:16.26 loss:-0.03179 fps:1509 +frame:3.20e+05 wall_t:212 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:2.298 +2026-01-08 13:18:38 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:25.50 total_reward_ma:16.54 loss:-0.03033 fps:1514 +frame:3.30e+05 wall_t:218 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:2.432 +2026-01-08 13:18:44 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:26.50 total_reward_ma:16.84 loss:-0.02761 fps:1518 +frame:3.40e+05 wall_t:224 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:2.314 +2026-01-08 13:18:49 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:27.50 total_reward_ma:17.14 loss:-0.02833 fps:1522 +frame:3.50e+05 wall_t:230 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:2.257 +2026-01-08 13:18:56 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:26.20 total_reward_ma:17.39 loss:-0.02692 fps:1525 +frame:3.60e+05 wall_t:236 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:2.27 +2026-01-08 13:19:02 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:25.90 total_reward_ma:17.62 loss:-0.0277 fps:1529 +frame:3.70e+05 wall_t:242 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:2.239 +2026-01-08 13:19:08 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:27.00 total_reward_ma:17.87 loss:-0.02797 fps:1532 +frame:3.80e+05 wall_t:248 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:2.231 +2026-01-08 13:19:14 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:27.40 total_reward_ma:18.11 loss:-0.02632 fps:1529 +frame:3.90e+05 wall_t:255 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:2.19 +2026-01-08 13:19:20 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:27.70 total_reward_ma:18.35 loss:-0.02885 fps:1533 +frame:4.00e+05 wall_t:261 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:2.311 +2026-01-08 13:19:27 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:29.30 total_reward_ma:18.62 loss:-0.02649 fps:1536 +frame:4.10e+05 wall_t:267 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:2.262 +2026-01-08 13:19:33 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:31.20 total_reward_ma:18.92 loss:-0.02582 fps:1538 +frame:4.20e+05 wall_t:273 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:2.209 +2026-01-08 13:19:38 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:31.80 total_reward_ma:19.22 loss:-0.02902 fps:1541 +frame:4.30e+05 wall_t:279 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:2.247 +2026-01-08 13:19:45 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:31.10 total_reward_ma:19.49 loss:-0.02494 fps:1544 +frame:4.40e+05 wall_t:285 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:2.16 +2026-01-08 13:19:51 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:31.40 total_reward_ma:19.75 loss:-0.02745 fps:1546 +frame:4.50e+05 wall_t:291 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:2.057 +2026-01-08 13:19:58 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:30.80 total_reward_ma:19.99 loss:-0.02891 fps:1544 +frame:4.60e+05 wall_t:298 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:2.063 +2026-01-08 13:20:03 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:29.70 total_reward_ma:20.20 loss:-0.02824 fps:1546 +frame:4.70e+05 wall_t:304 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:2.157 +2026-01-08 13:20:10 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:30.50 total_reward_ma:20.42 loss:-0.02471 fps:1548 +frame:4.80e+05 wall_t:310 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:2.161 +2026-01-08 13:20:16 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:32.00 total_reward_ma:20.65 loss:-0.02749 fps:1551 +frame:4.90e+05 wall_t:316 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:2.16 +2026-01-08 13:20:22 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:31.70 total_reward_ma:20.87 loss:-0.02825 fps:1548 +frame:5.00e+05 wall_t:323 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:2.185 +2026-01-08 13:20:28 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:31.90 total_reward_ma:21.09 loss:-0.02564 fps:1550 +frame:5.10e+05 wall_t:329 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:2.241 +2026-01-08 13:20:34 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:31.30 total_reward_ma:21.29 loss:-0.02496 fps:1557 +frame:5.20e+05 wall_t:334 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:2.127 +2026-01-08 13:20:40 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:33.40 total_reward_ma:21.51 loss:-0.02757 fps:1559 +frame:5.30e+05 wall_t:340 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:2.233 +2026-01-08 13:20:46 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:34.60 total_reward_ma:21.76 loss:-0.02404 fps:1556 +frame:5.40e+05 wall_t:347 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:1.962 +2026-01-08 13:20:53 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:34.60 total_reward_ma:21.99 loss:-0.02407 fps:1558 +frame:5.50e+05 wall_t:353 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:2.072 +2026-01-08 13:20:59 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:36.60 total_reward_ma:22.25 loss:-0.01786 fps:1560 +frame:5.60e+05 wall_t:359 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:1.836 +2026-01-08 13:21:05 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:40.30 total_reward_ma:22.57 loss:-0.02342 fps:1562 +frame:5.70e+05 wall_t:365 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:1.931 +2026-01-08 13:21:11 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:42.30 total_reward_ma:22.91 loss:-0.02738 fps:1559 +frame:5.80e+05 wall_t:372 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:1.976 +2026-01-08 13:21:17 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:42.20 total_reward_ma:23.23 loss:-0.0237 fps:1561 +frame:5.90e+05 wall_t:378 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:2.01 +2026-01-08 13:21:23 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:41.40 total_reward_ma:23.54 loss:-0.02141 fps:1562 +frame:6.00e+05 wall_t:384 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:1.756 +2026-01-08 13:21:29 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:42.10 total_reward_ma:23.84 loss:-0.02332 fps:1564 +frame:6.10e+05 wall_t:390 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:1.811 +2026-01-08 13:21:36 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:41.90 total_reward_ma:24.13 loss:-0.02375 fps:1562 +frame:6.20e+05 wall_t:397 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:1.869 +2026-01-08 13:21:42 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:39.50 total_reward_ma:24.38 loss:-0.02454 fps:1563 +frame:6.30e+05 wall_t:403 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:1.777 +2026-01-08 13:21:49 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:38.30 total_reward_ma:24.59 loss:-0.01863 fps:1565 +frame:6.40e+05 wall_t:409 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:1.666 +2026-01-08 13:21:55 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:40.90 total_reward_ma:24.85 loss:-0.02438 fps:1566 +frame:6.50e+05 wall_t:415 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:2.012 +2026-01-08 13:22:01 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:41.30 total_reward_ma:25.09 loss:-0.0227 fps:1568 +frame:6.60e+05 wall_t:421 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:1.831 +2026-01-08 13:22:07 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:42.50 total_reward_ma:25.35 loss:-0.02236 fps:1565 +frame:6.70e+05 wall_t:428 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:1.861 +2026-01-08 13:22:13 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:42.40 total_reward_ma:25.61 loss:-0.02073 fps:1567 +frame:6.80e+05 wall_t:434 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:1.867 +2026-01-08 13:22:19 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:43.80 total_reward_ma:25.87 loss:-0.02468 fps:1572 +frame:6.90e+05 wall_t:439 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:2 +2026-01-08 13:22:25 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:42.70 total_reward_ma:26.11 loss:-0.02094 fps:1570 +frame:7.00e+05 wall_t:446 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:1.852 +2026-01-08 13:22:31 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:43.10 total_reward_ma:26.35 loss:-0.01856 fps:1571 +frame:7.10e+05 wall_t:452 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:1.766 +2026-01-08 13:22:38 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:44.50 total_reward_ma:26.60 loss:-0.01722 fps:1572 +frame:7.20e+05 wall_t:458 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:1.477 +2026-01-08 13:22:44 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:43.10 total_reward_ma:26.83 loss:-0.02113 fps:1573 +frame:7.30e+05 wall_t:464 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:1.996 +2026-01-08 13:22:50 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:41.80 total_reward_ma:27.03 loss:-0.02125 fps:1571 +frame:7.40e+05 wall_t:471 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:1.899 +2026-01-08 13:22:56 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:40.50 total_reward_ma:27.21 loss:-0.02172 fps:1572 +frame:7.50e+05 wall_t:477 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:1.663 +2026-01-08 13:23:03 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:41.80 total_reward_ma:27.40 loss:-0.02138 fps:1573 +frame:7.60e+05 wall_t:483 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:1.736 +2026-01-08 13:23:08 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:42.50 total_reward_ma:27.60 loss:-0.02361 fps:1575 +frame:7.70e+05 wall_t:489 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:1.836 +2026-01-08 13:23:15 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:41.00 total_reward_ma:27.77 loss:-0.01771 fps:1576 +frame:7.80e+05 wall_t:495 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:1.754 +2026-01-08 13:23:21 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:43.80 total_reward_ma:27.97 loss:-0.01787 fps:1577 +frame:7.90e+05 wall_t:501 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:1.549 +2026-01-08 13:23:27 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:45.80 total_reward_ma:28.19 loss:-0.01988 fps:1575 +frame:8.00e+05 wall_t:508 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:1.754 +2026-01-08 13:23:34 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:49.00 total_reward_ma:28.45 loss:-0.01883 fps:1576 +frame:8.10e+05 wall_t:514 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:1.666 +2026-01-08 13:23:40 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:48.60 total_reward_ma:28.70 loss:-0.02103 fps:1577 +frame:8.20e+05 wall_t:520 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:1.684 +2026-01-08 13:23:46 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:48.20 total_reward_ma:28.93 loss:-0.02031 fps:1578 +frame:8.30e+05 wall_t:526 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:1.717 +2026-01-08 13:23:52 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:48.20 total_reward_ma:29.16 loss:-0.01826 fps:1576 +frame:8.40e+05 wall_t:533 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:1.682 +2026-01-08 13:23:58 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:50.50 total_reward_ma:29.41 loss:-0.02144 fps:1577 +frame:8.50e+05 wall_t:539 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:1.779 +2026-01-08 13:24:04 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:48.50 total_reward_ma:29.63 loss:-0.01567 fps:1578 +frame:8.60e+05 wall_t:545 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:1.747 +2026-01-08 13:24:10 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:49.40 total_reward_ma:29.86 loss:-0.02187 fps:1579 +frame:8.70e+05 wall_t:551 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:1.828 +2026-01-08 13:24:17 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:49.90 total_reward_ma:30.09 loss:-0.02292 fps:1580 +frame:8.80e+05 wall_t:557 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:1.788 +2026-01-08 13:24:23 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:51.30 total_reward_ma:30.33 loss:-0.01905 fps:1581 +frame:8.90e+05 wall_t:563 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:1.776 +2026-01-08 13:24:29 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:51.60 total_reward_ma:30.56 loss:-0.02205 fps:1582 +frame:9.00e+05 wall_t:569 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:1.856 +2026-01-08 13:24:35 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:52.20 total_reward_ma:30.80 loss:-0.02564 fps:1583 +frame:9.10e+05 wall_t:575 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:1.819 +2026-01-08 13:24:41 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:48.70 total_reward_ma:31.00 loss:-0.01866 fps:1581 +frame:9.20e+05 wall_t:582 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:1.765 +2026-01-08 13:24:48 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:47.30 total_reward_ma:31.17 loss:-0.01564 fps:1582 +frame:9.30e+05 wall_t:588 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:1.934 +2026-01-08 13:24:54 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:47.00 total_reward_ma:31.34 loss:-0.02524 fps:1582 +frame:9.40e+05 wall_t:594 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:2.071 +2026-01-08 13:25:00 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:46.70 total_reward_ma:31.50 loss:-0.02064 fps:1583 +frame:9.50e+05 wall_t:600 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:1.62 +2026-01-08 13:25:06 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:46.90 total_reward_ma:31.66 loss:-0.01594 fps:1584 +frame:9.60e+05 wall_t:606 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:1.571 +2026-01-08 13:25:12 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:47.70 total_reward_ma:31.83 loss:-0.019 fps:1582 +frame:9.70e+05 wall_t:613 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:1.658 +2026-01-08 13:25:19 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:49.90 total_reward_ma:32.01 loss:-0.01751 fps:1583 +frame:9.80e+05 wall_t:619 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:1.633 +2026-01-08 13:25:25 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:51.30 total_reward_ma:32.21 loss:-0.02155 fps:1581 +frame:9.90e+05 wall_t:626 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:1.822 +2026-01-08 13:25:32 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:51.70 total_reward_ma:32.40 loss:-0.02197 fps:1582 +frame:1.00e+06 wall_t:632 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:1.947 +2026-01-08 13:25:38 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:53.40 total_reward_ma:32.88 loss:-0.02568 fps:1583 +frame:1.01e+06 wall_t:638 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:1.977 +2026-01-08 13:25:44 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:51.20 total_reward_ma:33.31 loss:-0.02128 fps:1581 +frame:1.02e+06 wall_t:645 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:1.783 +2026-01-08 13:25:50 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:49.90 total_reward_ma:33.73 loss:-0.02224 fps:1585 +frame:1.03e+06 wall_t:650 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:1.683 +2026-01-08 13:25:56 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:50.00 total_reward_ma:34.13 loss:-0.02126 fps:1583 +frame:1.04e+06 wall_t:657 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:1.664 +2026-01-08 13:26:02 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:47.80 total_reward_ma:34.51 loss:-0.01674 fps:1584 +frame:1.05e+06 wall_t:663 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:1.648 +2026-01-08 13:26:09 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:47.10 total_reward_ma:34.88 loss:-0.02362 fps:1584 +frame:1.06e+06 wall_t:669 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:1.859 +2026-01-08 13:26:15 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:46.20 total_reward_ma:35.22 loss:-0.02105 fps:1585 +frame:1.07e+06 wall_t:675 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:2.051 +2026-01-08 13:26:21 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:47.80 total_reward_ma:35.57 loss:-0.0226 fps:1586 +frame:1.08e+06 wall_t:681 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:2.003 +2026-01-08 13:26:27 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:48.40 total_reward_ma:35.93 loss:-0.02499 fps:1584 +frame:1.09e+06 wall_t:688 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:1.998 +2026-01-08 13:26:34 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:47.90 total_reward_ma:36.26 loss:-0.02987 fps:1585 +frame:1.10e+06 wall_t:694 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:2.122 +2026-01-08 13:26:39 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:46.70 total_reward_ma:36.60 loss:-0.02606 fps:1586 +frame:1.11e+06 wall_t:700 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:2.025 +2026-01-08 13:26:46 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:46.20 total_reward_ma:36.91 loss:-0.02263 fps:1586 +frame:1.12e+06 wall_t:706 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:2.081 +2026-01-08 13:26:52 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:44.10 total_reward_ma:37.21 loss:-0.02529 fps:1587 +frame:1.13e+06 wall_t:712 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:2.069 +2026-01-08 13:26:58 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:44.90 total_reward_ma:37.50 loss:-0.02463 fps:1588 +frame:1.14e+06 wall_t:718 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:2.068 +2026-01-08 13:27:04 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:42.70 total_reward_ma:37.77 loss:-0.02779 fps:1586 +frame:1.15e+06 wall_t:725 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:2.302 +2026-01-08 13:27:11 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:43.40 total_reward_ma:38.03 loss:-0.02622 fps:1587 +frame:1.16e+06 wall_t:731 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:2.155 +2026-01-08 13:27:17 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:44.60 total_reward_ma:38.32 loss:-0.02246 fps:1585 +frame:1.17e+06 wall_t:738 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:2.067 +2026-01-08 13:27:24 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:42.10 total_reward_ma:38.58 loss:-0.025 fps:1586 +frame:1.18e+06 wall_t:744 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:2.106 +2026-01-08 13:27:30 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:42.20 total_reward_ma:38.83 loss:-0.02659 fps:1587 +frame:1.19e+06 wall_t:750 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:2.085 +2026-01-08 13:27:35 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:42.50 total_reward_ma:39.08 loss:-0.02694 fps:1587 +frame:1.20e+06 wall_t:756 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:2.141 +2026-01-08 13:27:42 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:39.50 total_reward_ma:39.29 loss:-0.02293 fps:1588 +frame:1.21e+06 wall_t:762 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:2.009 +2026-01-08 13:27:48 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:40.00 total_reward_ma:39.49 loss:-0.02559 fps:1589 +frame:1.22e+06 wall_t:768 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:1.963 +2026-01-08 13:27:54 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:39.80 total_reward_ma:39.67 loss:-0.02621 fps:1587 +frame:1.23e+06 wall_t:775 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:2.108 +2026-01-08 13:28:01 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:40.20 total_reward_ma:39.86 loss:-0.02636 fps:1588 +frame:1.24e+06 wall_t:781 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:1.952 +2026-01-08 13:28:07 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:39.80 total_reward_ma:40.05 loss:-0.02487 fps:1586 +frame:1.25e+06 wall_t:788 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:2 +2026-01-08 13:28:14 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:38.90 total_reward_ma:40.23 loss:-0.02475 fps:1587 +frame:1.26e+06 wall_t:794 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:1.873 +2026-01-08 13:28:20 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:40.40 total_reward_ma:40.42 loss:-0.02745 fps:1586 +frame:1.27e+06 wall_t:801 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:2.067 +2026-01-08 13:28:27 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:41.70 total_reward_ma:40.62 loss:-0.02657 fps:1586 +frame:1.28e+06 wall_t:807 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:2.049 +2026-01-08 13:28:33 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:42.30 total_reward_ma:40.83 loss:-0.02311 fps:1585 +frame:1.29e+06 wall_t:814 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:2.104 +2026-01-08 13:28:39 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:41.20 total_reward_ma:41.01 loss:-0.02643 fps:1585 +frame:1.30e+06 wall_t:820 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:2.118 +2026-01-08 13:28:46 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:40.30 total_reward_ma:41.17 loss:-0.0292 fps:1586 +frame:1.31e+06 wall_t:826 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:2.32 +2026-01-08 13:28:52 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:38.00 total_reward_ma:41.31 loss:-0.03296 fps:1587 +frame:1.32e+06 wall_t:832 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:2.383 +2026-01-08 13:28:58 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:37.40 total_reward_ma:41.43 loss:-0.03044 fps:1585 +frame:1.33e+06 wall_t:839 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:2.281 +2026-01-08 13:29:05 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:38.00 total_reward_ma:41.54 loss:-0.02811 fps:1586 +frame:1.34e+06 wall_t:845 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:2.201 +2026-01-08 13:29:11 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:38.20 total_reward_ma:41.65 loss:-0.0302 fps:1586 +frame:1.35e+06 wall_t:851 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:2.337 +2026-01-08 13:29:17 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:39.30 total_reward_ma:41.78 loss:-0.02768 fps:1587 +frame:1.36e+06 wall_t:857 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:2.149 +2026-01-08 13:29:23 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:41.60 total_reward_ma:41.94 loss:-0.02882 fps:1587 +frame:1.37e+06 wall_t:863 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:2.137 +2026-01-08 13:29:29 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:42.10 total_reward_ma:42.09 loss:-0.02685 fps:1586 +frame:1.38e+06 wall_t:870 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:2.065 +2026-01-08 13:29:35 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:42.30 total_reward_ma:42.24 loss:-0.02624 fps:1587 +frame:1.39e+06 wall_t:876 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:1.997 +2026-01-08 13:29:42 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:43.70 total_reward_ma:42.40 loss:-0.02473 fps:1587 +frame:1.40e+06 wall_t:882 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:2.026 +2026-01-08 13:29:48 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:44.60 total_reward_ma:42.55 loss:-0.02735 fps:1586 +frame:1.41e+06 wall_t:889 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:2.15 +2026-01-08 13:29:55 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:43.90 total_reward_ma:42.68 loss:-0.02698 fps:1587 +frame:1.42e+06 wall_t:895 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:2.125 +2026-01-08 13:30:01 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:44.40 total_reward_ma:42.80 loss:-0.02847 fps:1585 +frame:1.43e+06 wall_t:902 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:2.171 +2026-01-08 13:30:07 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:43.70 total_reward_ma:42.93 loss:-0.02912 fps:1586 +frame:1.44e+06 wall_t:908 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:2.284 +2026-01-08 13:30:14 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:43.40 total_reward_ma:43.05 loss:-0.02977 fps:1586 +frame:1.45e+06 wall_t:914 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:2.117 +2026-01-08 13:30:20 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:44.10 total_reward_ma:43.18 loss:-0.02944 fps:1587 +frame:1.46e+06 wall_t:920 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:2.106 +2026-01-08 13:30:26 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:45.00 total_reward_ma:43.34 loss:-0.02718 fps:1587 +frame:1.47e+06 wall_t:926 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:2.147 +2026-01-08 13:30:32 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:46.70 total_reward_ma:43.50 loss:-0.0261 fps:1588 +frame:1.48e+06 wall_t:932 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:2.156 +2026-01-08 13:30:38 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:47.40 total_reward_ma:43.65 loss:-0.02674 fps:1587 +frame:1.49e+06 wall_t:939 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:2.16 +2026-01-08 13:30:44 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:47.40 total_reward_ma:43.81 loss:-0.02781 fps:1587 +frame:1.50e+06 wall_t:945 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:2.227 +2026-01-08 13:30:51 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:47.20 total_reward_ma:43.96 loss:-0.03107 fps:1588 +frame:1.51e+06 wall_t:951 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:2.27 +2026-01-08 13:30:57 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:47.80 total_reward_ma:44.13 loss:-0.0317 fps:1588 +frame:1.52e+06 wall_t:957 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:2.215 +2026-01-08 13:31:03 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:44.30 total_reward_ma:44.24 loss:-0.02818 fps:1587 +frame:1.53e+06 wall_t:964 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:2.185 +2026-01-08 13:31:09 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:44.50 total_reward_ma:44.33 loss:-0.03297 fps:1589 +frame:1.54e+06 wall_t:969 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:2.341 +2026-01-08 13:31:15 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:45.60 total_reward_ma:44.44 loss:-0.03084 fps:1588 +frame:1.55e+06 wall_t:976 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:2.302 +2026-01-08 13:31:21 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:43.50 total_reward_ma:44.51 loss:-0.031 fps:1589 +frame:1.56e+06 wall_t:982 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:2.233 +2026-01-08 13:31:27 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:42.70 total_reward_ma:44.54 loss:-0.03118 fps:1589 +frame:1.57e+06 wall_t:988 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:2.172 +2026-01-08 13:31:34 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:42.20 total_reward_ma:44.54 loss:-0.03348 fps:1590 +frame:1.58e+06 wall_t:994 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:2.334 +2026-01-08 13:31:40 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:41.60 total_reward_ma:44.53 loss:-0.02999 fps:1590 +frame:1.59e+06 wall_t:1000 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:2.36 +2026-01-08 13:31:46 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:41.90 total_reward_ma:44.54 loss:-0.0306 fps:1589 +frame:1.60e+06 wall_t:1007 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:2.239 +2026-01-08 13:31:53 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:42.20 total_reward_ma:44.54 loss:-0.03033 fps:1589 +frame:1.61e+06 wall_t:1013 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:2.212 +2026-01-08 13:31:59 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:41.40 total_reward_ma:44.53 loss:-0.0313 fps:1588 +frame:1.62e+06 wall_t:1020 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:2.132 +2026-01-08 13:32:05 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:42.70 total_reward_ma:44.56 loss:-0.03295 fps:1589 +frame:1.63e+06 wall_t:1026 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:2.361 +2026-01-08 13:32:11 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:42.90 total_reward_ma:44.61 loss:-0.03057 fps:1589 +frame:1.64e+06 wall_t:1032 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:2.199 +2026-01-08 13:32:18 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:43.10 total_reward_ma:44.63 loss:-0.02946 fps:1590 +frame:1.65e+06 wall_t:1038 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:2.183 +2026-01-08 13:32:24 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:42.70 total_reward_ma:44.65 loss:-0.02922 fps:1589 +frame:1.66e+06 wall_t:1045 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:2.2 +2026-01-08 13:32:31 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:44.60 total_reward_ma:44.67 loss:-0.03003 fps:1589 +frame:1.67e+06 wall_t:1051 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:2.194 +2026-01-08 13:32:37 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:45.00 total_reward_ma:44.69 loss:-0.02905 fps:1589 +frame:1.68e+06 wall_t:1057 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:2.139 +2026-01-08 13:32:43 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:45.00 total_reward_ma:44.71 loss:-0.02886 fps:1590 +frame:1.69e+06 wall_t:1063 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:2.083 +2026-01-08 13:32:49 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:46.40 total_reward_ma:44.74 loss:-0.02631 fps:1589 +frame:1.70e+06 wall_t:1070 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:2.007 +2026-01-08 13:32:55 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:47.80 total_reward_ma:44.79 loss:-0.03047 fps:1589 +frame:1.71e+06 wall_t:1076 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:2.104 +2026-01-08 13:33:01 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:48.50 total_reward_ma:44.83 loss:-0.03038 fps:1590 +frame:1.72e+06 wall_t:1082 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:2.159 +2026-01-08 13:33:08 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:48.20 total_reward_ma:44.88 loss:-0.02912 fps:1590 +frame:1.73e+06 wall_t:1088 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:2.087 +2026-01-08 13:33:14 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:49.10 total_reward_ma:44.95 loss:-0.02757 fps:1590 +frame:1.74e+06 wall_t:1094 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:2.014 +2026-01-08 13:33:20 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:48.80 total_reward_ma:45.04 loss:-0.0265 fps:1589 +frame:1.75e+06 wall_t:1101 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:2.064 +2026-01-08 13:33:27 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:47.70 total_reward_ma:45.10 loss:-0.02823 fps:1590 +frame:1.76e+06 wall_t:1107 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:2.088 +2026-01-08 13:33:33 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:49.00 total_reward_ma:45.16 loss:-0.02786 fps:1590 +frame:1.77e+06 wall_t:1113 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:1.926 +2026-01-08 13:33:39 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:49.50 total_reward_ma:45.24 loss:-0.02834 fps:1589 +frame:1.78e+06 wall_t:1120 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:1.941 +2026-01-08 13:33:45 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:49.30 total_reward_ma:45.30 loss:-0.02397 fps:1590 +frame:1.79e+06 wall_t:1126 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:1.791 +2026-01-08 13:33:51 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:49.30 total_reward_ma:45.33 loss:-0.02529 fps:1590 +frame:1.80e+06 wall_t:1132 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:2.024 +2026-01-08 13:33:58 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:49.90 total_reward_ma:45.34 loss:-0.02688 fps:1591 +frame:1.81e+06 wall_t:1138 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:1.946 +2026-01-08 13:34:04 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:49.30 total_reward_ma:45.35 loss:-0.02639 fps:1591 +frame:1.82e+06 wall_t:1144 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:1.976 +2026-01-08 13:34:10 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:49.90 total_reward_ma:45.37 loss:-0.02478 fps:1590 +frame:1.83e+06 wall_t:1151 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:2.047 +2026-01-08 13:34:16 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:51.40 total_reward_ma:45.40 loss:-0.02647 fps:1590 +frame:1.84e+06 wall_t:1157 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:1.983 +2026-01-08 13:34:22 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:52.00 total_reward_ma:45.41 loss:-0.02083 fps:1591 +frame:1.85e+06 wall_t:1163 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:1.899 +2026-01-08 13:34:29 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:53.60 total_reward_ma:45.47 loss:-0.02416 fps:1591 +frame:1.86e+06 wall_t:1169 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:1.97 +2026-01-08 13:34:35 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:54.90 total_reward_ma:45.52 loss:-0.02611 fps:1591 +frame:1.87e+06 wall_t:1175 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:1.931 +2026-01-08 13:34:41 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:56.00 total_reward_ma:45.58 loss:-0.02262 fps:1592 +frame:1.88e+06 wall_t:1181 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:1.889 +2026-01-08 13:34:47 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:60.10 total_reward_ma:45.67 loss:-0.02833 fps:1591 +frame:1.89e+06 wall_t:1188 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:1.891 +2026-01-08 13:34:54 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:60.80 total_reward_ma:45.76 loss:-0.02522 fps:1591 +frame:1.90e+06 wall_t:1194 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:1.927 +2026-01-08 13:35:00 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:62.20 total_reward_ma:45.86 loss:-0.02396 fps:1590 +frame:1.91e+06 wall_t:1201 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:1.85 +2026-01-08 13:35:07 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:62.20 total_reward_ma:46.00 loss:-0.02494 fps:1591 +frame:1.92e+06 wall_t:1207 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:1.936 +2026-01-08 13:35:13 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:63.30 total_reward_ma:46.16 loss:-0.02377 fps:1590 +frame:1.93e+06 wall_t:1214 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:1.807 +2026-01-08 13:35:20 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:63.30 total_reward_ma:46.32 loss:-0.02671 fps:1590 +frame:1.94e+06 wall_t:1220 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:1.927 +2026-01-08 13:35:26 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:65.30 total_reward_ma:46.51 loss:-0.02244 fps:1589 +frame:1.95e+06 wall_t:1227 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:1.749 +2026-01-08 13:35:32 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:67.70 total_reward_ma:46.71 loss:-0.02059 fps:1590 +frame:1.96e+06 wall_t:1233 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:1.791 +2026-01-08 13:35:38 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:67.80 total_reward_ma:46.91 loss:-0.02199 fps:1590 +frame:1.97e+06 wall_t:1239 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:1.737 +2026-01-08 13:35:45 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:67.70 total_reward_ma:47.09 loss:-0.02257 fps:1590 +frame:1.98e+06 wall_t:1245 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:1.905 +2026-01-08 13:35:51 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:67.50 total_reward_ma:47.26 loss:-0.02438 fps:1591 +frame:1.99e+06 wall_t:1251 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:1.834 +2026-01-08 13:35:57 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:66.00 total_reward_ma:47.40 loss:-0.02641 fps:1590 +frame:2.00e+06 wall_t:1258 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:1.903 +2026-01-08 13:36:03 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:67.10 total_reward_ma:47.54 loss:-0.02587 fps:1590 +frame:2.01e+06 wall_t:1264 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:1.912 +2026-01-08 13:36:10 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:66.30 total_reward_ma:47.69 loss:-0.02244 fps:1591 +frame:2.02e+06 wall_t:1270 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:1.861 +2026-01-08 13:36:16 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:66.40 total_reward_ma:47.85 loss:-0.02089 fps:1591 +frame:2.03e+06 wall_t:1276 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:1.839 +2026-01-08 13:36:22 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:65.20 total_reward_ma:48.00 loss:-0.01916 fps:1590 +frame:2.04e+06 wall_t:1283 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:1.645 +2026-01-08 13:36:28 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:67.10 total_reward_ma:48.20 loss:-0.02156 fps:1590 +frame:2.05e+06 wall_t:1289 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:1.694 +2026-01-08 13:36:34 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:63.40 total_reward_ma:48.36 loss:-0.02487 fps:1591 +frame:2.06e+06 wall_t:1295 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:1.716 +2026-01-08 13:36:41 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:61.20 total_reward_ma:48.51 loss:-0.02419 fps:1591 +frame:2.07e+06 wall_t:1301 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:1.783 +2026-01-08 13:36:47 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:61.50 total_reward_ma:48.65 loss:-0.02353 fps:1591 +frame:2.08e+06 wall_t:1307 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:1.878 +2026-01-08 13:36:53 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:63.40 total_reward_ma:48.80 loss:-0.02525 fps:1592 +frame:2.09e+06 wall_t:1313 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:1.896 +2026-01-08 13:36:59 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:65.00 total_reward_ma:48.97 loss:-0.02517 fps:1591 +frame:2.10e+06 wall_t:1320 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:1.964 +2026-01-08 13:37:06 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:64.20 total_reward_ma:49.14 loss:-0.02524 fps:1591 +frame:2.11e+06 wall_t:1326 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:1.942 +2026-01-08 13:37:12 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:64.70 total_reward_ma:49.33 loss:-0.02789 fps:1592 +frame:2.12e+06 wall_t:1332 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:2 +2026-01-08 13:37:18 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:65.30 total_reward_ma:49.54 loss:-0.02416 fps:1591 +frame:2.13e+06 wall_t:1339 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:1.834 +2026-01-08 13:37:24 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:66.70 total_reward_ma:49.76 loss:-0.02765 fps:1592 +frame:2.14e+06 wall_t:1344 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:1.973 +2026-01-08 13:37:30 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:65.00 total_reward_ma:49.98 loss:-0.02276 fps:1591 +frame:2.15e+06 wall_t:1351 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:1.679 +2026-01-08 13:37:36 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:63.80 total_reward_ma:50.18 loss:-0.02517 fps:1592 +frame:2.16e+06 wall_t:1357 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:1.848 +2026-01-08 13:37:43 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:64.00 total_reward_ma:50.38 loss:-0.02579 fps:1592 +frame:2.17e+06 wall_t:1363 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:1.835 +2026-01-08 13:37:49 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:62.60 total_reward_ma:50.58 loss:-0.02462 fps:1592 +frame:2.18e+06 wall_t:1369 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:1.791 +2026-01-08 13:37:55 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:63.10 total_reward_ma:50.79 loss:-0.02338 fps:1592 +frame:2.19e+06 wall_t:1376 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:1.839 +2026-01-08 13:38:01 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:61.50 total_reward_ma:50.98 loss:-0.02623 fps:1592 +frame:2.20e+06 wall_t:1382 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:1.98 +2026-01-08 13:38:08 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:60.70 total_reward_ma:51.19 loss:-0.02671 fps:1592 +frame:2.21e+06 wall_t:1388 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:2.07 +2026-01-08 13:38:13 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:61.90 total_reward_ma:51.41 loss:-0.02459 fps:1593 +frame:2.22e+06 wall_t:1394 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:1.899 +2026-01-08 13:38:20 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:61.80 total_reward_ma:51.63 loss:-0.02569 fps:1593 +frame:2.23e+06 wall_t:1400 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:2.009 +2026-01-08 13:38:26 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:62.40 total_reward_ma:51.85 loss:-0.03245 fps:1592 +frame:2.24e+06 wall_t:1407 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:2.12 +2026-01-08 13:38:32 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:60.40 total_reward_ma:52.06 loss:-0.02775 fps:1592 +frame:2.25e+06 wall_t:1413 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:1.906 +2026-01-08 13:38:39 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:62.30 total_reward_ma:52.29 loss:-0.02279 fps:1593 +frame:2.26e+06 wall_t:1419 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:1.784 +2026-01-08 13:38:45 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:64.00 total_reward_ma:52.53 loss:-0.02575 fps:1592 +frame:2.27e+06 wall_t:1426 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:1.888 +2026-01-08 13:38:51 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:65.10 total_reward_ma:52.76 loss:-0.02498 fps:1592 +frame:2.28e+06 wall_t:1432 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:2.056 +2026-01-08 13:38:58 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:66.40 total_reward_ma:53.01 loss:-0.02435 fps:1592 +frame:2.29e+06 wall_t:1438 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:1.95 +2026-01-08 13:39:04 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:69.40 total_reward_ma:53.29 loss:-0.02714 fps:1593 +frame:2.30e+06 wall_t:1444 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:2.016 +2026-01-08 13:39:09 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:71.90 total_reward_ma:53.60 loss:-0.02449 fps:1593 +frame:2.31e+06 wall_t:1450 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:1.86 +2026-01-08 13:39:16 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:73.10 total_reward_ma:53.96 loss:-0.02612 fps:1593 +frame:2.32e+06 wall_t:1456 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:1.954 +2026-01-08 13:39:23 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:73.30 total_reward_ma:54.31 loss:-0.02429 fps:1593 +frame:2.33e+06 wall_t:1463 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:1.984 +2026-01-08 13:39:29 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:70.70 total_reward_ma:54.64 loss:-0.02339 fps:1593 +frame:2.34e+06 wall_t:1469 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:1.945 +2026-01-08 13:39:35 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:68.80 total_reward_ma:54.95 loss:-0.02709 fps:1592 +frame:2.35e+06 wall_t:1476 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:1.921 +2026-01-08 13:39:42 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:65.70 total_reward_ma:55.21 loss:-0.02333 fps:1592 +frame:2.36e+06 wall_t:1482 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:1.94 +2026-01-08 13:39:48 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:64.50 total_reward_ma:55.44 loss:-0.02631 fps:1592 +frame:2.37e+06 wall_t:1489 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:1.975 +2026-01-08 13:39:55 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:66.60 total_reward_ma:55.69 loss:-0.02724 fps:1592 +frame:2.38e+06 wall_t:1495 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:1.934 +2026-01-08 13:40:01 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:67.80 total_reward_ma:55.94 loss:-0.02703 fps:1592 +frame:2.39e+06 wall_t:1501 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:1.975 +2026-01-08 13:40:07 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:70.90 total_reward_ma:56.21 loss:-0.02233 fps:1593 +frame:2.40e+06 wall_t:1507 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:1.762 +2026-01-08 13:40:13 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:73.70 total_reward_ma:56.50 loss:-0.02691 fps:1593 +frame:2.41e+06 wall_t:1513 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:1.973 +2026-01-08 13:40:19 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:76.70 total_reward_ma:56.83 loss:-0.02544 fps:1592 +frame:2.42e+06 wall_t:1520 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:2.047 +2026-01-08 13:40:26 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:77.30 total_reward_ma:57.16 loss:-0.02728 fps:1592 +frame:2.43e+06 wall_t:1526 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:2.025 +2026-01-08 13:40:32 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:75.80 total_reward_ma:57.48 loss:-0.02935 fps:1593 +frame:2.44e+06 wall_t:1532 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:1.976 +2026-01-08 13:40:38 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:77.40 total_reward_ma:57.82 loss:-0.02456 fps:1593 +frame:2.45e+06 wall_t:1538 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:1.972 +2026-01-08 13:40:44 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:77.90 total_reward_ma:58.16 loss:-0.02704 fps:1592 +frame:2.46e+06 wall_t:1545 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:2.024 +2026-01-08 13:40:50 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:81.10 total_reward_ma:58.52 loss:-0.02448 fps:1593 +frame:2.47e+06 wall_t:1551 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:1.799 +2026-01-08 13:40:56 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:82.00 total_reward_ma:58.87 loss:-0.02666 fps:1593 +frame:2.48e+06 wall_t:1557 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:2.07 +2026-01-08 13:41:02 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:85.30 total_reward_ma:59.25 loss:-0.02342 fps:1593 +frame:2.49e+06 wall_t:1563 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:1.905 +2026-01-08 13:41:09 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:89.00 total_reward_ma:59.67 loss:-0.02105 fps:1593 +frame:2.50e+06 wall_t:1569 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:1.925 +2026-01-08 13:41:15 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:92.40 total_reward_ma:60.12 loss:-0.02088 fps:1593 +frame:2.51e+06 wall_t:1576 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:1.682 +2026-01-08 13:41:21 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:97.20 total_reward_ma:60.61 loss:-0.02128 fps:1593 +frame:2.52e+06 wall_t:1582 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:1.773 +2026-01-08 13:41:28 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:102.40 total_reward_ma:61.19 loss:-0.01803 fps:1593 +frame:2.53e+06 wall_t:1588 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:1.69 +2026-01-08 13:41:34 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:110.90 total_reward_ma:61.86 loss:-0.01083 fps:1593 +frame:2.54e+06 wall_t:1594 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:1.041 +2026-01-08 13:41:40 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:120.10 total_reward_ma:62.60 loss:-0.0105 fps:1593 +frame:2.55e+06 wall_t:1601 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:1.24 +2026-01-08 13:41:46 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:130.80 total_reward_ma:63.48 loss:-0.009311 fps:1593 +frame:2.56e+06 wall_t:1607 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:0.7659 +2026-01-08 13:41:52 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:151.90 total_reward_ma:64.57 loss:-0.003529 fps:1594 +frame:2.57e+06 wall_t:1612 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:0.835 +2026-01-08 13:41:58 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:175.70 total_reward_ma:65.90 loss:-0.004016 fps:1595 +frame:2.58e+06 wall_t:1618 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:0.8108 +2026-01-08 13:42:04 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:197.50 total_reward_ma:67.46 loss:-0.007349 fps:1595 +frame:2.59e+06 wall_t:1624 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:0.907 +2026-01-08 13:42:10 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:225.80 total_reward_ma:69.30 loss:-0.005118 fps:1595 +frame:2.60e+06 wall_t:1630 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:0.9553 +2026-01-08 13:42:16 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:255.30 total_reward_ma:71.43 loss:-0.00433 fps:1595 +frame:2.61e+06 wall_t:1636 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:0.8393 +2026-01-08 13:42:22 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:288.50 total_reward_ma:73.90 loss:-0.008573 fps:1596 +frame:2.62e+06 wall_t:1642 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:0.908 +2026-01-08 13:42:28 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:318.40 total_reward_ma:76.66 loss:-0.005662 fps:1595 +frame:2.63e+06 wall_t:1649 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:0.6613 +2026-01-08 13:42:34 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:340.30 total_reward_ma:79.63 loss:-0.00108 fps:1595 +frame:2.64e+06 wall_t:1655 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:0.7794 +2026-01-08 13:42:40 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:366.70 total_reward_ma:82.87 loss:0.002486 fps:1596 +frame:2.65e+06 wall_t:1660 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:0.4031 +2026-01-08 13:42:46 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:391.30 total_reward_ma:86.36 loss:0.007841 fps:1597 +frame:2.66e+06 wall_t:1666 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:0.6933 +2026-01-08 13:42:52 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:423.90 total_reward_ma:90.15 loss:0.0004036 fps:1596 +frame:2.67e+06 wall_t:1673 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:0.5242 +2026-01-08 13:42:58 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:458.20 total_reward_ma:94.28 loss:-0.002257 fps:1596 +frame:2.68e+06 wall_t:1679 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:0.4645 +2026-01-08 13:43:04 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:481.50 total_reward_ma:98.65 loss:0.003728 fps:1596 +frame:2.69e+06 wall_t:1685 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:0.7741 +2026-01-08 13:43:10 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:515.70 total_reward_ma:103.34 loss:0.001368 fps:1597 +frame:2.70e+06 wall_t:1691 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:0.8573 +2026-01-08 13:43:17 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:537.20 total_reward_ma:108.23 loss:-0.002383 fps:1597 +frame:2.71e+06 wall_t:1697 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:0.6991 +2026-01-08 13:43:23 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:550.40 total_reward_ma:113.25 loss:-0.001123 fps:1597 +frame:2.72e+06 wall_t:1703 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:0.9127 +2026-01-08 13:43:29 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:569.30 total_reward_ma:118.46 loss:-0.001767 fps:1596 +frame:2.73e+06 wall_t:1710 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:0.5354 +2026-01-08 13:43:35 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:587.70 total_reward_ma:123.85 loss:0.0008326 fps:1598 +frame:2.74e+06 wall_t:1715 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:0.8012 +2026-01-08 13:43:41 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:602.00 total_reward_ma:129.38 loss:0.001908 fps:1597 +frame:2.75e+06 wall_t:1722 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:0.6899 +2026-01-08 13:43:47 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:617.90 total_reward_ma:135.08 loss:0.002049 fps:1597 +frame:2.76e+06 wall_t:1728 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:0.5868 +2026-01-08 13:43:53 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:629.30 total_reward_ma:140.89 loss:-0.0006542 fps:1597 +frame:2.77e+06 wall_t:1734 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:0.4163 +2026-01-08 13:44:00 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:642.20 total_reward_ma:146.81 loss:0.005731 fps:1598 +frame:2.78e+06 wall_t:1740 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:0.6117 +2026-01-08 13:44:06 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:661.30 total_reward_ma:152.93 loss:0.004257 fps:1598 +frame:2.79e+06 wall_t:1746 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:0.527 +2026-01-08 13:44:12 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:673.20 total_reward_ma:159.17 loss:0.007227 fps:1598 +frame:2.80e+06 wall_t:1752 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:0.4888 +2026-01-08 13:44:18 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:684.40 total_reward_ma:165.52 loss:0.006071 fps:1598 +frame:2.81e+06 wall_t:1758 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:0.4734 +2026-01-08 13:44:23 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:716.00 total_reward_ma:172.18 loss:-0.0009941 fps:1599 +frame:2.82e+06 wall_t:1764 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:0.7476 +2026-01-08 13:44:29 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:724.10 total_reward_ma:178.93 loss:0.00177 fps:1599 +frame:2.83e+06 wall_t:1770 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:0.5349 +2026-01-08 13:44:35 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:741.10 total_reward_ma:185.82 loss:0.0007766 fps:1599 +frame:2.84e+06 wall_t:1776 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:0.474 +2026-01-08 13:44:42 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:755.10 total_reward_ma:192.85 loss:0.005839 fps:1599 +frame:2.85e+06 wall_t:1782 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:0.5451 +2026-01-08 13:44:48 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:774.10 total_reward_ma:200.06 loss:0.0121 fps:1600 +frame:2.86e+06 wall_t:1788 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:0.8285 +2026-01-08 13:44:54 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:781.20 total_reward_ma:207.32 loss:0.006149 fps:1600 +frame:2.87e+06 wall_t:1794 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:0.4558 +2026-01-08 13:45:00 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:792.90 total_reward_ma:214.69 loss:0.006509 fps:1600 +frame:2.88e+06 wall_t:1800 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:0.6366 +2026-01-08 13:45:06 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:811.00 total_reward_ma:222.20 loss:0.01083 fps:1599 +frame:2.89e+06 wall_t:1807 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:0.5331 +2026-01-08 13:45:12 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:824.10 total_reward_ma:229.83 loss:0.004256 fps:1600 +frame:2.90e+06 wall_t:1813 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:0.6365 +2026-01-08 13:45:18 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:827.20 total_reward_ma:237.48 loss:0.00809 fps:1601 +frame:2.91e+06 wall_t:1818 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:0.8563 +2026-01-08 13:45:24 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:835.20 total_reward_ma:245.21 loss:0.005213 fps:1601 +frame:2.92e+06 wall_t:1824 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:0.7552 +2026-01-08 13:45:30 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:852.50 total_reward_ma:253.11 loss:0.006388 fps:1601 +frame:2.93e+06 wall_t:1830 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:0.7135 +2026-01-08 13:45:36 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:856.40 total_reward_ma:261.04 loss:0.006087 fps:1600 +frame:2.94e+06 wall_t:1837 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:0.684 +2026-01-08 13:45:42 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:868.80 total_reward_ma:269.07 loss:0.004541 fps:1601 +frame:2.95e+06 wall_t:1843 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:0.639 +2026-01-08 13:45:48 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:874.50 total_reward_ma:277.14 loss:0.003743 fps:1601 +frame:2.96e+06 wall_t:1849 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:0.4987 +2026-01-08 13:45:55 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:886.10 total_reward_ma:285.32 loss:0.005888 fps:1601 +frame:2.97e+06 wall_t:1855 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:0.6609 +2026-01-08 13:46:01 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:892.60 total_reward_ma:293.57 loss:0.00773 fps:1600 +frame:2.98e+06 wall_t:1862 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:0.4822 +2026-01-08 13:46:07 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:901.50 total_reward_ma:301.91 loss:0.004416 fps:1601 +frame:2.99e+06 wall_t:1867 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:0.547 +2026-01-08 13:46:13 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:902.60 total_reward_ma:310.28 loss:0.006015 fps:1601 +frame:3.00e+06 wall_t:1874 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:0.4725 +2026-01-08 13:46:20 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:910.10 total_reward_ma:318.71 loss:0.001491 fps:1601 +frame:3.01e+06 wall_t:1880 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:0.6122 +2026-01-08 13:46:26 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:908.70 total_reward_ma:327.13 loss:0.001009 fps:1601 +frame:3.02e+06 wall_t:1886 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:0.5875 +2026-01-08 13:46:32 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:918.90 total_reward_ma:335.66 loss:0.01267 fps:1601 +frame:3.03e+06 wall_t:1892 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:0.6429 +2026-01-08 13:46:38 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:925.20 total_reward_ma:344.26 loss:0.0009923 fps:1602 +frame:3.04e+06 wall_t:1898 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:0.6346 +2026-01-08 13:46:44 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:924.50 total_reward_ma:352.83 loss:-0.006722 fps:1602 +frame:3.05e+06 wall_t:1904 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:0.5918 +2026-01-08 13:46:50 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:926.70 total_reward_ma:361.46 loss:0.004002 fps:1602 +frame:3.06e+06 wall_t:1910 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:0.772 +2026-01-08 13:46:56 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:936.00 total_reward_ma:370.21 loss:-0.0004612 fps:1601 +frame:3.07e+06 wall_t:1917 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:0.7891 +2026-01-08 13:47:02 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:939.10 total_reward_ma:378.99 loss:0.002871 fps:1602 +frame:3.08e+06 wall_t:1922 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:0.5224 +2026-01-08 13:47:08 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:939.20 total_reward_ma:387.75 loss:0.004076 fps:1603 +frame:3.09e+06 wall_t:1928 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:0.8318 +2026-01-08 13:47:14 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:948.70 total_reward_ma:396.58 loss:0.01366 fps:1603 +frame:3.10e+06 wall_t:1934 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:1.093 +2026-01-08 13:47:20 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:954.40 total_reward_ma:405.48 loss:-0.005126 fps:1603 +frame:3.11e+06 wall_t:1940 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:0.6747 +2026-01-08 13:47:26 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:948.20 total_reward_ma:414.32 loss:-0.002492 fps:1603 +frame:3.12e+06 wall_t:1946 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:0.6464 +2026-01-08 13:47:32 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:950.80 total_reward_ma:423.17 loss:0.01025 fps:1603 +frame:3.13e+06 wall_t:1953 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:1.183 +2026-01-08 13:47:38 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:946.40 total_reward_ma:431.97 loss:0.00399 fps:1603 +frame:3.14e+06 wall_t:1959 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:0.7772 +2026-01-08 13:47:44 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:947.90 total_reward_ma:440.80 loss:0.004975 fps:1603 +frame:3.15e+06 wall_t:1965 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:0.9462 +2026-01-08 13:47:50 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:928.10 total_reward_ma:449.44 loss:0.005958 fps:1603 +frame:3.16e+06 wall_t:1971 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:0.9198 +2026-01-08 13:47:56 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:928.20 total_reward_ma:458.09 loss:0.002601 fps:1603 +frame:3.17e+06 wall_t:1977 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:0.8504 +2026-01-08 13:48:02 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:927.20 total_reward_ma:466.73 loss:-0.005703 fps:1604 +frame:3.18e+06 wall_t:1982 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:0.7701 +2026-01-08 13:48:08 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:922.80 total_reward_ma:475.33 loss:0.005233 fps:1605 +frame:3.19e+06 wall_t:1988 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:1.341 +2026-01-08 13:48:14 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:921.50 total_reward_ma:483.93 loss:-0.009086 fps:1605 +frame:3.20e+06 wall_t:1994 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:0.7218 +2026-01-08 13:48:19 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:922.10 total_reward_ma:492.54 loss:-0.007462 fps:1605 +frame:3.21e+06 wall_t:2000 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:0.9231 +2026-01-08 13:48:25 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:915.10 total_reward_ma:501.08 loss:0.001371 fps:1605 +frame:3.22e+06 wall_t:2006 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:0.965 +2026-01-08 13:48:31 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:920.80 total_reward_ma:509.67 loss:-0.003841 fps:1605 +frame:3.23e+06 wall_t:2012 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:0.8422 +2026-01-08 13:48:37 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:923.60 total_reward_ma:518.28 loss:-0.00542 fps:1606 +frame:3.24e+06 wall_t:2017 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:0.9288 +2026-01-08 13:48:42 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:921.60 total_reward_ma:526.89 loss:-0.00385 fps:1607 +frame:3.25e+06 wall_t:2023 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:1.008 +2026-01-08 13:48:48 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:920.70 total_reward_ma:535.47 loss:-0.004723 fps:1607 +frame:3.26e+06 wall_t:2029 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:0.7614 +2026-01-08 13:48:54 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:922.70 total_reward_ma:544.06 loss:-0.004634 fps:1607 +frame:3.27e+06 wall_t:2035 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:0.9451 +2026-01-08 13:48:59 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:922.40 total_reward_ma:552.63 loss:-0.009096 fps:1608 +frame:3.28e+06 wall_t:2040 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:0.8638 +2026-01-08 13:49:05 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:922.50 total_reward_ma:561.19 loss:0.00833 fps:1608 +frame:3.29e+06 wall_t:2046 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:0.9998 +2026-01-08 13:49:11 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:921.00 total_reward_ma:569.71 loss:-0.01196 fps:1608 +frame:3.30e+06 wall_t:2052 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:1.074 +2026-01-08 13:49:17 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:915.40 total_reward_ma:578.15 loss:-0.001392 fps:1608 +frame:3.31e+06 wall_t:2058 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:1.019 +2026-01-08 13:49:23 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:915.50 total_reward_ma:586.57 loss:-0.01115 fps:1609 +frame:3.32e+06 wall_t:2064 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:0.8287 +2026-01-08 13:49:28 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:918.70 total_reward_ma:595.02 loss:-0.004875 fps:1609 +frame:3.33e+06 wall_t:2069 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:1.238 +2026-01-08 13:49:34 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:927.90 total_reward_ma:603.59 loss:-0.004065 fps:1610 +frame:3.34e+06 wall_t:2075 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:0.8963 +2026-01-08 13:49:39 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:934.60 total_reward_ma:612.25 loss:-0.003479 fps:1611 +frame:3.35e+06 wall_t:2080 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:0.9064 +2026-01-08 13:49:45 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:931.00 total_reward_ma:620.91 loss:0.001995 fps:1611 +frame:3.36e+06 wall_t:2086 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:1.134 +2026-01-08 13:49:51 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:932.60 total_reward_ma:629.59 loss:-0.004799 fps:1611 +frame:3.37e+06 wall_t:2092 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:0.9888 +2026-01-08 13:49:57 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:940.10 total_reward_ma:638.32 loss:-0.005485 fps:1611 +frame:3.38e+06 wall_t:2098 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:0.924 +2026-01-08 13:50:03 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:939.50 total_reward_ma:647.04 loss:0.0009363 fps:1612 +frame:3.39e+06 wall_t:2103 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:1.141 +2026-01-08 13:50:09 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:942.20 total_reward_ma:655.75 loss:-0.004868 fps:1612 +frame:3.40e+06 wall_t:2109 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:1.047 +2026-01-08 13:50:14 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:945.10 total_reward_ma:664.47 loss:-0.001926 fps:1612 +frame:3.41e+06 wall_t:2115 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:0.9552 +2026-01-08 13:50:20 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:947.50 total_reward_ma:673.17 loss:-0.001973 fps:1613 +frame:3.42e+06 wall_t:2120 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:1.084 +2026-01-08 13:50:26 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:949.90 total_reward_ma:681.90 loss:-0.001491 fps:1613 +frame:3.43e+06 wall_t:2126 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:1.06 +2026-01-08 13:50:32 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:951.50 total_reward_ma:690.66 loss:-0.008361 fps:1614 +frame:3.44e+06 wall_t:2132 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:0.8942 +2026-01-08 13:50:37 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:947.70 total_reward_ma:699.36 loss:-0.004547 fps:1614 +frame:3.45e+06 wall_t:2138 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:1.002 +2026-01-08 13:50:43 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:952.00 total_reward_ma:708.10 loss:-0.005721 fps:1614 +frame:3.46e+06 wall_t:2144 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:0.9417 +2026-01-08 13:50:49 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:951.80 total_reward_ma:716.81 loss:-0.007615 fps:1614 +frame:3.47e+06 wall_t:2150 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:0.9507 +2026-01-08 13:50:55 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:951.40 total_reward_ma:725.50 loss:-0.004948 fps:1615 +frame:3.48e+06 wall_t:2155 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:1.059 +2026-01-08 13:51:00 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:967.20 total_reward_ma:734.32 loss:-0.009644 fps:1615 +frame:3.49e+06 wall_t:2161 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:0.9318 +2026-01-08 13:51:06 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:975.10 total_reward_ma:743.18 loss:-0.009236 fps:1616 +frame:3.50e+06 wall_t:2166 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:0.9135 +2026-01-08 13:51:12 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:980.40 total_reward_ma:752.06 loss:-0.003213 fps:1616 +frame:3.51e+06 wall_t:2172 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:1.022 +2026-01-08 13:51:17 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:985.30 total_reward_ma:760.94 loss:-0.001645 fps:1616 +frame:3.52e+06 wall_t:2178 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:0.9751 +2026-01-08 13:51:23 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:989.50 total_reward_ma:769.81 loss:-0.005848 fps:1616 +frame:3.53e+06 wall_t:2184 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:0.9558 +2026-01-08 13:51:29 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:989.10 total_reward_ma:778.60 loss:-0.005082 fps:1617 +frame:3.54e+06 wall_t:2189 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:1.059 +2026-01-08 13:51:35 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:995.10 total_reward_ma:787.35 loss:-0.004915 fps:1617 +frame:3.55e+06 wall_t:2195 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:1.05 +2026-01-08 13:51:41 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:999.30 total_reward_ma:796.03 loss:-0.008609 fps:1617 +frame:3.56e+06 wall_t:2201 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:1.009 +2026-01-08 13:51:46 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1001.60 total_reward_ma:804.53 loss:-0.008729 fps:1618 +frame:3.57e+06 wall_t:2207 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:1.132 +2026-01-08 13:51:52 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1004.90 total_reward_ma:812.82 loss:-0.001518 fps:1618 +frame:3.58e+06 wall_t:2213 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:1.057 +2026-01-08 13:51:57 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1004.40 total_reward_ma:820.89 loss:-0.01311 fps:1619 +frame:3.59e+06 wall_t:2218 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:0.962 +2026-01-08 13:52:03 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1005.20 total_reward_ma:828.68 loss:-0.01032 fps:1619 +frame:3.60e+06 wall_t:2224 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:1.142 +2026-01-08 13:52:09 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1006.10 total_reward_ma:836.19 loss:-0.004205 fps:1620 +frame:3.61e+06 wall_t:2229 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:1.232 +2026-01-08 13:52:15 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1000.40 total_reward_ma:843.31 loss:0.001761 fps:1620 +frame:3.62e+06 wall_t:2235 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:1.115 +2026-01-08 13:52:20 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1002.40 total_reward_ma:850.15 loss:-0.009853 fps:1620 +frame:3.63e+06 wall_t:2241 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:1.129 +2026-01-08 13:52:26 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1003.10 total_reward_ma:856.78 loss:-0.004173 fps:1620 +frame:3.64e+06 wall_t:2247 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:1.141 +2026-01-08 13:52:32 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1007.20 total_reward_ma:863.18 loss:-0.006015 fps:1620 +frame:3.65e+06 wall_t:2253 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:1.111 +2026-01-08 13:52:38 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:997.30 total_reward_ma:869.24 loss:-0.00697 fps:1620 +frame:3.66e+06 wall_t:2259 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:1.146 +2026-01-08 13:52:43 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:994.70 total_reward_ma:874.95 loss:-0.004522 fps:1621 +frame:3.67e+06 wall_t:2264 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:1.057 +2026-01-08 13:52:49 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:991.50 total_reward_ma:880.28 loss:-0.003681 fps:1621 +frame:3.68e+06 wall_t:2270 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:1.05 +2026-01-08 13:52:55 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:992.20 total_reward_ma:885.39 loss:-0.009319 fps:1621 +frame:3.69e+06 wall_t:2276 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:1.133 +2026-01-08 13:53:01 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:990.10 total_reward_ma:890.14 loss:-0.01001 fps:1621 +frame:3.70e+06 wall_t:2282 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:1.199 +2026-01-08 13:53:07 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:983.00 total_reward_ma:894.59 loss:-0.007233 fps:1622 +frame:3.71e+06 wall_t:2287 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:1.05 +2026-01-08 13:53:13 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:980.10 total_reward_ma:898.89 loss:-0.006228 fps:1622 +frame:3.72e+06 wall_t:2293 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:1.157 +2026-01-08 13:53:19 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:984.50 total_reward_ma:903.04 loss:-0.006076 fps:1622 +frame:3.73e+06 wall_t:2299 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:1.164 +2026-01-08 13:53:25 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:985.50 total_reward_ma:907.02 loss:-0.009206 fps:1623 +frame:3.74e+06 wall_t:2305 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:1.035 +2026-01-08 13:53:30 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:982.60 total_reward_ma:910.83 loss:-0.005412 fps:1623 +frame:3.75e+06 wall_t:2311 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:1.102 +2026-01-08 13:53:36 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:981.50 total_reward_ma:914.46 loss:-0.004043 fps:1623 +frame:3.76e+06 wall_t:2316 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:1.319 +2026-01-08 13:53:42 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:979.50 total_reward_ma:917.96 loss:-0.01125 fps:1624 +frame:3.77e+06 wall_t:2322 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:0.9879 +2026-01-08 13:53:48 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:980.40 total_reward_ma:921.35 loss:-0.01289 fps:1624 +frame:3.78e+06 wall_t:2328 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:1.102 +2026-01-08 13:53:54 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:983.50 total_reward_ma:924.57 loss:-0.00211 fps:1624 +frame:3.79e+06 wall_t:2334 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:1.193 +2026-01-08 13:53:59 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:984.20 total_reward_ma:927.68 loss:-0.008061 fps:1624 +frame:3.80e+06 wall_t:2340 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:1.119 +2026-01-08 13:54:05 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:984.00 total_reward_ma:930.67 loss:-0.00963 fps:1624 +frame:3.81e+06 wall_t:2346 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:1.081 +2026-01-08 13:54:11 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:983.80 total_reward_ma:933.35 loss:-0.006885 fps:1624 +frame:3.82e+06 wall_t:2352 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:1.1 +2026-01-08 13:54:17 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:989.10 total_reward_ma:936.00 loss:-0.008028 fps:1625 +frame:3.83e+06 wall_t:2357 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:1.193 +2026-01-08 13:54:23 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:987.10 total_reward_ma:938.46 loss:0.005778 fps:1625 +frame:3.84e+06 wall_t:2363 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:1.071 +2026-01-08 13:54:28 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:993.60 total_reward_ma:940.85 loss:-0.007158 fps:1626 +frame:3.85e+06 wall_t:2368 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:1.071 +2026-01-08 13:54:33 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:993.80 total_reward_ma:943.04 loss:0.002671 fps:1626 +frame:3.86e+06 wall_t:2374 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:1.233 +2026-01-08 13:54:39 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:997.50 total_reward_ma:945.21 loss:-0.002853 fps:1626 +frame:3.87e+06 wall_t:2380 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:1.089 +2026-01-08 13:54:45 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:995.30 total_reward_ma:947.23 loss:-0.008934 fps:1626 +frame:3.88e+06 wall_t:2386 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:1.103 +2026-01-08 13:54:51 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:997.80 total_reward_ma:949.10 loss:-0.009393 fps:1627 +frame:3.89e+06 wall_t:2391 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:1.201 +2026-01-08 13:54:57 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1000.80 total_reward_ma:950.87 loss:-0.01142 fps:1627 +frame:3.90e+06 wall_t:2397 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:1.03 +2026-01-08 13:55:03 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1007.40 total_reward_ma:952.67 loss:-0.001842 fps:1627 +frame:3.91e+06 wall_t:2403 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:1.177 +2026-01-08 13:55:08 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1004.50 total_reward_ma:954.36 loss:-0.01185 fps:1627 +frame:3.92e+06 wall_t:2409 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:1.132 +2026-01-08 13:55:14 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1003.00 total_reward_ma:955.87 loss:-0.001855 fps:1628 +frame:3.93e+06 wall_t:2414 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:1.162 +2026-01-08 13:55:20 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1005.00 total_reward_ma:957.35 loss:-0.009947 fps:1628 +frame:3.94e+06 wall_t:2420 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:1.075 +2026-01-08 13:55:26 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1006.40 total_reward_ma:958.73 loss:-0.008114 fps:1628 +frame:3.95e+06 wall_t:2426 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:1.072 +2026-01-08 13:55:32 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1007.40 total_reward_ma:960.06 loss:-0.01023 fps:1628 +frame:3.96e+06 wall_t:2432 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:1.15 +2026-01-08 13:55:37 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1007.70 total_reward_ma:961.27 loss:-0.009034 fps:1628 +frame:3.97e+06 wall_t:2438 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:1.088 +2026-01-08 13:55:43 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1002.40 total_reward_ma:962.37 loss:-0.00506 fps:1628 +frame:3.98e+06 wall_t:2444 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:1.179 +2026-01-08 13:55:49 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:999.80 total_reward_ma:963.35 loss:-0.009363 fps:1629 +frame:3.99e+06 wall_t:2449 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:1.117 +2026-01-08 13:55:55 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:997.90 total_reward_ma:964.31 loss:-0.009172 fps:1629 +frame:4.00e+06 wall_t:2455 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:1.222 +2026-01-08 13:56:01 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:999.60 total_reward_ma:965.20 loss:-0.001652 fps:1629 +frame:4.01e+06 wall_t:2461 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:1.133 +2026-01-08 13:56:06 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:997.00 total_reward_ma:966.09 loss:-0.007764 fps:1630 +frame:4.02e+06 wall_t:2467 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:1.19 +2026-01-08 13:56:12 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:997.50 total_reward_ma:966.87 loss:-0.01271 fps:1630 +frame:4.03e+06 wall_t:2473 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:1.3 +2026-01-08 13:56:18 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:995.80 total_reward_ma:967.58 loss:-0.003325 fps:1630 +frame:4.04e+06 wall_t:2479 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:1.108 +2026-01-08 13:56:24 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:996.30 total_reward_ma:968.29 loss:-0.003195 fps:1630 +frame:4.05e+06 wall_t:2485 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:1.07 +2026-01-08 13:56:30 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:994.40 total_reward_ma:968.97 loss:-0.0104 fps:1631 +frame:4.06e+06 wall_t:2490 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:1.255 +2026-01-08 13:56:36 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:990.20 total_reward_ma:969.51 loss:-0.01301 fps:1631 +frame:4.07e+06 wall_t:2496 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:1.126 +2026-01-08 13:56:41 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:986.80 total_reward_ma:969.99 loss:-0.008325 fps:1631 +frame:4.08e+06 wall_t:2502 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:1.11 +2026-01-08 13:56:47 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:985.70 total_reward_ma:970.46 loss:-0.01239 fps:1631 +frame:4.09e+06 wall_t:2508 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:1.265 +2026-01-08 13:56:52 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:984.60 total_reward_ma:970.82 loss:0.002643 fps:1632 +frame:4.10e+06 wall_t:2513 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:1.223 +2026-01-08 13:56:58 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:985.00 total_reward_ma:971.12 loss:-0.01166 fps:1632 +frame:4.11e+06 wall_t:2518 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:0.9876 +2026-01-08 13:57:04 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:983.10 total_reward_ma:971.47 loss:-0.01399 fps:1632 +frame:4.12e+06 wall_t:2524 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:1.301 +2026-01-08 13:57:09 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:981.10 total_reward_ma:971.77 loss:-0.0009848 fps:1632 +frame:4.13e+06 wall_t:2530 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:1.325 +2026-01-08 13:57:15 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:983.20 total_reward_ma:972.14 loss:-0.008542 fps:1632 +frame:4.14e+06 wall_t:2536 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:1.007 +2026-01-08 13:57:21 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:982.40 total_reward_ma:972.49 loss:-0.00838 fps:1633 +frame:4.15e+06 wall_t:2541 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:1.147 +2026-01-08 13:57:26 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:987.80 total_reward_ma:973.08 loss:-0.001303 fps:1633 +frame:4.16e+06 wall_t:2547 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:1.161 +2026-01-08 13:57:32 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:990.10 total_reward_ma:973.70 loss:-0.008151 fps:1633 +frame:4.17e+06 wall_t:2553 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:1.066 +2026-01-08 13:57:38 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:993.70 total_reward_ma:974.37 loss:-0.01045 fps:1634 +frame:4.18e+06 wall_t:2558 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:1.197 +2026-01-08 13:57:43 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:992.90 total_reward_ma:975.07 loss:0.0003335 fps:1634 +frame:4.19e+06 wall_t:2564 t:261875 epi:nan +opt_step:65440 lr:0.0001453 clip_eps:0.1 entropy:1.255 +2026-01-08 13:57:49 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:996.80 total_reward_ma:975.82 loss:-0.01416 fps:1635 +frame:4.20e+06 wall_t:2569 t:262500 epi:nan +opt_step:65600 lr:0.000145 clip_eps:0.1 entropy:1.014 +2026-01-08 13:57:54 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:997.70 total_reward_ma:976.58 loss:-0.007415 fps:1635 +frame:4.21e+06 wall_t:2575 t:263125 epi:nan +opt_step:65760 lr:0.0001448 clip_eps:0.1 entropy:1.345 +2026-01-08 13:58:00 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1000.70 total_reward_ma:977.43 loss:7.56e-05 fps:1636 +frame:4.22e+06 wall_t:2580 t:263750 epi:nan +opt_step:65920 lr:0.0001445 clip_eps:0.1 entropy:1.085 +2026-01-08 13:58:06 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1000.40 total_reward_ma:978.23 loss:-0.01301 fps:1636 +frame:4.23e+06 wall_t:2586 t:264375 epi:nan +opt_step:66080 lr:0.0001443 clip_eps:0.1 entropy:1.036 +2026-01-08 13:58:11 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1000.70 total_reward_ma:979.00 loss:-0.009253 fps:1636 +frame:4.24e+06 wall_t:2592 t:265000 epi:nan +opt_step:66240 lr:0.000144 clip_eps:0.1 entropy:1.33 +2026-01-08 13:58:17 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1007.30 total_reward_ma:979.86 loss:-0.002441 fps:1637 +frame:4.25e+06 wall_t:2597 t:265625 epi:nan +opt_step:66400 lr:0.0001438 clip_eps:0.1 entropy:1.239 +2026-01-08 13:58:23 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1008.80 total_reward_ma:980.74 loss:-0.0149 fps:1637 +frame:4.26e+06 wall_t:2603 t:266250 epi:nan +opt_step:66560 lr:0.0001435 clip_eps:0.1 entropy:1.006 +2026-01-08 13:58:28 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1008.50 total_reward_ma:981.60 loss:-0.0008884 fps:1637 +frame:4.27e+06 wall_t:2608 t:266875 epi:nan +opt_step:66688 lr:0.0001433 clip_eps:0.1 entropy:1.221 +2026-01-08 13:58:34 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1010.50 total_reward_ma:982.48 loss:-0.01043 fps:1637 +frame:4.28e+06 wall_t:2614 t:267500 epi:nan +opt_step:66848 lr:0.000143 clip_eps:0.1 entropy:1.171 +2026-01-08 13:58:40 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1011.90 total_reward_ma:983.37 loss:-0.01611 fps:1637 +frame:4.29e+06 wall_t:2620 t:268125 epi:nan +opt_step:67008 lr:0.0001428 clip_eps:0.1 entropy:1.116 +2026-01-08 13:58:45 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1009.90 total_reward_ma:984.26 loss:-0.006822 fps:1637 +frame:4.30e+06 wall_t:2626 t:268750 epi:nan +opt_step:67168 lr:0.0001425 clip_eps:0.1 entropy:1.129 +2026-01-08 13:58:51 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1012.70 total_reward_ma:985.23 loss:-0.01055 fps:1638 +frame:4.31e+06 wall_t:2632 t:269375 epi:nan +opt_step:67328 lr:0.0001423 clip_eps:0.1 entropy:1.135 +2026-01-08 13:58:57 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1020.10 total_reward_ma:986.28 loss:-0.0144 fps:1638 +frame:4.32e+06 wall_t:2637 t:270000 epi:nan +opt_step:67488 lr:0.000142 clip_eps:0.1 entropy:1.016 +2026-01-08 13:59:03 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1019.80 total_reward_ma:987.29 loss:-0.002705 fps:1638 +frame:4.33e+06 wall_t:2643 t:270625 epi:nan +opt_step:67648 lr:0.0001418 clip_eps:0.1 entropy:1.249 +2026-01-08 13:59:08 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1015.50 total_reward_ma:988.17 loss:-0.01207 fps:1638 +frame:4.34e+06 wall_t:2649 t:271250 epi:nan +opt_step:67808 lr:0.0001415 clip_eps:0.1 entropy:1.276 +2026-01-08 13:59:14 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1012.60 total_reward_ma:988.95 loss:-0.0135 fps:1638 +frame:4.35e+06 wall_t:2655 t:271875 epi:nan +opt_step:67968 lr:0.0001413 clip_eps:0.1 entropy:0.9736 +2026-01-08 13:59:20 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1008.00 total_reward_ma:989.72 loss:-0.01271 fps:1639 +frame:4.36e+06 wall_t:2660 t:272500 epi:nan +opt_step:68096 lr:0.000141 clip_eps:0.1 entropy:1.096 +2026-01-08 13:59:25 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1003.50 total_reward_ma:990.42 loss:-0.006089 fps:1639 +frame:4.37e+06 wall_t:2666 t:273125 epi:nan +opt_step:68256 lr:0.0001408 clip_eps:0.1 entropy:1.268 +2026-01-08 13:59:31 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1006.60 total_reward_ma:991.09 loss:-0.0099 fps:1639 +frame:4.38e+06 wall_t:2672 t:273750 epi:nan +opt_step:68416 lr:0.0001405 clip_eps:0.1 entropy:1.012 +2026-01-08 13:59:37 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1013.40 total_reward_ma:991.83 loss:-0.003672 fps:1639 +frame:4.39e+06 wall_t:2678 t:274375 epi:nan +opt_step:68576 lr:0.0001403 clip_eps:0.1 entropy:1.228 +2026-01-08 13:59:43 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1011.00 total_reward_ma:992.52 loss:-0.003 fps:1640 +frame:4.40e+06 wall_t:2683 t:275000 epi:nan +opt_step:68736 lr:0.00014 clip_eps:0.1 entropy:1.22 +2026-01-08 13:59:49 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1014.50 total_reward_ma:993.21 loss:-0.008074 fps:1640 +frame:4.41e+06 wall_t:2689 t:275625 epi:nan +opt_step:68896 lr:0.0001398 clip_eps:0.1 entropy:1.196 +2026-01-08 13:59:54 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1011.20 total_reward_ma:993.85 loss:-0.008445 fps:1640 +frame:4.42e+06 wall_t:2695 t:276250 epi:nan +opt_step:69056 lr:0.0001395 clip_eps:0.1 entropy:1.183 +2026-01-08 14:00:00 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1007.30 total_reward_ma:994.42 loss:-0.01122 fps:1640 +frame:4.43e+06 wall_t:2701 t:276875 epi:nan +opt_step:69216 lr:0.0001393 clip_eps:0.1 entropy:1.061 +2026-01-08 14:00:05 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1008.60 total_reward_ma:994.99 loss:-0.00864 fps:1641 +frame:4.44e+06 wall_t:2706 t:277500 epi:nan +opt_step:69344 lr:0.000139 clip_eps:0.1 entropy:1.148 +2026-01-08 14:00:11 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1007.30 total_reward_ma:995.59 loss:-0.004663 fps:1641 +frame:4.45e+06 wall_t:2712 t:278125 epi:nan +opt_step:69504 lr:0.0001388 clip_eps:0.1 entropy:1.124 +2026-01-08 14:00:17 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1003.10 total_reward_ma:996.10 loss:-0.007094 fps:1642 +frame:4.46e+06 wall_t:2717 t:278750 epi:nan +opt_step:69664 lr:0.0001385 clip_eps:0.1 entropy:1.185 +2026-01-08 14:00:23 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:999.10 total_reward_ma:996.57 loss:-0.005862 fps:1642 +frame:4.47e+06 wall_t:2723 t:279375 epi:nan +opt_step:69824 lr:0.0001383 clip_eps:0.1 entropy:1.154 +2026-01-08 14:00:29 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:995.10 total_reward_ma:997.01 loss:-0.0147 fps:1642 +frame:4.48e+06 wall_t:2729 t:280000 epi:nan +opt_step:69984 lr:0.000138 clip_eps:0.1 entropy:1.143 +2026-01-08 14:00:35 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:993.90 total_reward_ma:997.28 loss:-0.01118 fps:1642 +frame:4.49e+06 wall_t:2735 t:280625 epi:nan +opt_step:70144 lr:0.0001378 clip_eps:0.1 entropy:1.081 +2026-01-08 14:00:40 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:996.10 total_reward_ma:997.49 loss:-0.01192 fps:1642 +frame:4.50e+06 wall_t:2741 t:281250 epi:nan +opt_step:70304 lr:0.0001375 clip_eps:0.1 entropy:1.021 +2026-01-08 14:00:46 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:997.60 total_reward_ma:997.66 loss:-0.007673 fps:1642 +frame:4.51e+06 wall_t:2747 t:281875 epi:nan +opt_step:70464 lr:0.0001373 clip_eps:0.1 entropy:1.158 +2026-01-08 14:00:52 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:999.00 total_reward_ma:997.80 loss:-0.0002919 fps:1642 +frame:4.52e+06 wall_t:2753 t:282500 epi:nan +opt_step:70624 lr:0.000137 clip_eps:0.1 entropy:1.273 +2026-01-08 14:00:58 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:995.80 total_reward_ma:997.86 loss:-0.01066 fps:1642 +frame:4.53e+06 wall_t:2758 t:283125 epi:nan +opt_step:70752 lr:0.0001368 clip_eps:0.1 entropy:1.148 +2026-01-08 14:01:04 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:993.50 total_reward_ma:997.90 loss:-0.01256 fps:1643 +frame:4.54e+06 wall_t:2764 t:283750 epi:nan +opt_step:70912 lr:0.0001365 clip_eps:0.1 entropy:1.088 +2026-01-08 14:01:09 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:994.30 total_reward_ma:997.89 loss:-0.01033 fps:1643 +frame:4.55e+06 wall_t:2770 t:284375 epi:nan +opt_step:71072 lr:0.0001363 clip_eps:0.1 entropy:1.252 +2026-01-08 14:01:15 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:990.20 total_reward_ma:997.80 loss:-0.01078 fps:1643 +frame:4.56e+06 wall_t:2776 t:285000 epi:nan +opt_step:71232 lr:0.000136 clip_eps:0.1 entropy:1.011 +2026-01-08 14:01:21 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:987.30 total_reward_ma:997.66 loss:-0.01619 fps:1643 +frame:4.57e+06 wall_t:2781 t:285625 epi:nan +opt_step:71392 lr:0.0001358 clip_eps:0.1 entropy:1.059 +2026-01-08 14:01:27 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:983.10 total_reward_ma:997.44 loss:-0.00775 fps:1643 +frame:4.58e+06 wall_t:2787 t:286250 epi:nan +opt_step:71552 lr:0.0001355 clip_eps:0.1 entropy:1.181 +2026-01-08 14:01:32 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:986.10 total_reward_ma:997.26 loss:-0.002391 fps:1643 +frame:4.59e+06 wall_t:2793 t:286875 epi:nan +opt_step:71712 lr:0.0001353 clip_eps:0.1 entropy:1.192 +2026-01-08 14:01:38 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:987.80 total_reward_ma:997.09 loss:-0.01242 fps:1643 +frame:4.60e+06 wall_t:2799 t:287500 epi:nan +opt_step:71872 lr:0.000135 clip_eps:0.1 entropy:1.071 +2026-01-08 14:01:43 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:987.00 total_reward_ma:996.90 loss:-0.012 fps:1644 +frame:4.61e+06 wall_t:2804 t:288125 epi:nan +opt_step:72000 lr:0.0001348 clip_eps:0.1 entropy:1.22 +2026-01-08 14:01:49 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:995.50 total_reward_ma:996.85 loss:-0.01104 fps:1645 +frame:4.62e+06 wall_t:2809 t:288750 epi:nan +opt_step:72160 lr:0.0001345 clip_eps:0.1 entropy:1.101 +2026-01-08 14:01:55 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:996.40 total_reward_ma:996.79 loss:-0.00474 fps:1645 +frame:4.63e+06 wall_t:2815 t:289375 epi:nan +opt_step:72320 lr:0.0001343 clip_eps:0.1 entropy:1.009 +2026-01-08 14:02:00 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:993.10 total_reward_ma:996.69 loss:-0.01384 fps:1645 +frame:4.64e+06 wall_t:2821 t:290000 epi:nan +opt_step:72480 lr:0.000134 clip_eps:0.1 entropy:1.174 +2026-01-08 14:02:06 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:995.20 total_reward_ma:996.57 loss:-0.002555 fps:1645 +frame:4.65e+06 wall_t:2827 t:290625 epi:nan +opt_step:72640 lr:0.0001338 clip_eps:0.1 entropy:1.265 +2026-01-08 14:02:12 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:998.90 total_reward_ma:996.58 loss:-0.01538 fps:1645 +frame:4.66e+06 wall_t:2832 t:291250 epi:nan +opt_step:72800 lr:0.0001335 clip_eps:0.1 entropy:1.034 +2026-01-08 14:02:18 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1004.80 total_reward_ma:996.68 loss:-0.006014 fps:1646 +frame:4.67e+06 wall_t:2838 t:291875 epi:nan +opt_step:72960 lr:0.0001333 clip_eps:0.1 entropy:1.253 +2026-01-08 14:02:23 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1005.70 total_reward_ma:996.83 loss:0.001089 fps:1646 +frame:4.68e+06 wall_t:2844 t:292500 epi:nan +opt_step:73120 lr:0.000133 clip_eps:0.1 entropy:1.3 +2026-01-08 14:02:29 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1006.20 total_reward_ma:996.97 loss:-0.01085 fps:1646 +frame:4.69e+06 wall_t:2850 t:293125 epi:nan +opt_step:73280 lr:0.0001328 clip_eps:0.1 entropy:0.9874 +2026-01-08 14:02:34 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:998.90 total_reward_ma:997.05 loss:-0.006587 fps:1646 +frame:4.70e+06 wall_t:2855 t:293750 epi:nan +opt_step:73408 lr:0.0001325 clip_eps:0.1 entropy:1.165 +2026-01-08 14:02:40 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:996.30 total_reward_ma:997.19 loss:-0.006479 fps:1646 +frame:4.71e+06 wall_t:2861 t:294375 epi:nan +opt_step:73568 lr:0.0001323 clip_eps:0.1 entropy:1.308 +2026-01-08 14:02:46 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:996.40 total_reward_ma:997.35 loss:-0.00569 fps:1646 +frame:4.72e+06 wall_t:2867 t:295000 epi:nan +opt_step:73728 lr:0.000132 clip_eps:0.1 entropy:1.155 +2026-01-08 14:02:52 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1000.00 total_reward_ma:997.50 loss:-0.009634 fps:1646 +frame:4.73e+06 wall_t:2873 t:295625 epi:nan +opt_step:73888 lr:0.0001318 clip_eps:0.1 entropy:1.118 +2026-01-08 14:02:58 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:995.70 total_reward_ma:997.61 loss:-0.005807 fps:1647 +frame:4.74e+06 wall_t:2878 t:296250 epi:nan +opt_step:74048 lr:0.0001315 clip_eps:0.1 entropy:1.232 +2026-01-08 14:03:03 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:996.10 total_reward_ma:997.74 loss:-0.01393 fps:1647 +frame:4.75e+06 wall_t:2884 t:296875 epi:nan +opt_step:74208 lr:0.0001313 clip_eps:0.1 entropy:1.015 +2026-01-08 14:03:09 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:993.70 total_reward_ma:997.86 loss:-0.009058 fps:1647 +frame:4.76e+06 wall_t:2890 t:297500 epi:nan +opt_step:74368 lr:0.000131 clip_eps:0.1 entropy:1.206 +2026-01-08 14:03:15 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:985.60 total_reward_ma:997.92 loss:-0.0002953 fps:1647 +frame:4.77e+06 wall_t:2896 t:298125 epi:nan +opt_step:74528 lr:0.0001308 clip_eps:0.1 entropy:1.16 +2026-01-08 14:03:20 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:980.60 total_reward_ma:997.93 loss:-0.006583 fps:1648 +frame:4.78e+06 wall_t:2901 t:298750 epi:nan +opt_step:74656 lr:0.0001306 clip_eps:0.1 entropy:1.197 +2026-01-08 14:03:26 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:977.80 total_reward_ma:997.87 loss:-0.006906 fps:1648 +frame:4.79e+06 wall_t:2907 t:299375 epi:nan +opt_step:74816 lr:0.0001303 clip_eps:0.1 entropy:1.172 +2026-01-08 14:03:32 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:972.80 total_reward_ma:997.76 loss:-0.004523 fps:1648 +frame:4.80e+06 wall_t:2913 t:300000 epi:nan +opt_step:74976 lr:0.00013 clip_eps:0.1 entropy:1.264 +2026-01-08 14:03:38 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:971.30 total_reward_ma:997.63 loss:-0.01036 fps:1648 +frame:4.81e+06 wall_t:2919 t:300625 epi:nan +opt_step:75136 lr:0.0001298 clip_eps:0.1 entropy:1.089 +2026-01-08 14:03:45 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:969.50 total_reward_ma:997.48 loss:-0.009675 fps:1648 +frame:4.82e+06 wall_t:2925 t:301250 epi:nan +opt_step:75296 lr:0.0001295 clip_eps:0.1 entropy:1.093 +2026-01-08 14:03:51 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:976.10 total_reward_ma:997.35 loss:-0.009451 fps:1648 +frame:4.83e+06 wall_t:2931 t:301875 epi:nan +opt_step:75456 lr:0.0001293 clip_eps:0.1 entropy:1.139 +2026-01-08 14:03:56 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:977.90 total_reward_ma:997.26 loss:-0.01399 fps:1648 +frame:4.84e+06 wall_t:2937 t:302500 epi:nan +opt_step:75616 lr:0.000129 clip_eps:0.1 entropy:1.051 +2026-01-08 14:04:02 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:975.90 total_reward_ma:997.09 loss:-0.007781 fps:1648 +frame:4.85e+06 wall_t:2943 t:303125 epi:nan +opt_step:75776 lr:0.0001288 clip_eps:0.1 entropy:1.165 +2026-01-08 14:04:08 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:973.60 total_reward_ma:996.88 loss:-0.006013 fps:1648 +frame:4.86e+06 wall_t:2949 t:303750 epi:nan +opt_step:75936 lr:0.0001285 clip_eps:0.1 entropy:1.066 +2026-01-08 14:04:14 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:974.20 total_reward_ma:996.65 loss:-0.01369 fps:1649 +frame:4.87e+06 wall_t:2954 t:304375 epi:nan +opt_step:76064 lr:0.0001283 clip_eps:0.1 entropy:1.114 +2026-01-08 14:04:19 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:973.60 total_reward_ma:996.43 loss:-0.003734 fps:1649 +frame:4.88e+06 wall_t:2960 t:305000 epi:nan +opt_step:76224 lr:0.000128 clip_eps:0.1 entropy:1.135 +2026-01-08 14:04:25 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:976.40 total_reward_ma:996.22 loss:-0.01017 fps:1649 +frame:4.89e+06 wall_t:2966 t:305625 epi:nan +opt_step:76384 lr:0.0001278 clip_eps:0.1 entropy:1.07 +2026-01-08 14:04:31 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:980.30 total_reward_ma:996.02 loss:-0.008776 fps:1649 +frame:4.90e+06 wall_t:2971 t:306250 epi:nan +opt_step:76544 lr:0.0001275 clip_eps:0.1 entropy:1.05 +2026-01-08 14:04:37 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:980.20 total_reward_ma:995.74 loss:-0.006005 fps:1649 +frame:4.91e+06 wall_t:2977 t:306875 epi:nan +opt_step:76704 lr:0.0001273 clip_eps:0.1 entropy:1.24 +2026-01-08 14:04:42 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:979.10 total_reward_ma:995.49 loss:-0.009484 fps:1649 +frame:4.92e+06 wall_t:2983 t:307500 epi:nan +opt_step:76864 lr:0.000127 clip_eps:0.1 entropy:1.109 +2026-01-08 14:04:48 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:985.50 total_reward_ma:995.31 loss:-0.01433 fps:1649 +frame:4.93e+06 wall_t:2989 t:308125 epi:nan +opt_step:77024 lr:0.0001268 clip_eps:0.1 entropy:1.085 +2026-01-08 14:04:54 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:986.00 total_reward_ma:995.12 loss:-0.009892 fps:1650 +frame:4.94e+06 wall_t:2994 t:308750 epi:nan +opt_step:77184 lr:0.0001265 clip_eps:0.1 entropy:1.132 +2026-01-08 14:04:59 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:986.00 total_reward_ma:994.92 loss:-0.007538 fps:1650 +frame:4.95e+06 wall_t:3000 t:309375 epi:nan +opt_step:77312 lr:0.0001263 clip_eps:0.1 entropy:1.022 +2026-01-08 14:05:05 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:990.10 total_reward_ma:994.75 loss:-0.009342 fps:1650 +frame:4.96e+06 wall_t:3006 t:310000 epi:nan +opt_step:77472 lr:0.000126 clip_eps:0.1 entropy:1.069 +2026-01-08 14:05:11 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:999.20 total_reward_ma:994.66 loss:-0.009004 fps:1650 +frame:4.97e+06 wall_t:3012 t:310625 epi:nan +opt_step:77632 lr:0.0001258 clip_eps:0.1 entropy:1.131 +2026-01-08 14:05:17 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1002.20 total_reward_ma:994.66 loss:-0.004881 fps:1650 +frame:4.98e+06 wall_t:3018 t:311250 epi:nan +opt_step:77792 lr:0.0001255 clip_eps:0.1 entropy:1.09 +2026-01-08 14:05:23 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1003.60 total_reward_ma:994.70 loss:-0.008548 fps:1650 +frame:4.99e+06 wall_t:3024 t:311875 epi:nan +opt_step:77952 lr:0.0001253 clip_eps:0.1 entropy:1.036 +2026-01-08 14:05:29 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1001.50 total_reward_ma:994.73 loss:-0.01326 fps:1650 +frame:5.00e+06 wall_t:3030 t:312500 epi:nan +opt_step:78112 lr:0.000125 clip_eps:0.1 entropy:1.117 +2026-01-08 14:05:35 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:995.50 total_reward_ma:994.69 loss:-0.001687 fps:1650 +frame:5.01e+06 wall_t:3036 t:313125 epi:nan +opt_step:78272 lr:0.0001248 clip_eps:0.1 entropy:1.246 +2026-01-08 14:05:41 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:996.80 total_reward_ma:994.69 loss:-0.006385 fps:1651 +frame:5.02e+06 wall_t:3041 t:313750 epi:nan +opt_step:78432 lr:0.0001245 clip_eps:0.1 entropy:1.178 +2026-01-08 14:05:47 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:994.30 total_reward_ma:994.66 loss:-0.003721 fps:1651 +frame:5.03e+06 wall_t:3047 t:314375 epi:nan +opt_step:78592 lr:0.0001243 clip_eps:0.1 entropy:1.169 +2026-01-08 14:05:52 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:993.10 total_reward_ma:994.63 loss:-0.005296 fps:1651 +frame:5.04e+06 wall_t:3053 t:315000 epi:nan +opt_step:78720 lr:0.000124 clip_eps:0.1 entropy:1.2 +2026-01-08 14:05:58 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:997.00 total_reward_ma:994.64 loss:-0.00818 fps:1651 +frame:5.05e+06 wall_t:3059 t:315625 epi:nan +opt_step:78880 lr:0.0001238 clip_eps:0.1 entropy:1.128 +2026-01-08 14:06:04 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:992.80 total_reward_ma:994.62 loss:-0.009993 fps:1651 +frame:5.06e+06 wall_t:3064 t:316250 epi:nan +opt_step:79040 lr:0.0001235 clip_eps:0.1 entropy:1.15 +2026-01-08 14:06:10 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:992.10 total_reward_ma:994.64 loss:-0.006644 fps:1651 +frame:5.07e+06 wall_t:3070 t:316875 epi:nan +opt_step:79200 lr:0.0001233 clip_eps:0.1 entropy:1.064 +2026-01-08 14:06:16 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:989.30 total_reward_ma:994.67 loss:-0.009529 fps:1651 +frame:5.08e+06 wall_t:3076 t:317500 epi:nan +opt_step:79360 lr:0.000123 clip_eps:0.1 entropy:1.018 +2026-01-08 14:06:22 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:984.90 total_reward_ma:994.66 loss:-0.005031 fps:1652 +frame:5.09e+06 wall_t:3082 t:318125 epi:nan +opt_step:79520 lr:0.0001228 clip_eps:0.1 entropy:1.158 +2026-01-08 14:06:28 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:985.00 total_reward_ma:994.66 loss:0.002579 fps:1652 +frame:5.10e+06 wall_t:3088 t:318750 epi:nan +opt_step:79680 lr:0.0001225 clip_eps:0.1 entropy:1.225 +2026-01-08 14:06:33 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:985.90 total_reward_ma:994.67 loss:-0.005948 fps:1652 +frame:5.11e+06 wall_t:3094 t:319375 epi:nan +opt_step:79840 lr:0.0001223 clip_eps:0.1 entropy:1.183 +2026-01-08 14:06:39 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:983.50 total_reward_ma:994.68 loss:-0.01316 fps:1652 +frame:5.12e+06 wall_t:3100 t:320000 epi:nan +opt_step:80000 lr:0.000122 clip_eps:0.1 entropy:1.106 +2026-01-08 14:06:45 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:980.30 total_reward_ma:994.67 loss:-0.003969 fps:1652 +frame:5.13e+06 wall_t:3105 t:320625 epi:nan +opt_step:80128 lr:0.0001218 clip_eps:0.1 entropy:1.131 +2026-01-08 14:06:51 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:985.10 total_reward_ma:994.69 loss:-0.003633 fps:1652 +frame:5.14e+06 wall_t:3111 t:321250 epi:nan +opt_step:80288 lr:0.0001215 clip_eps:0.1 entropy:1.18 +2026-01-08 14:06:57 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:985.10 total_reward_ma:994.71 loss:-0.008409 fps:1652 +frame:5.15e+06 wall_t:3117 t:321875 epi:nan +opt_step:80448 lr:0.0001213 clip_eps:0.1 entropy:1.053 +2026-01-08 14:07:02 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:989.40 total_reward_ma:994.73 loss:-0.007932 fps:1652 +frame:5.16e+06 wall_t:3123 t:322500 epi:nan +opt_step:80608 lr:0.000121 clip_eps:0.1 entropy:1.16 +2026-01-08 14:07:08 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:985.70 total_reward_ma:994.69 loss:-0.009275 fps:1652 +frame:5.17e+06 wall_t:3129 t:323125 epi:nan +opt_step:80768 lr:0.0001208 clip_eps:0.1 entropy:0.9996 +2026-01-08 14:07:14 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:986.90 total_reward_ma:994.62 loss:-0.009072 fps:1652 +frame:5.18e+06 wall_t:3135 t:323750 epi:nan +opt_step:80928 lr:0.0001205 clip_eps:0.1 entropy:1.123 +2026-01-08 14:07:20 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:988.60 total_reward_ma:994.57 loss:-0.01126 fps:1653 +frame:5.19e+06 wall_t:3140 t:324375 epi:nan +opt_step:81088 lr:0.0001203 clip_eps:0.1 entropy:1.042 +2026-01-08 14:07:26 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:994.70 total_reward_ma:994.55 loss:-0.003994 fps:1653 +frame:5.20e+06 wall_t:3146 t:325000 epi:nan +opt_step:81248 lr:0.00012 clip_eps:0.1 entropy:1.168 +2026-01-08 14:07:31 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:991.40 total_reward_ma:994.49 loss:-0.007346 fps:1653 +frame:5.21e+06 wall_t:3151 t:325625 epi:nan +opt_step:81376 lr:0.0001198 clip_eps:0.1 entropy:1.122 +2026-01-08 14:07:36 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:993.80 total_reward_ma:994.42 loss:-0.01331 fps:1653 +frame:5.22e+06 wall_t:3157 t:326250 epi:nan +opt_step:81536 lr:0.0001195 clip_eps:0.1 entropy:1.044 +2026-01-08 14:07:42 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:995.90 total_reward_ma:994.38 loss:-0.01082 fps:1653 +frame:5.23e+06 wall_t:3163 t:326875 epi:nan +opt_step:81696 lr:0.0001193 clip_eps:0.1 entropy:1.161 +2026-01-08 14:07:48 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:996.30 total_reward_ma:994.33 loss:-0.008219 fps:1654 +frame:5.24e+06 wall_t:3168 t:327500 epi:nan +opt_step:81856 lr:0.000119 clip_eps:0.1 entropy:1.214 +2026-01-08 14:07:54 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:999.00 total_reward_ma:994.25 loss:-0.01496 fps:1654 +frame:5.25e+06 wall_t:3174 t:328125 epi:nan +opt_step:82016 lr:0.0001188 clip_eps:0.1 entropy:1.073 +2026-01-08 14:07:59 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1005.60 total_reward_ma:994.22 loss:-0.00889 fps:1654 +frame:5.26e+06 wall_t:3180 t:328750 epi:nan +opt_step:82176 lr:0.0001185 clip_eps:0.1 entropy:1.175 +2026-01-08 14:08:05 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1008.70 total_reward_ma:994.22 loss:-0.008263 fps:1654 +frame:5.27e+06 wall_t:3186 t:329375 epi:nan +opt_step:82336 lr:0.0001183 clip_eps:0.1 entropy:1.102 +2026-01-08 14:08:11 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1013.10 total_reward_ma:994.25 loss:-0.009006 fps:1654 +frame:5.28e+06 wall_t:3192 t:330000 epi:nan +opt_step:82496 lr:0.000118 clip_eps:0.1 entropy:1.073 +2026-01-08 14:08:17 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1018.20 total_reward_ma:994.31 loss:-0.009088 fps:1655 +frame:5.29e+06 wall_t:3197 t:330625 epi:nan +opt_step:82656 lr:0.0001178 clip_eps:0.1 entropy:1.122 +2026-01-08 14:08:22 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1017.60 total_reward_ma:994.39 loss:-0.01048 fps:1655 +frame:5.30e+06 wall_t:3203 t:331250 epi:nan +opt_step:82784 lr:0.0001175 clip_eps:0.1 entropy:1.159 +2026-01-08 14:08:28 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1018.60 total_reward_ma:994.45 loss:-0.01177 fps:1655 +frame:5.31e+06 wall_t:3208 t:331875 epi:nan +opt_step:82944 lr:0.0001173 clip_eps:0.1 entropy:1.144 +2026-01-08 14:08:34 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1021.90 total_reward_ma:994.46 loss:-0.01446 fps:1655 +frame:5.32e+06 wall_t:3214 t:332500 epi:nan +opt_step:83104 lr:0.000117 clip_eps:0.1 entropy:1.118 +2026-01-08 14:08:39 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1025.90 total_reward_ma:994.52 loss:-0.009863 fps:1655 +frame:5.33e+06 wall_t:3220 t:333125 epi:nan +opt_step:83264 lr:0.0001168 clip_eps:0.1 entropy:1.175 +2026-01-08 14:08:46 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1026.50 total_reward_ma:994.63 loss:-0.009066 fps:1655 +frame:5.34e+06 wall_t:3226 t:333750 epi:nan +opt_step:83424 lr:0.0001165 clip_eps:0.1 entropy:1.182 +2026-01-08 14:08:51 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1020.60 total_reward_ma:994.71 loss:-0.01112 fps:1655 +frame:5.35e+06 wall_t:3232 t:334375 epi:nan +opt_step:83584 lr:0.0001163 clip_eps:0.1 entropy:1.277 +2026-01-08 14:08:57 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1021.90 total_reward_ma:994.85 loss:-0.01401 fps:1655 +frame:5.36e+06 wall_t:3238 t:335000 epi:nan +opt_step:83744 lr:0.000116 clip_eps:0.1 entropy:1.114 +2026-01-08 14:09:03 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1018.80 total_reward_ma:995.01 loss:-0.001201 fps:1655 +frame:5.37e+06 wall_t:3244 t:335625 epi:nan +opt_step:83904 lr:0.0001158 clip_eps:0.1 entropy:1.158 +2026-01-08 14:09:08 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1015.70 total_reward_ma:995.10 loss:-0.008476 fps:1656 +frame:5.38e+06 wall_t:3249 t:336250 epi:nan +opt_step:84032 lr:0.0001155 clip_eps:0.1 entropy:1.069 +2026-01-08 14:09:14 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1017.40 total_reward_ma:995.14 loss:-0.007922 fps:1656 +frame:5.39e+06 wall_t:3254 t:336875 epi:nan +opt_step:84192 lr:0.0001153 clip_eps:0.1 entropy:1.09 +2026-01-08 14:09:20 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1017.30 total_reward_ma:995.20 loss:0.001986 fps:1656 +frame:5.40e+06 wall_t:3260 t:337500 epi:nan +opt_step:84352 lr:0.000115 clip_eps:0.1 entropy:1.07 +2026-01-08 14:09:25 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1020.30 total_reward_ma:995.26 loss:-0.008359 fps:1656 +frame:5.41e+06 wall_t:3266 t:338125 epi:nan +opt_step:84512 lr:0.0001148 clip_eps:0.1 entropy:1.084 +2026-01-08 14:09:31 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1021.90 total_reward_ma:995.36 loss:-0.01366 fps:1656 +frame:5.42e+06 wall_t:3272 t:338750 epi:nan +opt_step:84672 lr:0.0001145 clip_eps:0.1 entropy:1.131 +2026-01-08 14:09:37 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1023.50 total_reward_ma:995.53 loss:-0.003956 fps:1657 +frame:5.43e+06 wall_t:3277 t:339375 epi:nan +opt_step:84832 lr:0.0001143 clip_eps:0.1 entropy:1.255 +2026-01-08 14:09:43 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1023.60 total_reward_ma:995.68 loss:-0.01157 fps:1657 +frame:5.44e+06 wall_t:3283 t:340000 epi:nan +opt_step:84992 lr:0.000114 clip_eps:0.1 entropy:1.143 +2026-01-08 14:09:48 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1022.40 total_reward_ma:995.83 loss:-0.01006 fps:1657 +frame:5.45e+06 wall_t:3289 t:340625 epi:nan +opt_step:85152 lr:0.0001138 clip_eps:0.1 entropy:1.23 +2026-01-08 14:09:54 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1015.50 total_reward_ma:995.95 loss:-0.0119 fps:1657 +frame:5.46e+06 wall_t:3295 t:341250 epi:nan +opt_step:85312 lr:0.0001135 clip_eps:0.1 entropy:1.146 +2026-01-08 14:09:59 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1017.80 total_reward_ma:996.14 loss:-0.0125 fps:1658 +frame:5.47e+06 wall_t:3300 t:341875 epi:nan +opt_step:85440 lr:0.0001133 clip_eps:0.1 entropy:1.042 +2026-01-08 14:10:05 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1017.80 total_reward_ma:996.37 loss:-0.005146 fps:1658 +frame:5.48e+06 wall_t:3306 t:342500 epi:nan +opt_step:85600 lr:0.000113 clip_eps:0.1 entropy:1.247 +2026-01-08 14:10:11 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1019.00 total_reward_ma:996.62 loss:-0.009732 fps:1658 +frame:5.49e+06 wall_t:3311 t:343125 epi:nan +opt_step:85760 lr:0.0001128 clip_eps:0.1 entropy:1.016 +2026-01-08 14:10:17 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1020.60 total_reward_ma:996.86 loss:-0.0111 fps:1658 +frame:5.50e+06 wall_t:3317 t:343750 epi:nan +opt_step:85920 lr:0.0001125 clip_eps:0.1 entropy:1.102 +2026-01-08 14:10:23 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1024.10 total_reward_ma:997.13 loss:0.001768 fps:1658 +frame:5.51e+06 wall_t:3323 t:344375 epi:nan +opt_step:86080 lr:0.0001123 clip_eps:0.1 entropy:1.138 +2026-01-08 14:10:28 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1021.60 total_reward_ma:997.35 loss:-0.01313 fps:1658 +frame:5.52e+06 wall_t:3329 t:345000 epi:nan +opt_step:86240 lr:0.000112 clip_eps:0.1 entropy:0.9744 +2026-01-08 14:10:34 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1025.20 total_reward_ma:997.65 loss:-0.01394 fps:1658 +frame:5.53e+06 wall_t:3335 t:345625 epi:nan +opt_step:86400 lr:0.0001118 clip_eps:0.1 entropy:1.215 +2026-01-08 14:10:40 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1031.40 total_reward_ma:998.03 loss:-0.0105 fps:1659 +frame:5.54e+06 wall_t:3340 t:346250 epi:nan +opt_step:86560 lr:0.0001115 clip_eps:0.1 entropy:1.169 +2026-01-08 14:10:45 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1032.70 total_reward_ma:998.41 loss:-0.009923 fps:1659 +frame:5.55e+06 wall_t:3346 t:346875 epi:nan +opt_step:86688 lr:0.0001113 clip_eps:0.1 entropy:1.112 +2026-01-08 14:10:51 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1031.90 total_reward_ma:998.83 loss:-0.006723 fps:1659 +frame:5.56e+06 wall_t:3351 t:347500 epi:nan +opt_step:86848 lr:0.000111 clip_eps:0.1 entropy:1.174 +2026-01-08 14:10:56 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1033.00 total_reward_ma:999.28 loss:-0.008343 fps:1659 +frame:5.57e+06 wall_t:3357 t:348125 epi:nan +opt_step:87008 lr:0.0001108 clip_eps:0.1 entropy:1.212 +2026-01-08 14:11:02 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1039.10 total_reward_ma:999.84 loss:-0.0121 fps:1659 +frame:5.58e+06 wall_t:3363 t:348750 epi:nan +opt_step:87168 lr:0.0001105 clip_eps:0.1 entropy:1.074 +2026-01-08 14:11:08 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1037.30 total_reward_ma:1000.36 loss:-0.0003449 fps:1660 +frame:5.59e+06 wall_t:3368 t:349375 epi:nan +opt_step:87328 lr:0.0001103 clip_eps:0.1 entropy:1.295 +2026-01-08 14:11:14 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1033.20 total_reward_ma:1000.81 loss:-0.01025 fps:1660 +frame:5.60e+06 wall_t:3374 t:350000 epi:nan +opt_step:87488 lr:0.00011 clip_eps:0.1 entropy:1.161 +2026-01-08 14:11:19 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1028.70 total_reward_ma:1001.23 loss:-0.009784 fps:1660 +frame:5.61e+06 wall_t:3380 t:350625 epi:nan +opt_step:87648 lr:0.0001098 clip_eps:0.1 entropy:1.161 +2026-01-08 14:11:25 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1031.40 total_reward_ma:1001.59 loss:-0.006932 fps:1660 +frame:5.62e+06 wall_t:3385 t:351250 epi:nan +opt_step:87808 lr:0.0001095 clip_eps:0.1 entropy:1.14 +2026-01-08 14:11:30 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1026.30 total_reward_ma:1001.89 loss:-0.008494 fps:1661 +frame:5.63e+06 wall_t:3390 t:351875 epi:nan +opt_step:87968 lr:0.0001093 clip_eps:0.1 entropy:1.098 +2026-01-08 14:11:35 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1023.60 total_reward_ma:1002.19 loss:-0.01158 fps:1661 +frame:5.64e+06 wall_t:3395 t:352500 epi:nan +opt_step:88096 lr:0.000109 clip_eps:0.1 entropy:1.055 +2026-01-08 14:11:40 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1028.40 total_reward_ma:1002.52 loss:-0.00177 fps:1661 +frame:5.65e+06 wall_t:3401 t:353125 epi:nan +opt_step:88256 lr:0.0001088 clip_eps:0.1 entropy:1.109 +2026-01-08 14:11:46 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1024.50 total_reward_ma:1002.78 loss:-0.01136 fps:1661 +frame:5.66e+06 wall_t:3407 t:353750 epi:nan +opt_step:88416 lr:0.0001085 clip_eps:0.1 entropy:1.082 +2026-01-08 14:11:52 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1023.10 total_reward_ma:1002.96 loss:-0.009477 fps:1662 +frame:5.67e+06 wall_t:3412 t:354375 epi:nan +opt_step:88576 lr:0.0001083 clip_eps:0.1 entropy:1.073 +2026-01-08 14:11:58 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1027.30 total_reward_ma:1003.18 loss:-0.0002744 fps:1662 +frame:5.68e+06 wall_t:3418 t:355000 epi:nan +opt_step:88736 lr:0.000108 clip_eps:0.1 entropy:1.112 +2026-01-08 14:12:03 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1024.90 total_reward_ma:1003.36 loss:-0.007805 fps:1662 +frame:5.69e+06 wall_t:3424 t:355625 epi:nan +opt_step:88896 lr:0.0001078 clip_eps:0.1 entropy:1.081 +2026-01-08 14:12:09 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1022.50 total_reward_ma:1003.60 loss:-0.009672 fps:1662 +frame:5.70e+06 wall_t:3430 t:356250 epi:nan +opt_step:89056 lr:0.0001075 clip_eps:0.1 entropy:1.179 +2026-01-08 14:12:15 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1019.50 total_reward_ma:1003.83 loss:-0.006006 fps:1662 +frame:5.71e+06 wall_t:3435 t:356875 epi:nan +opt_step:89216 lr:0.0001073 clip_eps:0.1 entropy:1.185 +2026-01-08 14:12:20 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1018.10 total_reward_ma:1004.05 loss:-0.01108 fps:1662 +frame:5.72e+06 wall_t:3441 t:357500 epi:nan +opt_step:89344 lr:0.000107 clip_eps:0.1 entropy:1.159 +2026-01-08 14:12:26 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1011.80 total_reward_ma:1004.17 loss:-0.00969 fps:1662 +frame:5.73e+06 wall_t:3447 t:358125 epi:nan +opt_step:89504 lr:0.0001068 clip_eps:0.1 entropy:1.268 +2026-01-08 14:12:32 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1010.20 total_reward_ma:1004.31 loss:-0.007568 fps:1663 +frame:5.74e+06 wall_t:3452 t:358750 epi:nan +opt_step:89664 lr:0.0001065 clip_eps:0.1 entropy:1.219 +2026-01-08 14:12:38 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1005.50 total_reward_ma:1004.41 loss:-0.0103 fps:1663 +frame:5.75e+06 wall_t:3458 t:359375 epi:nan +opt_step:89824 lr:0.0001063 clip_eps:0.1 entropy:1.182 +2026-01-08 14:12:44 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1003.40 total_reward_ma:1004.50 loss:-0.007639 fps:1663 +frame:5.76e+06 wall_t:3464 t:360000 epi:nan +opt_step:89984 lr:0.000106 clip_eps:0.1 entropy:1.166 +2026-01-08 14:12:49 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1000.60 total_reward_ma:1004.65 loss:-0.01077 fps:1663 +frame:5.77e+06 wall_t:3470 t:360625 epi:nan +opt_step:90144 lr:0.0001058 clip_eps:0.1 entropy:1.18 +2026-01-08 14:12:55 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:998.90 total_reward_ma:1004.84 loss:-0.009927 fps:1663 +frame:5.78e+06 wall_t:3476 t:361250 epi:nan +opt_step:90304 lr:0.0001055 clip_eps:0.1 entropy:1.191 +2026-01-08 14:13:01 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:998.80 total_reward_ma:1005.05 loss:-0.01208 fps:1663 +frame:5.79e+06 wall_t:3481 t:361875 epi:nan +opt_step:90464 lr:0.0001053 clip_eps:0.1 entropy:1.11 +2026-01-08 14:13:07 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:999.00 total_reward_ma:1005.31 loss:-0.01418 fps:1663 +frame:5.80e+06 wall_t:3487 t:362500 epi:nan +opt_step:90624 lr:0.000105 clip_eps:0.1 entropy:1.239 +2026-01-08 14:13:12 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:994.40 total_reward_ma:1005.54 loss:-0.004901 fps:1663 +frame:5.81e+06 wall_t:3493 t:363125 epi:nan +opt_step:90752 lr:0.0001048 clip_eps:0.1 entropy:1.138 +2026-01-08 14:13:18 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:993.60 total_reward_ma:1005.78 loss:-0.01028 fps:1663 +frame:5.82e+06 wall_t:3499 t:363750 epi:nan +opt_step:90912 lr:0.0001045 clip_eps:0.1 entropy:1.083 +2026-01-08 14:13:24 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:993.50 total_reward_ma:1005.95 loss:-0.008136 fps:1663 +frame:5.83e+06 wall_t:3505 t:364375 epi:nan +opt_step:91072 lr:0.0001043 clip_eps:0.1 entropy:1.076 +2026-01-08 14:13:31 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:993.30 total_reward_ma:1006.11 loss:-0.005246 fps:1663 +frame:5.84e+06 wall_t:3511 t:365000 epi:nan +opt_step:91232 lr:0.000104 clip_eps:0.1 entropy:1.208 +2026-01-08 14:13:37 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:990.80 total_reward_ma:1006.26 loss:-0.0123 fps:1663 +frame:5.85e+06 wall_t:3517 t:365625 epi:nan +opt_step:91392 lr:0.0001038 clip_eps:0.1 entropy:1.061 +2026-01-08 14:13:43 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:984.00 total_reward_ma:1006.36 loss:-0.002273 fps:1663 +frame:5.86e+06 wall_t:3523 t:366250 epi:nan +opt_step:91552 lr:0.0001035 clip_eps:0.1 entropy:1.144 +2026-01-08 14:13:48 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:981.30 total_reward_ma:1006.43 loss:-0.004017 fps:1664 +frame:5.87e+06 wall_t:3528 t:366875 epi:nan +opt_step:91712 lr:0.0001033 clip_eps:0.1 entropy:1.238 +2026-01-08 14:13:53 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:982.20 total_reward_ma:1006.52 loss:-0.009921 fps:1664 +frame:5.88e+06 wall_t:3534 t:367500 epi:nan +opt_step:91872 lr:0.000103 clip_eps:0.1 entropy:1.173 +2026-01-08 14:13:58 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:979.80 total_reward_ma:1006.55 loss:-0.01057 fps:1664 +frame:5.89e+06 wall_t:3539 t:368125 epi:nan +opt_step:92000 lr:0.0001028 clip_eps:0.1 entropy:1.145 +2026-01-08 14:14:03 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:974.50 total_reward_ma:1006.49 loss:-0.006525 fps:1665 +frame:5.90e+06 wall_t:3544 t:368750 epi:nan +opt_step:92160 lr:0.0001025 clip_eps:0.1 entropy:1.135 +2026-01-08 14:14:09 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:972.50 total_reward_ma:1006.42 loss:-0.01141 fps:1665 +frame:5.91e+06 wall_t:3550 t:369375 epi:nan +opt_step:92320 lr:0.0001023 clip_eps:0.1 entropy:1.144 +2026-01-08 14:14:15 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:970.40 total_reward_ma:1006.33 loss:-0.00838 fps:1665 +frame:5.92e+06 wall_t:3555 t:370000 epi:nan +opt_step:92480 lr:0.000102 clip_eps:0.1 entropy:1.257 +2026-01-08 14:14:20 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:971.60 total_reward_ma:1006.19 loss:0.003832 fps:1665 +frame:5.93e+06 wall_t:3561 t:370625 epi:nan +opt_step:92640 lr:0.0001018 clip_eps:0.1 entropy:1.091 +2026-01-08 14:14:26 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:975.20 total_reward_ma:1006.08 loss:-0.008038 fps:1665 +frame:5.94e+06 wall_t:3567 t:371250 epi:nan +opt_step:92800 lr:0.0001015 clip_eps:0.1 entropy:1.098 +2026-01-08 14:14:32 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:973.20 total_reward_ma:1005.96 loss:-0.00945 fps:1665 +frame:5.95e+06 wall_t:3573 t:371875 epi:nan +opt_step:92960 lr:0.0001013 clip_eps:0.1 entropy:1.358 +2026-01-08 14:14:38 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:967.80 total_reward_ma:1005.73 loss:-0.001563 fps:1666 +frame:5.96e+06 wall_t:3578 t:372500 epi:nan +opt_step:93120 lr:0.000101 clip_eps:0.1 entropy:1.052 +2026-01-08 14:14:43 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:967.10 total_reward_ma:1005.41 loss:-0.01006 fps:1666 +frame:5.97e+06 wall_t:3584 t:373125 epi:nan +opt_step:93280 lr:0.0001008 clip_eps:0.1 entropy:1.041 +2026-01-08 14:14:49 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:969.90 total_reward_ma:1005.09 loss:-0.01259 fps:1666 +frame:5.98e+06 wall_t:3589 t:373750 epi:nan +opt_step:93408 lr:0.0001005 clip_eps:0.1 entropy:1.053 +2026-01-08 14:14:54 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:974.10 total_reward_ma:1004.79 loss:-0.007208 fps:1666 +frame:5.99e+06 wall_t:3595 t:374375 epi:nan +opt_step:93568 lr:0.0001003 clip_eps:0.1 entropy:1.078 +2026-01-08 14:15:00 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:972.50 total_reward_ma:1004.50 loss:-0.01633 fps:1667 +frame:6.00e+06 wall_t:3600 t:375000 epi:nan +opt_step:93728 lr:0.0001 clip_eps:0.1 entropy:1.075 +2026-01-08 14:15:06 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:970.60 total_reward_ma:1004.25 loss:-0.001059 fps:1667 +frame:6.01e+06 wall_t:3606 t:375625 epi:nan +opt_step:93888 lr:9.978e-05 clip_eps:0.1 entropy:1.265 +2026-01-08 14:15:11 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:974.50 total_reward_ma:1004.03 loss:-0.01098 fps:1667 +frame:6.02e+06 wall_t:3612 t:376250 epi:nan +opt_step:94048 lr:9.952e-05 clip_eps:0.1 entropy:1.133 +2026-01-08 14:15:17 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:975.20 total_reward_ma:1003.84 loss:-0.009791 fps:1667 +frame:6.03e+06 wall_t:3617 t:376875 epi:nan +opt_step:94208 lr:9.927e-05 clip_eps:0.1 entropy:1.022 +2026-01-08 14:15:23 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:978.50 total_reward_ma:1003.69 loss:-0.005989 fps:1667 +frame:6.04e+06 wall_t:3623 t:377500 epi:nan +opt_step:94368 lr:9.901e-05 clip_eps:0.1 entropy:1.296 +2026-01-08 14:15:28 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:981.40 total_reward_ma:1003.54 loss:-0.01441 fps:1667 +frame:6.05e+06 wall_t:3629 t:378125 epi:nan +opt_step:94528 lr:9.876e-05 clip_eps:0.1 entropy:1.113 +2026-01-08 14:15:34 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:982.90 total_reward_ma:1003.44 loss:-0.01058 fps:1668 +frame:6.06e+06 wall_t:3634 t:378750 epi:nan +opt_step:94656 lr:9.855e-05 clip_eps:0.1 entropy:1.157 +2026-01-08 14:15:39 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:980.50 total_reward_ma:1003.32 loss:-0.006713 fps:1668 +frame:6.07e+06 wall_t:3639 t:379375 epi:nan +opt_step:94816 lr:9.829e-05 clip_eps:0.1 entropy:1.267 +2026-01-08 14:15:45 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:982.70 total_reward_ma:1003.26 loss:-0.01371 fps:1668 +frame:6.08e+06 wall_t:3645 t:380000 epi:nan +opt_step:94976 lr:9.804e-05 clip_eps:0.1 entropy:1.067 +2026-01-08 14:15:51 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:985.10 total_reward_ma:1003.26 loss:-0.0111 fps:1668 +frame:6.09e+06 wall_t:3651 t:380625 epi:nan +opt_step:95136 lr:9.778e-05 clip_eps:0.1 entropy:1.086 +2026-01-08 14:15:56 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:985.60 total_reward_ma:1003.27 loss:-0.01071 fps:1668 +frame:6.10e+06 wall_t:3657 t:381250 epi:nan +opt_step:95296 lr:9.753e-05 clip_eps:0.1 entropy:1.214 +2026-01-08 14:16:02 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:990.50 total_reward_ma:1003.31 loss:-0.013 fps:1668 +frame:6.11e+06 wall_t:3662 t:381875 epi:nan +opt_step:95456 lr:9.727e-05 clip_eps:0.1 entropy:1.158 +2026-01-08 14:16:08 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:989.30 total_reward_ma:1003.37 loss:-0.005354 fps:1668 +frame:6.12e+06 wall_t:3668 t:382500 epi:nan +opt_step:95616 lr:9.701e-05 clip_eps:0.1 entropy:1.068 +2026-01-08 14:16:13 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:986.50 total_reward_ma:1003.43 loss:-0.01104 fps:1668 +frame:6.13e+06 wall_t:3674 t:383125 epi:nan +opt_step:95776 lr:9.676e-05 clip_eps:0.1 entropy:1.079 +2026-01-08 14:16:19 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:992.50 total_reward_ma:1003.51 loss:-0.007695 fps:1668 +frame:6.14e+06 wall_t:3680 t:383750 epi:nan +opt_step:95936 lr:9.65e-05 clip_eps:0.1 entropy:1.194 +2026-01-08 14:16:25 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:994.00 total_reward_ma:1003.59 loss:-0.01118 fps:1669 +frame:6.15e+06 wall_t:3685 t:384375 epi:nan +opt_step:96064 lr:9.63e-05 clip_eps:0.1 entropy:1.163 +2026-01-08 14:16:31 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:995.10 total_reward_ma:1003.65 loss:-0.009203 fps:1669 +frame:6.16e+06 wall_t:3691 t:385000 epi:nan +opt_step:96224 lr:9.604e-05 clip_eps:0.1 entropy:1.213 +2026-01-08 14:16:36 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:993.40 total_reward_ma:1003.73 loss:-0.01305 fps:1669 +frame:6.17e+06 wall_t:3697 t:385625 epi:nan +opt_step:96384 lr:9.579e-05 clip_eps:0.1 entropy:1.158 +2026-01-08 14:16:43 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:986.60 total_reward_ma:1003.73 loss:-0.01176 fps:1669 +frame:6.18e+06 wall_t:3703 t:386250 epi:nan +opt_step:96544 lr:9.553e-05 clip_eps:0.1 entropy:1.178 +2026-01-08 14:16:48 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:988.80 total_reward_ma:1003.73 loss:-0.009847 fps:1669 +frame:6.19e+06 wall_t:3709 t:386875 epi:nan +opt_step:96704 lr:9.527e-05 clip_eps:0.1 entropy:1.199 +2026-01-08 14:16:54 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:992.30 total_reward_ma:1003.70 loss:-0.005405 fps:1669 +frame:6.20e+06 wall_t:3715 t:387500 epi:nan +opt_step:96864 lr:9.502e-05 clip_eps:0.1 entropy:1.028 +2026-01-08 14:17:00 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:988.80 total_reward_ma:1003.68 loss:-0.006137 fps:1669 +frame:6.21e+06 wall_t:3721 t:388125 epi:nan +opt_step:97024 lr:9.476e-05 clip_eps:0.1 entropy:1.215 +2026-01-08 14:17:06 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:986.60 total_reward_ma:1003.60 loss:-0.01146 fps:1669 +frame:6.22e+06 wall_t:3726 t:388750 epi:nan +opt_step:97184 lr:9.451e-05 clip_eps:0.1 entropy:1.102 +2026-01-08 14:17:11 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:983.00 total_reward_ma:1003.48 loss:-0.008743 fps:1669 +frame:6.23e+06 wall_t:3732 t:389375 epi:nan +opt_step:97312 lr:9.43e-05 clip_eps:0.1 entropy:1.233 +2026-01-08 14:17:17 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:986.80 total_reward_ma:1003.38 loss:-0.01114 fps:1669 +frame:6.24e+06 wall_t:3738 t:390000 epi:nan +opt_step:97472 lr:9.404e-05 clip_eps:0.1 entropy:1.245 +2026-01-08 14:17:23 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:984.70 total_reward_ma:1003.24 loss:-0.008372 fps:1670 +frame:6.25e+06 wall_t:3743 t:390625 epi:nan +opt_step:97632 lr:9.379e-05 clip_eps:0.1 entropy:1.145 +2026-01-08 14:17:29 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:982.10 total_reward_ma:1003.00 loss:-0.00762 fps:1670 +frame:6.26e+06 wall_t:3749 t:391250 epi:nan +opt_step:97792 lr:9.353e-05 clip_eps:0.1 entropy:1.211 +2026-01-08 14:17:34 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:978.10 total_reward_ma:1002.70 loss:-0.002321 fps:1670 +frame:6.27e+06 wall_t:3755 t:391875 epi:nan +opt_step:97952 lr:9.328e-05 clip_eps:0.1 entropy:1.257 +2026-01-08 14:17:40 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:974.10 total_reward_ma:1002.31 loss:-0.009874 fps:1670 +frame:6.28e+06 wall_t:3760 t:392500 epi:nan +opt_step:98112 lr:9.302e-05 clip_eps:0.1 entropy:1.147 +2026-01-08 14:17:46 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:979.10 total_reward_ma:1001.92 loss:-0.00795 fps:1670 +frame:6.29e+06 wall_t:3766 t:393125 epi:nan +opt_step:98272 lr:9.276e-05 clip_eps:0.1 entropy:1.218 +2026-01-08 14:17:51 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:977.70 total_reward_ma:1001.52 loss:-0.00388 fps:1670 +frame:6.30e+06 wall_t:3772 t:393750 epi:nan +opt_step:98432 lr:9.251e-05 clip_eps:0.1 entropy:1.137 +2026-01-08 14:17:57 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:979.40 total_reward_ma:1001.12 loss:-0.007531 fps:1671 +frame:6.31e+06 wall_t:3777 t:394375 epi:nan +opt_step:98592 lr:9.225e-05 clip_eps:0.1 entropy:1.108 +2026-01-08 14:18:02 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:977.00 total_reward_ma:1000.68 loss:-0.009477 fps:1671 +frame:6.32e+06 wall_t:3783 t:395000 epi:nan +opt_step:98720 lr:9.205e-05 clip_eps:0.1 entropy:1.172 +2026-01-08 14:18:08 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:971.20 total_reward_ma:1000.13 loss:-0.007334 fps:1671 +frame:6.33e+06 wall_t:3789 t:395625 epi:nan +opt_step:98880 lr:9.179e-05 clip_eps:0.1 entropy:1.178 +2026-01-08 14:18:14 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:967.90 total_reward_ma:999.54 loss:-0.003403 fps:1671 +frame:6.34e+06 wall_t:3794 t:396250 epi:nan +opt_step:99040 lr:9.154e-05 clip_eps:0.1 entropy:1.159 +2026-01-08 14:18:19 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:966.40 total_reward_ma:999.00 loss:-0.005037 fps:1671 +frame:6.35e+06 wall_t:3800 t:396875 epi:nan +opt_step:99200 lr:9.128e-05 clip_eps:0.1 entropy:1.111 +2026-01-08 14:18:25 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:965.80 total_reward_ma:998.44 loss:-0.006838 fps:1671 +frame:6.36e+06 wall_t:3806 t:397500 epi:nan +opt_step:99360 lr:9.102e-05 clip_eps:0.1 entropy:1.013 +2026-01-08 14:18:31 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:964.80 total_reward_ma:997.90 loss:-0.01172 fps:1671 +frame:6.37e+06 wall_t:3811 t:398125 epi:nan +opt_step:99520 lr:9.077e-05 clip_eps:0.1 entropy:0.9686 +2026-01-08 14:18:37 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:961.90 total_reward_ma:997.36 loss:-0.009962 fps:1671 +frame:6.38e+06 wall_t:3818 t:398750 epi:nan +opt_step:99680 lr:9.051e-05 clip_eps:0.1 entropy:1.124 +2026-01-08 14:18:42 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:964.30 total_reward_ma:996.83 loss:-0.004755 fps:1671 +frame:6.39e+06 wall_t:3823 t:399375 epi:nan +opt_step:99840 lr:9.026e-05 clip_eps:0.1 entropy:1.17 +2026-01-08 14:18:48 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:966.90 total_reward_ma:996.33 loss:-0.009354 fps:1671 +frame:6.40e+06 wall_t:3829 t:400000 epi:nan +opt_step:100000 lr:9e-05 clip_eps:0.1 entropy:0.9782 +2026-01-08 14:18:54 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:969.20 total_reward_ma:995.82 loss:-0.01024 fps:1672 +frame:6.41e+06 wall_t:3834 t:400625 epi:nan +opt_step:100128 lr:8.98e-05 clip_eps:0.1 entropy:1.094 +2026-01-08 14:18:59 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:969.20 total_reward_ma:995.29 loss:-0.01241 fps:1672 +frame:6.42e+06 wall_t:3840 t:401250 epi:nan +opt_step:100288 lr:8.954e-05 clip_eps:0.1 entropy:1.102 +2026-01-08 14:19:05 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:968.00 total_reward_ma:994.73 loss:-0.006584 fps:1672 +frame:6.43e+06 wall_t:3846 t:401875 epi:nan +opt_step:100448 lr:8.928e-05 clip_eps:0.1 entropy:1.018 +2026-01-08 14:19:11 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:972.80 total_reward_ma:994.23 loss:-0.0126 fps:1672 +frame:6.44e+06 wall_t:3851 t:402500 epi:nan +opt_step:100608 lr:8.903e-05 clip_eps:0.1 entropy:1.037 +2026-01-08 14:19:17 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:972.20 total_reward_ma:993.72 loss:-0.01348 fps:1672 +frame:6.45e+06 wall_t:3857 t:403125 epi:nan +opt_step:100768 lr:8.877e-05 clip_eps:0.1 entropy:1.121 +2026-01-08 14:19:22 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:980.40 total_reward_ma:993.37 loss:-0.01232 fps:1672 +frame:6.46e+06 wall_t:3863 t:403750 epi:nan +opt_step:100928 lr:8.852e-05 clip_eps:0.1 entropy:1.088 +2026-01-08 14:19:28 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:978.20 total_reward_ma:992.98 loss:-0.01298 fps:1672 +frame:6.47e+06 wall_t:3869 t:404375 epi:nan +opt_step:101088 lr:8.826e-05 clip_eps:0.1 entropy:1.056 +2026-01-08 14:19:34 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:980.60 total_reward_ma:992.61 loss:-0.005075 fps:1673 +frame:6.48e+06 wall_t:3874 t:405000 epi:nan +opt_step:101248 lr:8.8e-05 clip_eps:0.1 entropy:1.068 +2026-01-08 14:19:39 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:976.40 total_reward_ma:992.18 loss:-0.009838 fps:1673 +frame:6.49e+06 wall_t:3880 t:405625 epi:nan +opt_step:101376 lr:8.78e-05 clip_eps:0.1 entropy:1.04 +2026-01-08 14:19:45 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:978.90 total_reward_ma:991.76 loss:-0.01178 fps:1673 +frame:6.50e+06 wall_t:3885 t:406250 epi:nan +opt_step:101536 lr:8.754e-05 clip_eps:0.1 entropy:1.068 +2026-01-08 14:19:50 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:984.60 total_reward_ma:991.37 loss:-0.01024 fps:1673 +frame:6.51e+06 wall_t:3891 t:406875 epi:nan +opt_step:101696 lr:8.729e-05 clip_eps:0.1 entropy:1.17 +2026-01-08 14:19:56 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:987.30 total_reward_ma:991.02 loss:-0.007838 fps:1673 +frame:6.52e+06 wall_t:3897 t:407500 epi:nan +opt_step:101856 lr:8.703e-05 clip_eps:0.1 entropy:1.104 +2026-01-08 14:20:02 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:987.20 total_reward_ma:990.64 loss:-0.008343 fps:1674 +frame:6.53e+06 wall_t:3902 t:408125 epi:nan +opt_step:102016 lr:8.677e-05 clip_eps:0.1 entropy:1.097 +2026-01-08 14:20:08 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:989.70 total_reward_ma:990.23 loss:-0.01325 fps:1673 +frame:6.54e+06 wall_t:3908 t:408750 epi:nan +opt_step:102176 lr:8.652e-05 clip_eps:0.1 entropy:1.149 +2026-01-08 14:20:14 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:993.60 total_reward_ma:989.84 loss:-0.01248 fps:1673 +frame:6.55e+06 wall_t:3914 t:409375 epi:nan +opt_step:102336 lr:8.626e-05 clip_eps:0.1 entropy:1.054 +2026-01-08 14:20:20 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:992.90 total_reward_ma:989.45 loss:-0.0124 fps:1673 +frame:6.56e+06 wall_t:3920 t:410000 epi:nan +opt_step:102496 lr:8.601e-05 clip_eps:0.1 entropy:1.058 +2026-01-08 14:20:26 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:994.20 total_reward_ma:989.06 loss:-0.007456 fps:1673 +frame:6.57e+06 wall_t:3926 t:410625 epi:nan +opt_step:102656 lr:8.575e-05 clip_eps:0.1 entropy:1.163 +2026-01-08 14:20:31 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:992.80 total_reward_ma:988.59 loss:-0.01356 fps:1674 +frame:6.58e+06 wall_t:3931 t:411250 epi:nan +opt_step:102784 lr:8.555e-05 clip_eps:0.1 entropy:1.004 +2026-01-08 14:20:36 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:994.40 total_reward_ma:988.17 loss:-0.01018 fps:1674 +frame:6.59e+06 wall_t:3937 t:411875 epi:nan +opt_step:102944 lr:8.529e-05 clip_eps:0.1 entropy:1.244 +2026-01-08 14:20:42 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:990.90 total_reward_ma:987.74 loss:-0.01075 fps:1674 +frame:6.60e+06 wall_t:3943 t:412500 epi:nan +opt_step:103104 lr:8.503e-05 clip_eps:0.1 entropy:1.089 +2026-01-08 14:20:48 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:988.80 total_reward_ma:987.34 loss:-0.009088 fps:1674 +frame:6.61e+06 wall_t:3948 t:413125 epi:nan +opt_step:103264 lr:8.478e-05 clip_eps:0.1 entropy:1.166 +2026-01-08 14:20:53 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:993.30 total_reward_ma:986.96 loss:-0.009899 fps:1674 +frame:6.62e+06 wall_t:3954 t:413750 epi:nan +opt_step:103424 lr:8.452e-05 clip_eps:0.1 entropy:1.184 +2026-01-08 14:20:59 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:990.70 total_reward_ma:986.61 loss:-0.0123 fps:1674 +frame:6.63e+06 wall_t:3960 t:414375 epi:nan +opt_step:103584 lr:8.427e-05 clip_eps:0.1 entropy:1.039 +2026-01-08 14:21:05 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:988.40 total_reward_ma:986.25 loss:-0.007193 fps:1674 +frame:6.64e+06 wall_t:3966 t:415000 epi:nan +opt_step:103744 lr:8.401e-05 clip_eps:0.1 entropy:1.155 +2026-01-08 14:21:11 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:987.90 total_reward_ma:985.85 loss:-0.003447 fps:1674 +frame:6.65e+06 wall_t:3972 t:415625 epi:nan +opt_step:103904 lr:8.375e-05 clip_eps:0.1 entropy:1.214 +2026-01-08 14:21:16 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:989.10 total_reward_ma:985.50 loss:-0.01083 fps:1675 +frame:6.66e+06 wall_t:3977 t:416250 epi:nan +opt_step:104032 lr:8.355e-05 clip_eps:0.1 entropy:0.994 +2026-01-08 14:21:22 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:987.70 total_reward_ma:985.14 loss:-0.005483 fps:1675 +frame:6.67e+06 wall_t:3983 t:416875 epi:nan +opt_step:104192 lr:8.329e-05 clip_eps:0.1 entropy:1.228 +2026-01-08 14:21:28 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:992.40 total_reward_ma:984.79 loss:-0.0089 fps:1675 +frame:6.68e+06 wall_t:3989 t:417500 epi:nan +opt_step:104352 lr:8.304e-05 clip_eps:0.1 entropy:1.11 +2026-01-08 14:21:34 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:993.60 total_reward_ma:984.48 loss:-0.0138 fps:1675 +frame:6.69e+06 wall_t:3994 t:418125 epi:nan +opt_step:104512 lr:8.278e-05 clip_eps:0.1 entropy:1.054 +2026-01-08 14:21:40 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:993.60 total_reward_ma:984.19 loss:-0.00965 fps:1675 +frame:6.70e+06 wall_t:4000 t:418750 epi:nan +opt_step:104672 lr:8.252e-05 clip_eps:0.1 entropy:1.141 +2026-01-08 14:21:45 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:995.70 total_reward_ma:983.95 loss:-0.008226 fps:1675 +frame:6.71e+06 wall_t:4006 t:419375 epi:nan +opt_step:104832 lr:8.227e-05 clip_eps:0.1 entropy:1.056 +2026-01-08 14:21:51 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:997.40 total_reward_ma:983.75 loss:-0.004933 fps:1675 +frame:6.72e+06 wall_t:4012 t:420000 epi:nan +opt_step:104992 lr:8.201e-05 clip_eps:0.1 entropy:1.099 +2026-01-08 14:21:57 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:998.80 total_reward_ma:983.62 loss:-0.01111 fps:1675 +frame:6.73e+06 wall_t:4017 t:420625 epi:nan +opt_step:105152 lr:8.176e-05 clip_eps:0.1 entropy:1.265 +2026-01-08 14:22:03 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:995.40 total_reward_ma:983.47 loss:0.001793 fps:1675 +frame:6.74e+06 wall_t:4023 t:421250 epi:nan +opt_step:105312 lr:8.15e-05 clip_eps:0.1 entropy:1.16 +2026-01-08 14:22:08 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:997.00 total_reward_ma:983.38 loss:-0.003777 fps:1676 +frame:6.75e+06 wall_t:4028 t:421875 epi:nan +opt_step:105440 lr:8.13e-05 clip_eps:0.1 entropy:1.101 +2026-01-08 14:22:14 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1000.20 total_reward_ma:983.35 loss:-0.007373 fps:1676 +frame:6.76e+06 wall_t:4034 t:422500 epi:nan +opt_step:105600 lr:8.104e-05 clip_eps:0.1 entropy:1.063 +2026-01-08 14:22:19 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1004.50 total_reward_ma:983.39 loss:-0.00779 fps:1676 +frame:6.77e+06 wall_t:4040 t:423125 epi:nan +opt_step:105760 lr:8.078e-05 clip_eps:0.1 entropy:1.18 +2026-01-08 14:22:25 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1007.10 total_reward_ma:983.47 loss:-0.00957 fps:1676 +frame:6.78e+06 wall_t:4045 t:423750 epi:nan +opt_step:105920 lr:8.053e-05 clip_eps:0.1 entropy:1.096 +2026-01-08 14:22:30 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1008.20 total_reward_ma:983.57 loss:-0.003138 fps:1676 +frame:6.79e+06 wall_t:4051 t:424375 epi:nan +opt_step:106080 lr:8.027e-05 clip_eps:0.1 entropy:1.128 +2026-01-08 14:22:36 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1012.00 total_reward_ma:983.70 loss:-0.005999 fps:1676 +frame:6.80e+06 wall_t:4057 t:425000 epi:nan +opt_step:106240 lr:8.002e-05 clip_eps:0.1 entropy:1.188 +2026-01-08 14:22:42 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1012.90 total_reward_ma:983.88 loss:0.004295 fps:1677 +frame:6.81e+06 wall_t:4062 t:425625 epi:nan +opt_step:106400 lr:7.976e-05 clip_eps:0.1 entropy:1.175 +2026-01-08 14:22:48 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1015.30 total_reward_ma:984.10 loss:-0.00912 fps:1676 +frame:6.82e+06 wall_t:4068 t:426250 epi:nan +opt_step:106560 lr:7.95e-05 clip_eps:0.1 entropy:1.054 +2026-01-08 14:22:53 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1017.90 total_reward_ma:984.34 loss:-0.009044 fps:1677 +frame:6.83e+06 wall_t:4073 t:426875 epi:nan +opt_step:106688 lr:7.93e-05 clip_eps:0.1 entropy:1.164 +2026-01-08 14:22:59 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1021.40 total_reward_ma:984.62 loss:-0.008935 fps:1677 +frame:6.84e+06 wall_t:4079 t:427500 epi:nan +opt_step:106848 lr:7.904e-05 clip_eps:0.1 entropy:1.048 +2026-01-08 14:23:05 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1024.40 total_reward_ma:984.96 loss:-0.004784 fps:1677 +frame:6.85e+06 wall_t:4085 t:428125 epi:nan +opt_step:107008 lr:7.879e-05 clip_eps:0.1 entropy:1.145 +2026-01-08 14:23:10 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1027.10 total_reward_ma:985.39 loss:-0.01371 fps:1677 +frame:6.86e+06 wall_t:4091 t:428750 epi:nan +opt_step:107168 lr:7.853e-05 clip_eps:0.1 entropy:1.113 +2026-01-08 14:23:16 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1030.10 total_reward_ma:985.88 loss:-0.0086 fps:1677 +frame:6.87e+06 wall_t:4097 t:429375 epi:nan +opt_step:107328 lr:7.828e-05 clip_eps:0.1 entropy:1.145 +2026-01-08 14:23:22 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1035.20 total_reward_ma:986.41 loss:-0.007135 fps:1677 +frame:6.88e+06 wall_t:4102 t:430000 epi:nan +opt_step:107488 lr:7.802e-05 clip_eps:0.1 entropy:1.114 +2026-01-08 14:23:27 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1034.40 total_reward_ma:986.95 loss:-0.01311 fps:1677 +frame:6.89e+06 wall_t:4108 t:430625 epi:nan +opt_step:107648 lr:7.776e-05 clip_eps:0.1 entropy:1.138 +2026-01-08 14:23:33 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1036.70 total_reward_ma:987.58 loss:-0.009461 fps:1677 +frame:6.90e+06 wall_t:4114 t:431250 epi:nan +opt_step:107808 lr:7.751e-05 clip_eps:0.1 entropy:1.176 +2026-01-08 14:23:39 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1041.00 total_reward_ma:988.26 loss:-0.009007 fps:1678 +frame:6.91e+06 wall_t:4119 t:431875 epi:nan +opt_step:107968 lr:7.725e-05 clip_eps:0.1 entropy:1.019 +2026-01-08 14:23:44 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1040.10 total_reward_ma:988.96 loss:-0.01221 fps:1678 +frame:6.92e+06 wall_t:4125 t:432500 epi:nan +opt_step:108096 lr:7.705e-05 clip_eps:0.1 entropy:1.112 +2026-01-08 14:23:50 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1043.00 total_reward_ma:989.67 loss:-0.008243 fps:1678 +frame:6.93e+06 wall_t:4131 t:433125 epi:nan +opt_step:108256 lr:7.679e-05 clip_eps:0.1 entropy:1.125 +2026-01-08 14:23:56 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1048.40 total_reward_ma:990.40 loss:-0.0131 fps:1678 +frame:6.94e+06 wall_t:4136 t:433750 epi:nan +opt_step:108416 lr:7.653e-05 clip_eps:0.1 entropy:1.036 +2026-01-08 14:24:01 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1050.20 total_reward_ma:991.17 loss:-0.009663 fps:1678 +frame:6.95e+06 wall_t:4142 t:434375 epi:nan +opt_step:108576 lr:7.628e-05 clip_eps:0.1 entropy:1.106 +2026-01-08 14:24:07 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1049.10 total_reward_ma:991.99 loss:-0.007716 fps:1678 +frame:6.96e+06 wall_t:4148 t:435000 epi:nan +opt_step:108736 lr:7.602e-05 clip_eps:0.1 entropy:1.11 +2026-01-08 14:24:13 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1043.90 total_reward_ma:992.76 loss:-0.009981 fps:1678 +frame:6.97e+06 wall_t:4154 t:435625 epi:nan +opt_step:108896 lr:7.577e-05 clip_eps:0.1 entropy:1.141 +2026-01-08 14:24:19 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1044.10 total_reward_ma:993.50 loss:-0.01436 fps:1678 +frame:6.98e+06 wall_t:4159 t:436250 epi:nan +opt_step:109056 lr:7.551e-05 clip_eps:0.1 entropy:1.039 +2026-01-08 14:24:25 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1044.50 total_reward_ma:994.20 loss:-0.008136 fps:1678 +frame:6.99e+06 wall_t:4165 t:436875 epi:nan +opt_step:109216 lr:7.525e-05 clip_eps:0.1 entropy:1.112 +2026-01-08 14:24:30 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1043.80 total_reward_ma:994.91 loss:-0.01364 fps:1678 +frame:7.00e+06 wall_t:4171 t:437500 epi:nan +opt_step:109344 lr:7.505e-05 clip_eps:0.1 entropy:1.159 +2026-01-08 14:24:36 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1045.40 total_reward_ma:995.66 loss:-0.01148 fps:1679 +frame:7.01e+06 wall_t:4176 t:438125 epi:nan +opt_step:109504 lr:7.479e-05 clip_eps:0.1 entropy:1.15 +2026-01-08 14:24:42 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1044.20 total_reward_ma:996.36 loss:-0.01105 fps:1679 +frame:7.02e+06 wall_t:4182 t:438750 epi:nan +opt_step:109664 lr:7.454e-05 clip_eps:0.1 entropy:1.122 +2026-01-08 14:24:47 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1046.40 total_reward_ma:997.07 loss:-0.007188 fps:1679 +frame:7.03e+06 wall_t:4188 t:439375 epi:nan +opt_step:109824 lr:7.428e-05 clip_eps:0.1 entropy:1.161 +2026-01-08 14:24:53 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1041.80 total_reward_ma:997.70 loss:-0.006126 fps:1679 +frame:7.04e+06 wall_t:4194 t:440000 epi:nan +opt_step:109984 lr:7.403e-05 clip_eps:0.1 entropy:1.04 +2026-01-08 14:24:59 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1042.90 total_reward_ma:998.32 loss:-0.01 fps:1679 +frame:7.05e+06 wall_t:4199 t:440625 epi:nan +opt_step:110144 lr:7.377e-05 clip_eps:0.1 entropy:1.216 +2026-01-08 14:25:04 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1038.80 total_reward_ma:998.88 loss:-0.0145 fps:1679 +frame:7.06e+06 wall_t:4205 t:441250 epi:nan +opt_step:110304 lr:7.351e-05 clip_eps:0.1 entropy:1.225 +2026-01-08 14:25:10 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1039.00 total_reward_ma:999.46 loss:-0.0075 fps:1679 +frame:7.07e+06 wall_t:4211 t:441875 epi:nan +opt_step:110464 lr:7.326e-05 clip_eps:0.1 entropy:1.098 +2026-01-08 14:25:16 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1037.60 total_reward_ma:1000.01 loss:-0.0127 fps:1679 +frame:7.08e+06 wall_t:4217 t:442500 epi:nan +opt_step:110624 lr:7.3e-05 clip_eps:0.1 entropy:1.052 +2026-01-08 14:25:21 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1036.40 total_reward_ma:1000.53 loss:-0.008296 fps:1679 +frame:7.09e+06 wall_t:4222 t:443125 epi:nan +opt_step:110752 lr:7.28e-05 clip_eps:0.1 entropy:1.169 +2026-01-08 14:25:27 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1037.40 total_reward_ma:1001.04 loss:-0.009842 fps:1679 +frame:7.10e+06 wall_t:4228 t:443750 epi:nan +opt_step:110912 lr:7.254e-05 clip_eps:0.1 entropy:1.039 +2026-01-08 14:25:33 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1036.90 total_reward_ma:1001.51 loss:-0.01334 fps:1679 +frame:7.11e+06 wall_t:4234 t:444375 epi:nan +opt_step:111072 lr:7.228e-05 clip_eps:0.1 entropy:1.041 +2026-01-08 14:25:39 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1034.10 total_reward_ma:1001.96 loss:-0.0121 fps:1679 +frame:7.12e+06 wall_t:4240 t:445000 epi:nan +opt_step:111232 lr:7.203e-05 clip_eps:0.1 entropy:1.154 +2026-01-08 14:25:45 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1028.60 total_reward_ma:1002.38 loss:-0.007745 fps:1680 +frame:7.13e+06 wall_t:4245 t:445625 epi:nan +opt_step:111392 lr:7.177e-05 clip_eps:0.1 entropy:1.136 +2026-01-08 14:25:51 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1026.20 total_reward_ma:1002.71 loss:-0.006533 fps:1680 +frame:7.14e+06 wall_t:4251 t:446250 epi:nan +opt_step:111552 lr:7.152e-05 clip_eps:0.1 entropy:1.194 +2026-01-08 14:25:57 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1027.00 total_reward_ma:1003.04 loss:-0.01053 fps:1680 +frame:7.15e+06 wall_t:4257 t:446875 epi:nan +opt_step:111712 lr:7.126e-05 clip_eps:0.1 entropy:1.278 +2026-01-08 14:26:02 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1027.70 total_reward_ma:1003.37 loss:-0.007199 fps:1680 +frame:7.16e+06 wall_t:4263 t:447500 epi:nan +opt_step:111872 lr:7.1e-05 clip_eps:0.1 entropy:1.244 +2026-01-08 14:26:08 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1025.60 total_reward_ma:1003.69 loss:-0.005332 fps:1680 +frame:7.17e+06 wall_t:4268 t:448125 epi:nan +opt_step:112000 lr:7.08e-05 clip_eps:0.1 entropy:1.133 +2026-01-08 14:26:14 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1022.50 total_reward_ma:1004.05 loss:-0.007683 fps:1680 +frame:7.18e+06 wall_t:4274 t:448750 epi:nan +opt_step:112160 lr:7.054e-05 clip_eps:0.1 entropy:1.222 +2026-01-08 14:26:19 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1023.70 total_reward_ma:1004.40 loss:-0.008383 fps:1680 +frame:7.19e+06 wall_t:4280 t:449375 epi:nan +opt_step:112320 lr:7.029e-05 clip_eps:0.1 entropy:1.137 +2026-01-08 14:26:25 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1022.50 total_reward_ma:1004.70 loss:-0.007361 fps:1680 +frame:7.20e+06 wall_t:4285 t:450000 epi:nan +opt_step:112480 lr:7.003e-05 clip_eps:0.1 entropy:1.094 +2026-01-08 14:26:31 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1021.40 total_reward_ma:1005.03 loss:-0.01133 fps:1680 +frame:7.21e+06 wall_t:4291 t:450625 epi:nan +opt_step:112640 lr:6.978e-05 clip_eps:0.1 entropy:1.214 +2026-01-08 14:26:36 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1021.60 total_reward_ma:1005.38 loss:-0.004462 fps:1680 +frame:7.22e+06 wall_t:4297 t:451250 epi:nan +opt_step:112800 lr:6.952e-05 clip_eps:0.1 entropy:1.17 +2026-01-08 14:26:42 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1020.60 total_reward_ma:1005.75 loss:-0.008257 fps:1680 +frame:7.23e+06 wall_t:4303 t:451875 epi:nan +opt_step:112960 lr:6.926e-05 clip_eps:0.1 entropy:1.108 +2026-01-08 14:26:48 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1021.40 total_reward_ma:1006.10 loss:-0.01017 fps:1680 +frame:7.24e+06 wall_t:4309 t:452500 epi:nan +opt_step:113120 lr:6.901e-05 clip_eps:0.1 entropy:1.214 +2026-01-08 14:26:54 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1022.20 total_reward_ma:1006.47 loss:-0.006266 fps:1681 +frame:7.25e+06 wall_t:4314 t:453125 epi:nan +opt_step:113280 lr:6.875e-05 clip_eps:0.1 entropy:1.094 +2026-01-08 14:26:59 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1017.40 total_reward_ma:1006.83 loss:-0.009424 fps:1681 +frame:7.26e+06 wall_t:4320 t:453750 epi:nan +opt_step:113408 lr:6.855e-05 clip_eps:0.1 entropy:1.152 +2026-01-08 14:27:05 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1012.60 total_reward_ma:1007.17 loss:-0.009427 fps:1681 +frame:7.27e+06 wall_t:4326 t:454375 epi:nan +opt_step:113568 lr:6.829e-05 clip_eps:0.1 entropy:1.037 +2026-01-08 14:27:11 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1013.10 total_reward_ma:1007.56 loss:-0.006568 fps:1681 +frame:7.28e+06 wall_t:4332 t:455000 epi:nan +opt_step:113728 lr:6.804e-05 clip_eps:0.1 entropy:1.208 +2026-01-08 14:27:17 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1010.30 total_reward_ma:1007.87 loss:-0.009464 fps:1681 +frame:7.29e+06 wall_t:4337 t:455625 epi:nan +opt_step:113888 lr:6.778e-05 clip_eps:0.1 entropy:1.036 +2026-01-08 14:27:23 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1008.10 total_reward_ma:1008.18 loss:-0.008182 fps:1681 +frame:7.30e+06 wall_t:4343 t:456250 epi:nan +opt_step:114048 lr:6.752e-05 clip_eps:0.1 entropy:1.181 +2026-01-08 14:27:28 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1009.70 total_reward_ma:1008.48 loss:-0.01076 fps:1681 +frame:7.31e+06 wall_t:4349 t:456875 epi:nan +opt_step:114208 lr:6.727e-05 clip_eps:0.1 entropy:1.072 +2026-01-08 14:27:34 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1015.40 total_reward_ma:1008.86 loss:-0.003921 fps:1681 +frame:7.32e+06 wall_t:4355 t:457500 epi:nan +opt_step:114368 lr:6.701e-05 clip_eps:0.1 entropy:1.212 +2026-01-08 14:27:40 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1015.60 total_reward_ma:1009.31 loss:-0.007435 fps:1681 +frame:7.33e+06 wall_t:4360 t:458125 epi:nan +opt_step:114528 lr:6.676e-05 clip_eps:0.1 entropy:1.157 +2026-01-08 14:27:45 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1017.30 total_reward_ma:1009.80 loss:-0.01244 fps:1681 +frame:7.34e+06 wall_t:4366 t:458750 epi:nan +opt_step:114656 lr:6.655e-05 clip_eps:0.1 entropy:1.182 +2026-01-08 14:27:51 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1017.60 total_reward_ma:1010.31 loss:-0.009424 fps:1682 +frame:7.35e+06 wall_t:4371 t:459375 epi:nan +opt_step:114816 lr:6.629e-05 clip_eps:0.1 entropy:1.161 +2026-01-08 14:27:56 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1021.10 total_reward_ma:1010.87 loss:-0.01093 fps:1682 +frame:7.36e+06 wall_t:4377 t:460000 epi:nan +opt_step:114976 lr:6.604e-05 clip_eps:0.1 entropy:1.097 +2026-01-08 14:28:02 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1021.30 total_reward_ma:1011.43 loss:-0.004068 fps:1681 +frame:7.37e+06 wall_t:4383 t:460625 epi:nan +opt_step:115136 lr:6.578e-05 clip_eps:0.1 entropy:1.277 +2026-01-08 14:28:08 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1019.60 total_reward_ma:1012.01 loss:-0.01306 fps:1682 +frame:7.38e+06 wall_t:4388 t:461250 epi:nan +opt_step:115296 lr:6.553e-05 clip_eps:0.1 entropy:1.081 +2026-01-08 14:28:14 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1019.00 total_reward_ma:1012.56 loss:-0.01216 fps:1682 +frame:7.39e+06 wall_t:4394 t:461875 epi:nan +opt_step:115456 lr:6.527e-05 clip_eps:0.1 entropy:1.148 +2026-01-08 14:28:19 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1021.70 total_reward_ma:1013.10 loss:-0.01182 fps:1682 +frame:7.40e+06 wall_t:4400 t:462500 epi:nan +opt_step:115616 lr:6.501e-05 clip_eps:0.1 entropy:1.147 +2026-01-08 14:28:25 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1026.60 total_reward_ma:1013.68 loss:-0.01007 fps:1682 +frame:7.41e+06 wall_t:4406 t:463125 epi:nan +opt_step:115776 lr:6.476e-05 clip_eps:0.1 entropy:1.1 +2026-01-08 14:28:31 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1027.80 total_reward_ma:1014.27 loss:-0.01388 fps:1682 +frame:7.42e+06 wall_t:4412 t:463750 epi:nan +opt_step:115936 lr:6.45e-05 clip_eps:0.1 entropy:1.089 +2026-01-08 14:28:36 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1024.30 total_reward_ma:1014.83 loss:-0.007239 fps:1682 +frame:7.43e+06 wall_t:4417 t:464375 epi:nan +opt_step:116064 lr:6.43e-05 clip_eps:0.1 entropy:1.159 +2026-01-08 14:28:42 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1021.10 total_reward_ma:1015.31 loss:-0.005724 fps:1682 +frame:7.44e+06 wall_t:4423 t:465000 epi:nan +opt_step:116224 lr:6.404e-05 clip_eps:0.1 entropy:1.248 +2026-01-08 14:28:49 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1022.30 total_reward_ma:1015.81 loss:-0.007747 fps:1682 +frame:7.45e+06 wall_t:4429 t:465625 epi:nan +opt_step:116384 lr:6.379e-05 clip_eps:0.1 entropy:1.041 +2026-01-08 14:28:55 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1026.20 total_reward_ma:1016.27 loss:-0.01179 fps:1682 +frame:7.46e+06 wall_t:4435 t:466250 epi:nan +opt_step:116544 lr:6.353e-05 clip_eps:0.1 entropy:1.11 +2026-01-08 14:29:01 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1028.40 total_reward_ma:1016.77 loss:-0.003892 fps:1682 +frame:7.47e+06 wall_t:4442 t:466875 epi:nan +opt_step:116704 lr:6.327e-05 clip_eps:0.1 entropy:1.332 +2026-01-08 14:29:07 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1031.40 total_reward_ma:1017.28 loss:-0.00721 fps:1682 +frame:7.48e+06 wall_t:4448 t:467500 epi:nan +opt_step:116864 lr:6.302e-05 clip_eps:0.1 entropy:1.043 +2026-01-08 14:29:13 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1032.70 total_reward_ma:1017.84 loss:-0.01195 fps:1682 +frame:7.49e+06 wall_t:4453 t:468125 epi:nan +opt_step:117024 lr:6.276e-05 clip_eps:0.1 entropy:0.9887 +2026-01-08 14:29:19 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1031.50 total_reward_ma:1018.37 loss:0.001731 fps:1682 +frame:7.50e+06 wall_t:4459 t:468750 epi:nan +opt_step:117184 lr:6.251e-05 clip_eps:0.1 entropy:1.143 +2026-01-08 14:29:24 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1032.90 total_reward_ma:1018.85 loss:-0.007492 fps:1682 +frame:7.51e+06 wall_t:4464 t:469375 epi:nan +opt_step:117312 lr:6.23e-05 clip_eps:0.1 entropy:1.043 +2026-01-08 14:29:30 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1032.60 total_reward_ma:1019.30 loss:-0.01412 fps:1682 +frame:7.52e+06 wall_t:4470 t:470000 epi:nan +opt_step:117472 lr:6.204e-05 clip_eps:0.1 entropy:1.175 +2026-01-08 14:29:35 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1031.60 total_reward_ma:1019.75 loss:-0.003237 fps:1682 +frame:7.53e+06 wall_t:4476 t:470625 epi:nan +opt_step:117632 lr:6.179e-05 clip_eps:0.1 entropy:1.234 +2026-01-08 14:29:42 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1029.10 total_reward_ma:1020.14 loss:-0.004156 fps:1682 +frame:7.54e+06 wall_t:4482 t:471250 epi:nan +opt_step:117792 lr:6.153e-05 clip_eps:0.1 entropy:1.077 +2026-01-08 14:29:48 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1028.70 total_reward_ma:1020.49 loss:-0.01129 fps:1682 +frame:7.55e+06 wall_t:4488 t:471875 epi:nan +opt_step:117952 lr:6.128e-05 clip_eps:0.1 entropy:1.056 +2026-01-08 14:29:54 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1029.10 total_reward_ma:1020.86 loss:-0.003195 fps:1682 +frame:7.56e+06 wall_t:4494 t:472500 epi:nan +opt_step:118112 lr:6.102e-05 clip_eps:0.1 entropy:1.064 +2026-01-08 14:30:00 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1031.10 total_reward_ma:1021.23 loss:-0.002757 fps:1682 +frame:7.57e+06 wall_t:4500 t:473125 epi:nan +opt_step:118272 lr:6.076e-05 clip_eps:0.1 entropy:1.118 +2026-01-08 14:30:05 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1031.40 total_reward_ma:1021.61 loss:-0.01335 fps:1682 +frame:7.58e+06 wall_t:4506 t:473750 epi:nan +opt_step:118432 lr:6.051e-05 clip_eps:0.1 entropy:1.107 +2026-01-08 14:30:11 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1029.40 total_reward_ma:1021.96 loss:-0.003515 fps:1682 +frame:7.59e+06 wall_t:4512 t:474375 epi:nan +opt_step:118592 lr:6.025e-05 clip_eps:0.1 entropy:1.211 +2026-01-08 14:30:16 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1027.40 total_reward_ma:1022.33 loss:-0.01095 fps:1683 +frame:7.60e+06 wall_t:4517 t:475000 epi:nan +opt_step:118720 lr:6.005e-05 clip_eps:0.1 entropy:1.13 +2026-01-08 14:30:22 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1026.70 total_reward_ma:1022.70 loss:-0.009655 fps:1683 +frame:7.61e+06 wall_t:4523 t:475625 epi:nan +opt_step:118880 lr:5.979e-05 clip_eps:0.1 entropy:1.113 +2026-01-08 14:30:27 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1029.90 total_reward_ma:1023.07 loss:-0.008431 fps:1683 +frame:7.62e+06 wall_t:4528 t:476250 epi:nan +opt_step:119040 lr:5.954e-05 clip_eps:0.1 entropy:1.085 +2026-01-08 14:30:33 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1036.20 total_reward_ma:1023.53 loss:-0.008427 fps:1683 +frame:7.63e+06 wall_t:4534 t:476875 epi:nan +opt_step:119200 lr:5.928e-05 clip_eps:0.1 entropy:1.063 +2026-01-08 14:30:39 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1041.70 total_reward_ma:1024.06 loss:-0.005746 fps:1683 +frame:7.64e+06 wall_t:4539 t:477500 epi:nan +opt_step:119360 lr:5.902e-05 clip_eps:0.1 entropy:1.159 +2026-01-08 14:30:43 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1042.20 total_reward_ma:1024.60 loss:-0.009857 fps:1684 +frame:7.65e+06 wall_t:4544 t:478125 epi:nan +opt_step:119520 lr:5.877e-05 clip_eps:0.1 entropy:1.098 +2026-01-08 14:30:49 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1042.40 total_reward_ma:1025.14 loss:-0.003635 fps:1684 +frame:7.66e+06 wall_t:4549 t:478750 epi:nan +opt_step:119680 lr:5.851e-05 clip_eps:0.1 entropy:1.146 +2026-01-08 14:30:54 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1040.20 total_reward_ma:1025.66 loss:-0.01185 fps:1684 +frame:7.67e+06 wall_t:4555 t:479375 epi:nan +opt_step:119840 lr:5.826e-05 clip_eps:0.1 entropy:1.043 +2026-01-08 14:31:00 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1037.60 total_reward_ma:1026.11 loss:-0.007063 fps:1684 +frame:7.68e+06 wall_t:4560 t:480000 epi:nan +opt_step:120000 lr:5.8e-05 clip_eps:0.1 entropy:1.147 +2026-01-08 14:31:04 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1040.90 total_reward_ma:1026.58 loss:-0.005455 fps:1685 +frame:7.69e+06 wall_t:4565 t:480625 epi:nan +opt_step:120128 lr:5.78e-05 clip_eps:0.1 entropy:1.226 +2026-01-08 14:31:10 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1045.40 total_reward_ma:1027.10 loss:-0.004756 fps:1685 +frame:7.70e+06 wall_t:4570 t:481250 epi:nan +opt_step:120288 lr:5.754e-05 clip_eps:0.1 entropy:1.062 +2026-01-08 14:31:15 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1044.70 total_reward_ma:1027.59 loss:-0.01244 fps:1685 +frame:7.71e+06 wall_t:4576 t:481875 epi:nan +opt_step:120448 lr:5.728e-05 clip_eps:0.1 entropy:1.08 +2026-01-08 14:31:21 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1044.50 total_reward_ma:1028.06 loss:-0.002188 fps:1685 +frame:7.72e+06 wall_t:4581 t:482500 epi:nan +opt_step:120608 lr:5.703e-05 clip_eps:0.1 entropy:1.302 +2026-01-08 14:31:26 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1046.20 total_reward_ma:1028.54 loss:-0.009099 fps:1686 +frame:7.73e+06 wall_t:4586 t:483125 epi:nan +opt_step:120768 lr:5.677e-05 clip_eps:0.1 entropy:0.9833 +2026-01-08 14:31:31 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1047.80 total_reward_ma:1029.06 loss:-0.007477 fps:1686 +frame:7.74e+06 wall_t:4591 t:483750 epi:nan +opt_step:120928 lr:5.652e-05 clip_eps:0.1 entropy:1.089 +2026-01-08 14:31:36 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1048.50 total_reward_ma:1029.58 loss:-0.002779 fps:1686 +frame:7.75e+06 wall_t:4596 t:484375 epi:nan +opt_step:121088 lr:5.626e-05 clip_eps:0.1 entropy:1.24 +2026-01-08 14:31:41 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1049.10 total_reward_ma:1030.07 loss:-0.007035 fps:1686 +frame:7.76e+06 wall_t:4602 t:485000 epi:nan +opt_step:121248 lr:5.6e-05 clip_eps:0.1 entropy:1.048 +2026-01-08 14:31:46 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1051.10 total_reward_ma:1030.53 loss:-0.01279 fps:1687 +frame:7.77e+06 wall_t:4606 t:485625 epi:nan +opt_step:121376 lr:5.58e-05 clip_eps:0.1 entropy:1.014 +2026-01-08 14:31:51 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1049.10 total_reward_ma:1030.95 loss:-0.00652 fps:1687 +frame:7.78e+06 wall_t:4611 t:486250 epi:nan +opt_step:121536 lr:5.554e-05 clip_eps:0.1 entropy:1.251 +2026-01-08 14:31:56 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1052.20 total_reward_ma:1031.39 loss:-0.006545 fps:1688 +frame:7.79e+06 wall_t:4616 t:486875 epi:nan +opt_step:121696 lr:5.529e-05 clip_eps:0.1 entropy:1.133 +2026-01-08 14:32:01 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1051.70 total_reward_ma:1031.79 loss:-0.01035 fps:1688 +frame:7.80e+06 wall_t:4622 t:487500 epi:nan +opt_step:121856 lr:5.503e-05 clip_eps:0.1 entropy:1.081 +2026-01-08 14:32:07 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1052.00 total_reward_ma:1032.18 loss:-0.01067 fps:1688 +frame:7.81e+06 wall_t:4627 t:488125 epi:nan +opt_step:122016 lr:5.477e-05 clip_eps:0.1 entropy:1.098 +2026-01-08 14:32:12 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1051.50 total_reward_ma:1032.54 loss:-0.005499 fps:1688 +frame:7.82e+06 wall_t:4633 t:488750 epi:nan +opt_step:122176 lr:5.452e-05 clip_eps:0.1 entropy:1.185 +2026-01-08 14:32:17 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1051.40 total_reward_ma:1032.88 loss:-0.006676 fps:1688 +frame:7.83e+06 wall_t:4638 t:489375 epi:nan +opt_step:122336 lr:5.426e-05 clip_eps:0.1 entropy:1.099 +2026-01-08 14:32:22 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1048.70 total_reward_ma:1033.15 loss:-0.009438 fps:1689 +frame:7.84e+06 wall_t:4643 t:490000 epi:nan +opt_step:122496 lr:5.401e-05 clip_eps:0.1 entropy:1.061 +2026-01-08 14:32:28 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1043.80 total_reward_ma:1033.34 loss:-0.00864 fps:1689 +frame:7.85e+06 wall_t:4648 t:490625 epi:nan +opt_step:122656 lr:5.375e-05 clip_eps:0.1 entropy:1.062 +2026-01-08 14:32:32 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1048.50 total_reward_ma:1033.56 loss:-0.002112 fps:1689 +frame:7.86e+06 wall_t:4653 t:491250 epi:nan +opt_step:122784 lr:5.355e-05 clip_eps:0.1 entropy:1.041 +2026-01-08 14:32:37 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1046.00 total_reward_ma:1033.72 loss:-0.004139 fps:1690 +frame:7.87e+06 wall_t:4658 t:491875 epi:nan +opt_step:122944 lr:5.329e-05 clip_eps:0.1 entropy:1.136 +2026-01-08 14:32:42 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1048.80 total_reward_ma:1033.85 loss:-0.005092 fps:1690 +frame:7.88e+06 wall_t:4663 t:492500 epi:nan +opt_step:123104 lr:5.303e-05 clip_eps:0.1 entropy:1.245 +2026-01-08 14:32:47 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1050.00 total_reward_ma:1034.01 loss:-0.009554 fps:1690 +frame:7.89e+06 wall_t:4668 t:493125 epi:nan +opt_step:123264 lr:5.278e-05 clip_eps:0.1 entropy:1.138 +2026-01-08 14:32:52 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1051.40 total_reward_ma:1034.16 loss:-0.008843 fps:1691 +frame:7.90e+06 wall_t:4673 t:493750 epi:nan +opt_step:123424 lr:5.252e-05 clip_eps:0.1 entropy:1.113 +2026-01-08 14:32:58 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1052.00 total_reward_ma:1034.27 loss:-0.0005657 fps:1691 +frame:7.91e+06 wall_t:4678 t:494375 epi:nan +opt_step:123584 lr:5.227e-05 clip_eps:0.1 entropy:1.165 +2026-01-08 14:33:03 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1059.20 total_reward_ma:1034.46 loss:-0.002436 fps:1691 +frame:7.92e+06 wall_t:4683 t:495000 epi:nan +opt_step:123744 lr:5.201e-05 clip_eps:0.1 entropy:1.012 +2026-01-08 14:33:08 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1057.80 total_reward_ma:1034.61 loss:-0.008911 fps:1692 +frame:7.93e+06 wall_t:4688 t:495625 epi:nan +opt_step:123904 lr:5.175e-05 clip_eps:0.1 entropy:1.038 +2026-01-08 14:33:13 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1055.10 total_reward_ma:1034.67 loss:-0.007751 fps:1692 +frame:7.94e+06 wall_t:4693 t:496250 epi:nan +opt_step:124032 lr:5.155e-05 clip_eps:0.1 entropy:1.075 +2026-01-08 14:33:18 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1052.70 total_reward_ma:1034.70 loss:-0.005154 fps:1692 +frame:7.95e+06 wall_t:4698 t:496875 epi:nan +opt_step:124192 lr:5.129e-05 clip_eps:0.1 entropy:1.193 +2026-01-08 14:33:23 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1049.70 total_reward_ma:1034.70 loss:-0.01375 fps:1693 +frame:7.96e+06 wall_t:4703 t:497500 epi:nan +opt_step:124352 lr:5.104e-05 clip_eps:0.1 entropy:1.151 +2026-01-08 14:33:28 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1050.80 total_reward_ma:1034.77 loss:-0.01277 fps:1693 +frame:7.97e+06 wall_t:4708 t:498125 epi:nan +opt_step:124512 lr:5.078e-05 clip_eps:0.1 entropy:1.197 +2026-01-08 14:33:33 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1047.20 total_reward_ma:1034.80 loss:-0.008496 fps:1693 +frame:7.98e+06 wall_t:4714 t:498750 epi:nan +opt_step:124672 lr:5.052e-05 clip_eps:0.1 entropy:1.106 +2026-01-08 14:33:38 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1049.70 total_reward_ma:1034.86 loss:-0.008165 fps:1693 +frame:7.99e+06 wall_t:4719 t:499375 epi:nan +opt_step:124832 lr:5.027e-05 clip_eps:0.1 entropy:1.169 +2026-01-08 14:33:43 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1042.90 total_reward_ma:1034.85 loss:-0.003285 fps:1693 +frame:8.00e+06 wall_t:4724 t:500000 epi:nan +opt_step:124992 lr:5.001e-05 clip_eps:0.1 entropy:1.078 +2026-01-08 14:33:48 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1043.40 total_reward_ma:1034.83 loss:-0.006376 fps:1694 +frame:8.01e+06 wall_t:4729 t:500625 epi:nan +opt_step:125152 lr:4.976e-05 clip_eps:0.1 entropy:1.11 +2026-01-08 14:33:53 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1044.80 total_reward_ma:1034.83 loss:-0.001247 fps:1694 +frame:8.02e+06 wall_t:4734 t:501250 epi:nan +opt_step:125312 lr:4.95e-05 clip_eps:0.1 entropy:1.295 +2026-01-08 14:33:58 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1046.60 total_reward_ma:1034.83 loss:-0.007344 fps:1695 +frame:8.03e+06 wall_t:4738 t:501875 epi:nan +opt_step:125440 lr:4.93e-05 clip_eps:0.1 entropy:1.123 +2026-01-08 14:34:03 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1049.80 total_reward_ma:1034.91 loss:-0.009882 fps:1695 +frame:8.04e+06 wall_t:4744 t:502500 epi:nan +opt_step:125600 lr:4.904e-05 clip_eps:0.1 entropy:1.007 +2026-01-08 14:34:08 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1050.90 total_reward_ma:1034.99 loss:-0.004462 fps:1695 +frame:8.05e+06 wall_t:4749 t:503125 epi:nan +opt_step:125760 lr:4.878e-05 clip_eps:0.1 entropy:1.089 +2026-01-08 14:34:13 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1051.70 total_reward_ma:1035.12 loss:-0.007816 fps:1695 +frame:8.06e+06 wall_t:4754 t:503750 epi:nan +opt_step:125920 lr:4.853e-05 clip_eps:0.1 entropy:1.193 +2026-01-08 14:34:18 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1051.10 total_reward_ma:1035.24 loss:-0.004886 fps:1696 +frame:8.07e+06 wall_t:4759 t:504375 epi:nan +opt_step:126080 lr:4.827e-05 clip_eps:0.1 entropy:1.33 +2026-01-08 14:34:24 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1046.80 total_reward_ma:1035.34 loss:-0.01123 fps:1696 +frame:8.08e+06 wall_t:4764 t:505000 epi:nan +opt_step:126240 lr:4.802e-05 clip_eps:0.1 entropy:1.035 +2026-01-08 14:34:29 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1044.40 total_reward_ma:1035.42 loss:-0.01018 fps:1696 +frame:8.09e+06 wall_t:4769 t:505625 epi:nan +opt_step:126400 lr:4.776e-05 clip_eps:0.1 entropy:1.114 +2026-01-08 14:34:34 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1040.80 total_reward_ma:1035.45 loss:-0.003832 fps:1696 +frame:8.10e+06 wall_t:4775 t:506250 epi:nan +opt_step:126560 lr:4.75e-05 clip_eps:0.1 entropy:1.191 +2026-01-08 14:34:39 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1043.00 total_reward_ma:1035.51 loss:-0.009818 fps:1697 +frame:8.11e+06 wall_t:4779 t:506875 epi:nan +opt_step:126688 lr:4.73e-05 clip_eps:0.1 entropy:1.138 +2026-01-08 14:34:44 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1042.40 total_reward_ma:1035.59 loss:-0.003694 fps:1697 +frame:8.12e+06 wall_t:4784 t:507500 epi:nan +opt_step:126848 lr:4.704e-05 clip_eps:0.1 entropy:1.216 +2026-01-08 14:34:49 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1045.10 total_reward_ma:1035.76 loss:-0.005652 fps:1698 +frame:8.13e+06 wall_t:4789 t:508125 epi:nan +opt_step:127008 lr:4.679e-05 clip_eps:0.1 entropy:1.215 +2026-01-08 14:34:54 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1051.40 total_reward_ma:1036.01 loss:-0.008824 fps:1698 +frame:8.14e+06 wall_t:4795 t:508750 epi:nan +opt_step:127168 lr:4.653e-05 clip_eps:0.1 entropy:1.17 +2026-01-08 14:34:59 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1047.90 total_reward_ma:1036.22 loss:-0.003135 fps:1698 +frame:8.15e+06 wall_t:4800 t:509375 epi:nan +opt_step:127328 lr:4.628e-05 clip_eps:0.1 entropy:1.206 +2026-01-08 14:35:05 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1051.00 total_reward_ma:1036.45 loss:-0.006973 fps:1698 +frame:8.16e+06 wall_t:4805 t:510000 epi:nan +opt_step:127488 lr:4.602e-05 clip_eps:0.1 entropy:1.109 +2026-01-08 14:35:10 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1051.10 total_reward_ma:1036.71 loss:-0.007453 fps:1699 +frame:8.17e+06 wall_t:4810 t:510625 epi:nan +opt_step:127648 lr:4.576e-05 clip_eps:0.1 entropy:1.166 +2026-01-08 14:35:15 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1054.70 total_reward_ma:1037.03 loss:-0.007835 fps:1699 +frame:8.18e+06 wall_t:4816 t:511250 epi:nan +opt_step:127808 lr:4.551e-05 clip_eps:0.1 entropy:1.255 +2026-01-08 14:35:20 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1050.20 total_reward_ma:1037.30 loss:-0.007267 fps:1699 +frame:8.19e+06 wall_t:4821 t:511875 epi:nan +opt_step:127968 lr:4.525e-05 clip_eps:0.1 entropy:1.183 +2026-01-08 14:35:25 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1053.90 total_reward_ma:1037.61 loss:-0.0119 fps:1699 +frame:8.20e+06 wall_t:4826 t:512500 epi:nan +opt_step:128096 lr:4.505e-05 clip_eps:0.1 entropy:1.13 +2026-01-08 14:35:31 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1053.60 total_reward_ma:1037.93 loss:-0.014 fps:1699 +frame:8.21e+06 wall_t:4831 t:513125 epi:nan +opt_step:128256 lr:4.479e-05 clip_eps:0.1 entropy:1.155 +2026-01-08 14:35:36 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1054.30 total_reward_ma:1038.26 loss:-0.01305 fps:1699 +frame:8.22e+06 wall_t:4837 t:513750 epi:nan +opt_step:128416 lr:4.453e-05 clip_eps:0.1 entropy:1.034 +2026-01-08 14:35:42 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1053.20 total_reward_ma:1038.58 loss:-0.005087 fps:1700 +frame:8.23e+06 wall_t:4842 t:514375 epi:nan +opt_step:128576 lr:4.428e-05 clip_eps:0.1 entropy:1.152 +2026-01-08 14:35:47 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1053.60 total_reward_ma:1038.91 loss:-0.0008129 fps:1700 +frame:8.24e+06 wall_t:4848 t:515000 epi:nan +opt_step:128736 lr:4.402e-05 clip_eps:0.1 entropy:1.123 +2026-01-08 14:35:52 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1054.30 total_reward_ma:1039.23 loss:-0.008688 fps:1700 +frame:8.25e+06 wall_t:4852 t:515625 epi:nan +opt_step:128896 lr:4.377e-05 clip_eps:0.1 entropy:1.075 +2026-01-08 14:35:57 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1056.30 total_reward_ma:1039.62 loss:-0.009664 fps:1700 +frame:8.26e+06 wall_t:4858 t:516250 epi:nan +opt_step:129056 lr:4.351e-05 clip_eps:0.1 entropy:1.104 +2026-01-08 14:36:02 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1060.60 total_reward_ma:1040.10 loss:5.69e-05 fps:1701 +frame:8.27e+06 wall_t:4862 t:516875 epi:nan +opt_step:129216 lr:4.325e-05 clip_eps:0.1 entropy:1.072 +2026-01-08 14:36:06 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1061.40 total_reward_ma:1040.58 loss:-0.007781 fps:1701 +frame:8.28e+06 wall_t:4867 t:517500 epi:nan +opt_step:129344 lr:4.305e-05 clip_eps:0.1 entropy:1.158 +2026-01-08 14:36:11 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1064.80 total_reward_ma:1041.12 loss:-0.004624 fps:1702 +frame:8.29e+06 wall_t:4872 t:518125 epi:nan +opt_step:129504 lr:4.279e-05 clip_eps:0.1 entropy:1.142 +2026-01-08 14:36:17 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1064.20 total_reward_ma:1041.69 loss:-0.01077 fps:1702 +frame:8.30e+06 wall_t:4877 t:518750 epi:nan +opt_step:129664 lr:4.254e-05 clip_eps:0.1 entropy:0.987 +2026-01-08 14:36:22 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1063.70 total_reward_ma:1042.23 loss:-0.008222 fps:1702 +frame:8.31e+06 wall_t:4882 t:519375 epi:nan +opt_step:129824 lr:4.228e-05 clip_eps:0.1 entropy:1.213 +2026-01-08 14:36:27 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1061.20 total_reward_ma:1042.68 loss:-0.004471 fps:1702 +frame:8.32e+06 wall_t:4887 t:520000 epi:nan +opt_step:129984 lr:4.203e-05 clip_eps:0.1 entropy:1.091 +2026-01-08 14:36:32 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1062.10 total_reward_ma:1043.15 loss:-0.007181 fps:1702 +frame:8.33e+06 wall_t:4893 t:520625 epi:nan +opt_step:130144 lr:4.177e-05 clip_eps:0.1 entropy:1.075 +2026-01-08 14:36:38 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1060.60 total_reward_ma:1043.58 loss:-0.01048 fps:1702 +frame:8.34e+06 wall_t:4899 t:521250 epi:nan +opt_step:130304 lr:4.151e-05 clip_eps:0.1 entropy:1.194 +2026-01-08 14:36:44 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1061.80 total_reward_ma:1044.02 loss:-0.004642 fps:1703 +frame:8.35e+06 wall_t:4904 t:521875 epi:nan +opt_step:130464 lr:4.126e-05 clip_eps:0.1 entropy:1.109 +2026-01-08 14:36:49 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1061.40 total_reward_ma:1044.43 loss:-0.003641 fps:1703 +frame:8.36e+06 wall_t:4910 t:522500 epi:nan +opt_step:130624 lr:4.1e-05 clip_eps:0.1 entropy:1.229 +2026-01-08 14:36:54 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1061.50 total_reward_ma:1044.83 loss:0.006401 fps:1703 +frame:8.37e+06 wall_t:4915 t:523125 epi:nan +opt_step:130752 lr:4.08e-05 clip_eps:0.1 entropy:1.142 +2026-01-08 14:36:59 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1063.40 total_reward_ma:1045.27 loss:-0.004294 fps:1703 +frame:8.38e+06 wall_t:4920 t:523750 epi:nan +opt_step:130912 lr:4.054e-05 clip_eps:0.1 entropy:1.076 +2026-01-08 14:37:05 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1063.90 total_reward_ma:1045.71 loss:-0.01085 fps:1703 +frame:8.39e+06 wall_t:4926 t:524375 epi:nan +opt_step:131072 lr:4.028e-05 clip_eps:0.1 entropy:1.049 +2026-01-08 14:37:10 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1062.40 total_reward_ma:1046.12 loss:-0.0007016 fps:1704 +frame:8.40e+06 wall_t:4931 t:525000 epi:nan +opt_step:131232 lr:4.003e-05 clip_eps:0.1 entropy:1.119 +2026-01-08 14:37:15 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1059.30 total_reward_ma:1046.45 loss:-0.008621 fps:1704 +frame:8.41e+06 wall_t:4936 t:525625 epi:nan +opt_step:131392 lr:3.977e-05 clip_eps:0.1 entropy:1.066 +2026-01-08 14:37:21 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1059.50 total_reward_ma:1046.77 loss:-0.003043 fps:1704 +frame:8.42e+06 wall_t:4941 t:526250 epi:nan +opt_step:131552 lr:3.952e-05 clip_eps:0.1 entropy:1.24 +2026-01-08 14:37:26 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1060.80 total_reward_ma:1047.13 loss:-0.00419 fps:1704 +frame:8.43e+06 wall_t:4947 t:526875 epi:nan +opt_step:131712 lr:3.926e-05 clip_eps:0.1 entropy:1.152 +2026-01-08 14:37:31 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1056.20 total_reward_ma:1047.48 loss:-0.006364 fps:1704 +frame:8.44e+06 wall_t:4952 t:527500 epi:nan +opt_step:131872 lr:3.9e-05 clip_eps:0.1 entropy:1.034 +2026-01-08 14:37:36 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1051.10 total_reward_ma:1047.77 loss:-0.009892 fps:1705 +frame:8.45e+06 wall_t:4957 t:528125 epi:nan +opt_step:132000 lr:3.88e-05 clip_eps:0.1 entropy:1.057 +2026-01-08 14:37:41 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1053.70 total_reward_ma:1048.05 loss:-0.005767 fps:1705 +frame:8.46e+06 wall_t:4962 t:528750 epi:nan +opt_step:132160 lr:3.854e-05 clip_eps:0.1 entropy:1.06 +2026-01-08 14:37:46 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1052.80 total_reward_ma:1048.29 loss:-0.007725 fps:1705 +frame:8.47e+06 wall_t:4967 t:529375 epi:nan +opt_step:132320 lr:3.829e-05 clip_eps:0.1 entropy:1.111 +2026-01-08 14:37:51 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1053.30 total_reward_ma:1048.51 loss:-0.01125 fps:1706 +frame:8.48e+06 wall_t:4972 t:530000 epi:nan +opt_step:132480 lr:3.803e-05 clip_eps:0.1 entropy:1.09 +2026-01-08 14:37:57 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1052.50 total_reward_ma:1048.71 loss:-0.011 fps:1706 +frame:8.49e+06 wall_t:4977 t:530625 epi:nan +opt_step:132640 lr:3.778e-05 clip_eps:0.1 entropy:1.133 +2026-01-08 14:38:02 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1051.40 total_reward_ma:1048.90 loss:-0.006677 fps:1706 +frame:8.50e+06 wall_t:4982 t:531250 epi:nan +opt_step:132800 lr:3.752e-05 clip_eps:0.1 entropy:1.125 +2026-01-08 14:38:07 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1053.10 total_reward_ma:1049.11 loss:-0.009392 fps:1706 +frame:8.51e+06 wall_t:4987 t:531875 epi:nan +opt_step:132960 lr:3.726e-05 clip_eps:0.1 entropy:1.107 +2026-01-08 14:38:11 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1053.90 total_reward_ma:1049.32 loss:-0.008187 fps:1707 +frame:8.52e+06 wall_t:4992 t:532500 epi:nan +opt_step:133120 lr:3.701e-05 clip_eps:0.1 entropy:1.116 +2026-01-08 14:38:16 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1051.00 total_reward_ma:1049.51 loss:-0.01013 fps:1707 +frame:8.53e+06 wall_t:4997 t:533125 epi:nan +opt_step:133280 lr:3.675e-05 clip_eps:0.1 entropy:1.134 +2026-01-08 14:38:21 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1054.30 total_reward_ma:1049.77 loss:-0.007965 fps:1708 +frame:8.54e+06 wall_t:5001 t:533750 epi:nan +opt_step:133408 lr:3.655e-05 clip_eps:0.1 entropy:1.161 +2026-01-08 14:38:26 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1052.30 total_reward_ma:1050.00 loss:-0.008691 fps:1708 +frame:8.55e+06 wall_t:5006 t:534375 epi:nan +opt_step:133568 lr:3.629e-05 clip_eps:0.1 entropy:1.288 +2026-01-08 14:38:30 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1052.90 total_reward_ma:1050.24 loss:-0.006285 fps:1708 +frame:8.56e+06 wall_t:5011 t:535000 epi:nan +opt_step:133728 lr:3.604e-05 clip_eps:0.1 entropy:1.215 +2026-01-08 14:38:35 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1045.90 total_reward_ma:1050.39 loss:-0.006739 fps:1709 +frame:8.57e+06 wall_t:5016 t:535625 epi:nan +opt_step:133888 lr:3.578e-05 clip_eps:0.1 entropy:1.079 +2026-01-08 14:38:40 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1045.90 total_reward_ma:1050.53 loss:-0.01111 fps:1709 +frame:8.58e+06 wall_t:5021 t:536250 epi:nan +opt_step:134048 lr:3.552e-05 clip_eps:0.1 entropy:1.053 +2026-01-08 14:38:45 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1051.40 total_reward_ma:1050.75 loss:0.0003736 fps:1709 +frame:8.59e+06 wall_t:5026 t:536875 epi:nan +opt_step:134208 lr:3.527e-05 clip_eps:0.1 entropy:1.122 +2026-01-08 14:38:51 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1049.60 total_reward_ma:1050.97 loss:-0.01045 fps:1709 +frame:8.60e+06 wall_t:5031 t:537500 epi:nan +opt_step:134368 lr:3.501e-05 clip_eps:0.1 entropy:0.9495 +2026-01-08 14:38:55 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1049.10 total_reward_ma:1051.20 loss:-0.006453 fps:1710 +frame:8.61e+06 wall_t:5036 t:538125 epi:nan +opt_step:134528 lr:3.476e-05 clip_eps:0.1 entropy:1.089 +2026-01-08 14:38:59 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1049.50 total_reward_ma:1051.40 loss:0.001265 fps:1710 +frame:8.62e+06 wall_t:5040 t:538750 epi:nan +opt_step:134656 lr:3.455e-05 clip_eps:0.1 entropy:1.121 +2026-01-08 14:39:04 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1048.20 total_reward_ma:1051.52 loss:-0.005832 fps:1711 +frame:8.63e+06 wall_t:5045 t:539375 epi:nan +opt_step:134816 lr:3.429e-05 clip_eps:0.1 entropy:1.047 +2026-01-08 14:39:09 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1051.40 total_reward_ma:1051.61 loss:-0.005719 fps:1711 +frame:8.64e+06 wall_t:5050 t:540000 epi:nan +opt_step:134976 lr:3.404e-05 clip_eps:0.1 entropy:1.018 +2026-01-08 14:39:14 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1054.30 total_reward_ma:1051.73 loss:0.002211 fps:1712 +frame:8.65e+06 wall_t:5054 t:540625 epi:nan +opt_step:135136 lr:3.378e-05 clip_eps:0.1 entropy:1.319 +2026-01-08 14:39:19 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1047.50 total_reward_ma:1051.78 loss:0.003084 fps:1712 +frame:8.66e+06 wall_t:5059 t:541250 epi:nan +opt_step:135296 lr:3.353e-05 clip_eps:0.1 entropy:1.083 +2026-01-08 14:39:24 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1048.50 total_reward_ma:1051.87 loss:-0.01039 fps:1712 +frame:8.67e+06 wall_t:5064 t:541875 epi:nan +opt_step:135456 lr:3.327e-05 clip_eps:0.1 entropy:1.077 +2026-01-08 14:39:29 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1046.00 total_reward_ma:1051.95 loss:0.0007451 fps:1712 +frame:8.68e+06 wall_t:5069 t:542500 epi:nan +opt_step:135616 lr:3.301e-05 clip_eps:0.1 entropy:1.222 +2026-01-08 14:39:34 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1042.70 total_reward_ma:1051.97 loss:0.002363 fps:1713 +frame:8.69e+06 wall_t:5074 t:543125 epi:nan +opt_step:135776 lr:3.276e-05 clip_eps:0.1 entropy:1.222 +2026-01-08 14:39:38 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1044.80 total_reward_ma:1051.96 loss:-0.00365 fps:1713 +frame:8.70e+06 wall_t:5079 t:543750 epi:nan +opt_step:135936 lr:3.25e-05 clip_eps:0.1 entropy:1.102 +2026-01-08 14:39:43 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1045.30 total_reward_ma:1051.97 loss:-0.009694 fps:1713 +frame:8.71e+06 wall_t:5084 t:544375 epi:nan +opt_step:136064 lr:3.23e-05 clip_eps:0.1 entropy:1.166 +2026-01-08 14:39:49 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1037.50 total_reward_ma:1051.90 loss:-0.006699 fps:1713 +frame:8.72e+06 wall_t:5089 t:545000 epi:nan +opt_step:136224 lr:3.204e-05 clip_eps:0.1 entropy:1.146 +2026-01-08 14:39:55 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1038.80 total_reward_ma:1051.82 loss:0.001555 fps:1713 +frame:8.73e+06 wall_t:5095 t:545625 epi:nan +opt_step:136384 lr:3.179e-05 clip_eps:0.1 entropy:1.133 +2026-01-08 14:40:00 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1038.80 total_reward_ma:1051.73 loss:-0.00857 fps:1713 +frame:8.74e+06 wall_t:5101 t:546250 epi:nan +opt_step:136544 lr:3.153e-05 clip_eps:0.1 entropy:1.273 +2026-01-08 14:40:06 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1034.40 total_reward_ma:1051.59 loss:-0.006886 fps:1713 +frame:8.75e+06 wall_t:5107 t:546875 epi:nan +opt_step:136704 lr:3.127e-05 clip_eps:0.1 entropy:1.155 +2026-01-08 14:40:12 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1032.40 total_reward_ma:1051.43 loss:-0.01134 fps:1714 +frame:8.76e+06 wall_t:5112 t:547500 epi:nan +opt_step:136864 lr:3.102e-05 clip_eps:0.1 entropy:1.006 +2026-01-08 14:40:18 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1032.40 total_reward_ma:1051.24 loss:-0.007108 fps:1714 +frame:8.77e+06 wall_t:5118 t:548125 epi:nan +opt_step:137024 lr:3.076e-05 clip_eps:0.1 entropy:1.095 +2026-01-08 14:40:23 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1032.50 total_reward_ma:1051.07 loss:-0.00894 fps:1714 +frame:8.78e+06 wall_t:5124 t:548750 epi:nan +opt_step:137184 lr:3.051e-05 clip_eps:0.1 entropy:1.097 +2026-01-08 14:40:29 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1032.90 total_reward_ma:1050.88 loss:-0.004575 fps:1714 +frame:8.79e+06 wall_t:5129 t:549375 epi:nan +opt_step:137312 lr:3.03e-05 clip_eps:0.1 entropy:1.096 +2026-01-08 14:40:34 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1035.20 total_reward_ma:1050.72 loss:-0.006849 fps:1714 +frame:8.80e+06 wall_t:5135 t:550000 epi:nan +opt_step:137472 lr:3.004e-05 clip_eps:0.1 entropy:1.079 +2026-01-08 14:40:40 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1036.00 total_reward_ma:1050.56 loss:-0.001743 fps:1714 +frame:8.81e+06 wall_t:5141 t:550625 epi:nan +opt_step:137632 lr:2.979e-05 clip_eps:0.1 entropy:1.184 +2026-01-08 14:40:46 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1037.20 total_reward_ma:1050.41 loss:-0.01119 fps:1714 +frame:8.82e+06 wall_t:5146 t:551250 epi:nan +opt_step:137792 lr:2.953e-05 clip_eps:0.1 entropy:1.069 +2026-01-08 14:40:52 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1037.70 total_reward_ma:1050.28 loss:-0.007085 fps:1714 +frame:8.83e+06 wall_t:5152 t:551875 epi:nan +opt_step:137952 lr:2.928e-05 clip_eps:0.1 entropy:1.172 +2026-01-08 14:40:57 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1037.70 total_reward_ma:1050.17 loss:0.004978 fps:1714 +frame:8.84e+06 wall_t:5158 t:552500 epi:nan +opt_step:138112 lr:2.902e-05 clip_eps:0.1 entropy:1.123 +2026-01-08 14:41:03 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1039.00 total_reward_ma:1050.12 loss:-0.01123 fps:1714 +frame:8.85e+06 wall_t:5164 t:553125 epi:nan +opt_step:138272 lr:2.876e-05 clip_eps:0.1 entropy:1.012 +2026-01-08 14:41:09 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1038.20 total_reward_ma:1050.02 loss:-0.008203 fps:1714 +frame:8.86e+06 wall_t:5169 t:553750 epi:nan +opt_step:138432 lr:2.851e-05 clip_eps:0.1 entropy:1.108 +2026-01-08 14:41:15 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1038.40 total_reward_ma:1049.94 loss:-0.002395 fps:1714 +frame:8.87e+06 wall_t:5175 t:554375 epi:nan +opt_step:138592 lr:2.825e-05 clip_eps:0.1 entropy:1.102 +2026-01-08 14:41:20 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1040.80 total_reward_ma:1049.86 loss:-0.008659 fps:1714 +frame:8.88e+06 wall_t:5180 t:555000 epi:nan +opt_step:138720 lr:2.805e-05 clip_eps:0.1 entropy:1.043 +2026-01-08 14:41:26 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1043.00 total_reward_ma:1049.79 loss:-0.007439 fps:1714 +frame:8.89e+06 wall_t:5186 t:555625 epi:nan +opt_step:138880 lr:2.779e-05 clip_eps:0.1 entropy:1.095 +2026-01-08 14:41:31 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1041.50 total_reward_ma:1049.69 loss:-0.008541 fps:1714 +frame:8.90e+06 wall_t:5192 t:556250 epi:nan +opt_step:139040 lr:2.754e-05 clip_eps:0.1 entropy:1.086 +2026-01-08 14:41:36 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1047.50 total_reward_ma:1049.65 loss:-0.005913 fps:1714 +frame:8.91e+06 wall_t:5197 t:556875 epi:nan +opt_step:139200 lr:2.728e-05 clip_eps:0.1 entropy:1.082 +2026-01-08 14:41:41 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1049.80 total_reward_ma:1049.55 loss:-0.006274 fps:1715 +frame:8.92e+06 wall_t:5202 t:557500 epi:nan +opt_step:139360 lr:2.702e-05 clip_eps:0.1 entropy:1.075 +2026-01-08 14:41:46 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1046.90 total_reward_ma:1049.44 loss:-0.003503 fps:1715 +frame:8.93e+06 wall_t:5207 t:558125 epi:nan +opt_step:139520 lr:2.677e-05 clip_eps:0.1 entropy:1.089 +2026-01-08 14:41:52 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1051.80 total_reward_ma:1049.41 loss:-0.003227 fps:1715 +frame:8.94e+06 wall_t:5212 t:558750 epi:nan +opt_step:139680 lr:2.651e-05 clip_eps:0.1 entropy:1.04 +2026-01-08 14:41:57 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1057.70 total_reward_ma:1049.46 loss:-0.006176 fps:1716 +frame:8.95e+06 wall_t:5217 t:559375 epi:nan +opt_step:139840 lr:2.626e-05 clip_eps:0.1 entropy:1.037 +2026-01-08 14:42:02 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1055.90 total_reward_ma:1049.52 loss:-0.005 fps:1716 +frame:8.96e+06 wall_t:5222 t:560000 epi:nan +opt_step:140000 lr:2.6e-05 clip_eps:0.1 entropy:1.174 +2026-01-08 14:42:07 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1057.80 total_reward_ma:1049.59 loss:-0.004865 fps:1716 +frame:8.97e+06 wall_t:5227 t:560625 epi:nan +opt_step:140128 lr:2.58e-05 clip_eps:0.1 entropy:1.129 +2026-01-08 14:42:12 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1059.30 total_reward_ma:1049.71 loss:-0.006286 fps:1716 +frame:8.98e+06 wall_t:5232 t:561250 epi:nan +opt_step:140288 lr:2.554e-05 clip_eps:0.1 entropy:1.046 +2026-01-08 14:42:17 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1057.20 total_reward_ma:1049.79 loss:-0.007957 fps:1717 +frame:8.99e+06 wall_t:5237 t:561875 epi:nan +opt_step:140448 lr:2.528e-05 clip_eps:0.1 entropy:1.101 +2026-01-08 14:42:22 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1056.80 total_reward_ma:1049.93 loss:-0.005985 fps:1717 +frame:9.00e+06 wall_t:5242 t:562500 epi:nan +opt_step:140608 lr:2.503e-05 clip_eps:0.1 entropy:1.052 +2026-01-08 14:42:27 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1058.30 total_reward_ma:1050.07 loss:-0.007679 fps:1717 +frame:9.01e+06 wall_t:5248 t:563125 epi:nan +opt_step:140768 lr:2.477e-05 clip_eps:0.1 entropy:1.061 +2026-01-08 14:42:32 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1059.70 total_reward_ma:1050.22 loss:-0.004202 fps:1717 +frame:9.02e+06 wall_t:5253 t:563750 epi:nan +opt_step:140928 lr:2.452e-05 clip_eps:0.1 entropy:1.031 +2026-01-08 14:42:38 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1060.60 total_reward_ma:1050.36 loss:-0.009746 fps:1717 +frame:9.03e+06 wall_t:5258 t:564375 epi:nan +opt_step:141088 lr:2.426e-05 clip_eps:0.1 entropy:1.119 +2026-01-08 14:42:43 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1063.60 total_reward_ma:1050.50 loss:-0.004647 fps:1718 +frame:9.04e+06 wall_t:5263 t:565000 epi:nan +opt_step:141248 lr:2.4e-05 clip_eps:0.1 entropy:1.107 +2026-01-08 14:42:47 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1064.80 total_reward_ma:1050.64 loss:-0.006982 fps:1718 +frame:9.05e+06 wall_t:5268 t:565625 epi:nan +opt_step:141376 lr:2.38e-05 clip_eps:0.1 entropy:1.034 +2026-01-08 14:42:52 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1066.50 total_reward_ma:1050.79 loss:-0.005277 fps:1718 +frame:9.06e+06 wall_t:5273 t:566250 epi:nan +opt_step:141536 lr:2.354e-05 clip_eps:0.1 entropy:1.138 +2026-01-08 14:42:58 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1066.90 total_reward_ma:1050.95 loss:-0.005437 fps:1718 +frame:9.07e+06 wall_t:5278 t:566875 epi:nan +opt_step:141696 lr:2.329e-05 clip_eps:0.1 entropy:1.183 +2026-01-08 14:43:02 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1065.40 total_reward_ma:1051.13 loss:-0.006895 fps:1719 +frame:9.08e+06 wall_t:5283 t:567500 epi:nan +opt_step:141856 lr:2.303e-05 clip_eps:0.1 entropy:1.013 +2026-01-08 14:43:07 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1062.40 total_reward_ma:1051.31 loss:-8.311e-05 fps:1719 +frame:9.09e+06 wall_t:5288 t:568125 epi:nan +opt_step:142016 lr:2.277e-05 clip_eps:0.1 entropy:1.218 +2026-01-08 14:43:13 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1062.20 total_reward_ma:1051.53 loss:-0.0008581 fps:1719 +frame:9.10e+06 wall_t:5293 t:568750 epi:nan +opt_step:142176 lr:2.252e-05 clip_eps:0.1 entropy:1.08 +2026-01-08 14:43:18 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1063.10 total_reward_ma:1051.73 loss:-0.005966 fps:1720 +frame:9.11e+06 wall_t:5298 t:569375 epi:nan +opt_step:142336 lr:2.226e-05 clip_eps:0.1 entropy:0.9917 +2026-01-08 14:43:23 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1061.90 total_reward_ma:1051.92 loss:-0.007384 fps:1720 +frame:9.12e+06 wall_t:5303 t:570000 epi:nan +opt_step:142496 lr:2.201e-05 clip_eps:0.1 entropy:1.044 +2026-01-08 14:43:28 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1062.70 total_reward_ma:1052.10 loss:-0.00254 fps:1720 +frame:9.13e+06 wall_t:5308 t:570625 epi:nan +opt_step:142656 lr:2.175e-05 clip_eps:0.1 entropy:1.084 +2026-01-08 14:43:33 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1063.60 total_reward_ma:1052.22 loss:-0.007859 fps:1720 +frame:9.14e+06 wall_t:5313 t:571250 epi:nan +opt_step:142784 lr:2.155e-05 clip_eps:0.1 entropy:1.002 +2026-01-08 14:43:38 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1064.70 total_reward_ma:1052.39 loss:0.001965 fps:1721 +frame:9.15e+06 wall_t:5318 t:571875 epi:nan +opt_step:142944 lr:2.129e-05 clip_eps:0.1 entropy:1.069 +2026-01-08 14:43:43 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1067.40 total_reward_ma:1052.55 loss:-0.003904 fps:1721 +frame:9.16e+06 wall_t:5323 t:572500 epi:nan +opt_step:143104 lr:2.103e-05 clip_eps:0.1 entropy:1.026 +2026-01-08 14:43:48 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1068.10 total_reward_ma:1052.72 loss:-0.00796 fps:1721 +frame:9.17e+06 wall_t:5328 t:573125 epi:nan +opt_step:143264 lr:2.078e-05 clip_eps:0.1 entropy:1.217 +2026-01-08 14:43:53 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1067.70 total_reward_ma:1052.85 loss:-0.006997 fps:1721 +frame:9.18e+06 wall_t:5334 t:573750 epi:nan +opt_step:143424 lr:2.052e-05 clip_eps:0.1 entropy:1.057 +2026-01-08 14:43:58 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1065.10 total_reward_ma:1053.00 loss:-0.008226 fps:1721 +frame:9.19e+06 wall_t:5339 t:574375 epi:nan +opt_step:143584 lr:2.027e-05 clip_eps:0.1 entropy:1.065 +2026-01-08 14:44:03 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1067.20 total_reward_ma:1053.14 loss:-0.009672 fps:1722 +frame:9.20e+06 wall_t:5344 t:575000 epi:nan +opt_step:143744 lr:2.001e-05 clip_eps:0.1 entropy:0.9988 +2026-01-08 14:44:08 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1067.50 total_reward_ma:1053.27 loss:-0.004128 fps:1722 +frame:9.21e+06 wall_t:5349 t:575625 epi:nan +opt_step:143904 lr:1.975e-05 clip_eps:0.1 entropy:1.138 +2026-01-08 14:44:13 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1066.40 total_reward_ma:1053.40 loss:-0.00533 fps:1722 +frame:9.22e+06 wall_t:5354 t:576250 epi:nan +opt_step:144032 lr:1.955e-05 clip_eps:0.1 entropy:1.111 +2026-01-08 14:44:18 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1064.80 total_reward_ma:1053.51 loss:-0.004557 fps:1722 +frame:9.23e+06 wall_t:5359 t:576875 epi:nan +opt_step:144192 lr:1.929e-05 clip_eps:0.1 entropy:1.136 +2026-01-08 14:44:23 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1059.90 total_reward_ma:1053.57 loss:-0.007461 fps:1723 +frame:9.24e+06 wall_t:5364 t:577500 epi:nan +opt_step:144352 lr:1.904e-05 clip_eps:0.1 entropy:1.041 +2026-01-08 14:44:28 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1059.70 total_reward_ma:1053.63 loss:-0.006992 fps:1723 +frame:9.25e+06 wall_t:5369 t:578125 epi:nan +opt_step:144512 lr:1.878e-05 clip_eps:0.1 entropy:1.08 +2026-01-08 14:44:33 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1057.60 total_reward_ma:1053.64 loss:0.0004174 fps:1723 +frame:9.26e+06 wall_t:5374 t:578750 epi:nan +opt_step:144672 lr:1.852e-05 clip_eps:0.1 entropy:1.128 +2026-01-08 14:44:38 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1058.20 total_reward_ma:1053.62 loss:-0.00419 fps:1723 +frame:9.27e+06 wall_t:5379 t:579375 epi:nan +opt_step:144832 lr:1.827e-05 clip_eps:0.1 entropy:1.068 +2026-01-08 14:44:43 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1058.10 total_reward_ma:1053.58 loss:-0.003854 fps:1724 +frame:9.28e+06 wall_t:5384 t:580000 epi:nan +opt_step:144992 lr:1.801e-05 clip_eps:0.1 entropy:1.073 +2026-01-08 14:44:48 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1060.30 total_reward_ma:1053.54 loss:-0.001871 fps:1724 +frame:9.29e+06 wall_t:5389 t:580625 epi:nan +opt_step:145152 lr:1.776e-05 clip_eps:0.1 entropy:1.076 +2026-01-08 14:44:53 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1060.50 total_reward_ma:1053.50 loss:-0.003012 fps:1724 +frame:9.30e+06 wall_t:5394 t:581250 epi:nan +opt_step:145312 lr:1.75e-05 clip_eps:0.1 entropy:1.117 +2026-01-08 14:44:58 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1060.50 total_reward_ma:1053.47 loss:-0.001632 fps:1725 +frame:9.31e+06 wall_t:5398 t:581875 epi:nan +opt_step:145440 lr:1.73e-05 clip_eps:0.1 entropy:1.081 +2026-01-08 14:45:03 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1062.50 total_reward_ma:1053.48 loss:-0.003763 fps:1725 +frame:9.32e+06 wall_t:5403 t:582500 epi:nan +opt_step:145600 lr:1.704e-05 clip_eps:0.1 entropy:1.042 +2026-01-08 14:45:08 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1061.90 total_reward_ma:1053.48 loss:-0.000732 fps:1725 +frame:9.33e+06 wall_t:5408 t:583125 epi:nan +opt_step:145760 lr:1.678e-05 clip_eps:0.1 entropy:1.131 +2026-01-08 14:45:13 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1058.60 total_reward_ma:1053.46 loss:-0.006939 fps:1725 +frame:9.34e+06 wall_t:5414 t:583750 epi:nan +opt_step:145920 lr:1.653e-05 clip_eps:0.1 entropy:1.132 +2026-01-08 14:45:19 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1059.00 total_reward_ma:1053.43 loss:-0.0008831 fps:1725 +frame:9.35e+06 wall_t:5420 t:584375 epi:nan +opt_step:146080 lr:1.627e-05 clip_eps:0.1 entropy:0.9538 +2026-01-08 14:45:25 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1059.20 total_reward_ma:1053.41 loss:-0.0004584 fps:1725 +frame:9.36e+06 wall_t:5426 t:585000 epi:nan +opt_step:146240 lr:1.602e-05 clip_eps:0.1 entropy:1.048 +2026-01-08 14:45:31 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1054.70 total_reward_ma:1053.34 loss:-0.0009201 fps:1725 +frame:9.37e+06 wall_t:5431 t:585625 epi:nan +opt_step:146400 lr:1.576e-05 clip_eps:0.1 entropy:1.009 +2026-01-08 14:45:36 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1051.30 total_reward_ma:1053.22 loss:-0.007762 fps:1725 +frame:9.38e+06 wall_t:5437 t:586250 epi:nan +opt_step:146560 lr:1.55e-05 clip_eps:0.1 entropy:1.13 +2026-01-08 14:45:42 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1050.80 total_reward_ma:1053.09 loss:-0.007827 fps:1725 +frame:9.39e+06 wall_t:5442 t:586875 epi:nan +opt_step:146688 lr:1.53e-05 clip_eps:0.1 entropy:1.051 +2026-01-08 14:45:48 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1047.90 total_reward_ma:1052.95 loss:-0.008313 fps:1725 +frame:9.40e+06 wall_t:5448 t:587500 epi:nan +opt_step:146848 lr:1.504e-05 clip_eps:0.1 entropy:0.9983 +2026-01-08 14:45:53 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1047.60 total_reward_ma:1052.83 loss:-0.00385 fps:1725 +frame:9.41e+06 wall_t:5454 t:588125 epi:nan +opt_step:147008 lr:1.479e-05 clip_eps:0.1 entropy:1.194 +2026-01-08 14:45:59 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1048.10 total_reward_ma:1052.71 loss:0.006145 fps:1725 +frame:9.42e+06 wall_t:5460 t:588750 epi:nan +opt_step:147168 lr:1.453e-05 clip_eps:0.1 entropy:1.196 +2026-01-08 14:46:04 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1049.40 total_reward_ma:1052.60 loss:-0.008459 fps:1726 +frame:9.43e+06 wall_t:5465 t:589375 epi:nan +opt_step:147328 lr:1.428e-05 clip_eps:0.1 entropy:1.038 +2026-01-08 14:46:10 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1050.90 total_reward_ma:1052.55 loss:-0.006646 fps:1725 +frame:9.44e+06 wall_t:5471 t:590000 epi:nan +opt_step:147488 lr:1.402e-05 clip_eps:0.1 entropy:1.055 +2026-01-08 14:46:16 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1053.60 total_reward_ma:1052.57 loss:-0.001879 fps:1726 +frame:9.45e+06 wall_t:5476 t:590625 epi:nan +opt_step:147648 lr:1.376e-05 clip_eps:0.1 entropy:1.081 +2026-01-08 14:46:21 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1055.30 total_reward_ma:1052.59 loss:-0.004251 fps:1726 +frame:9.46e+06 wall_t:5482 t:591250 epi:nan +opt_step:147808 lr:1.351e-05 clip_eps:0.1 entropy:1.137 +2026-01-08 14:46:27 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1058.30 total_reward_ma:1052.64 loss:-0.004898 fps:1726 +frame:9.47e+06 wall_t:5487 t:591875 epi:nan +opt_step:147968 lr:1.325e-05 clip_eps:0.1 entropy:1.135 +2026-01-08 14:46:32 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1059.10 total_reward_ma:1052.70 loss:-0.005729 fps:1726 +frame:9.48e+06 wall_t:5492 t:592500 epi:nan +opt_step:148096 lr:1.305e-05 clip_eps:0.1 entropy:1.04 +2026-01-08 14:46:38 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1059.60 total_reward_ma:1052.77 loss:-0.006759 fps:1726 +frame:9.49e+06 wall_t:5498 t:593125 epi:nan +opt_step:148256 lr:1.279e-05 clip_eps:0.1 entropy:1.129 +2026-01-08 14:46:43 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1054.90 total_reward_ma:1052.81 loss:-0.0007203 fps:1726 +frame:9.50e+06 wall_t:5504 t:593750 epi:nan +opt_step:148416 lr:1.253e-05 clip_eps:0.1 entropy:1.195 +2026-01-08 14:46:49 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1053.70 total_reward_ma:1052.81 loss:-0.0004905 fps:1726 +frame:9.51e+06 wall_t:5510 t:594375 epi:nan +opt_step:148576 lr:1.228e-05 clip_eps:0.1 entropy:1.1 +2026-01-08 14:46:54 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1053.60 total_reward_ma:1052.81 loss:-0.005778 fps:1726 +frame:9.52e+06 wall_t:5515 t:595000 epi:nan +opt_step:148736 lr:1.202e-05 clip_eps:0.1 entropy:1.196 +2026-01-08 14:47:00 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1052.80 total_reward_ma:1052.83 loss:0.003769 fps:1726 +frame:9.53e+06 wall_t:5521 t:595625 epi:nan +opt_step:148896 lr:1.177e-05 clip_eps:0.1 entropy:1.075 +2026-01-08 14:47:06 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1055.50 total_reward_ma:1052.84 loss:-0.007255 fps:1726 +frame:9.54e+06 wall_t:5527 t:596250 epi:nan +opt_step:149056 lr:1.151e-05 clip_eps:0.1 entropy:1.045 +2026-01-08 14:47:12 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1054.00 total_reward_ma:1052.86 loss:0.003925 fps:1726 +frame:9.55e+06 wall_t:5533 t:596875 epi:nan +opt_step:149216 lr:1.125e-05 clip_eps:0.1 entropy:1.158 +2026-01-08 14:47:18 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1055.70 total_reward_ma:1052.89 loss:-0.003665 fps:1726 +frame:9.56e+06 wall_t:5538 t:597500 epi:nan +opt_step:149344 lr:1.105e-05 clip_eps:0.1 entropy:1.051 +2026-01-08 14:47:23 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1057.70 total_reward_ma:1053.00 loss:-0.006312 fps:1726 +frame:9.57e+06 wall_t:5544 t:598125 epi:nan +opt_step:149504 lr:1.079e-05 clip_eps:0.1 entropy:1.137 +2026-01-08 14:47:29 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1059.50 total_reward_ma:1053.14 loss:-0.002281 fps:1726 +frame:9.58e+06 wall_t:5550 t:598750 epi:nan +opt_step:149664 lr:1.054e-05 clip_eps:0.1 entropy:1.181 +2026-01-08 14:47:35 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1062.80 total_reward_ma:1053.25 loss:-0.0002 fps:1726 +frame:9.59e+06 wall_t:5555 t:599375 epi:nan +opt_step:149824 lr:1.028e-05 clip_eps:0.1 entropy:1.019 +2026-01-08 14:47:40 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1061.30 total_reward_ma:1053.37 loss:-0.004762 fps:1726 +frame:9.60e+06 wall_t:5561 t:600000 epi:nan +opt_step:149984 lr:1.003e-05 clip_eps:0.1 entropy:1.109 +2026-01-08 14:47:46 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1061.80 total_reward_ma:1053.50 loss:-0.002152 fps:1726 +frame:9.61e+06 wall_t:5567 t:600625 epi:nan +opt_step:150144 lr:9.77e-06 clip_eps:0.1 entropy:1.078 +2026-01-08 14:47:52 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1064.10 total_reward_ma:1053.64 loss:-0.003054 fps:1726 +frame:9.62e+06 wall_t:5573 t:601250 epi:nan +opt_step:150304 lr:9.514e-06 clip_eps:0.1 entropy:1.053 +2026-01-08 14:47:58 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1066.30 total_reward_ma:1053.82 loss:-0.007114 fps:1726 +frame:9.63e+06 wall_t:5578 t:601875 epi:nan +opt_step:150464 lr:9.258e-06 clip_eps:0.1 entropy:1.146 +2026-01-08 14:48:04 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1066.40 total_reward_ma:1053.97 loss:-0.005606 fps:1726 +frame:9.64e+06 wall_t:5584 t:602500 epi:nan +opt_step:150624 lr:9.002e-06 clip_eps:0.1 entropy:1.105 +2026-01-08 14:48:09 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1066.20 total_reward_ma:1054.09 loss:0.0008803 fps:1726 +frame:9.65e+06 wall_t:5590 t:603125 epi:nan +opt_step:150752 lr:8.797e-06 clip_eps:0.1 entropy:1.042 +2026-01-08 14:48:15 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1067.10 total_reward_ma:1054.29 loss:-0.002338 fps:1726 +frame:9.66e+06 wall_t:5596 t:603750 epi:nan +opt_step:150912 lr:8.541e-06 clip_eps:0.1 entropy:1.081 +2026-01-08 14:48:21 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1066.00 total_reward_ma:1054.46 loss:0.0005508 fps:1726 +frame:9.67e+06 wall_t:5601 t:604375 epi:nan +opt_step:151072 lr:8.285e-06 clip_eps:0.1 entropy:1.053 +2026-01-08 14:48:27 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1065.20 total_reward_ma:1054.66 loss:-0.005129 fps:1726 +frame:9.68e+06 wall_t:5607 t:605000 epi:nan +opt_step:151232 lr:8.029e-06 clip_eps:0.1 entropy:1.008 +2026-01-08 14:48:32 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1067.40 total_reward_ma:1054.90 loss:-0.005337 fps:1726 +frame:9.69e+06 wall_t:5613 t:605625 epi:nan +opt_step:151392 lr:7.773e-06 clip_eps:0.1 entropy:1.094 +2026-01-08 14:48:38 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1069.40 total_reward_ma:1055.15 loss:-0.00414 fps:1727 +frame:9.70e+06 wall_t:5618 t:606250 epi:nan +opt_step:151552 lr:7.517e-06 clip_eps:0.1 entropy:1.086 +2026-01-08 14:48:43 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1071.50 total_reward_ma:1055.41 loss:-0.001731 fps:1727 +frame:9.71e+06 wall_t:5624 t:606875 epi:nan +opt_step:151712 lr:7.261e-06 clip_eps:0.1 entropy:1.085 +2026-01-08 14:48:49 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1071.30 total_reward_ma:1055.75 loss:0.0007059 fps:1726 +frame:9.72e+06 wall_t:5630 t:607500 epi:nan +opt_step:151872 lr:7.005e-06 clip_eps:0.1 entropy:1.107 +2026-01-08 14:48:55 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1070.10 total_reward_ma:1056.06 loss:-0.008168 fps:1727 +frame:9.73e+06 wall_t:5635 t:608125 epi:nan +opt_step:152000 lr:6.8e-06 clip_eps:0.1 entropy:1.125 +2026-01-08 14:49:00 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1068.60 total_reward_ma:1056.36 loss:-0.002309 fps:1727 +frame:9.74e+06 wall_t:5641 t:608750 epi:nan +opt_step:152160 lr:6.544e-06 clip_eps:0.1 entropy:1.158 +2026-01-08 14:49:06 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1070.90 total_reward_ma:1056.73 loss:0.002594 fps:1727 +frame:9.75e+06 wall_t:5647 t:609375 epi:nan +opt_step:152320 lr:6.288e-06 clip_eps:0.1 entropy:1.12 +2026-01-08 14:49:12 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1070.10 total_reward_ma:1057.10 loss:-0.001815 fps:1727 +frame:9.76e+06 wall_t:5653 t:610000 epi:nan +opt_step:152480 lr:6.032e-06 clip_eps:0.1 entropy:1.049 +2026-01-08 14:49:18 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1069.90 total_reward_ma:1057.48 loss:-0.001697 fps:1726 +frame:9.77e+06 wall_t:5659 t:610625 epi:nan +opt_step:152640 lr:5.776e-06 clip_eps:0.1 entropy:0.9889 +2026-01-08 14:49:24 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1071.20 total_reward_ma:1057.87 loss:0.003137 fps:1726 +frame:9.78e+06 wall_t:5665 t:611250 epi:nan +opt_step:152800 lr:5.52e-06 clip_eps:0.1 entropy:1.111 +2026-01-08 14:49:30 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1072.70 total_reward_ma:1058.26 loss:-0.002516 fps:1726 +frame:9.79e+06 wall_t:5671 t:611875 epi:nan +opt_step:152960 lr:5.264e-06 clip_eps:0.1 entropy:1.102 +2026-01-08 14:49:36 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1073.80 total_reward_ma:1058.65 loss:0.004407 fps:1727 +frame:9.80e+06 wall_t:5676 t:612500 epi:nan +opt_step:153120 lr:5.008e-06 clip_eps:0.1 entropy:1.05 +2026-01-08 14:49:42 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1069.30 total_reward_ma:1058.98 loss:0.00616 fps:1727 +frame:9.81e+06 wall_t:5682 t:613125 epi:nan +opt_step:153280 lr:4.752e-06 clip_eps:0.1 entropy:1.065 +2026-01-08 14:49:47 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1071.60 total_reward_ma:1059.33 loss:-0.003109 fps:1727 +frame:9.82e+06 wall_t:5687 t:613750 epi:nan +opt_step:153408 lr:4.547e-06 clip_eps:0.1 entropy:1.01 +2026-01-08 14:49:53 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1072.60 total_reward_ma:1059.68 loss:-0.005704 fps:1727 +frame:9.83e+06 wall_t:5693 t:614375 epi:nan +opt_step:153568 lr:4.291e-06 clip_eps:0.1 entropy:1.037 +2026-01-08 14:49:59 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1067.50 total_reward_ma:1059.97 loss:0.001094 fps:1727 +frame:9.84e+06 wall_t:5699 t:615000 epi:nan +opt_step:153728 lr:4.035e-06 clip_eps:0.1 entropy:1.003 +2026-01-08 14:50:05 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1068.80 total_reward_ma:1060.27 loss:-0.006881 fps:1726 +frame:9.85e+06 wall_t:5706 t:615625 epi:nan +opt_step:153888 lr:3.779e-06 clip_eps:0.1 entropy:1.052 +2026-01-08 14:50:11 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1068.90 total_reward_ma:1060.58 loss:-0.005673 fps:1726 +frame:9.86e+06 wall_t:5712 t:616250 epi:nan +opt_step:154048 lr:3.523e-06 clip_eps:0.1 entropy:1.137 +2026-01-08 14:50:17 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1070.90 total_reward_ma:1060.90 loss:-0.006091 fps:1726 +frame:9.87e+06 wall_t:5718 t:616875 epi:nan +opt_step:154208 lr:3.267e-06 clip_eps:0.1 entropy:1.049 +2026-01-08 14:50:23 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1073.00 total_reward_ma:1061.22 loss:-0.007454 fps:1726 +frame:9.88e+06 wall_t:5723 t:617500 epi:nan +opt_step:154368 lr:3.011e-06 clip_eps:0.1 entropy:1.023 +2026-01-08 14:50:29 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1074.90 total_reward_ma:1061.54 loss:0.001852 fps:1726 +frame:9.89e+06 wall_t:5729 t:618125 epi:nan +opt_step:154528 lr:2.755e-06 clip_eps:0.1 entropy:1.149 +2026-01-08 14:50:34 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1068.70 total_reward_ma:1061.82 loss:0.0009451 fps:1727 +frame:9.90e+06 wall_t:5734 t:618750 epi:nan +opt_step:154656 lr:2.55e-06 clip_eps:0.1 entropy:1.025 +2026-01-08 14:50:40 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1070.00 total_reward_ma:1062.04 loss:0.0001965 fps:1726 +frame:9.91e+06 wall_t:5740 t:619375 epi:nan +opt_step:154816 lr:2.294e-06 clip_eps:0.1 entropy:1.112 +2026-01-08 14:50:45 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1068.90 total_reward_ma:1062.23 loss:-0.0005964 fps:1726 +frame:9.92e+06 wall_t:5746 t:620000 epi:nan +opt_step:154976 lr:2.038e-06 clip_eps:0.1 entropy:1.151 +2026-01-08 14:50:51 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1069.90 total_reward_ma:1062.46 loss:0.0003502 fps:1726 +frame:9.93e+06 wall_t:5752 t:620625 epi:nan +opt_step:155136 lr:1.782e-06 clip_eps:0.1 entropy:1.102 +2026-01-08 14:50:57 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1073.40 total_reward_ma:1062.68 loss:-0.005544 fps:1727 +frame:9.94e+06 wall_t:5757 t:621250 epi:nan +opt_step:155296 lr:1.526e-06 clip_eps:0.1 entropy:1.024 +2026-01-08 14:51:02 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1073.40 total_reward_ma:1062.83 loss:-0.002112 fps:1727 +frame:9.95e+06 wall_t:5763 t:621875 epi:nan +opt_step:155456 lr:1.27e-06 clip_eps:0.1 entropy:1.092 +2026-01-08 14:51:08 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1075.60 total_reward_ma:1063.03 loss:0.001783 fps:1726 +frame:9.96e+06 wall_t:5769 t:622500 epi:nan +opt_step:155616 lr:1.014e-06 clip_eps:0.1 entropy:1.105 +2026-01-08 14:51:14 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1075.40 total_reward_ma:1063.21 loss:-0.0058 fps:1726 +frame:9.97e+06 wall_t:5775 t:623125 epi:nan +opt_step:155776 lr:7.584e-07 clip_eps:0.1 entropy:1.095 +2026-01-08 14:51:20 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1075.50 total_reward_ma:1063.37 loss:-0.003501 fps:1726 +frame:9.98e+06 wall_t:5781 t:623750 epi:nan +opt_step:155936 lr:5.024e-07 clip_eps:0.1 entropy:1.1 +2026-01-08 14:51:25 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1071.20 total_reward_ma:1063.51 loss:-0.003035 fps:1727 +frame:9.99e+06 wall_t:5786 t:624375 epi:nan +opt_step:156064 lr:2.976e-07 clip_eps:0.1 entropy:1.127 +2026-01-08 14:51:31 | INFO | PID:1607 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_bankheist_t0_s1 [train] +total_reward:1070.70 total_reward_ma:1063.65 loss:-0.002657 fps:1727 +frame:1.00e+07 wall_t:5792 t:625000 epi:nan +opt_step:156224 lr:4.16e-08 clip_eps:0.1 entropy:1.082 +2026-01-08 14:51:32 | INFO | PID:1607 | slm_lab.lib.logger:info | Session 1 done diff --git a/data/ppo_atari_lam70_bankheist_2026_01_08_131453/log/ppo_atari_lam70_bankheist_t0_s2.log b/data/ppo_atari_lam70_bankheist_2026_01_08_131453/log/ppo_atari_lam70_bankheist_t0_s2.log new file mode 100644 index 0000000000000000000000000000000000000000..8a74d04d6a308032db17164f022d1b1bbdbe0ecf --- /dev/null +++ b/data/ppo_atari_lam70_bankheist_2026_01_08_131453/log/ppo_atari_lam70_bankheist_t0_s2.log @@ -0,0 +1,4002 @@ +2026-01-08 13:14:57 | INFO | PID:1608 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-08 13:15:19 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:8.67 total_reward_ma:8.67 loss:-0.03293 fps:526.3 +frame:1.00e+04 wall_t:19 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:2.775 +2026-01-08 13:15:25 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:10.00 total_reward_ma:9.33 loss:-0.03616 fps:769.2 +frame:2.00e+04 wall_t:26 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:2.798 +2026-01-08 13:15:31 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:12.16 total_reward_ma:10.27 loss:-0.0347 fps:937.5 +frame:3.00e+04 wall_t:32 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:2.763 +2026-01-08 13:15:38 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:14.00 total_reward_ma:11.21 loss:-0.03293 fps:1026 +frame:4.00e+04 wall_t:39 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:2.758 +2026-01-08 13:15:45 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:14.20 total_reward_ma:11.81 loss:-0.03418 fps:1111 +frame:5.00e+04 wall_t:45 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:2.73 +2026-01-08 13:15:51 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:15.00 total_reward_ma:12.34 loss:-0.03071 fps:1176 +frame:6.00e+04 wall_t:51 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:2.666 +2026-01-08 13:15:57 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:15.60 total_reward_ma:12.80 loss:-0.03224 fps:1207 +frame:7.00e+04 wall_t:58 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:2.634 +2026-01-08 13:16:03 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:16.20 total_reward_ma:13.23 loss:-0.03455 fps:1250 +frame:8.00e+04 wall_t:64 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:2.688 +2026-01-08 13:16:09 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:15.50 total_reward_ma:13.48 loss:-0.0331 fps:1304 +frame:9.00e+04 wall_t:69 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:2.679 +2026-01-08 13:16:15 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:15.80 total_reward_ma:13.71 loss:-0.03226 fps:1316 +frame:1.00e+05 wall_t:76 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:2.632 +2026-01-08 13:16:21 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:14.90 total_reward_ma:13.82 loss:-0.03403 fps:1341 +frame:1.10e+05 wall_t:82 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:2.691 +2026-01-08 13:16:28 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:15.20 total_reward_ma:13.94 loss:-0.03169 fps:1364 +frame:1.20e+05 wall_t:88 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:2.606 +2026-01-08 13:16:34 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:16.50 total_reward_ma:14.13 loss:-0.03006 fps:1383 +frame:1.30e+05 wall_t:94 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:2.55 +2026-01-08 13:16:40 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:17.40 total_reward_ma:14.37 loss:-0.03313 fps:1386 +frame:1.40e+05 wall_t:101 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:2.539 +2026-01-08 13:16:46 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:17.10 total_reward_ma:14.55 loss:-0.02991 fps:1402 +frame:1.50e+05 wall_t:107 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:2.495 +2026-01-08 13:16:53 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:18.00 total_reward_ma:14.76 loss:-0.0265 fps:1416 +frame:1.60e+05 wall_t:113 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:2.425 +2026-01-08 13:16:59 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:19.70 total_reward_ma:15.05 loss:-0.03024 fps:1417 +frame:1.70e+05 wall_t:120 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:2.474 +2026-01-08 13:17:05 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:18.40 total_reward_ma:15.24 loss:-0.02916 fps:1440 +frame:1.80e+05 wall_t:125 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:2.557 +2026-01-08 13:17:11 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:19.00 total_reward_ma:15.44 loss:-0.03288 fps:1439 +frame:1.90e+05 wall_t:132 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:2.581 +2026-01-08 13:17:17 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:19.00 total_reward_ma:15.62 loss:-0.03316 fps:1449 +frame:2.00e+05 wall_t:138 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:2.597 +2026-01-08 13:17:24 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:18.70 total_reward_ma:15.76 loss:-0.0314 fps:1458 +frame:2.10e+05 wall_t:144 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:2.475 +2026-01-08 13:17:30 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:18.70 total_reward_ma:15.90 loss:-0.02802 fps:1457 +frame:2.20e+05 wall_t:151 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:2.358 +2026-01-08 13:17:36 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:19.30 total_reward_ma:16.04 loss:-0.02985 fps:1465 +frame:2.30e+05 wall_t:157 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:2.509 +2026-01-08 13:17:43 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:20.20 total_reward_ma:16.22 loss:-0.0306 fps:1472 +frame:2.40e+05 wall_t:163 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:2.316 +2026-01-08 13:17:49 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:21.10 total_reward_ma:16.41 loss:-0.03107 fps:1471 +frame:2.50e+05 wall_t:170 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:2.488 +2026-01-08 13:17:55 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:22.30 total_reward_ma:16.64 loss:-0.02718 fps:1486 +frame:2.60e+05 wall_t:175 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:2.444 +2026-01-08 13:18:01 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:22.30 total_reward_ma:16.85 loss:-0.03081 fps:1484 +frame:2.70e+05 wall_t:182 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:2.4 +2026-01-08 13:18:07 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:22.80 total_reward_ma:17.06 loss:-0.03045 fps:1489 +frame:2.80e+05 wall_t:188 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:2.493 +2026-01-08 13:18:14 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:23.20 total_reward_ma:17.27 loss:-0.02676 fps:1495 +frame:2.90e+05 wall_t:194 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:2.252 +2026-01-08 13:18:20 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:25.30 total_reward_ma:17.54 loss:-0.03043 fps:1493 +frame:3.00e+05 wall_t:201 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:2.384 +2026-01-08 13:18:26 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:26.30 total_reward_ma:17.82 loss:-0.02419 fps:1498 +frame:3.10e+05 wall_t:207 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:2.309 +2026-01-08 13:18:32 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:27.40 total_reward_ma:18.12 loss:-0.02815 fps:1502 +frame:3.20e+05 wall_t:213 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:2.427 +2026-01-08 13:18:38 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:28.80 total_reward_ma:18.45 loss:-0.03151 fps:1507 +frame:3.30e+05 wall_t:219 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:2.413 +2026-01-08 13:18:44 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:28.70 total_reward_ma:18.75 loss:-0.02491 fps:1511 +frame:3.40e+05 wall_t:225 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:2.207 +2026-01-08 13:18:50 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:27.90 total_reward_ma:19.01 loss:-0.02709 fps:1515 +frame:3.50e+05 wall_t:231 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:2.206 +2026-01-08 13:18:56 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:26.20 total_reward_ma:19.21 loss:-0.02596 fps:1519 +frame:3.60e+05 wall_t:237 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:2.255 +2026-01-08 13:19:03 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:27.00 total_reward_ma:19.42 loss:-0.02816 fps:1523 +frame:3.70e+05 wall_t:243 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:2.263 +2026-01-08 13:19:09 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:25.60 total_reward_ma:19.58 loss:-0.02883 fps:1526 +frame:3.80e+05 wall_t:249 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:2.255 +2026-01-08 13:19:15 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:26.70 total_reward_ma:19.76 loss:-0.03175 fps:1529 +frame:3.90e+05 wall_t:255 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:2.02 +2026-01-08 13:19:21 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:26.40 total_reward_ma:19.93 loss:-0.0318 fps:1527 +frame:4.00e+05 wall_t:262 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:2.241 +2026-01-08 13:19:28 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:25.70 total_reward_ma:20.07 loss:-0.02801 fps:1530 +frame:4.10e+05 wall_t:268 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:2.316 +2026-01-08 13:19:34 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:26.50 total_reward_ma:20.22 loss:-0.02576 fps:1533 +frame:4.20e+05 wall_t:274 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:2.203 +2026-01-08 13:19:39 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:26.20 total_reward_ma:20.36 loss:-0.02543 fps:1536 +frame:4.30e+05 wall_t:280 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:2.33 +2026-01-08 13:19:46 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:25.70 total_reward_ma:20.48 loss:-0.03023 fps:1538 +frame:4.40e+05 wall_t:286 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:2.429 +2026-01-08 13:19:52 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:25.20 total_reward_ma:20.59 loss:-0.02868 fps:1536 +frame:4.50e+05 wall_t:293 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:2.319 +2026-01-08 13:19:59 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:25.00 total_reward_ma:20.69 loss:-0.02896 fps:1533 +frame:4.60e+05 wall_t:300 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:2.328 +2026-01-08 13:20:05 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:24.70 total_reward_ma:20.77 loss:-0.02457 fps:1536 +frame:4.70e+05 wall_t:306 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:2.173 +2026-01-08 13:20:11 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:25.00 total_reward_ma:20.86 loss:-0.02747 fps:1538 +frame:4.80e+05 wall_t:312 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:2.276 +2026-01-08 13:20:18 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:24.40 total_reward_ma:20.93 loss:-0.02467 fps:1541 +frame:4.90e+05 wall_t:318 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:1.972 +2026-01-08 13:20:24 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:24.90 total_reward_ma:21.01 loss:-0.02427 fps:1538 +frame:5.00e+05 wall_t:325 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:1.954 +2026-01-08 13:20:31 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:25.50 total_reward_ma:21.10 loss:-0.02838 fps:1541 +frame:5.10e+05 wall_t:331 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:2.13 +2026-01-08 13:20:36 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:26.70 total_reward_ma:21.21 loss:-0.02386 fps:1543 +frame:5.20e+05 wall_t:337 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:2.009 +2026-01-08 13:20:43 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:26.80 total_reward_ma:21.31 loss:-0.02714 fps:1545 +frame:5.30e+05 wall_t:343 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:2.08 +2026-01-08 13:20:49 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:26.30 total_reward_ma:21.40 loss:-0.02874 fps:1543 +frame:5.40e+05 wall_t:350 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:2.279 +2026-01-08 13:20:56 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:27.80 total_reward_ma:21.52 loss:-0.02546 fps:1545 +frame:5.50e+05 wall_t:356 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:2.09 +2026-01-08 13:21:02 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:28.50 total_reward_ma:21.65 loss:-0.02682 fps:1543 +frame:5.60e+05 wall_t:363 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:2.132 +2026-01-08 13:21:08 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:28.20 total_reward_ma:21.76 loss:-0.02654 fps:1545 +frame:5.70e+05 wall_t:369 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:2.105 +2026-01-08 13:21:15 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:28.40 total_reward_ma:21.87 loss:-0.02464 fps:1547 +frame:5.80e+05 wall_t:375 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:2.108 +2026-01-08 13:21:21 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:29.90 total_reward_ma:22.01 loss:-0.02598 fps:1549 +frame:5.90e+05 wall_t:381 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:2.133 +2026-01-08 13:21:27 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:30.90 total_reward_ma:22.16 loss:-0.02657 fps:1550 +frame:6.00e+05 wall_t:387 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:2.153 +2026-01-08 13:21:33 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:30.50 total_reward_ma:22.30 loss:-0.02242 fps:1548 +frame:6.10e+05 wall_t:394 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:2.091 +2026-01-08 13:21:40 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:30.00 total_reward_ma:22.42 loss:-0.02701 fps:1550 +frame:6.20e+05 wall_t:400 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:2.086 +2026-01-08 13:21:46 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:29.10 total_reward_ma:22.53 loss:-0.02706 fps:1552 +frame:6.30e+05 wall_t:406 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:2.216 +2026-01-08 13:21:52 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:28.40 total_reward_ma:22.62 loss:-0.02898 fps:1553 +frame:6.40e+05 wall_t:412 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:2.233 +2026-01-08 13:21:58 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:28.60 total_reward_ma:22.71 loss:-0.02593 fps:1551 +frame:6.50e+05 wall_t:419 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:2.166 +2026-01-08 13:22:04 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:29.70 total_reward_ma:22.82 loss:-0.02305 fps:1553 +frame:6.60e+05 wall_t:425 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:2.011 +2026-01-08 13:22:11 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:30.60 total_reward_ma:22.93 loss:-0.02229 fps:1555 +frame:6.70e+05 wall_t:431 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:1.885 +2026-01-08 13:22:17 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:31.80 total_reward_ma:23.06 loss:-0.02272 fps:1553 +frame:6.80e+05 wall_t:438 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:1.997 +2026-01-08 13:22:23 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:34.00 total_reward_ma:23.22 loss:-0.02297 fps:1554 +frame:6.90e+05 wall_t:444 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:1.811 +2026-01-08 13:22:30 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:35.90 total_reward_ma:23.40 loss:-0.02328 fps:1556 +frame:7.00e+05 wall_t:450 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:1.941 +2026-01-08 13:22:36 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:35.30 total_reward_ma:23.57 loss:-0.02636 fps:1557 +frame:7.10e+05 wall_t:456 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:2.207 +2026-01-08 13:22:42 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:33.50 total_reward_ma:23.71 loss:-0.02565 fps:1555 +frame:7.20e+05 wall_t:463 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:2.244 +2026-01-08 13:22:48 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:32.50 total_reward_ma:23.83 loss:-0.02664 fps:1557 +frame:7.30e+05 wall_t:469 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:2.29 +2026-01-08 13:22:55 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:31.60 total_reward_ma:23.93 loss:-0.02606 fps:1558 +frame:7.40e+05 wall_t:475 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:2.162 +2026-01-08 13:23:01 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:31.60 total_reward_ma:24.04 loss:-0.02705 fps:1556 +frame:7.50e+05 wall_t:482 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:2.255 +2026-01-08 13:23:07 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:31.90 total_reward_ma:24.14 loss:-0.028 fps:1557 +frame:7.60e+05 wall_t:488 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:2.215 +2026-01-08 13:23:13 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:31.70 total_reward_ma:24.24 loss:-0.02379 fps:1559 +frame:7.70e+05 wall_t:494 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:2.157 +2026-01-08 13:23:19 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:31.50 total_reward_ma:24.33 loss:-0.03099 fps:1560 +frame:7.80e+05 wall_t:500 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:2.347 +2026-01-08 13:23:25 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:33.20 total_reward_ma:24.44 loss:-0.03094 fps:1561 +frame:7.90e+05 wall_t:506 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:2.336 +2026-01-08 13:23:32 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:32.40 total_reward_ma:24.54 loss:-0.03128 fps:1562 +frame:8.00e+05 wall_t:512 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:2.378 +2026-01-08 13:23:38 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:32.90 total_reward_ma:24.64 loss:-0.03153 fps:1561 +frame:8.10e+05 wall_t:519 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:2.295 +2026-01-08 13:23:45 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:33.10 total_reward_ma:24.75 loss:-0.02304 fps:1562 +frame:8.20e+05 wall_t:525 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:1.973 +2026-01-08 13:23:51 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:35.10 total_reward_ma:24.87 loss:-0.03215 fps:1563 +frame:8.30e+05 wall_t:531 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:2.29 +2026-01-08 13:23:57 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:34.30 total_reward_ma:24.98 loss:-0.03279 fps:1564 +frame:8.40e+05 wall_t:537 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:2.451 +2026-01-08 13:24:03 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:34.30 total_reward_ma:25.09 loss:-0.02812 fps:1565 +frame:8.50e+05 wall_t:543 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:2.318 +2026-01-08 13:24:09 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:37.60 total_reward_ma:25.24 loss:-0.02749 fps:1566 +frame:8.60e+05 wall_t:549 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:2.244 +2026-01-08 13:24:15 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:37.80 total_reward_ma:25.38 loss:-0.02928 fps:1565 +frame:8.70e+05 wall_t:556 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:2.25 +2026-01-08 13:24:21 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:37.20 total_reward_ma:25.52 loss:-0.02988 fps:1566 +frame:8.80e+05 wall_t:562 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:2.205 +2026-01-08 13:24:28 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:37.90 total_reward_ma:25.66 loss:-0.02562 fps:1567 +frame:8.90e+05 wall_t:568 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:2.118 +2026-01-08 13:24:34 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:39.30 total_reward_ma:25.81 loss:-0.03092 fps:1565 +frame:9.00e+05 wall_t:575 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:2.23 +2026-01-08 13:24:41 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:37.10 total_reward_ma:25.93 loss:-0.03092 fps:1566 +frame:9.10e+05 wall_t:581 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:2.27 +2026-01-08 13:24:47 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:35.40 total_reward_ma:26.04 loss:-0.02918 fps:1565 +frame:9.20e+05 wall_t:588 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:2.191 +2026-01-08 13:24:54 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:33.70 total_reward_ma:26.12 loss:-0.03 fps:1566 +frame:9.30e+05 wall_t:594 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:2.28 +2026-01-08 13:24:59 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:34.60 total_reward_ma:26.21 loss:-0.02753 fps:1567 +frame:9.40e+05 wall_t:600 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:2.263 +2026-01-08 13:25:06 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:33.20 total_reward_ma:26.28 loss:-0.02709 fps:1568 +frame:9.50e+05 wall_t:606 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:2.064 +2026-01-08 13:25:12 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:35.10 total_reward_ma:26.37 loss:-0.02648 fps:1566 +frame:9.60e+05 wall_t:613 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:2.114 +2026-01-08 13:25:19 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:37.80 total_reward_ma:26.49 loss:-0.02932 fps:1567 +frame:9.70e+05 wall_t:619 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:2.225 +2026-01-08 13:25:26 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:37.30 total_reward_ma:26.60 loss:-0.02895 fps:1565 +frame:9.80e+05 wall_t:626 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:2.262 +2026-01-08 13:25:32 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:37.70 total_reward_ma:26.71 loss:-0.02733 fps:1566 +frame:9.90e+05 wall_t:632 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:2.15 +2026-01-08 13:25:38 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:37.30 total_reward_ma:26.82 loss:-0.02802 fps:1565 +frame:1.00e+06 wall_t:639 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:2.074 +2026-01-08 13:25:45 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:36.00 total_reward_ma:27.09 loss:-0.02614 fps:1566 +frame:1.01e+06 wall_t:645 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:2.183 +2026-01-08 13:25:51 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:35.20 total_reward_ma:27.35 loss:-0.02595 fps:1564 +frame:1.02e+06 wall_t:652 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:2.114 +2026-01-08 13:25:57 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:37.30 total_reward_ma:27.60 loss:-0.02665 fps:1568 +frame:1.03e+06 wall_t:657 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:2.165 +2026-01-08 13:26:03 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:38.20 total_reward_ma:27.84 loss:-0.02429 fps:1566 +frame:1.04e+06 wall_t:664 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:2.041 +2026-01-08 13:26:09 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:38.50 total_reward_ma:28.08 loss:-0.02798 fps:1567 +frame:1.05e+06 wall_t:670 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:2.186 +2026-01-08 13:26:16 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:40.20 total_reward_ma:28.33 loss:-0.02639 fps:1568 +frame:1.06e+06 wall_t:676 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:2.068 +2026-01-08 13:26:22 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:39.90 total_reward_ma:28.58 loss:-0.03026 fps:1567 +frame:1.07e+06 wall_t:683 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:2.23 +2026-01-08 13:26:28 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:40.10 total_reward_ma:28.82 loss:-0.027 fps:1567 +frame:1.08e+06 wall_t:689 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:2.249 +2026-01-08 13:26:35 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:38.60 total_reward_ma:29.05 loss:-0.029 fps:1568 +frame:1.09e+06 wall_t:695 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:2.201 +2026-01-08 13:26:41 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:38.10 total_reward_ma:29.27 loss:-0.02694 fps:1567 +frame:1.10e+06 wall_t:702 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:2.214 +2026-01-08 13:26:47 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:39.60 total_reward_ma:29.52 loss:-0.02865 fps:1568 +frame:1.11e+06 wall_t:708 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:2.148 +2026-01-08 13:26:54 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:38.30 total_reward_ma:29.75 loss:-0.02985 fps:1569 +frame:1.12e+06 wall_t:714 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:2.161 +2026-01-08 13:27:00 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:38.50 total_reward_ma:29.97 loss:-0.02791 fps:1567 +frame:1.13e+06 wall_t:721 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:2.258 +2026-01-08 13:27:07 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:39.30 total_reward_ma:30.19 loss:-0.02808 fps:1568 +frame:1.14e+06 wall_t:727 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:2.092 +2026-01-08 13:27:13 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:40.00 total_reward_ma:30.42 loss:-0.02696 fps:1567 +frame:1.15e+06 wall_t:734 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:2.124 +2026-01-08 13:27:20 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:39.60 total_reward_ma:30.63 loss:-0.02763 fps:1568 +frame:1.16e+06 wall_t:740 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:2.153 +2026-01-08 13:27:26 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:39.40 total_reward_ma:30.83 loss:-0.02533 fps:1568 +frame:1.17e+06 wall_t:746 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:2.144 +2026-01-08 13:27:32 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:39.60 total_reward_ma:31.04 loss:-0.02772 fps:1567 +frame:1.18e+06 wall_t:753 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:2.177 +2026-01-08 13:27:39 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:39.10 total_reward_ma:31.24 loss:-0.02431 fps:1568 +frame:1.19e+06 wall_t:759 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:1.967 +2026-01-08 13:27:44 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:37.40 total_reward_ma:31.43 loss:-0.02622 fps:1569 +frame:1.20e+06 wall_t:765 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:2.116 +2026-01-08 13:27:51 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:37.30 total_reward_ma:31.61 loss:-0.02748 fps:1569 +frame:1.21e+06 wall_t:771 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:2.211 +2026-01-08 13:27:57 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:38.30 total_reward_ma:31.81 loss:-0.02517 fps:1568 +frame:1.22e+06 wall_t:778 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:1.999 +2026-01-08 13:28:04 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:40.70 total_reward_ma:32.02 loss:-0.02992 fps:1569 +frame:1.23e+06 wall_t:784 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:2.215 +2026-01-08 13:28:10 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:40.80 total_reward_ma:32.23 loss:-0.02769 fps:1570 +frame:1.24e+06 wall_t:790 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:2.21 +2026-01-08 13:28:16 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:40.80 total_reward_ma:32.42 loss:-0.02991 fps:1568 +frame:1.25e+06 wall_t:797 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:2.187 +2026-01-08 13:28:23 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:40.60 total_reward_ma:32.61 loss:-0.02924 fps:1567 +frame:1.26e+06 wall_t:804 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:2.332 +2026-01-08 13:28:30 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:40.20 total_reward_ma:32.79 loss:-0.02613 fps:1568 +frame:1.27e+06 wall_t:810 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:2.135 +2026-01-08 13:28:35 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:39.90 total_reward_ma:32.96 loss:-0.02909 fps:1569 +frame:1.28e+06 wall_t:816 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:2.221 +2026-01-08 13:28:41 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:40.50 total_reward_ma:33.13 loss:-0.0294 fps:1569 +frame:1.29e+06 wall_t:822 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:2.186 +2026-01-08 13:28:47 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:42.00 total_reward_ma:33.30 loss:-0.02944 fps:1570 +frame:1.30e+06 wall_t:828 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:2.191 +2026-01-08 13:28:53 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:42.90 total_reward_ma:33.46 loss:-0.02716 fps:1571 +frame:1.31e+06 wall_t:834 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:2.164 +2026-01-08 13:29:00 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:44.50 total_reward_ma:33.63 loss:-0.02715 fps:1571 +frame:1.32e+06 wall_t:840 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:2.31 +2026-01-08 13:29:06 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:43.20 total_reward_ma:33.78 loss:-0.03019 fps:1570 +frame:1.33e+06 wall_t:847 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:2.334 +2026-01-08 13:29:13 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:42.50 total_reward_ma:33.92 loss:-0.02991 fps:1571 +frame:1.34e+06 wall_t:853 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:2.351 +2026-01-08 13:29:19 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:42.30 total_reward_ma:34.06 loss:-0.02797 fps:1570 +frame:1.35e+06 wall_t:860 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:2.341 +2026-01-08 13:29:25 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:41.30 total_reward_ma:34.21 loss:-0.03018 fps:1570 +frame:1.36e+06 wall_t:866 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:2.184 +2026-01-08 13:29:31 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:39.80 total_reward_ma:34.34 loss:-0.03345 fps:1571 +frame:1.37e+06 wall_t:872 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:2.372 +2026-01-08 13:29:38 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:40.80 total_reward_ma:34.49 loss:-0.03292 fps:1572 +frame:1.38e+06 wall_t:878 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:2.424 +2026-01-08 13:29:44 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:40.60 total_reward_ma:34.63 loss:-0.03212 fps:1571 +frame:1.39e+06 wall_t:885 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:2.387 +2026-01-08 13:29:51 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:40.90 total_reward_ma:34.78 loss:-0.03265 fps:1571 +frame:1.40e+06 wall_t:891 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:2.37 +2026-01-08 13:29:57 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:40.80 total_reward_ma:34.93 loss:-0.02737 fps:1572 +frame:1.41e+06 wall_t:897 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:2.217 +2026-01-08 13:30:03 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:42.00 total_reward_ma:35.08 loss:-0.03095 fps:1571 +frame:1.42e+06 wall_t:904 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:2.441 +2026-01-08 13:30:09 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:41.20 total_reward_ma:35.23 loss:-0.0299 fps:1571 +frame:1.43e+06 wall_t:910 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:2.377 +2026-01-08 13:30:16 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:41.90 total_reward_ma:35.39 loss:-0.03412 fps:1572 +frame:1.44e+06 wall_t:916 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:2.298 +2026-01-08 13:30:22 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:41.30 total_reward_ma:35.56 loss:-0.03162 fps:1571 +frame:1.45e+06 wall_t:923 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:2.263 +2026-01-08 13:30:28 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:43.00 total_reward_ma:35.73 loss:-0.02758 fps:1573 +frame:1.46e+06 wall_t:928 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:2.296 +2026-01-08 13:30:34 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:42.80 total_reward_ma:35.92 loss:-0.02994 fps:1572 +frame:1.47e+06 wall_t:935 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:2.182 +2026-01-08 13:30:40 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:44.00 total_reward_ma:36.11 loss:-0.02859 fps:1573 +frame:1.48e+06 wall_t:941 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:2.195 +2026-01-08 13:30:47 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:46.40 total_reward_ma:36.33 loss:-0.02911 fps:1573 +frame:1.49e+06 wall_t:947 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:2.205 +2026-01-08 13:30:53 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:48.00 total_reward_ma:36.56 loss:-0.02872 fps:1574 +frame:1.50e+06 wall_t:953 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:2.135 +2026-01-08 13:30:59 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:47.50 total_reward_ma:36.78 loss:-0.02925 fps:1573 +frame:1.51e+06 wall_t:960 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:2.24 +2026-01-08 13:31:05 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:49.30 total_reward_ma:37.00 loss:-0.02954 fps:1573 +frame:1.52e+06 wall_t:966 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:2.102 +2026-01-08 13:31:12 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:49.00 total_reward_ma:37.22 loss:-0.02604 fps:1574 +frame:1.53e+06 wall_t:972 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:2.099 +2026-01-08 13:31:17 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:49.10 total_reward_ma:37.45 loss:-0.02796 fps:1575 +frame:1.54e+06 wall_t:978 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:2.182 +2026-01-08 13:31:24 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:49.50 total_reward_ma:37.67 loss:-0.02888 fps:1575 +frame:1.55e+06 wall_t:984 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:2.105 +2026-01-08 13:31:30 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:51.20 total_reward_ma:37.90 loss:-0.0249 fps:1576 +frame:1.56e+06 wall_t:990 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:2.001 +2026-01-08 13:31:36 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:50.20 total_reward_ma:38.12 loss:-0.02688 fps:1575 +frame:1.57e+06 wall_t:997 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:2.085 +2026-01-08 13:31:43 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:49.90 total_reward_ma:38.33 loss:-0.02663 fps:1575 +frame:1.58e+06 wall_t:1003 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:1.978 +2026-01-08 13:31:49 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:49.00 total_reward_ma:38.52 loss:-0.02988 fps:1574 +frame:1.59e+06 wall_t:1010 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:2.067 +2026-01-08 13:31:55 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:48.80 total_reward_ma:38.70 loss:-0.02821 fps:1575 +frame:1.60e+06 wall_t:1016 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:2.111 +2026-01-08 13:32:02 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:49.30 total_reward_ma:38.89 loss:-0.02649 fps:1574 +frame:1.61e+06 wall_t:1023 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:1.975 +2026-01-08 13:32:08 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:50.70 total_reward_ma:39.10 loss:-0.0259 fps:1574 +frame:1.62e+06 wall_t:1029 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:1.964 +2026-01-08 13:32:14 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:50.90 total_reward_ma:39.31 loss:-0.02577 fps:1575 +frame:1.63e+06 wall_t:1035 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:1.883 +2026-01-08 13:32:21 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:53.00 total_reward_ma:39.56 loss:-0.02878 fps:1575 +frame:1.64e+06 wall_t:1041 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:2.038 +2026-01-08 13:32:27 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:52.00 total_reward_ma:39.79 loss:-0.02808 fps:1574 +frame:1.65e+06 wall_t:1048 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:2.119 +2026-01-08 13:32:34 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:54.40 total_reward_ma:40.04 loss:-0.02433 fps:1575 +frame:1.66e+06 wall_t:1054 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:2.005 +2026-01-08 13:32:40 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:53.60 total_reward_ma:40.27 loss:-0.02248 fps:1574 +frame:1.67e+06 wall_t:1061 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:1.921 +2026-01-08 13:32:46 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:54.40 total_reward_ma:40.50 loss:-0.02338 fps:1575 +frame:1.68e+06 wall_t:1067 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:1.81 +2026-01-08 13:32:53 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:56.40 total_reward_ma:40.72 loss:-0.02338 fps:1575 +frame:1.69e+06 wall_t:1073 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:1.925 +2026-01-08 13:32:59 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:57.20 total_reward_ma:40.93 loss:-0.02765 fps:1576 +frame:1.70e+06 wall_t:1079 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:2.108 +2026-01-08 13:33:05 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:57.10 total_reward_ma:41.15 loss:-0.02515 fps:1576 +frame:1.71e+06 wall_t:1085 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:2.025 +2026-01-08 13:33:11 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:55.00 total_reward_ma:41.37 loss:-0.02707 fps:1575 +frame:1.72e+06 wall_t:1092 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:2.016 +2026-01-08 13:33:18 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:54.50 total_reward_ma:41.59 loss:-0.02727 fps:1576 +frame:1.73e+06 wall_t:1098 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:2.106 +2026-01-08 13:33:24 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:56.20 total_reward_ma:41.83 loss:-0.02416 fps:1576 +frame:1.74e+06 wall_t:1104 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:1.95 +2026-01-08 13:33:30 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:56.70 total_reward_ma:42.08 loss:-0.0258 fps:1575 +frame:1.75e+06 wall_t:1111 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:1.923 +2026-01-08 13:33:36 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:57.40 total_reward_ma:42.34 loss:-0.02353 fps:1576 +frame:1.76e+06 wall_t:1117 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:2.022 +2026-01-08 13:33:43 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:59.40 total_reward_ma:42.62 loss:-0.02589 fps:1576 +frame:1.77e+06 wall_t:1123 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:2.052 +2026-01-08 13:33:49 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:61.90 total_reward_ma:42.92 loss:-0.02682 fps:1577 +frame:1.78e+06 wall_t:1129 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:2.038 +2026-01-08 13:33:55 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:64.20 total_reward_ma:43.23 loss:-0.02482 fps:1576 +frame:1.79e+06 wall_t:1136 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:1.923 +2026-01-08 13:34:01 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:65.70 total_reward_ma:43.56 loss:-0.02349 fps:1576 +frame:1.80e+06 wall_t:1142 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:1.903 +2026-01-08 13:34:07 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:66.20 total_reward_ma:43.90 loss:-0.02494 fps:1577 +frame:1.81e+06 wall_t:1148 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:2.03 +2026-01-08 13:34:13 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:65.50 total_reward_ma:44.22 loss:-0.02708 fps:1577 +frame:1.82e+06 wall_t:1154 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:1.977 +2026-01-08 13:34:20 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:64.70 total_reward_ma:44.52 loss:-0.02414 fps:1578 +frame:1.83e+06 wall_t:1160 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:2.059 +2026-01-08 13:34:26 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:64.40 total_reward_ma:44.82 loss:-0.02304 fps:1578 +frame:1.84e+06 wall_t:1166 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:1.967 +2026-01-08 13:34:32 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:65.20 total_reward_ma:45.13 loss:-0.02496 fps:1577 +frame:1.85e+06 wall_t:1173 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:2.065 +2026-01-08 13:34:38 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:64.80 total_reward_ma:45.40 loss:-0.02377 fps:1578 +frame:1.86e+06 wall_t:1179 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:1.992 +2026-01-08 13:34:45 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:65.60 total_reward_ma:45.68 loss:-0.02006 fps:1578 +frame:1.87e+06 wall_t:1185 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:1.889 +2026-01-08 13:34:51 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:66.50 total_reward_ma:45.97 loss:-0.02563 fps:1579 +frame:1.88e+06 wall_t:1191 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:1.877 +2026-01-08 13:34:57 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:66.40 total_reward_ma:46.26 loss:-0.02469 fps:1579 +frame:1.89e+06 wall_t:1197 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:1.92 +2026-01-08 13:35:03 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:64.20 total_reward_ma:46.50 loss:-0.02654 fps:1578 +frame:1.90e+06 wall_t:1204 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:1.963 +2026-01-08 13:35:10 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:65.20 total_reward_ma:46.79 loss:-0.02445 fps:1579 +frame:1.91e+06 wall_t:1210 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:1.915 +2026-01-08 13:35:16 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:66.80 total_reward_ma:47.10 loss:-0.02633 fps:1579 +frame:1.92e+06 wall_t:1216 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:2.016 +2026-01-08 13:35:22 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:65.20 total_reward_ma:47.41 loss:-0.0218 fps:1578 +frame:1.93e+06 wall_t:1223 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:2.029 +2026-01-08 13:35:29 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:66.00 total_reward_ma:47.73 loss:-0.02639 fps:1579 +frame:1.94e+06 wall_t:1229 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:2.035 +2026-01-08 13:35:35 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:64.60 total_reward_ma:48.04 loss:-0.02415 fps:1579 +frame:1.95e+06 wall_t:1235 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:1.904 +2026-01-08 13:35:41 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:64.30 total_reward_ma:48.33 loss:-0.02654 fps:1578 +frame:1.96e+06 wall_t:1242 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:1.954 +2026-01-08 13:35:47 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:64.20 total_reward_ma:48.60 loss:-0.02499 fps:1580 +frame:1.97e+06 wall_t:1247 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:1.908 +2026-01-08 13:35:53 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:64.50 total_reward_ma:48.87 loss:-0.02471 fps:1579 +frame:1.98e+06 wall_t:1254 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:1.95 +2026-01-08 13:35:59 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:65.40 total_reward_ma:49.15 loss:-0.02363 fps:1579 +frame:1.99e+06 wall_t:1260 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:1.871 +2026-01-08 13:36:05 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:67.30 total_reward_ma:49.45 loss:-0.02414 fps:1580 +frame:2.00e+06 wall_t:1266 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:1.888 +2026-01-08 13:36:11 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:69.10 total_reward_ma:49.78 loss:-0.02036 fps:1580 +frame:2.01e+06 wall_t:1272 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:1.832 +2026-01-08 13:36:18 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:70.50 total_reward_ma:50.13 loss:-0.02153 fps:1581 +frame:2.02e+06 wall_t:1278 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:1.911 +2026-01-08 13:36:24 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:68.80 total_reward_ma:50.45 loss:-0.02326 fps:1580 +frame:2.03e+06 wall_t:1285 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:1.781 +2026-01-08 13:36:30 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:68.00 total_reward_ma:50.74 loss:-0.02219 fps:1580 +frame:2.04e+06 wall_t:1291 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:1.769 +2026-01-08 13:36:36 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:68.20 total_reward_ma:51.04 loss:-0.02513 fps:1581 +frame:2.05e+06 wall_t:1297 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:1.963 +2026-01-08 13:36:42 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:65.20 total_reward_ma:51.29 loss:-0.02283 fps:1581 +frame:2.06e+06 wall_t:1303 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:1.962 +2026-01-08 13:36:49 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:63.20 total_reward_ma:51.52 loss:-0.02288 fps:1581 +frame:2.07e+06 wall_t:1309 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:1.87 +2026-01-08 13:36:55 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:63.80 total_reward_ma:51.76 loss:-0.02517 fps:1581 +frame:2.08e+06 wall_t:1316 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:1.867 +2026-01-08 13:37:01 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:67.50 total_reward_ma:52.05 loss:-0.02569 fps:1581 +frame:2.09e+06 wall_t:1322 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:1.912 +2026-01-08 13:37:07 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:69.10 total_reward_ma:52.36 loss:-0.02343 fps:1581 +frame:2.10e+06 wall_t:1328 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:1.835 +2026-01-08 13:37:14 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:72.10 total_reward_ma:52.69 loss:-0.02165 fps:1582 +frame:2.11e+06 wall_t:1334 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:1.865 +2026-01-08 13:37:20 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:73.10 total_reward_ma:53.03 loss:-0.02328 fps:1581 +frame:2.12e+06 wall_t:1341 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:1.815 +2026-01-08 13:37:26 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:76.70 total_reward_ma:53.42 loss:-0.02385 fps:1581 +frame:2.13e+06 wall_t:1347 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:1.958 +2026-01-08 13:37:32 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:74.20 total_reward_ma:53.76 loss:-0.02732 fps:1582 +frame:2.14e+06 wall_t:1353 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:1.992 +2026-01-08 13:37:38 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:71.50 total_reward_ma:54.08 loss:-0.02898 fps:1582 +frame:2.15e+06 wall_t:1359 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:2.102 +2026-01-08 13:37:45 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:70.50 total_reward_ma:54.39 loss:-0.02555 fps:1582 +frame:2.16e+06 wall_t:1365 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:1.823 +2026-01-08 13:37:51 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:69.90 total_reward_ma:54.69 loss:-0.02765 fps:1583 +frame:2.17e+06 wall_t:1371 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:2.114 +2026-01-08 13:37:57 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:69.60 total_reward_ma:54.99 loss:-0.02503 fps:1583 +frame:2.18e+06 wall_t:1377 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:1.955 +2026-01-08 13:38:03 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:71.70 total_reward_ma:55.32 loss:-0.02457 fps:1582 +frame:2.19e+06 wall_t:1384 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:1.912 +2026-01-08 13:38:10 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:75.20 total_reward_ma:55.70 loss:-0.02194 fps:1583 +frame:2.20e+06 wall_t:1390 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:1.861 +2026-01-08 13:38:16 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:76.70 total_reward_ma:56.09 loss:-0.02212 fps:1582 +frame:2.21e+06 wall_t:1397 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:1.856 +2026-01-08 13:38:22 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:76.70 total_reward_ma:56.48 loss:-0.02316 fps:1583 +frame:2.22e+06 wall_t:1402 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:1.879 +2026-01-08 13:38:28 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:79.30 total_reward_ma:56.86 loss:-0.02369 fps:1583 +frame:2.23e+06 wall_t:1409 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:2.001 +2026-01-08 13:38:34 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:77.00 total_reward_ma:57.22 loss:-0.02062 fps:1583 +frame:2.24e+06 wall_t:1415 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:1.812 +2026-01-08 13:38:41 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:76.40 total_reward_ma:57.58 loss:-0.02419 fps:1583 +frame:2.25e+06 wall_t:1421 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:1.963 +2026-01-08 13:38:47 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:76.30 total_reward_ma:57.94 loss:-0.02478 fps:1583 +frame:2.26e+06 wall_t:1428 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:1.995 +2026-01-08 13:38:54 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:75.90 total_reward_ma:58.29 loss:-0.02123 fps:1583 +frame:2.27e+06 wall_t:1434 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:1.802 +2026-01-08 13:39:00 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:77.70 total_reward_ma:58.67 loss:-0.02247 fps:1582 +frame:2.28e+06 wall_t:1441 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:1.76 +2026-01-08 13:39:06 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:79.60 total_reward_ma:59.06 loss:-0.02149 fps:1583 +frame:2.29e+06 wall_t:1447 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:1.73 +2026-01-08 13:39:13 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:81.20 total_reward_ma:59.45 loss:-0.02029 fps:1582 +frame:2.30e+06 wall_t:1454 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:1.841 +2026-01-08 13:39:19 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:83.00 total_reward_ma:59.86 loss:-0.02231 fps:1583 +frame:2.31e+06 wall_t:1459 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:1.752 +2026-01-08 13:39:25 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:84.10 total_reward_ma:60.25 loss:-0.02314 fps:1583 +frame:2.32e+06 wall_t:1466 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:1.899 +2026-01-08 13:39:31 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:84.20 total_reward_ma:60.66 loss:-0.02498 fps:1583 +frame:2.33e+06 wall_t:1472 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:1.801 +2026-01-08 13:39:38 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:84.70 total_reward_ma:61.08 loss:-0.0227 fps:1583 +frame:2.34e+06 wall_t:1478 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:1.879 +2026-01-08 13:39:44 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:85.90 total_reward_ma:61.52 loss:-0.02355 fps:1582 +frame:2.35e+06 wall_t:1485 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:1.993 +2026-01-08 13:39:51 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:85.90 total_reward_ma:61.97 loss:-0.02309 fps:1583 +frame:2.36e+06 wall_t:1491 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:1.856 +2026-01-08 13:39:57 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:83.60 total_reward_ma:62.40 loss:-0.02494 fps:1582 +frame:2.37e+06 wall_t:1498 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:1.93 +2026-01-08 13:40:04 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:81.20 total_reward_ma:62.81 loss:-0.02363 fps:1582 +frame:2.38e+06 wall_t:1504 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:1.935 +2026-01-08 13:40:09 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:80.90 total_reward_ma:63.21 loss:-0.02597 fps:1583 +frame:2.39e+06 wall_t:1510 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:1.915 +2026-01-08 13:40:16 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:82.00 total_reward_ma:63.62 loss:-0.02364 fps:1583 +frame:2.40e+06 wall_t:1516 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:1.729 +2026-01-08 13:40:22 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:78.80 total_reward_ma:64.00 loss:-0.02457 fps:1582 +frame:2.41e+06 wall_t:1523 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:1.931 +2026-01-08 13:40:28 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:78.80 total_reward_ma:64.37 loss:-0.02516 fps:1583 +frame:2.42e+06 wall_t:1529 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:1.981 +2026-01-08 13:40:35 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:79.20 total_reward_ma:64.75 loss:-0.02358 fps:1583 +frame:2.43e+06 wall_t:1535 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:1.848 +2026-01-08 13:40:41 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:81.60 total_reward_ma:65.15 loss:-0.02274 fps:1582 +frame:2.44e+06 wall_t:1542 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:1.727 +2026-01-08 13:40:47 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:79.20 total_reward_ma:65.53 loss:-0.02247 fps:1583 +frame:2.45e+06 wall_t:1548 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:1.726 +2026-01-08 13:40:54 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:83.30 total_reward_ma:65.93 loss:-0.0204 fps:1583 +frame:2.46e+06 wall_t:1554 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:1.799 +2026-01-08 13:41:00 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:85.20 total_reward_ma:66.35 loss:-0.02571 fps:1583 +frame:2.47e+06 wall_t:1560 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:1.954 +2026-01-08 13:41:06 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:85.10 total_reward_ma:66.76 loss:-0.02139 fps:1584 +frame:2.48e+06 wall_t:1566 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:1.875 +2026-01-08 13:41:12 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:89.00 total_reward_ma:67.19 loss:-0.01831 fps:1583 +frame:2.49e+06 wall_t:1573 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:1.816 +2026-01-08 13:41:19 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:91.10 total_reward_ma:67.62 loss:-0.02123 fps:1583 +frame:2.50e+06 wall_t:1579 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:1.865 +2026-01-08 13:41:25 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:91.40 total_reward_ma:68.06 loss:-0.02155 fps:1583 +frame:2.51e+06 wall_t:1586 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:1.774 +2026-01-08 13:41:32 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:91.90 total_reward_ma:68.49 loss:-0.02207 fps:1583 +frame:2.52e+06 wall_t:1592 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:1.679 +2026-01-08 13:41:38 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:96.10 total_reward_ma:68.96 loss:-0.01937 fps:1582 +frame:2.53e+06 wall_t:1599 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:1.737 +2026-01-08 13:41:45 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:95.20 total_reward_ma:69.42 loss:-0.01975 fps:1583 +frame:2.54e+06 wall_t:1605 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:1.74 +2026-01-08 13:41:51 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:97.90 total_reward_ma:69.90 loss:-0.02102 fps:1582 +frame:2.55e+06 wall_t:1612 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:1.816 +2026-01-08 13:41:58 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:97.50 total_reward_ma:70.36 loss:-0.01896 fps:1582 +frame:2.56e+06 wall_t:1618 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:1.708 +2026-01-08 13:42:03 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:97.60 total_reward_ma:70.84 loss:-0.02267 fps:1583 +frame:2.57e+06 wall_t:1624 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:1.824 +2026-01-08 13:42:10 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:96.40 total_reward_ma:71.30 loss:-0.02544 fps:1582 +frame:2.58e+06 wall_t:1631 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:1.692 +2026-01-08 13:42:16 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:93.30 total_reward_ma:71.75 loss:-0.0212 fps:1582 +frame:2.59e+06 wall_t:1637 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:1.776 +2026-01-08 13:42:23 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:95.70 total_reward_ma:72.21 loss:-0.02087 fps:1582 +frame:2.60e+06 wall_t:1643 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:1.781 +2026-01-08 13:42:29 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:93.80 total_reward_ma:72.66 loss:-0.02198 fps:1583 +frame:2.61e+06 wall_t:1649 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:1.93 +2026-01-08 13:42:35 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:90.80 total_reward_ma:73.06 loss:-0.01914 fps:1583 +frame:2.62e+06 wall_t:1655 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:1.743 +2026-01-08 13:42:41 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:87.20 total_reward_ma:73.42 loss:-0.02272 fps:1583 +frame:2.63e+06 wall_t:1661 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:1.638 +2026-01-08 13:42:47 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:86.50 total_reward_ma:73.76 loss:-0.02505 fps:1583 +frame:2.64e+06 wall_t:1668 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:1.618 +2026-01-08 13:42:53 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:84.20 total_reward_ma:74.08 loss:-0.02342 fps:1583 +frame:2.65e+06 wall_t:1674 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:1.82 +2026-01-08 13:42:59 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:84.60 total_reward_ma:74.38 loss:-0.02187 fps:1583 +frame:2.66e+06 wall_t:1680 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:1.799 +2026-01-08 13:43:06 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:86.00 total_reward_ma:74.71 loss:-0.01911 fps:1584 +frame:2.67e+06 wall_t:1686 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:1.588 +2026-01-08 13:43:12 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:90.80 total_reward_ma:75.07 loss:-0.01983 fps:1583 +frame:2.68e+06 wall_t:1693 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:1.691 +2026-01-08 13:43:18 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:90.40 total_reward_ma:75.41 loss:-0.02084 fps:1583 +frame:2.69e+06 wall_t:1699 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:1.611 +2026-01-08 13:43:25 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:94.50 total_reward_ma:75.78 loss:-0.01767 fps:1583 +frame:2.70e+06 wall_t:1706 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:1.744 +2026-01-08 13:43:32 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:94.30 total_reward_ma:76.16 loss:-0.01787 fps:1583 +frame:2.71e+06 wall_t:1712 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:1.585 +2026-01-08 13:43:38 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:96.90 total_reward_ma:76.57 loss:-0.02137 fps:1583 +frame:2.72e+06 wall_t:1718 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:1.71 +2026-01-08 13:43:44 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:95.40 total_reward_ma:76.98 loss:-0.01737 fps:1583 +frame:2.73e+06 wall_t:1725 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:1.735 +2026-01-08 13:43:50 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:96.20 total_reward_ma:77.38 loss:-0.0159 fps:1584 +frame:2.74e+06 wall_t:1730 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:1.391 +2026-01-08 13:43:56 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:98.30 total_reward_ma:77.80 loss:-0.0177 fps:1584 +frame:2.75e+06 wall_t:1736 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:1.546 +2026-01-08 13:44:02 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:99.60 total_reward_ma:78.22 loss:-0.01541 fps:1584 +frame:2.76e+06 wall_t:1742 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:1.595 +2026-01-08 13:44:08 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:102.40 total_reward_ma:78.65 loss:-0.02011 fps:1585 +frame:2.77e+06 wall_t:1748 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:1.61 +2026-01-08 13:44:14 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:103.90 total_reward_ma:79.07 loss:-0.01656 fps:1585 +frame:2.78e+06 wall_t:1754 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:1.539 +2026-01-08 13:44:20 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:104.80 total_reward_ma:79.48 loss:-0.01768 fps:1584 +frame:2.79e+06 wall_t:1761 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:1.475 +2026-01-08 13:44:26 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:106.40 total_reward_ma:79.88 loss:-0.01483 fps:1585 +frame:2.80e+06 wall_t:1767 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:1.649 +2026-01-08 13:44:32 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:108.70 total_reward_ma:80.31 loss:-0.01504 fps:1585 +frame:2.81e+06 wall_t:1773 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:1.547 +2026-01-08 13:44:38 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:105.10 total_reward_ma:80.71 loss:-0.01583 fps:1585 +frame:2.82e+06 wall_t:1779 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:1.635 +2026-01-08 13:44:45 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:103.00 total_reward_ma:81.09 loss:-0.01533 fps:1585 +frame:2.83e+06 wall_t:1785 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:1.603 +2026-01-08 13:44:51 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:103.20 total_reward_ma:81.48 loss:-0.01909 fps:1585 +frame:2.84e+06 wall_t:1792 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:1.648 +2026-01-08 13:44:57 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:103.00 total_reward_ma:81.86 loss:-0.01546 fps:1585 +frame:2.85e+06 wall_t:1798 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:1.559 +2026-01-08 13:45:04 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:102.50 total_reward_ma:82.23 loss:-0.01255 fps:1585 +frame:2.86e+06 wall_t:1804 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:1.441 +2026-01-08 13:45:11 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:103.30 total_reward_ma:82.61 loss:-0.01401 fps:1585 +frame:2.87e+06 wall_t:1811 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:1.597 +2026-01-08 13:45:17 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:105.70 total_reward_ma:83.00 loss:-0.01643 fps:1585 +frame:2.88e+06 wall_t:1817 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:1.748 +2026-01-08 13:45:23 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:104.60 total_reward_ma:83.38 loss:-0.01339 fps:1585 +frame:2.89e+06 wall_t:1823 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:1.475 +2026-01-08 13:45:29 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:107.10 total_reward_ma:83.81 loss:-0.01635 fps:1585 +frame:2.90e+06 wall_t:1830 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:1.51 +2026-01-08 13:45:35 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:106.20 total_reward_ma:84.22 loss:-0.01975 fps:1586 +frame:2.91e+06 wall_t:1835 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:1.576 +2026-01-08 13:45:41 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:110.00 total_reward_ma:84.65 loss:-0.0184 fps:1586 +frame:2.92e+06 wall_t:1841 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:1.485 +2026-01-08 13:45:47 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:110.60 total_reward_ma:85.11 loss:-0.01671 fps:1586 +frame:2.93e+06 wall_t:1847 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:1.538 +2026-01-08 13:45:53 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:112.00 total_reward_ma:85.57 loss:-0.01457 fps:1586 +frame:2.94e+06 wall_t:1854 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:1.436 +2026-01-08 13:45:59 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:108.10 total_reward_ma:86.00 loss:-0.01512 fps:1586 +frame:2.95e+06 wall_t:1860 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:1.51 +2026-01-08 13:46:06 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:110.50 total_reward_ma:86.46 loss:-0.01748 fps:1585 +frame:2.96e+06 wall_t:1867 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:1.702 +2026-01-08 13:46:12 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:111.30 total_reward_ma:86.94 loss:-0.01539 fps:1586 +frame:2.97e+06 wall_t:1873 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:1.506 +2026-01-08 13:46:19 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:111.10 total_reward_ma:87.40 loss:-0.01481 fps:1585 +frame:2.98e+06 wall_t:1880 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:1.659 +2026-01-08 13:46:25 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:112.80 total_reward_ma:87.88 loss:-0.01555 fps:1585 +frame:2.99e+06 wall_t:1886 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:1.488 +2026-01-08 13:46:31 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:114.00 total_reward_ma:88.34 loss:-0.01751 fps:1586 +frame:3.00e+06 wall_t:1892 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:1.576 +2026-01-08 13:46:38 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:118.40 total_reward_ma:88.84 loss:-0.02351 fps:1585 +frame:3.01e+06 wall_t:1899 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:1.676 +2026-01-08 13:46:44 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:119.20 total_reward_ma:89.32 loss:-0.01641 fps:1585 +frame:3.02e+06 wall_t:1905 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:1.533 +2026-01-08 13:46:51 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:120.80 total_reward_ma:89.84 loss:-0.01262 fps:1586 +frame:3.03e+06 wall_t:1911 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:1.419 +2026-01-08 13:46:57 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:121.80 total_reward_ma:90.38 loss:-0.01309 fps:1585 +frame:3.04e+06 wall_t:1918 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:1.459 +2026-01-08 13:47:03 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:120.70 total_reward_ma:90.91 loss:-0.009603 fps:1585 +frame:3.05e+06 wall_t:1924 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:1.327 +2026-01-08 13:47:10 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:118.60 total_reward_ma:91.44 loss:-0.01581 fps:1585 +frame:3.06e+06 wall_t:1930 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:1.548 +2026-01-08 13:47:16 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:117.80 total_reward_ma:91.99 loss:-0.01353 fps:1585 +frame:3.07e+06 wall_t:1937 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:1.519 +2026-01-08 13:47:22 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:117.40 total_reward_ma:92.52 loss:-0.01558 fps:1586 +frame:3.08e+06 wall_t:1942 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:1.361 +2026-01-08 13:47:28 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:115.10 total_reward_ma:93.00 loss:-0.01529 fps:1585 +frame:3.09e+06 wall_t:1949 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:1.3 +2026-01-08 13:47:35 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:112.70 total_reward_ma:93.43 loss:-0.01364 fps:1586 +frame:3.10e+06 wall_t:1955 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:1.453 +2026-01-08 13:47:41 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:115.30 total_reward_ma:93.87 loss:-0.01461 fps:1585 +frame:3.11e+06 wall_t:1962 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:1.511 +2026-01-08 13:47:48 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:114.00 total_reward_ma:94.28 loss:-0.01723 fps:1585 +frame:3.12e+06 wall_t:1968 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:1.633 +2026-01-08 13:47:54 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:112.40 total_reward_ma:94.63 loss:-0.01639 fps:1585 +frame:3.13e+06 wall_t:1975 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:1.623 +2026-01-08 13:48:00 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:115.50 total_reward_ma:95.05 loss:-0.01399 fps:1585 +frame:3.14e+06 wall_t:1981 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:1.375 +2026-01-08 13:48:06 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:116.70 total_reward_ma:95.50 loss:-0.01175 fps:1586 +frame:3.15e+06 wall_t:1986 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:1.252 +2026-01-08 13:48:11 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:117.70 total_reward_ma:95.97 loss:-0.01591 fps:1586 +frame:3.16e+06 wall_t:1992 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:1.485 +2026-01-08 13:48:18 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:118.30 total_reward_ma:96.45 loss:-0.01205 fps:1587 +frame:3.17e+06 wall_t:1998 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:1.369 +2026-01-08 13:48:24 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:121.20 total_reward_ma:96.97 loss:-0.01055 fps:1587 +frame:3.18e+06 wall_t:2004 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:1.356 +2026-01-08 13:48:30 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:123.20 total_reward_ma:97.48 loss:-0.01063 fps:1587 +frame:3.19e+06 wall_t:2010 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:1.245 +2026-01-08 13:48:36 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:124.20 total_reward_ma:97.97 loss:-0.01107 fps:1587 +frame:3.20e+06 wall_t:2016 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:1.363 +2026-01-08 13:48:42 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:122.60 total_reward_ma:98.43 loss:-0.01469 fps:1588 +frame:3.21e+06 wall_t:2022 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:1.403 +2026-01-08 13:48:48 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:124.80 total_reward_ma:98.91 loss:-0.01247 fps:1588 +frame:3.22e+06 wall_t:2028 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:1.515 +2026-01-08 13:48:54 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:123.40 total_reward_ma:99.36 loss:-0.01485 fps:1588 +frame:3.23e+06 wall_t:2034 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:1.383 +2026-01-08 13:49:00 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:122.60 total_reward_ma:99.81 loss:-0.01064 fps:1588 +frame:3.24e+06 wall_t:2040 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:1.444 +2026-01-08 13:49:05 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:122.70 total_reward_ma:100.27 loss:-0.01335 fps:1588 +frame:3.25e+06 wall_t:2046 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:1.397 +2026-01-08 13:49:12 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:122.40 total_reward_ma:100.74 loss:-0.009056 fps:1589 +frame:3.26e+06 wall_t:2052 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:1.298 +2026-01-08 13:49:18 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:123.30 total_reward_ma:101.21 loss:-0.008658 fps:1589 +frame:3.27e+06 wall_t:2058 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:1.255 +2026-01-08 13:49:24 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:124.90 total_reward_ma:101.68 loss:-0.00455 fps:1589 +frame:3.28e+06 wall_t:2064 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:1.406 +2026-01-08 13:49:30 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:127.10 total_reward_ma:102.16 loss:-0.009666 fps:1589 +frame:3.29e+06 wall_t:2070 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:1.394 +2026-01-08 13:49:36 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:128.90 total_reward_ma:102.63 loss:-0.0135 fps:1590 +frame:3.30e+06 wall_t:2076 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:1.357 +2026-01-08 13:49:42 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:128.70 total_reward_ma:103.09 loss:-0.01763 fps:1589 +frame:3.31e+06 wall_t:2083 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:1.668 +2026-01-08 13:49:48 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:130.60 total_reward_ma:103.55 loss:-0.01609 fps:1589 +frame:3.32e+06 wall_t:2089 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:1.435 +2026-01-08 13:49:54 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:130.70 total_reward_ma:104.02 loss:-0.01655 fps:1590 +frame:3.33e+06 wall_t:2094 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:1.567 +2026-01-08 13:50:00 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:126.30 total_reward_ma:104.44 loss:-0.01701 fps:1590 +frame:3.34e+06 wall_t:2100 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:1.592 +2026-01-08 13:50:06 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:126.10 total_reward_ma:104.84 loss:-0.01649 fps:1590 +frame:3.35e+06 wall_t:2107 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:1.5 +2026-01-08 13:50:12 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:124.20 total_reward_ma:105.22 loss:-0.01185 fps:1590 +frame:3.36e+06 wall_t:2113 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:1.343 +2026-01-08 13:50:18 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:123.90 total_reward_ma:105.62 loss:-0.01737 fps:1590 +frame:3.37e+06 wall_t:2119 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:1.494 +2026-01-08 13:50:24 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:121.50 total_reward_ma:106.03 loss:-0.00837 fps:1591 +frame:3.38e+06 wall_t:2125 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:1.323 +2026-01-08 13:50:30 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:124.90 total_reward_ma:106.47 loss:-0.01304 fps:1591 +frame:3.39e+06 wall_t:2131 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:1.36 +2026-01-08 13:50:36 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:125.30 total_reward_ma:106.90 loss:-0.01307 fps:1591 +frame:3.40e+06 wall_t:2137 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:1.397 +2026-01-08 13:50:42 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:128.90 total_reward_ma:107.40 loss:-0.01597 fps:1591 +frame:3.41e+06 wall_t:2143 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:1.479 +2026-01-08 13:50:48 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:130.00 total_reward_ma:107.91 loss:-0.01626 fps:1591 +frame:3.42e+06 wall_t:2149 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:1.494 +2026-01-08 13:50:54 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:129.10 total_reward_ma:108.41 loss:-0.01144 fps:1592 +frame:3.43e+06 wall_t:2155 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:1.599 +2026-01-08 13:51:00 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:127.00 total_reward_ma:108.87 loss:-0.01328 fps:1592 +frame:3.44e+06 wall_t:2161 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:1.343 +2026-01-08 13:51:06 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:125.70 total_reward_ma:109.33 loss:-0.01211 fps:1592 +frame:3.45e+06 wall_t:2167 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:1.377 +2026-01-08 13:51:12 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:124.20 total_reward_ma:109.74 loss:-0.01299 fps:1592 +frame:3.46e+06 wall_t:2173 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:1.262 +2026-01-08 13:51:18 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:122.30 total_reward_ma:110.11 loss:-0.01416 fps:1593 +frame:3.47e+06 wall_t:2178 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:1.344 +2026-01-08 13:51:24 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:122.10 total_reward_ma:110.48 loss:-0.009018 fps:1593 +frame:3.48e+06 wall_t:2184 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:1.343 +2026-01-08 13:51:30 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:122.50 total_reward_ma:110.82 loss:-0.01299 fps:1594 +frame:3.49e+06 wall_t:2190 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:1.451 +2026-01-08 13:51:35 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:127.40 total_reward_ma:111.18 loss:-0.009517 fps:1594 +frame:3.50e+06 wall_t:2196 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:1.298 +2026-01-08 13:51:41 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:131.20 total_reward_ma:111.58 loss:-0.01267 fps:1594 +frame:3.51e+06 wall_t:2202 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:1.39 +2026-01-08 13:51:47 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:133.20 total_reward_ma:111.99 loss:-0.01043 fps:1594 +frame:3.52e+06 wall_t:2208 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:1.322 +2026-01-08 13:51:54 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:135.50 total_reward_ma:112.38 loss:-0.009753 fps:1594 +frame:3.53e+06 wall_t:2214 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:1.355 +2026-01-08 13:52:00 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:137.60 total_reward_ma:112.81 loss:-0.01389 fps:1595 +frame:3.54e+06 wall_t:2220 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:1.374 +2026-01-08 13:52:06 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:143.00 total_reward_ma:113.26 loss:-0.01353 fps:1595 +frame:3.55e+06 wall_t:2226 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:1.427 +2026-01-08 13:52:12 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:144.70 total_reward_ma:113.73 loss:-0.01132 fps:1595 +frame:3.56e+06 wall_t:2232 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:1.448 +2026-01-08 13:52:18 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:142.70 total_reward_ma:114.18 loss:-0.01229 fps:1595 +frame:3.57e+06 wall_t:2238 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:1.296 +2026-01-08 13:52:24 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:143.00 total_reward_ma:114.65 loss:-0.009367 fps:1595 +frame:3.58e+06 wall_t:2245 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:1.252 +2026-01-08 13:52:30 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:143.40 total_reward_ma:115.15 loss:-0.01292 fps:1596 +frame:3.59e+06 wall_t:2250 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:1.351 +2026-01-08 13:52:36 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:142.70 total_reward_ma:115.62 loss:-0.01658 fps:1596 +frame:3.60e+06 wall_t:2256 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:1.551 +2026-01-08 13:52:42 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:143.90 total_reward_ma:116.12 loss:-0.007714 fps:1596 +frame:3.61e+06 wall_t:2262 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:1.376 +2026-01-08 13:52:47 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:143.40 total_reward_ma:116.65 loss:-0.009309 fps:1596 +frame:3.62e+06 wall_t:2268 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:1.286 +2026-01-08 13:52:53 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:145.30 total_reward_ma:117.23 loss:-0.006572 fps:1596 +frame:3.63e+06 wall_t:2274 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:1.495 +2026-01-08 13:52:59 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:145.70 total_reward_ma:117.82 loss:-0.01739 fps:1596 +frame:3.64e+06 wall_t:2280 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:1.581 +2026-01-08 13:53:05 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:147.00 total_reward_ma:118.45 loss:-0.01265 fps:1597 +frame:3.65e+06 wall_t:2286 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:1.505 +2026-01-08 13:53:11 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:147.30 total_reward_ma:119.07 loss:-0.01256 fps:1597 +frame:3.66e+06 wall_t:2292 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:1.438 +2026-01-08 13:53:17 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:147.40 total_reward_ma:119.69 loss:-0.008829 fps:1597 +frame:3.67e+06 wall_t:2298 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:1.371 +2026-01-08 13:53:23 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:150.40 total_reward_ma:120.28 loss:-0.009191 fps:1597 +frame:3.68e+06 wall_t:2304 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:1.461 +2026-01-08 13:53:29 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:150.80 total_reward_ma:120.89 loss:-0.005502 fps:1597 +frame:3.69e+06 wall_t:2310 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:1.286 +2026-01-08 13:53:35 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:150.60 total_reward_ma:121.45 loss:-0.01246 fps:1598 +frame:3.70e+06 wall_t:2316 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:1.482 +2026-01-08 13:53:41 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:151.50 total_reward_ma:122.02 loss:-0.01291 fps:1598 +frame:3.71e+06 wall_t:2322 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:1.569 +2026-01-08 13:53:47 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:149.80 total_reward_ma:122.55 loss:-0.01598 fps:1598 +frame:3.72e+06 wall_t:2328 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:1.59 +2026-01-08 13:53:53 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:149.30 total_reward_ma:123.09 loss:-0.008418 fps:1598 +frame:3.73e+06 wall_t:2334 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:1.2 +2026-01-08 13:53:59 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:149.10 total_reward_ma:123.62 loss:-0.01046 fps:1598 +frame:3.74e+06 wall_t:2340 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:1.322 +2026-01-08 13:54:06 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:147.10 total_reward_ma:124.11 loss:-0.005546 fps:1598 +frame:3.75e+06 wall_t:2346 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:1.157 +2026-01-08 13:54:11 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:149.90 total_reward_ma:124.61 loss:-0.009425 fps:1599 +frame:3.76e+06 wall_t:2352 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:1.104 +2026-01-08 13:54:17 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:151.70 total_reward_ma:125.10 loss:-0.00897 fps:1599 +frame:3.77e+06 wall_t:2358 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:1.334 +2026-01-08 13:54:23 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:152.70 total_reward_ma:125.59 loss:-0.00868 fps:1599 +frame:3.78e+06 wall_t:2364 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:1.474 +2026-01-08 13:54:29 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:150.50 total_reward_ma:126.05 loss:-0.008847 fps:1599 +frame:3.79e+06 wall_t:2370 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:1.257 +2026-01-08 13:54:36 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:152.90 total_reward_ma:126.51 loss:-0.01066 fps:1599 +frame:3.80e+06 wall_t:2376 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:1.387 +2026-01-08 13:54:42 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:155.50 total_reward_ma:126.98 loss:-0.0106 fps:1599 +frame:3.81e+06 wall_t:2382 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:1.351 +2026-01-08 13:54:48 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:152.30 total_reward_ma:127.45 loss:-0.01092 fps:1600 +frame:3.82e+06 wall_t:2388 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:1.44 +2026-01-08 13:54:54 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:150.40 total_reward_ma:127.93 loss:-0.006006 fps:1600 +frame:3.83e+06 wall_t:2394 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:1.256 +2026-01-08 13:55:00 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:150.50 total_reward_ma:128.40 loss:-0.009631 fps:1600 +frame:3.84e+06 wall_t:2400 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:1.448 +2026-01-08 13:55:06 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:150.80 total_reward_ma:128.88 loss:-0.01054 fps:1600 +frame:3.85e+06 wall_t:2406 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:1.292 +2026-01-08 13:55:12 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:149.20 total_reward_ma:129.34 loss:-0.008988 fps:1600 +frame:3.86e+06 wall_t:2412 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:1.248 +2026-01-08 13:55:18 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:151.00 total_reward_ma:129.82 loss:-0.006521 fps:1600 +frame:3.87e+06 wall_t:2418 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:1.302 +2026-01-08 13:55:24 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:151.60 total_reward_ma:130.28 loss:-0.01037 fps:1601 +frame:3.88e+06 wall_t:2424 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:1.304 +2026-01-08 13:55:30 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:156.00 total_reward_ma:130.79 loss:-0.01324 fps:1601 +frame:3.89e+06 wall_t:2430 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:1.435 +2026-01-08 13:55:36 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:152.50 total_reward_ma:131.25 loss:-0.01516 fps:1600 +frame:3.90e+06 wall_t:2437 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:1.378 +2026-01-08 13:55:42 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:154.10 total_reward_ma:131.73 loss:-0.00614 fps:1600 +frame:3.91e+06 wall_t:2443 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:1.208 +2026-01-08 13:55:48 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:156.20 total_reward_ma:132.19 loss:-0.01273 fps:1601 +frame:3.92e+06 wall_t:2449 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:1.417 +2026-01-08 13:55:54 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:155.10 total_reward_ma:132.63 loss:-0.01197 fps:1601 +frame:3.93e+06 wall_t:2454 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:1.588 +2026-01-08 13:56:00 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:155.80 total_reward_ma:133.07 loss:-0.01574 fps:1602 +frame:3.94e+06 wall_t:2460 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:1.484 +2026-01-08 13:56:06 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:155.80 total_reward_ma:133.55 loss:-0.01507 fps:1601 +frame:3.95e+06 wall_t:2467 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:1.365 +2026-01-08 13:56:12 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:164.40 total_reward_ma:134.09 loss:-0.01569 fps:1601 +frame:3.96e+06 wall_t:2473 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:1.378 +2026-01-08 13:56:18 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:163.10 total_reward_ma:134.61 loss:-0.01721 fps:1601 +frame:3.97e+06 wall_t:2479 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:1.677 +2026-01-08 13:56:24 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:164.10 total_reward_ma:135.14 loss:-0.0167 fps:1602 +frame:3.98e+06 wall_t:2485 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:1.369 +2026-01-08 13:56:31 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:163.60 total_reward_ma:135.64 loss:-0.009944 fps:1602 +frame:3.99e+06 wall_t:2491 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:1.347 +2026-01-08 13:56:37 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:167.20 total_reward_ma:136.18 loss:-0.01502 fps:1602 +frame:4.00e+06 wall_t:2497 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:1.353 +2026-01-08 13:56:43 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:164.60 total_reward_ma:136.64 loss:-0.006845 fps:1602 +frame:4.01e+06 wall_t:2503 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:1.112 +2026-01-08 13:56:48 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:169.50 total_reward_ma:137.14 loss:-0.01116 fps:1602 +frame:4.02e+06 wall_t:2509 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:1.183 +2026-01-08 13:56:54 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:174.60 total_reward_ma:137.68 loss:-0.008348 fps:1603 +frame:4.03e+06 wall_t:2514 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:1.14 +2026-01-08 13:56:59 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:184.20 total_reward_ma:138.30 loss:-0.007849 fps:1603 +frame:4.04e+06 wall_t:2520 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:0.9471 +2026-01-08 13:57:05 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:194.20 total_reward_ma:139.04 loss:-0.01167 fps:1603 +frame:4.05e+06 wall_t:2526 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:1.264 +2026-01-08 13:57:11 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:199.90 total_reward_ma:139.85 loss:-0.008004 fps:1603 +frame:4.06e+06 wall_t:2532 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:1.087 +2026-01-08 13:57:17 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:208.00 total_reward_ma:140.75 loss:-0.001008 fps:1604 +frame:4.07e+06 wall_t:2538 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:0.6549 +2026-01-08 13:57:23 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:222.10 total_reward_ma:141.80 loss:-0.005612 fps:1604 +frame:4.08e+06 wall_t:2544 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:0.8018 +2026-01-08 13:57:29 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:234.30 total_reward_ma:142.99 loss:-0.00574 fps:1604 +frame:4.09e+06 wall_t:2550 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:0.8944 +2026-01-08 13:57:35 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:248.10 total_reward_ma:144.35 loss:-0.003449 fps:1605 +frame:4.10e+06 wall_t:2555 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:0.9927 +2026-01-08 13:57:41 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:262.00 total_reward_ma:145.81 loss:-0.003874 fps:1605 +frame:4.11e+06 wall_t:2561 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:0.6673 +2026-01-08 13:57:47 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:280.30 total_reward_ma:147.48 loss:-0.005018 fps:1604 +frame:4.12e+06 wall_t:2568 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:0.7185 +2026-01-08 13:57:53 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:295.00 total_reward_ma:149.30 loss:-0.001036 fps:1605 +frame:4.13e+06 wall_t:2573 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:0.8426 +2026-01-08 13:57:59 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:310.50 total_reward_ma:151.25 loss:-0.007951 fps:1605 +frame:4.14e+06 wall_t:2579 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:0.5459 +2026-01-08 13:58:04 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:331.40 total_reward_ma:153.40 loss:-0.00292 fps:1605 +frame:4.15e+06 wall_t:2585 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:0.5784 +2026-01-08 13:58:10 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:350.60 total_reward_ma:155.73 loss:-0.001029 fps:1606 +frame:4.16e+06 wall_t:2591 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:0.5888 +2026-01-08 13:58:16 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:379.00 total_reward_ma:158.34 loss:0.001445 fps:1606 +frame:4.17e+06 wall_t:2596 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:0.549 +2026-01-08 13:58:22 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:412.00 total_reward_ma:161.24 loss:-0.001025 fps:1606 +frame:4.18e+06 wall_t:2602 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:0.4033 +2026-01-08 13:58:27 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:435.00 total_reward_ma:164.36 loss:-0.002179 fps:1607 +frame:4.19e+06 wall_t:2608 t:261875 epi:nan +opt_step:65440 lr:0.0001453 clip_eps:0.1 entropy:0.5018 +2026-01-08 13:58:33 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:457.90 total_reward_ma:167.70 loss:0.001402 fps:1607 +frame:4.20e+06 wall_t:2613 t:262500 epi:nan +opt_step:65600 lr:0.000145 clip_eps:0.1 entropy:0.5314 +2026-01-08 13:58:38 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:472.60 total_reward_ma:171.20 loss:-0.00405 fps:1607 +frame:4.21e+06 wall_t:2619 t:263125 epi:nan +opt_step:65760 lr:0.0001448 clip_eps:0.1 entropy:0.4767 +2026-01-08 13:58:44 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:496.80 total_reward_ma:174.92 loss:0.0001756 fps:1608 +frame:4.22e+06 wall_t:2625 t:263750 epi:nan +opt_step:65920 lr:0.0001445 clip_eps:0.1 entropy:0.7389 +2026-01-08 13:58:50 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:529.10 total_reward_ma:178.98 loss:0.001464 fps:1608 +frame:4.23e+06 wall_t:2630 t:264375 epi:nan +opt_step:66080 lr:0.0001443 clip_eps:0.1 entropy:0.558 +2026-01-08 13:58:56 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:542.50 total_reward_ma:183.17 loss:-0.004068 fps:1608 +frame:4.24e+06 wall_t:2636 t:265000 epi:nan +opt_step:66240 lr:0.000144 clip_eps:0.1 entropy:0.5792 +2026-01-08 13:59:01 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:556.30 total_reward_ma:187.51 loss:-0.000269 fps:1609 +frame:4.25e+06 wall_t:2642 t:265625 epi:nan +opt_step:66400 lr:0.0001438 clip_eps:0.1 entropy:0.9356 +2026-01-08 13:59:07 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:581.40 total_reward_ma:192.10 loss:-0.0008128 fps:1609 +frame:4.26e+06 wall_t:2648 t:266250 epi:nan +opt_step:66560 lr:0.0001435 clip_eps:0.1 entropy:0.5604 +2026-01-08 13:59:13 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:600.90 total_reward_ma:196.88 loss:-0.006792 fps:1609 +frame:4.27e+06 wall_t:2653 t:266875 epi:nan +opt_step:66688 lr:0.0001433 clip_eps:0.1 entropy:0.6457 +2026-01-08 13:59:18 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:608.00 total_reward_ma:201.71 loss:-0.007434 fps:1610 +frame:4.28e+06 wall_t:2659 t:267500 epi:nan +opt_step:66848 lr:0.000143 clip_eps:0.1 entropy:0.7952 +2026-01-08 13:59:24 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:634.30 total_reward_ma:206.78 loss:0.001517 fps:1610 +frame:4.29e+06 wall_t:2665 t:268125 epi:nan +opt_step:67008 lr:0.0001428 clip_eps:0.1 entropy:0.8476 +2026-01-08 13:59:30 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:651.30 total_reward_ma:212.00 loss:-0.006867 fps:1610 +frame:4.30e+06 wall_t:2671 t:268750 epi:nan +opt_step:67168 lr:0.0001425 clip_eps:0.1 entropy:0.7923 +2026-01-08 13:59:36 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:658.20 total_reward_ma:217.30 loss:-0.002614 fps:1610 +frame:4.31e+06 wall_t:2677 t:269375 epi:nan +opt_step:67328 lr:0.0001423 clip_eps:0.1 entropy:0.7132 +2026-01-08 13:59:42 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:674.30 total_reward_ma:222.74 loss:0.001177 fps:1610 +frame:4.32e+06 wall_t:2683 t:270000 epi:nan +opt_step:67488 lr:0.000142 clip_eps:0.1 entropy:0.7151 +2026-01-08 13:59:48 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:679.10 total_reward_ma:228.22 loss:-0.003227 fps:1610 +frame:4.33e+06 wall_t:2689 t:270625 epi:nan +opt_step:67648 lr:0.0001418 clip_eps:0.1 entropy:0.7051 +2026-01-08 13:59:54 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:681.50 total_reward_ma:233.77 loss:-0.006082 fps:1611 +frame:4.34e+06 wall_t:2694 t:271250 epi:nan +opt_step:67808 lr:0.0001415 clip_eps:0.1 entropy:0.8685 +2026-01-08 14:00:00 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:687.30 total_reward_ma:239.38 loss:-0.004281 fps:1611 +frame:4.35e+06 wall_t:2700 t:271875 epi:nan +opt_step:67968 lr:0.0001413 clip_eps:0.1 entropy:0.9341 +2026-01-08 14:00:05 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:692.70 total_reward_ma:245.07 loss:-0.007434 fps:1612 +frame:4.36e+06 wall_t:2705 t:272500 epi:nan +opt_step:68096 lr:0.000141 clip_eps:0.1 entropy:0.8388 +2026-01-08 14:00:10 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:691.70 total_reward_ma:250.75 loss:-0.004613 fps:1612 +frame:4.37e+06 wall_t:2711 t:273125 epi:nan +opt_step:68256 lr:0.0001408 clip_eps:0.1 entropy:0.8528 +2026-01-08 14:00:16 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:696.00 total_reward_ma:256.49 loss:-0.005729 fps:1612 +frame:4.38e+06 wall_t:2717 t:273750 epi:nan +opt_step:68416 lr:0.0001405 clip_eps:0.1 entropy:0.6843 +2026-01-08 14:00:22 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:695.40 total_reward_ma:262.20 loss:-0.004441 fps:1613 +frame:4.39e+06 wall_t:2722 t:274375 epi:nan +opt_step:68576 lr:0.0001403 clip_eps:0.1 entropy:0.7887 +2026-01-08 14:00:28 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:697.80 total_reward_ma:267.92 loss:-0.003151 fps:1613 +frame:4.40e+06 wall_t:2728 t:275000 epi:nan +opt_step:68736 lr:0.00014 clip_eps:0.1 entropy:0.8595 +2026-01-08 14:00:34 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:704.80 total_reward_ma:273.68 loss:-0.008026 fps:1613 +frame:4.41e+06 wall_t:2734 t:275625 epi:nan +opt_step:68896 lr:0.0001398 clip_eps:0.1 entropy:0.8239 +2026-01-08 14:00:39 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:712.10 total_reward_ma:279.50 loss:2.709e-05 fps:1613 +frame:4.42e+06 wall_t:2740 t:276250 epi:nan +opt_step:69056 lr:0.0001395 clip_eps:0.1 entropy:0.8249 +2026-01-08 14:00:45 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:718.60 total_reward_ma:285.40 loss:-0.005155 fps:1613 +frame:4.43e+06 wall_t:2746 t:276875 epi:nan +opt_step:69216 lr:0.0001393 clip_eps:0.1 entropy:0.8925 +2026-01-08 14:00:51 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:720.00 total_reward_ma:291.33 loss:-0.006919 fps:1614 +frame:4.44e+06 wall_t:2751 t:277500 epi:nan +opt_step:69344 lr:0.000139 clip_eps:0.1 entropy:1 +2026-01-08 14:00:56 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:720.30 total_reward_ma:297.27 loss:-0.00556 fps:1614 +frame:4.45e+06 wall_t:2757 t:278125 epi:nan +opt_step:69504 lr:0.0001388 clip_eps:0.1 entropy:0.8398 +2026-01-08 14:01:02 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:720.60 total_reward_ma:303.24 loss:-0.002006 fps:1615 +frame:4.46e+06 wall_t:2762 t:278750 epi:nan +opt_step:69664 lr:0.0001385 clip_eps:0.1 entropy:0.855 +2026-01-08 14:01:07 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:719.80 total_reward_ma:309.21 loss:-0.00615 fps:1615 +frame:4.47e+06 wall_t:2768 t:279375 epi:nan +opt_step:69824 lr:0.0001383 clip_eps:0.1 entropy:0.8917 +2026-01-08 14:01:13 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:723.50 total_reward_ma:315.23 loss:0.0005688 fps:1615 +frame:4.48e+06 wall_t:2774 t:280000 epi:nan +opt_step:69984 lr:0.000138 clip_eps:0.1 entropy:0.7746 +2026-01-08 14:01:19 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:731.60 total_reward_ma:321.32 loss:-0.006101 fps:1616 +frame:4.49e+06 wall_t:2779 t:280625 epi:nan +opt_step:70144 lr:0.0001378 clip_eps:0.1 entropy:0.9994 +2026-01-08 14:01:25 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:726.50 total_reward_ma:327.31 loss:-0.002551 fps:1616 +frame:4.50e+06 wall_t:2785 t:281250 epi:nan +opt_step:70304 lr:0.0001375 clip_eps:0.1 entropy:0.9776 +2026-01-08 14:01:30 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:721.60 total_reward_ma:333.21 loss:-0.005248 fps:1616 +frame:4.51e+06 wall_t:2791 t:281875 epi:nan +opt_step:70464 lr:0.0001373 clip_eps:0.1 entropy:0.8384 +2026-01-08 14:01:36 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:721.40 total_reward_ma:339.09 loss:-0.00309 fps:1616 +frame:4.52e+06 wall_t:2797 t:282500 epi:nan +opt_step:70624 lr:0.000137 clip_eps:0.1 entropy:0.9665 +2026-01-08 14:01:41 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:722.90 total_reward_ma:344.97 loss:-0.008087 fps:1617 +frame:4.53e+06 wall_t:2802 t:283125 epi:nan +opt_step:70752 lr:0.0001368 clip_eps:0.1 entropy:0.9411 +2026-01-08 14:01:47 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:722.70 total_reward_ma:350.82 loss:-0.005981 fps:1617 +frame:4.54e+06 wall_t:2808 t:283750 epi:nan +opt_step:70912 lr:0.0001365 clip_eps:0.1 entropy:0.9025 +2026-01-08 14:01:53 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:724.80 total_reward_ma:356.64 loss:-0.001391 fps:1617 +frame:4.55e+06 wall_t:2813 t:284375 epi:nan +opt_step:71072 lr:0.0001363 clip_eps:0.1 entropy:0.9213 +2026-01-08 14:01:59 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:729.70 total_reward_ma:362.49 loss:-0.002959 fps:1618 +frame:4.56e+06 wall_t:2819 t:285000 epi:nan +opt_step:71232 lr:0.000136 clip_eps:0.1 entropy:0.8337 +2026-01-08 14:02:04 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:733.20 total_reward_ma:368.39 loss:-0.00249 fps:1618 +frame:4.57e+06 wall_t:2825 t:285625 epi:nan +opt_step:71392 lr:0.0001358 clip_eps:0.1 entropy:0.9647 +2026-01-08 14:02:10 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:743.20 total_reward_ma:374.39 loss:-0.008208 fps:1618 +frame:4.58e+06 wall_t:2831 t:286250 epi:nan +opt_step:71552 lr:0.0001355 clip_eps:0.1 entropy:0.8287 +2026-01-08 14:02:16 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:741.20 total_reward_ma:380.37 loss:-0.003984 fps:1618 +frame:4.59e+06 wall_t:2836 t:286875 epi:nan +opt_step:71712 lr:0.0001353 clip_eps:0.1 entropy:0.805 +2026-01-08 14:02:22 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:740.30 total_reward_ma:386.35 loss:-0.006536 fps:1619 +frame:4.60e+06 wall_t:2842 t:287500 epi:nan +opt_step:71872 lr:0.000135 clip_eps:0.1 entropy:0.8653 +2026-01-08 14:02:27 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:737.70 total_reward_ma:392.29 loss:-0.01035 fps:1619 +frame:4.61e+06 wall_t:2848 t:288125 epi:nan +opt_step:72000 lr:0.0001348 clip_eps:0.1 entropy:1.139 +2026-01-08 14:02:33 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:743.50 total_reward_ma:398.29 loss:-0.01155 fps:1619 +frame:4.62e+06 wall_t:2854 t:288750 epi:nan +opt_step:72160 lr:0.0001345 clip_eps:0.1 entropy:0.8387 +2026-01-08 14:02:39 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:750.00 total_reward_ma:404.33 loss:-0.008553 fps:1619 +frame:4.63e+06 wall_t:2860 t:289375 epi:nan +opt_step:72320 lr:0.0001343 clip_eps:0.1 entropy:0.8474 +2026-01-08 14:02:45 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:758.80 total_reward_ma:410.46 loss:-0.007002 fps:1619 +frame:4.64e+06 wall_t:2866 t:290000 epi:nan +opt_step:72480 lr:0.000134 clip_eps:0.1 entropy:0.9924 +2026-01-08 14:02:51 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:759.30 total_reward_ma:416.59 loss:-0.009828 fps:1619 +frame:4.65e+06 wall_t:2872 t:290625 epi:nan +opt_step:72640 lr:0.0001338 clip_eps:0.1 entropy:0.834 +2026-01-08 14:02:57 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:762.20 total_reward_ma:422.74 loss:-0.005447 fps:1620 +frame:4.66e+06 wall_t:2877 t:291250 epi:nan +opt_step:72800 lr:0.0001335 clip_eps:0.1 entropy:0.907 +2026-01-08 14:03:03 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:766.20 total_reward_ma:428.92 loss:-0.006152 fps:1620 +frame:4.67e+06 wall_t:2883 t:291875 epi:nan +opt_step:72960 lr:0.0001333 clip_eps:0.1 entropy:0.9014 +2026-01-08 14:03:09 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:782.10 total_reward_ma:435.24 loss:-0.00979 fps:1620 +frame:4.68e+06 wall_t:2889 t:292500 epi:nan +opt_step:73120 lr:0.000133 clip_eps:0.1 entropy:0.8695 +2026-01-08 14:03:15 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:782.90 total_reward_ma:441.56 loss:-0.01028 fps:1620 +frame:4.69e+06 wall_t:2895 t:293125 epi:nan +opt_step:73280 lr:0.0001328 clip_eps:0.1 entropy:0.8845 +2026-01-08 14:03:20 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:791.10 total_reward_ma:447.97 loss:-0.007473 fps:1620 +frame:4.70e+06 wall_t:2901 t:293750 epi:nan +opt_step:73408 lr:0.0001325 clip_eps:0.1 entropy:0.969 +2026-01-08 14:03:26 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:804.30 total_reward_ma:454.50 loss:-0.002323 fps:1621 +frame:4.71e+06 wall_t:2906 t:294375 epi:nan +opt_step:73568 lr:0.0001323 clip_eps:0.1 entropy:0.9719 +2026-01-08 14:03:32 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:810.00 total_reward_ma:461.10 loss:-0.008718 fps:1620 +frame:4.72e+06 wall_t:2913 t:295000 epi:nan +opt_step:73728 lr:0.000132 clip_eps:0.1 entropy:0.8545 +2026-01-08 14:03:38 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:816.80 total_reward_ma:467.77 loss:-0.009758 fps:1621 +frame:4.73e+06 wall_t:2918 t:295625 epi:nan +opt_step:73888 lr:0.0001318 clip_eps:0.1 entropy:0.9367 +2026-01-08 14:03:44 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:828.80 total_reward_ma:474.57 loss:-0.006232 fps:1621 +frame:4.74e+06 wall_t:2924 t:296250 epi:nan +opt_step:74048 lr:0.0001315 clip_eps:0.1 entropy:0.8295 +2026-01-08 14:03:50 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:831.90 total_reward_ma:481.42 loss:-0.00509 fps:1621 +frame:4.75e+06 wall_t:2930 t:296875 epi:nan +opt_step:74208 lr:0.0001313 clip_eps:0.1 entropy:0.8962 +2026-01-08 14:03:56 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:838.10 total_reward_ma:488.30 loss:-0.004144 fps:1621 +frame:4.76e+06 wall_t:2936 t:297500 epi:nan +opt_step:74368 lr:0.000131 clip_eps:0.1 entropy:0.977 +2026-01-08 14:04:02 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:850.30 total_reward_ma:495.29 loss:-0.004041 fps:1621 +frame:4.77e+06 wall_t:2942 t:298125 epi:nan +opt_step:74528 lr:0.0001308 clip_eps:0.1 entropy:0.8448 +2026-01-08 14:04:07 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:851.40 total_reward_ma:502.27 loss:-0.004977 fps:1621 +frame:4.78e+06 wall_t:2948 t:298750 epi:nan +opt_step:74656 lr:0.0001306 clip_eps:0.1 entropy:0.8734 +2026-01-08 14:04:13 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:861.70 total_reward_ma:509.38 loss:-0.00181 fps:1622 +frame:4.79e+06 wall_t:2953 t:299375 epi:nan +opt_step:74816 lr:0.0001303 clip_eps:0.1 entropy:0.9532 +2026-01-08 14:04:19 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:873.60 total_reward_ma:516.59 loss:-0.004572 fps:1622 +frame:4.80e+06 wall_t:2959 t:300000 epi:nan +opt_step:74976 lr:0.00013 clip_eps:0.1 entropy:1.114 +2026-01-08 14:04:25 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:880.10 total_reward_ma:523.84 loss:-0.005761 fps:1622 +frame:4.81e+06 wall_t:2965 t:300625 epi:nan +opt_step:75136 lr:0.0001298 clip_eps:0.1 entropy:0.9327 +2026-01-08 14:04:30 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:888.10 total_reward_ma:531.20 loss:-0.007942 fps:1622 +frame:4.82e+06 wall_t:2971 t:301250 epi:nan +opt_step:75296 lr:0.0001295 clip_eps:0.1 entropy:0.9316 +2026-01-08 14:04:36 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:892.10 total_reward_ma:538.61 loss:0.0005027 fps:1622 +frame:4.83e+06 wall_t:2977 t:301875 epi:nan +opt_step:75456 lr:0.0001293 clip_eps:0.1 entropy:1.02 +2026-01-08 14:04:42 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:902.60 total_reward_ma:546.13 loss:-0.008923 fps:1623 +frame:4.84e+06 wall_t:2983 t:302500 epi:nan +opt_step:75616 lr:0.000129 clip_eps:0.1 entropy:1.001 +2026-01-08 14:04:48 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:909.30 total_reward_ma:553.72 loss:-0.007354 fps:1623 +frame:4.85e+06 wall_t:2988 t:303125 epi:nan +opt_step:75776 lr:0.0001288 clip_eps:0.1 entropy:0.9461 +2026-01-08 14:04:54 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:912.10 total_reward_ma:561.35 loss:-0.004894 fps:1623 +frame:4.86e+06 wall_t:2994 t:303750 epi:nan +opt_step:75936 lr:0.0001285 clip_eps:0.1 entropy:1.058 +2026-01-08 14:04:59 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:918.90 total_reward_ma:569.03 loss:0.004289 fps:1623 +frame:4.87e+06 wall_t:3000 t:304375 epi:nan +opt_step:76064 lr:0.0001283 clip_eps:0.1 entropy:0.9627 +2026-01-08 14:05:05 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:925.50 total_reward_ma:576.77 loss:-0.002559 fps:1623 +frame:4.88e+06 wall_t:3006 t:305000 epi:nan +opt_step:76224 lr:0.000128 clip_eps:0.1 entropy:0.9409 +2026-01-08 14:05:11 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:930.90 total_reward_ma:584.51 loss:0.001053 fps:1624 +frame:4.89e+06 wall_t:3012 t:305625 epi:nan +opt_step:76384 lr:0.0001278 clip_eps:0.1 entropy:1.055 +2026-01-08 14:05:17 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:938.30 total_reward_ma:592.37 loss:0.001137 fps:1624 +frame:4.90e+06 wall_t:3018 t:306250 epi:nan +opt_step:76544 lr:0.0001275 clip_eps:0.1 entropy:1.012 +2026-01-08 14:05:23 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:937.40 total_reward_ma:600.20 loss:-0.007678 fps:1624 +frame:4.91e+06 wall_t:3024 t:306875 epi:nan +opt_step:76704 lr:0.0001273 clip_eps:0.1 entropy:0.9115 +2026-01-08 14:05:29 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:948.60 total_reward_ma:608.13 loss:-0.00897 fps:1624 +frame:4.92e+06 wall_t:3030 t:307500 epi:nan +opt_step:76864 lr:0.000127 clip_eps:0.1 entropy:1.059 +2026-01-08 14:05:35 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:949.10 total_reward_ma:616.07 loss:-0.005003 fps:1624 +frame:4.93e+06 wall_t:3036 t:308125 epi:nan +opt_step:77024 lr:0.0001268 clip_eps:0.1 entropy:0.9859 +2026-01-08 14:05:41 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:954.40 total_reward_ma:624.05 loss:0.0009619 fps:1624 +frame:4.94e+06 wall_t:3042 t:308750 epi:nan +opt_step:77184 lr:0.0001265 clip_eps:0.1 entropy:0.8741 +2026-01-08 14:05:46 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:953.30 total_reward_ma:632.03 loss:-0.01039 fps:1625 +frame:4.95e+06 wall_t:3047 t:309375 epi:nan +opt_step:77312 lr:0.0001263 clip_eps:0.1 entropy:0.932 +2026-01-08 14:05:52 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:959.30 total_reward_ma:639.98 loss:-0.000782 fps:1625 +frame:4.96e+06 wall_t:3053 t:310000 epi:nan +opt_step:77472 lr:0.000126 clip_eps:0.1 entropy:0.9772 +2026-01-08 14:05:58 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:962.00 total_reward_ma:647.97 loss:-0.002637 fps:1625 +frame:4.97e+06 wall_t:3059 t:310625 epi:nan +opt_step:77632 lr:0.0001258 clip_eps:0.1 entropy:0.9454 +2026-01-08 14:06:04 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:960.80 total_reward_ma:655.93 loss:-0.001042 fps:1625 +frame:4.98e+06 wall_t:3065 t:311250 epi:nan +opt_step:77792 lr:0.0001255 clip_eps:0.1 entropy:0.9342 +2026-01-08 14:06:10 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:964.50 total_reward_ma:663.94 loss:0.003329 fps:1625 +frame:4.99e+06 wall_t:3070 t:311875 epi:nan +opt_step:77952 lr:0.0001253 clip_eps:0.1 entropy:1.017 +2026-01-08 14:06:16 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:966.70 total_reward_ma:671.94 loss:0.002873 fps:1625 +frame:5.00e+06 wall_t:3076 t:312500 epi:nan +opt_step:78112 lr:0.000125 clip_eps:0.1 entropy:0.942 +2026-01-08 14:06:21 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:967.70 total_reward_ma:679.97 loss:-0.0002367 fps:1626 +frame:5.01e+06 wall_t:3082 t:313125 epi:nan +opt_step:78272 lr:0.0001248 clip_eps:0.1 entropy:1.003 +2026-01-08 14:06:27 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:968.40 total_reward_ma:687.96 loss:-0.003204 fps:1626 +frame:5.02e+06 wall_t:3088 t:313750 epi:nan +opt_step:78432 lr:0.0001245 clip_eps:0.1 entropy:1.04 +2026-01-08 14:06:33 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:967.70 total_reward_ma:695.89 loss:-0.003031 fps:1626 +frame:5.03e+06 wall_t:3094 t:314375 epi:nan +opt_step:78592 lr:0.0001243 clip_eps:0.1 entropy:0.9351 +2026-01-08 14:06:38 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:965.90 total_reward_ma:703.71 loss:-0.002922 fps:1626 +frame:5.04e+06 wall_t:3099 t:315000 epi:nan +opt_step:78720 lr:0.000124 clip_eps:0.1 entropy:1.145 +2026-01-08 14:06:44 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:962.60 total_reward_ma:711.39 loss:-0.005911 fps:1626 +frame:5.05e+06 wall_t:3105 t:315625 epi:nan +opt_step:78880 lr:0.0001238 clip_eps:0.1 entropy:0.9874 +2026-01-08 14:06:50 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:960.40 total_reward_ma:719.00 loss:-0.005632 fps:1626 +frame:5.06e+06 wall_t:3111 t:316250 epi:nan +opt_step:79040 lr:0.0001235 clip_eps:0.1 entropy:0.8637 +2026-01-08 14:06:56 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:959.10 total_reward_ma:726.51 loss:-0.007268 fps:1627 +frame:5.07e+06 wall_t:3117 t:316875 epi:nan +opt_step:79200 lr:0.0001233 clip_eps:0.1 entropy:1.03 +2026-01-08 14:07:02 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:959.90 total_reward_ma:733.89 loss:0.001271 fps:1627 +frame:5.08e+06 wall_t:3123 t:317500 epi:nan +opt_step:79360 lr:0.000123 clip_eps:0.1 entropy:1.037 +2026-01-08 14:07:08 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:962.50 total_reward_ma:741.17 loss:0.003255 fps:1627 +frame:5.09e+06 wall_t:3128 t:318125 epi:nan +opt_step:79520 lr:0.0001228 clip_eps:0.1 entropy:1.161 +2026-01-08 14:07:14 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:964.70 total_reward_ma:748.33 loss:-0.005926 fps:1627 +frame:5.10e+06 wall_t:3134 t:318750 epi:nan +opt_step:79680 lr:0.0001225 clip_eps:0.1 entropy:0.9409 +2026-01-08 14:07:19 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:960.50 total_reward_ma:755.32 loss:-0.005171 fps:1627 +frame:5.11e+06 wall_t:3140 t:319375 epi:nan +opt_step:79840 lr:0.0001223 clip_eps:0.1 entropy:0.9359 +2026-01-08 14:07:25 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:955.90 total_reward_ma:762.07 loss:-0.007969 fps:1627 +frame:5.12e+06 wall_t:3146 t:320000 epi:nan +opt_step:80000 lr:0.000122 clip_eps:0.1 entropy:0.9937 +2026-01-08 14:07:30 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:953.20 total_reward_ma:768.66 loss:-0.004094 fps:1628 +frame:5.13e+06 wall_t:3151 t:320625 epi:nan +opt_step:80128 lr:0.0001218 clip_eps:0.1 entropy:0.9478 +2026-01-08 14:07:36 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:949.10 total_reward_ma:775.04 loss:-0.006299 fps:1628 +frame:5.14e+06 wall_t:3157 t:321250 epi:nan +opt_step:80288 lr:0.0001215 clip_eps:0.1 entropy:0.977 +2026-01-08 14:07:42 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:950.20 total_reward_ma:781.23 loss:-0.001812 fps:1628 +frame:5.15e+06 wall_t:3163 t:321875 epi:nan +opt_step:80448 lr:0.0001213 clip_eps:0.1 entropy:1.084 +2026-01-08 14:07:48 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:947.50 total_reward_ma:787.20 loss:-0.004833 fps:1629 +frame:5.16e+06 wall_t:3168 t:322500 epi:nan +opt_step:80608 lr:0.000121 clip_eps:0.1 entropy:1.07 +2026-01-08 14:07:54 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:941.80 total_reward_ma:792.83 loss:-0.007295 fps:1629 +frame:5.17e+06 wall_t:3174 t:323125 epi:nan +opt_step:80768 lr:0.0001208 clip_eps:0.1 entropy:1.111 +2026-01-08 14:08:00 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:941.60 total_reward_ma:798.12 loss:-0.005873 fps:1629 +frame:5.18e+06 wall_t:3180 t:323750 epi:nan +opt_step:80928 lr:0.0001205 clip_eps:0.1 entropy:0.9572 +2026-01-08 14:08:06 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:943.00 total_reward_ma:803.20 loss:-0.004234 fps:1629 +frame:5.19e+06 wall_t:3186 t:324375 epi:nan +opt_step:81088 lr:0.0001203 clip_eps:0.1 entropy:0.9882 +2026-01-08 14:08:11 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:938.10 total_reward_ma:808.01 loss:-0.006403 fps:1629 +frame:5.20e+06 wall_t:3192 t:325000 epi:nan +opt_step:81248 lr:0.00012 clip_eps:0.1 entropy:1.029 +2026-01-08 14:08:17 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:936.60 total_reward_ma:812.65 loss:-0.0107 fps:1630 +frame:5.21e+06 wall_t:3197 t:325625 epi:nan +opt_step:81376 lr:0.0001198 clip_eps:0.1 entropy:0.922 +2026-01-08 14:08:22 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:933.80 total_reward_ma:817.02 loss:-0.008646 fps:1630 +frame:5.22e+06 wall_t:3203 t:326250 epi:nan +opt_step:81536 lr:0.0001195 clip_eps:0.1 entropy:1.09 +2026-01-08 14:08:28 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:925.70 total_reward_ma:820.98 loss:-0.001401 fps:1630 +frame:5.23e+06 wall_t:3209 t:326875 epi:nan +opt_step:81696 lr:0.0001193 clip_eps:0.1 entropy:1.089 +2026-01-08 14:08:34 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:921.60 total_reward_ma:824.77 loss:-0.007936 fps:1630 +frame:5.24e+06 wall_t:3214 t:327500 epi:nan +opt_step:81856 lr:0.000119 clip_eps:0.1 entropy:1.018 +2026-01-08 14:08:39 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:922.60 total_reward_ma:828.43 loss:-0.01154 fps:1630 +frame:5.25e+06 wall_t:3220 t:328125 epi:nan +opt_step:82016 lr:0.0001188 clip_eps:0.1 entropy:1.043 +2026-01-08 14:08:46 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:934.20 total_reward_ma:831.96 loss:-0.008281 fps:1631 +frame:5.26e+06 wall_t:3226 t:328750 epi:nan +opt_step:82176 lr:0.0001185 clip_eps:0.1 entropy:0.9857 +2026-01-08 14:08:52 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:932.30 total_reward_ma:835.28 loss:-0.00068 fps:1631 +frame:5.27e+06 wall_t:3232 t:329375 epi:nan +opt_step:82336 lr:0.0001183 clip_eps:0.1 entropy:1.076 +2026-01-08 14:08:58 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:931.80 total_reward_ma:838.51 loss:-0.007724 fps:1631 +frame:5.28e+06 wall_t:3238 t:330000 epi:nan +opt_step:82496 lr:0.000118 clip_eps:0.1 entropy:1.067 +2026-01-08 14:09:03 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:943.00 total_reward_ma:841.60 loss:0.0006669 fps:1631 +frame:5.29e+06 wall_t:3244 t:330625 epi:nan +opt_step:82656 lr:0.0001178 clip_eps:0.1 entropy:1.058 +2026-01-08 14:09:09 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:948.50 total_reward_ma:844.57 loss:-0.008011 fps:1631 +frame:5.30e+06 wall_t:3249 t:331250 epi:nan +opt_step:82784 lr:0.0001175 clip_eps:0.1 entropy:1.127 +2026-01-08 14:09:14 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:947.10 total_reward_ma:847.46 loss:-0.002855 fps:1631 +frame:5.31e+06 wall_t:3255 t:331875 epi:nan +opt_step:82944 lr:0.0001173 clip_eps:0.1 entropy:1.145 +2026-01-08 14:09:20 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:952.10 total_reward_ma:850.24 loss:-0.006314 fps:1631 +frame:5.32e+06 wall_t:3261 t:332500 epi:nan +opt_step:83104 lr:0.000117 clip_eps:0.1 entropy:1.133 +2026-01-08 14:09:26 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:947.80 total_reward_ma:852.93 loss:0.002301 fps:1632 +frame:5.33e+06 wall_t:3266 t:333125 epi:nan +opt_step:83264 lr:0.0001168 clip_eps:0.1 entropy:0.9881 +2026-01-08 14:09:32 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:947.80 total_reward_ma:855.59 loss:-0.009363 fps:1632 +frame:5.34e+06 wall_t:3272 t:333750 epi:nan +opt_step:83424 lr:0.0001165 clip_eps:0.1 entropy:1.071 +2026-01-08 14:09:37 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:948.50 total_reward_ma:858.20 loss:-0.006453 fps:1632 +frame:5.35e+06 wall_t:3278 t:334375 epi:nan +opt_step:83584 lr:0.0001163 clip_eps:0.1 entropy:1.014 +2026-01-08 14:09:43 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:947.70 total_reward_ma:860.75 loss:-0.002423 fps:1633 +frame:5.36e+06 wall_t:3283 t:335000 epi:nan +opt_step:83744 lr:0.000116 clip_eps:0.1 entropy:1.03 +2026-01-08 14:09:49 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:947.40 total_reward_ma:863.31 loss:-0.006682 fps:1633 +frame:5.37e+06 wall_t:3289 t:335625 epi:nan +opt_step:83904 lr:0.0001158 clip_eps:0.1 entropy:1.019 +2026-01-08 14:09:54 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:952.00 total_reward_ma:865.87 loss:-0.01096 fps:1633 +frame:5.38e+06 wall_t:3295 t:336250 epi:nan +opt_step:84032 lr:0.0001155 clip_eps:0.1 entropy:1.011 +2026-01-08 14:10:00 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:956.60 total_reward_ma:868.48 loss:-0.003815 fps:1633 +frame:5.39e+06 wall_t:3301 t:336875 epi:nan +opt_step:84192 lr:0.0001153 clip_eps:0.1 entropy:0.9701 +2026-01-08 14:10:06 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:960.00 total_reward_ma:871.10 loss:-0.003351 fps:1633 +frame:5.40e+06 wall_t:3306 t:337500 epi:nan +opt_step:84352 lr:0.000115 clip_eps:0.1 entropy:1.154 +2026-01-08 14:10:12 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:968.30 total_reward_ma:873.74 loss:-0.008516 fps:1633 +frame:5.41e+06 wall_t:3312 t:338125 epi:nan +opt_step:84512 lr:0.0001148 clip_eps:0.1 entropy:1.02 +2026-01-08 14:10:18 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:967.30 total_reward_ma:876.29 loss:-0.004582 fps:1634 +frame:5.42e+06 wall_t:3318 t:338750 epi:nan +opt_step:84672 lr:0.0001145 clip_eps:0.1 entropy:1.028 +2026-01-08 14:10:24 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:968.00 total_reward_ma:878.78 loss:-0.005964 fps:1634 +frame:5.43e+06 wall_t:3324 t:339375 epi:nan +opt_step:84832 lr:0.0001143 clip_eps:0.1 entropy:1.099 +2026-01-08 14:10:30 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:964.40 total_reward_ma:881.23 loss:-0.002979 fps:1634 +frame:5.44e+06 wall_t:3330 t:340000 epi:nan +opt_step:84992 lr:0.000114 clip_eps:0.1 entropy:1.079 +2026-01-08 14:10:36 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:955.80 total_reward_ma:883.58 loss:-0.01333 fps:1634 +frame:5.45e+06 wall_t:3336 t:340625 epi:nan +opt_step:85152 lr:0.0001138 clip_eps:0.1 entropy:0.8828 +2026-01-08 14:10:41 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:955.20 total_reward_ma:885.93 loss:-0.00464 fps:1634 +frame:5.46e+06 wall_t:3342 t:341250 epi:nan +opt_step:85312 lr:0.0001135 clip_eps:0.1 entropy:1.15 +2026-01-08 14:10:47 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:950.10 total_reward_ma:888.23 loss:-0.01341 fps:1634 +frame:5.47e+06 wall_t:3347 t:341875 epi:nan +opt_step:85440 lr:0.0001133 clip_eps:0.1 entropy:1.011 +2026-01-08 14:10:53 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:950.80 total_reward_ma:890.51 loss:-0.007794 fps:1634 +frame:5.48e+06 wall_t:3353 t:342500 epi:nan +opt_step:85600 lr:0.000113 clip_eps:0.1 entropy:1.116 +2026-01-08 14:10:59 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:948.20 total_reward_ma:892.67 loss:-0.003021 fps:1634 +frame:5.49e+06 wall_t:3359 t:343125 epi:nan +opt_step:85760 lr:0.0001128 clip_eps:0.1 entropy:1.083 +2026-01-08 14:11:04 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:941.70 total_reward_ma:894.82 loss:-0.003796 fps:1634 +frame:5.50e+06 wall_t:3365 t:343750 epi:nan +opt_step:85920 lr:0.0001125 clip_eps:0.1 entropy:1.085 +2026-01-08 14:11:10 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:947.90 total_reward_ma:897.09 loss:-0.01118 fps:1635 +frame:5.51e+06 wall_t:3371 t:344375 epi:nan +opt_step:86080 lr:0.0001123 clip_eps:0.1 entropy:1.13 +2026-01-08 14:11:16 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:947.00 total_reward_ma:899.34 loss:-0.006773 fps:1635 +frame:5.52e+06 wall_t:3377 t:345000 epi:nan +opt_step:86240 lr:0.000112 clip_eps:0.1 entropy:1.27 +2026-01-08 14:11:22 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:942.80 total_reward_ma:901.54 loss:-0.007487 fps:1635 +frame:5.53e+06 wall_t:3382 t:345625 epi:nan +opt_step:86400 lr:0.0001118 clip_eps:0.1 entropy:0.9958 +2026-01-08 14:11:28 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:943.60 total_reward_ma:903.75 loss:-0.001242 fps:1635 +frame:5.54e+06 wall_t:3388 t:346250 epi:nan +opt_step:86560 lr:0.0001115 clip_eps:0.1 entropy:1.176 +2026-01-08 14:11:33 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:930.70 total_reward_ma:905.81 loss:-0.01057 fps:1635 +frame:5.55e+06 wall_t:3394 t:346875 epi:nan +opt_step:86688 lr:0.0001113 clip_eps:0.1 entropy:1.018 +2026-01-08 14:11:39 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:922.70 total_reward_ma:907.74 loss:-0.006898 fps:1635 +frame:5.56e+06 wall_t:3400 t:347500 epi:nan +opt_step:86848 lr:0.000111 clip_eps:0.1 entropy:1.004 +2026-01-08 14:11:45 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:912.30 total_reward_ma:909.53 loss:-0.007933 fps:1636 +frame:5.57e+06 wall_t:3405 t:348125 epi:nan +opt_step:87008 lr:0.0001108 clip_eps:0.1 entropy:1.109 +2026-01-08 14:11:50 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:911.70 total_reward_ma:911.22 loss:-0.01205 fps:1636 +frame:5.58e+06 wall_t:3411 t:348750 epi:nan +opt_step:87168 lr:0.0001105 clip_eps:0.1 entropy:1.035 +2026-01-08 14:11:56 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:912.60 total_reward_ma:912.93 loss:-0.01251 fps:1636 +frame:5.59e+06 wall_t:3417 t:349375 epi:nan +opt_step:87328 lr:0.0001103 clip_eps:0.1 entropy:1.025 +2026-01-08 14:12:02 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:911.50 total_reward_ma:914.64 loss:-0.004598 fps:1636 +frame:5.60e+06 wall_t:3422 t:350000 epi:nan +opt_step:87488 lr:0.00011 clip_eps:0.1 entropy:1.127 +2026-01-08 14:12:08 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:910.60 total_reward_ma:916.37 loss:0.003034 fps:1637 +frame:5.61e+06 wall_t:3428 t:350625 epi:nan +opt_step:87648 lr:0.0001098 clip_eps:0.1 entropy:1.177 +2026-01-08 14:12:14 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:909.40 total_reward_ma:918.03 loss:0.001726 fps:1637 +frame:5.62e+06 wall_t:3434 t:351250 epi:nan +opt_step:87808 lr:0.0001095 clip_eps:0.1 entropy:1.152 +2026-01-08 14:12:19 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:916.20 total_reward_ma:919.69 loss:-0.007555 fps:1637 +frame:5.63e+06 wall_t:3440 t:351875 epi:nan +opt_step:87968 lr:0.0001093 clip_eps:0.1 entropy:1.104 +2026-01-08 14:12:24 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:914.70 total_reward_ma:921.25 loss:-0.007456 fps:1637 +frame:5.64e+06 wall_t:3445 t:352500 epi:nan +opt_step:88096 lr:0.000109 clip_eps:0.1 entropy:1.166 +2026-01-08 14:12:30 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:915.80 total_reward_ma:922.82 loss:-0.01078 fps:1637 +frame:5.65e+06 wall_t:3451 t:353125 epi:nan +opt_step:88256 lr:0.0001088 clip_eps:0.1 entropy:0.993 +2026-01-08 14:12:36 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:915.50 total_reward_ma:924.35 loss:-0.01361 fps:1638 +frame:5.66e+06 wall_t:3456 t:353750 epi:nan +opt_step:88416 lr:0.0001085 clip_eps:0.1 entropy:1.049 +2026-01-08 14:12:41 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:916.80 total_reward_ma:925.85 loss:-0.007499 fps:1638 +frame:5.67e+06 wall_t:3462 t:354375 epi:nan +opt_step:88576 lr:0.0001083 clip_eps:0.1 entropy:1.155 +2026-01-08 14:12:47 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:922.90 total_reward_ma:927.26 loss:-0.007468 fps:1638 +frame:5.68e+06 wall_t:3468 t:355000 epi:nan +opt_step:88736 lr:0.000108 clip_eps:0.1 entropy:1.102 +2026-01-08 14:12:53 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:918.50 total_reward_ma:928.62 loss:-0.007358 fps:1638 +frame:5.69e+06 wall_t:3473 t:355625 epi:nan +opt_step:88896 lr:0.0001078 clip_eps:0.1 entropy:1.152 +2026-01-08 14:12:58 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:917.60 total_reward_ma:929.88 loss:-0.01261 fps:1638 +frame:5.70e+06 wall_t:3479 t:356250 epi:nan +opt_step:89056 lr:0.0001075 clip_eps:0.1 entropy:1.151 +2026-01-08 14:13:04 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:923.60 total_reward_ma:931.08 loss:-0.0089 fps:1638 +frame:5.71e+06 wall_t:3485 t:356875 epi:nan +opt_step:89216 lr:0.0001073 clip_eps:0.1 entropy:1.014 +2026-01-08 14:13:09 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:923.80 total_reward_ma:932.22 loss:-0.006555 fps:1639 +frame:5.72e+06 wall_t:3490 t:357500 epi:nan +opt_step:89344 lr:0.000107 clip_eps:0.1 entropy:1.032 +2026-01-08 14:13:15 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:931.00 total_reward_ma:933.36 loss:-0.0004955 fps:1639 +frame:5.73e+06 wall_t:3496 t:358125 epi:nan +opt_step:89504 lr:0.0001068 clip_eps:0.1 entropy:1.096 +2026-01-08 14:13:21 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:944.40 total_reward_ma:934.51 loss:-0.005329 fps:1640 +frame:5.74e+06 wall_t:3501 t:358750 epi:nan +opt_step:89664 lr:0.0001065 clip_eps:0.1 entropy:1.081 +2026-01-08 14:13:27 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:957.00 total_reward_ma:935.76 loss:-0.008459 fps:1639 +frame:5.75e+06 wall_t:3508 t:359375 epi:nan +opt_step:89824 lr:0.0001063 clip_eps:0.1 entropy:0.9954 +2026-01-08 14:13:33 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:958.50 total_reward_ma:936.97 loss:-0.006833 fps:1640 +frame:5.76e+06 wall_t:3513 t:360000 epi:nan +opt_step:89984 lr:0.000106 clip_eps:0.1 entropy:1.113 +2026-01-08 14:13:39 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:961.00 total_reward_ma:938.08 loss:0.000182 fps:1640 +frame:5.77e+06 wall_t:3519 t:360625 epi:nan +opt_step:90144 lr:0.0001058 clip_eps:0.1 entropy:1.068 +2026-01-08 14:13:44 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:954.60 total_reward_ma:939.11 loss:-0.002663 fps:1640 +frame:5.78e+06 wall_t:3525 t:361250 epi:nan +opt_step:90304 lr:0.0001055 clip_eps:0.1 entropy:1.097 +2026-01-08 14:13:50 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:960.10 total_reward_ma:940.09 loss:0.001853 fps:1640 +frame:5.79e+06 wall_t:3531 t:361875 epi:nan +opt_step:90464 lr:0.0001053 clip_eps:0.1 entropy:1.052 +2026-01-08 14:13:56 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:963.20 total_reward_ma:940.99 loss:-0.0007318 fps:1640 +frame:5.80e+06 wall_t:3536 t:362500 epi:nan +opt_step:90624 lr:0.000105 clip_eps:0.1 entropy:1.157 +2026-01-08 14:14:01 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:963.70 total_reward_ma:941.82 loss:-0.005279 fps:1640 +frame:5.81e+06 wall_t:3542 t:363125 epi:nan +opt_step:90752 lr:0.0001048 clip_eps:0.1 entropy:1.151 +2026-01-08 14:14:07 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:966.70 total_reward_ma:942.61 loss:-0.009354 fps:1640 +frame:5.82e+06 wall_t:3548 t:363750 epi:nan +opt_step:90912 lr:0.0001045 clip_eps:0.1 entropy:1.109 +2026-01-08 14:14:13 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:966.10 total_reward_ma:943.35 loss:-0.004868 fps:1641 +frame:5.83e+06 wall_t:3553 t:364375 epi:nan +opt_step:91072 lr:0.0001043 clip_eps:0.1 entropy:1.054 +2026-01-08 14:14:18 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:965.90 total_reward_ma:943.98 loss:-0.006843 fps:1641 +frame:5.84e+06 wall_t:3559 t:365000 epi:nan +opt_step:91232 lr:0.000104 clip_eps:0.1 entropy:1.04 +2026-01-08 14:14:24 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:968.20 total_reward_ma:944.57 loss:-0.008906 fps:1641 +frame:5.85e+06 wall_t:3564 t:365625 epi:nan +opt_step:91392 lr:0.0001038 clip_eps:0.1 entropy:1.113 +2026-01-08 14:14:30 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:964.70 total_reward_ma:945.10 loss:-0.004656 fps:1641 +frame:5.86e+06 wall_t:3570 t:366250 epi:nan +opt_step:91552 lr:0.0001035 clip_eps:0.1 entropy:1.095 +2026-01-08 14:14:35 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:966.80 total_reward_ma:945.58 loss:-0.0001328 fps:1641 +frame:5.87e+06 wall_t:3576 t:366875 epi:nan +opt_step:91712 lr:0.0001033 clip_eps:0.1 entropy:1.135 +2026-01-08 14:14:41 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:967.30 total_reward_ma:945.99 loss:-0.004744 fps:1642 +frame:5.88e+06 wall_t:3582 t:367500 epi:nan +opt_step:91872 lr:0.000103 clip_eps:0.1 entropy:1.078 +2026-01-08 14:14:47 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:966.90 total_reward_ma:946.35 loss:-0.002844 fps:1642 +frame:5.89e+06 wall_t:3587 t:368125 epi:nan +opt_step:92000 lr:0.0001028 clip_eps:0.1 entropy:1.25 +2026-01-08 14:14:53 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:966.60 total_reward_ma:946.64 loss:-0.01022 fps:1642 +frame:5.90e+06 wall_t:3593 t:368750 epi:nan +opt_step:92160 lr:0.0001025 clip_eps:0.1 entropy:1.02 +2026-01-08 14:14:58 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:970.40 total_reward_ma:946.97 loss:-0.004007 fps:1642 +frame:5.91e+06 wall_t:3599 t:369375 epi:nan +opt_step:92320 lr:0.0001023 clip_eps:0.1 entropy:1.229 +2026-01-08 14:15:04 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:963.30 total_reward_ma:947.11 loss:-0.001958 fps:1642 +frame:5.92e+06 wall_t:3605 t:370000 epi:nan +opt_step:92480 lr:0.000102 clip_eps:0.1 entropy:1.209 +2026-01-08 14:15:10 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:960.70 total_reward_ma:947.23 loss:-0.01153 fps:1642 +frame:5.93e+06 wall_t:3611 t:370625 epi:nan +opt_step:92640 lr:0.0001018 clip_eps:0.1 entropy:1.038 +2026-01-08 14:15:16 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:959.40 total_reward_ma:947.28 loss:-0.001249 fps:1643 +frame:5.94e+06 wall_t:3616 t:371250 epi:nan +opt_step:92800 lr:0.0001015 clip_eps:0.1 entropy:1.13 +2026-01-08 14:15:22 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:957.70 total_reward_ma:947.32 loss:-0.00556 fps:1643 +frame:5.95e+06 wall_t:3622 t:371875 epi:nan +opt_step:92960 lr:0.0001013 clip_eps:0.1 entropy:1.047 +2026-01-08 14:15:28 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:963.00 total_reward_ma:947.36 loss:-0.002473 fps:1643 +frame:5.96e+06 wall_t:3628 t:372500 epi:nan +opt_step:93120 lr:0.000101 clip_eps:0.1 entropy:1.048 +2026-01-08 14:15:33 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:963.60 total_reward_ma:947.38 loss:-0.008654 fps:1643 +frame:5.97e+06 wall_t:3634 t:373125 epi:nan +opt_step:93280 lr:0.0001008 clip_eps:0.1 entropy:1.016 +2026-01-08 14:15:39 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:963.20 total_reward_ma:947.40 loss:-0.008958 fps:1643 +frame:5.98e+06 wall_t:3639 t:373750 epi:nan +opt_step:93408 lr:0.0001005 clip_eps:0.1 entropy:1.092 +2026-01-08 14:15:45 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:963.10 total_reward_ma:947.39 loss:-0.007652 fps:1643 +frame:5.99e+06 wall_t:3645 t:374375 epi:nan +opt_step:93568 lr:0.0001003 clip_eps:0.1 entropy:1.024 +2026-01-08 14:15:51 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:960.50 total_reward_ma:947.33 loss:-0.009358 fps:1643 +frame:6.00e+06 wall_t:3651 t:375000 epi:nan +opt_step:93728 lr:0.0001 clip_eps:0.1 entropy:1.064 +2026-01-08 14:15:57 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:959.60 total_reward_ma:947.24 loss:-0.001424 fps:1643 +frame:6.01e+06 wall_t:3657 t:375625 epi:nan +opt_step:93888 lr:9.978e-05 clip_eps:0.1 entropy:1.099 +2026-01-08 14:16:03 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:959.40 total_reward_ma:947.15 loss:-0.01082 fps:1643 +frame:6.02e+06 wall_t:3663 t:376250 epi:nan +opt_step:94048 lr:9.952e-05 clip_eps:0.1 entropy:0.9819 +2026-01-08 14:16:09 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:960.00 total_reward_ma:947.08 loss:-0.002109 fps:1643 +frame:6.03e+06 wall_t:3669 t:376875 epi:nan +opt_step:94208 lr:9.927e-05 clip_eps:0.1 entropy:1.187 +2026-01-08 14:16:15 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:959.10 total_reward_ma:947.01 loss:-0.005065 fps:1644 +frame:6.04e+06 wall_t:3675 t:377500 epi:nan +opt_step:94368 lr:9.901e-05 clip_eps:0.1 entropy:1.111 +2026-01-08 14:16:20 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:962.00 total_reward_ma:947.00 loss:-0.007977 fps:1644 +frame:6.05e+06 wall_t:3681 t:378125 epi:nan +opt_step:94528 lr:9.876e-05 clip_eps:0.1 entropy:1.04 +2026-01-08 14:16:26 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:963.30 total_reward_ma:947.03 loss:-0.008018 fps:1644 +frame:6.06e+06 wall_t:3686 t:378750 epi:nan +opt_step:94656 lr:9.855e-05 clip_eps:0.1 entropy:1.034 +2026-01-08 14:16:32 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:964.60 total_reward_ma:947.09 loss:-0.005555 fps:1644 +frame:6.07e+06 wall_t:3692 t:379375 epi:nan +opt_step:94816 lr:9.829e-05 clip_eps:0.1 entropy:1.084 +2026-01-08 14:16:37 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:964.80 total_reward_ma:947.14 loss:-0.00303 fps:1644 +frame:6.08e+06 wall_t:3698 t:380000 epi:nan +opt_step:94976 lr:9.804e-05 clip_eps:0.1 entropy:1.131 +2026-01-08 14:16:43 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:966.70 total_reward_ma:947.18 loss:-0.008803 fps:1644 +frame:6.09e+06 wall_t:3704 t:380625 epi:nan +opt_step:95136 lr:9.778e-05 clip_eps:0.1 entropy:1.224 +2026-01-08 14:16:49 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:963.10 total_reward_ma:947.16 loss:-0.01277 fps:1645 +frame:6.10e+06 wall_t:3709 t:381250 epi:nan +opt_step:95296 lr:9.753e-05 clip_eps:0.1 entropy:0.9719 +2026-01-08 14:16:54 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:962.30 total_reward_ma:947.18 loss:-0.00321 fps:1645 +frame:6.11e+06 wall_t:3715 t:381875 epi:nan +opt_step:95456 lr:9.727e-05 clip_eps:0.1 entropy:1.131 +2026-01-08 14:17:00 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:963.50 total_reward_ma:947.26 loss:-0.004767 fps:1645 +frame:6.12e+06 wall_t:3721 t:382500 epi:nan +opt_step:95616 lr:9.701e-05 clip_eps:0.1 entropy:1.089 +2026-01-08 14:17:06 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:968.90 total_reward_ma:947.41 loss:-0.01007 fps:1645 +frame:6.13e+06 wall_t:3727 t:383125 epi:nan +opt_step:95776 lr:9.676e-05 clip_eps:0.1 entropy:1.067 +2026-01-08 14:17:12 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:966.30 total_reward_ma:947.58 loss:-0.007033 fps:1645 +frame:6.14e+06 wall_t:3733 t:383750 epi:nan +opt_step:95936 lr:9.65e-05 clip_eps:0.1 entropy:1.266 +2026-01-08 14:17:17 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:963.60 total_reward_ma:947.72 loss:-0.007252 fps:1645 +frame:6.15e+06 wall_t:3738 t:384375 epi:nan +opt_step:96064 lr:9.63e-05 clip_eps:0.1 entropy:0.9985 +2026-01-08 14:17:23 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:961.70 total_reward_ma:947.86 loss:-0.007467 fps:1645 +frame:6.16e+06 wall_t:3744 t:385000 epi:nan +opt_step:96224 lr:9.604e-05 clip_eps:0.1 entropy:1.06 +2026-01-08 14:17:29 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:960.20 total_reward_ma:948.05 loss:-0.01052 fps:1646 +frame:6.17e+06 wall_t:3749 t:385625 epi:nan +opt_step:96384 lr:9.579e-05 clip_eps:0.1 entropy:1.039 +2026-01-08 14:17:35 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:956.70 total_reward_ma:948.20 loss:-0.005529 fps:1646 +frame:6.18e+06 wall_t:3755 t:386250 epi:nan +opt_step:96544 lr:9.553e-05 clip_eps:0.1 entropy:1.041 +2026-01-08 14:17:41 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:959.60 total_reward_ma:948.36 loss:-0.005514 fps:1646 +frame:6.19e+06 wall_t:3761 t:386875 epi:nan +opt_step:96704 lr:9.527e-05 clip_eps:0.1 entropy:1.035 +2026-01-08 14:17:47 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:958.80 total_reward_ma:948.57 loss:-0.01276 fps:1646 +frame:6.20e+06 wall_t:3767 t:387500 epi:nan +opt_step:96864 lr:9.502e-05 clip_eps:0.1 entropy:1.051 +2026-01-08 14:17:53 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:958.10 total_reward_ma:948.78 loss:-0.00762 fps:1646 +frame:6.21e+06 wall_t:3773 t:388125 epi:nan +opt_step:97024 lr:9.476e-05 clip_eps:0.1 entropy:1.043 +2026-01-08 14:17:59 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:960.50 total_reward_ma:949.05 loss:-0.01224 fps:1646 +frame:6.22e+06 wall_t:3779 t:388750 epi:nan +opt_step:97184 lr:9.451e-05 clip_eps:0.1 entropy:1.157 +2026-01-08 14:18:04 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:962.60 total_reward_ma:949.42 loss:-0.002698 fps:1646 +frame:6.23e+06 wall_t:3784 t:389375 epi:nan +opt_step:97312 lr:9.43e-05 clip_eps:0.1 entropy:1.008 +2026-01-08 14:18:10 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:965.20 total_reward_ma:949.86 loss:-0.009947 fps:1646 +frame:6.24e+06 wall_t:3790 t:390000 epi:nan +opt_step:97472 lr:9.404e-05 clip_eps:0.1 entropy:1.09 +2026-01-08 14:18:15 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:966.70 total_reward_ma:950.30 loss:-0.001673 fps:1646 +frame:6.25e+06 wall_t:3796 t:390625 epi:nan +opt_step:97632 lr:9.379e-05 clip_eps:0.1 entropy:1.118 +2026-01-08 14:18:21 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:975.20 total_reward_ma:950.71 loss:-0.004831 fps:1647 +frame:6.26e+06 wall_t:3802 t:391250 epi:nan +opt_step:97792 lr:9.353e-05 clip_eps:0.1 entropy:1.065 +2026-01-08 14:18:27 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:977.00 total_reward_ma:951.15 loss:-0.01161 fps:1647 +frame:6.27e+06 wall_t:3808 t:391875 epi:nan +opt_step:97952 lr:9.328e-05 clip_eps:0.1 entropy:1.145 +2026-01-08 14:18:33 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:980.80 total_reward_ma:951.64 loss:-0.004494 fps:1647 +frame:6.28e+06 wall_t:3814 t:392500 epi:nan +opt_step:98112 lr:9.302e-05 clip_eps:0.1 entropy:1.078 +2026-01-08 14:18:39 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:987.20 total_reward_ma:952.09 loss:0.0004059 fps:1647 +frame:6.29e+06 wall_t:3820 t:393125 epi:nan +opt_step:98272 lr:9.276e-05 clip_eps:0.1 entropy:1.028 +2026-01-08 14:18:45 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:989.90 total_reward_ma:952.50 loss:-0.0009879 fps:1647 +frame:6.30e+06 wall_t:3826 t:393750 epi:nan +opt_step:98432 lr:9.251e-05 clip_eps:0.1 entropy:1.083 +2026-01-08 14:18:51 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:987.70 total_reward_ma:952.91 loss:-0.006113 fps:1647 +frame:6.31e+06 wall_t:3832 t:394375 epi:nan +opt_step:98592 lr:9.225e-05 clip_eps:0.1 entropy:1.102 +2026-01-08 14:18:56 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:985.40 total_reward_ma:953.24 loss:0.003405 fps:1647 +frame:6.32e+06 wall_t:3837 t:395000 epi:nan +opt_step:98720 lr:9.205e-05 clip_eps:0.1 entropy:1.135 +2026-01-08 14:19:02 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:992.90 total_reward_ma:953.69 loss:-0.003959 fps:1647 +frame:6.33e+06 wall_t:3843 t:395625 epi:nan +opt_step:98880 lr:9.179e-05 clip_eps:0.1 entropy:1.096 +2026-01-08 14:19:08 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:991.30 total_reward_ma:954.12 loss:-0.003912 fps:1647 +frame:6.34e+06 wall_t:3849 t:396250 epi:nan +opt_step:99040 lr:9.154e-05 clip_eps:0.1 entropy:1.095 +2026-01-08 14:19:14 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:991.20 total_reward_ma:954.55 loss:-0.003861 fps:1648 +frame:6.35e+06 wall_t:3854 t:396875 epi:nan +opt_step:99200 lr:9.128e-05 clip_eps:0.1 entropy:1.208 +2026-01-08 14:19:20 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:991.30 total_reward_ma:954.99 loss:-0.004001 fps:1648 +frame:6.36e+06 wall_t:3860 t:397500 epi:nan +opt_step:99360 lr:9.102e-05 clip_eps:0.1 entropy:1.143 +2026-01-08 14:19:25 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:998.80 total_reward_ma:955.50 loss:-0.006167 fps:1648 +frame:6.37e+06 wall_t:3866 t:398125 epi:nan +opt_step:99520 lr:9.077e-05 clip_eps:0.1 entropy:1.041 +2026-01-08 14:19:31 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:995.80 total_reward_ma:955.94 loss:-0.006924 fps:1648 +frame:6.38e+06 wall_t:3872 t:398750 epi:nan +opt_step:99680 lr:9.051e-05 clip_eps:0.1 entropy:1.08 +2026-01-08 14:19:37 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1003.20 total_reward_ma:956.41 loss:-0.009064 fps:1648 +frame:6.39e+06 wall_t:3878 t:399375 epi:nan +opt_step:99840 lr:9.026e-05 clip_eps:0.1 entropy:1.093 +2026-01-08 14:19:43 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1006.40 total_reward_ma:956.87 loss:-0.003754 fps:1648 +frame:6.40e+06 wall_t:3883 t:400000 epi:nan +opt_step:100000 lr:9e-05 clip_eps:0.1 entropy:1.07 +2026-01-08 14:19:48 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1001.50 total_reward_ma:957.20 loss:-0.009356 fps:1649 +frame:6.41e+06 wall_t:3888 t:400625 epi:nan +opt_step:100128 lr:8.98e-05 clip_eps:0.1 entropy:1.065 +2026-01-08 14:19:53 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1001.00 total_reward_ma:957.54 loss:-0.01116 fps:1649 +frame:6.42e+06 wall_t:3894 t:401250 epi:nan +opt_step:100288 lr:8.954e-05 clip_eps:0.1 entropy:0.9975 +2026-01-08 14:19:59 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1003.70 total_reward_ma:957.90 loss:-0.001527 fps:1649 +frame:6.43e+06 wall_t:3900 t:401875 epi:nan +opt_step:100448 lr:8.928e-05 clip_eps:0.1 entropy:1.092 +2026-01-08 14:20:05 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1001.70 total_reward_ma:958.27 loss:0.001229 fps:1649 +frame:6.44e+06 wall_t:3906 t:402500 epi:nan +opt_step:100608 lr:8.903e-05 clip_eps:0.1 entropy:1.095 +2026-01-08 14:20:12 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:993.10 total_reward_ma:958.64 loss:-0.009194 fps:1649 +frame:6.45e+06 wall_t:3912 t:403125 epi:nan +opt_step:100768 lr:8.877e-05 clip_eps:0.1 entropy:1.046 +2026-01-08 14:20:18 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:993.10 total_reward_ma:959.02 loss:-0.01173 fps:1649 +frame:6.46e+06 wall_t:3918 t:403750 epi:nan +opt_step:100928 lr:8.852e-05 clip_eps:0.1 entropy:1.084 +2026-01-08 14:20:24 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:990.40 total_reward_ma:959.42 loss:0.0001734 fps:1649 +frame:6.47e+06 wall_t:3924 t:404375 epi:nan +opt_step:101088 lr:8.826e-05 clip_eps:0.1 entropy:1.142 +2026-01-08 14:20:29 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:990.10 total_reward_ma:959.82 loss:-0.004107 fps:1649 +frame:6.48e+06 wall_t:3930 t:405000 epi:nan +opt_step:101248 lr:8.8e-05 clip_eps:0.1 entropy:0.9308 +2026-01-08 14:20:35 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:991.30 total_reward_ma:960.25 loss:-0.01133 fps:1649 +frame:6.49e+06 wall_t:3935 t:405625 epi:nan +opt_step:101376 lr:8.78e-05 clip_eps:0.1 entropy:0.9658 +2026-01-08 14:20:40 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:995.90 total_reward_ma:960.79 loss:0.002244 fps:1649 +frame:6.50e+06 wall_t:3941 t:406250 epi:nan +opt_step:101536 lr:8.754e-05 clip_eps:0.1 entropy:1.075 +2026-01-08 14:20:46 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:994.00 total_reward_ma:961.25 loss:-0.004454 fps:1649 +frame:6.51e+06 wall_t:3947 t:406875 epi:nan +opt_step:101696 lr:8.729e-05 clip_eps:0.1 entropy:1.012 +2026-01-08 14:20:52 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:989.80 total_reward_ma:961.68 loss:-0.005593 fps:1650 +frame:6.52e+06 wall_t:3952 t:407500 epi:nan +opt_step:101856 lr:8.703e-05 clip_eps:0.1 entropy:1.114 +2026-01-08 14:20:57 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:991.40 total_reward_ma:962.16 loss:-0.002521 fps:1650 +frame:6.53e+06 wall_t:3958 t:408125 epi:nan +opt_step:102016 lr:8.677e-05 clip_eps:0.1 entropy:1.066 +2026-01-08 14:21:03 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:989.40 total_reward_ma:962.62 loss:-0.01483 fps:1650 +frame:6.54e+06 wall_t:3964 t:408750 epi:nan +opt_step:102176 lr:8.652e-05 clip_eps:0.1 entropy:1.001 +2026-01-08 14:21:09 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:992.30 total_reward_ma:963.24 loss:-0.004589 fps:1650 +frame:6.55e+06 wall_t:3969 t:409375 epi:nan +opt_step:102336 lr:8.626e-05 clip_eps:0.1 entropy:1.122 +2026-01-08 14:21:15 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:988.30 total_reward_ma:963.89 loss:-0.01093 fps:1650 +frame:6.56e+06 wall_t:3975 t:410000 epi:nan +opt_step:102496 lr:8.601e-05 clip_eps:0.1 entropy:0.991 +2026-01-08 14:21:20 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:990.90 total_reward_ma:964.68 loss:-0.002329 fps:1650 +frame:6.57e+06 wall_t:3981 t:410625 epi:nan +opt_step:102656 lr:8.575e-05 clip_eps:0.1 entropy:1.141 +2026-01-08 14:21:26 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:986.30 total_reward_ma:965.43 loss:-0.007757 fps:1651 +frame:6.58e+06 wall_t:3986 t:411250 epi:nan +opt_step:102784 lr:8.555e-05 clip_eps:0.1 entropy:1.157 +2026-01-08 14:21:31 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:985.70 total_reward_ma:966.16 loss:-0.008342 fps:1651 +frame:6.59e+06 wall_t:3992 t:411875 epi:nan +opt_step:102944 lr:8.529e-05 clip_eps:0.1 entropy:1.082 +2026-01-08 14:21:37 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:982.00 total_reward_ma:966.86 loss:-0.01036 fps:1651 +frame:6.60e+06 wall_t:3997 t:412500 epi:nan +opt_step:103104 lr:8.503e-05 clip_eps:0.1 entropy:1.058 +2026-01-08 14:21:43 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:978.70 total_reward_ma:967.54 loss:-0.003902 fps:1651 +frame:6.61e+06 wall_t:4003 t:413125 epi:nan +opt_step:103264 lr:8.478e-05 clip_eps:0.1 entropy:1.004 +2026-01-08 14:21:48 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:973.60 total_reward_ma:968.19 loss:-0.003522 fps:1651 +frame:6.62e+06 wall_t:4009 t:413750 epi:nan +opt_step:103424 lr:8.452e-05 clip_eps:0.1 entropy:1.051 +2026-01-08 14:21:54 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:974.20 total_reward_ma:968.77 loss:-0.009703 fps:1652 +frame:6.63e+06 wall_t:4014 t:414375 epi:nan +opt_step:103584 lr:8.427e-05 clip_eps:0.1 entropy:1.116 +2026-01-08 14:22:00 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:972.70 total_reward_ma:969.35 loss:-0.004299 fps:1652 +frame:6.64e+06 wall_t:4020 t:415000 epi:nan +opt_step:103744 lr:8.401e-05 clip_eps:0.1 entropy:1.127 +2026-01-08 14:22:06 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:974.40 total_reward_ma:969.93 loss:-0.005316 fps:1652 +frame:6.65e+06 wall_t:4026 t:415625 epi:nan +opt_step:103904 lr:8.375e-05 clip_eps:0.1 entropy:1.154 +2026-01-08 14:22:11 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:968.70 total_reward_ma:970.46 loss:-0.008662 fps:1652 +frame:6.66e+06 wall_t:4032 t:416250 epi:nan +opt_step:104032 lr:8.355e-05 clip_eps:0.1 entropy:1.057 +2026-01-08 14:22:17 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:969.40 total_reward_ma:970.99 loss:-0.002733 fps:1652 +frame:6.67e+06 wall_t:4037 t:416875 epi:nan +opt_step:104192 lr:8.329e-05 clip_eps:0.1 entropy:1.179 +2026-01-08 14:22:23 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:959.90 total_reward_ma:971.36 loss:-0.003061 fps:1652 +frame:6.68e+06 wall_t:4043 t:417500 epi:nan +opt_step:104352 lr:8.304e-05 clip_eps:0.1 entropy:1.14 +2026-01-08 14:22:28 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:961.20 total_reward_ma:971.79 loss:-0.01067 fps:1652 +frame:6.69e+06 wall_t:4049 t:418125 epi:nan +opt_step:104512 lr:8.278e-05 clip_eps:0.1 entropy:1.044 +2026-01-08 14:22:34 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:964.50 total_reward_ma:972.26 loss:-0.007778 fps:1652 +frame:6.70e+06 wall_t:4055 t:418750 epi:nan +opt_step:104672 lr:8.252e-05 clip_eps:0.1 entropy:1.227 +2026-01-08 14:22:40 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:959.90 total_reward_ma:972.62 loss:-0.006284 fps:1652 +frame:6.71e+06 wall_t:4061 t:419375 epi:nan +opt_step:104832 lr:8.227e-05 clip_eps:0.1 entropy:1.068 +2026-01-08 14:22:46 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:963.70 total_reward_ma:973.02 loss:-0.009149 fps:1653 +frame:6.72e+06 wall_t:4066 t:420000 epi:nan +opt_step:104992 lr:8.201e-05 clip_eps:0.1 entropy:1.026 +2026-01-08 14:22:52 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:964.30 total_reward_ma:973.35 loss:-0.01534 fps:1653 +frame:6.73e+06 wall_t:4072 t:420625 epi:nan +opt_step:105152 lr:8.176e-05 clip_eps:0.1 entropy:1.089 +2026-01-08 14:22:57 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:968.50 total_reward_ma:973.59 loss:-0.000587 fps:1653 +frame:6.74e+06 wall_t:4078 t:421250 epi:nan +opt_step:105312 lr:8.15e-05 clip_eps:0.1 entropy:1.109 +2026-01-08 14:23:03 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:969.60 total_reward_ma:973.72 loss:-0.0003447 fps:1653 +frame:6.75e+06 wall_t:4083 t:421875 epi:nan +opt_step:105440 lr:8.13e-05 clip_eps:0.1 entropy:1.042 +2026-01-08 14:23:09 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:965.00 total_reward_ma:973.78 loss:-0.007487 fps:1653 +frame:6.76e+06 wall_t:4089 t:422500 epi:nan +opt_step:105600 lr:8.104e-05 clip_eps:0.1 entropy:1.193 +2026-01-08 14:23:14 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:972.90 total_reward_ma:973.90 loss:-0.0005152 fps:1653 +frame:6.77e+06 wall_t:4095 t:423125 epi:nan +opt_step:105760 lr:8.078e-05 clip_eps:0.1 entropy:1.008 +2026-01-08 14:23:20 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:974.50 total_reward_ma:974.10 loss:-0.003877 fps:1653 +frame:6.78e+06 wall_t:4101 t:423750 epi:nan +opt_step:105920 lr:8.053e-05 clip_eps:0.1 entropy:1.104 +2026-01-08 14:23:26 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:976.30 total_reward_ma:974.26 loss:-0.004737 fps:1654 +frame:6.79e+06 wall_t:4106 t:424375 epi:nan +opt_step:106080 lr:8.027e-05 clip_eps:0.1 entropy:1.162 +2026-01-08 14:23:31 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:982.30 total_reward_ma:974.45 loss:-0.01015 fps:1654 +frame:6.80e+06 wall_t:4112 t:425000 epi:nan +opt_step:106240 lr:8.002e-05 clip_eps:0.1 entropy:1.125 +2026-01-08 14:23:37 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:988.10 total_reward_ma:974.70 loss:-0.01033 fps:1654 +frame:6.81e+06 wall_t:4118 t:425625 epi:nan +opt_step:106400 lr:7.976e-05 clip_eps:0.1 entropy:1.091 +2026-01-08 14:23:43 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:989.40 total_reward_ma:974.92 loss:-0.007809 fps:1654 +frame:6.82e+06 wall_t:4123 t:426250 epi:nan +opt_step:106560 lr:7.95e-05 clip_eps:0.1 entropy:1.04 +2026-01-08 14:23:48 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:993.60 total_reward_ma:975.20 loss:-0.007896 fps:1654 +frame:6.83e+06 wall_t:4129 t:426875 epi:nan +opt_step:106688 lr:7.93e-05 clip_eps:0.1 entropy:1.179 +2026-01-08 14:23:53 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:993.00 total_reward_ma:975.47 loss:-0.006842 fps:1655 +frame:6.84e+06 wall_t:4134 t:427500 epi:nan +opt_step:106848 lr:7.904e-05 clip_eps:0.1 entropy:1.09 +2026-01-08 14:23:59 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:997.80 total_reward_ma:975.77 loss:-0.009353 fps:1655 +frame:6.85e+06 wall_t:4140 t:428125 epi:nan +opt_step:107008 lr:7.879e-05 clip_eps:0.1 entropy:1.184 +2026-01-08 14:24:05 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:999.60 total_reward_ma:976.12 loss:-0.003837 fps:1655 +frame:6.86e+06 wall_t:4145 t:428750 epi:nan +opt_step:107168 lr:7.853e-05 clip_eps:0.1 entropy:1.099 +2026-01-08 14:24:11 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1001.60 total_reward_ma:976.46 loss:-0.01419 fps:1655 +frame:6.87e+06 wall_t:4151 t:429375 epi:nan +opt_step:107328 lr:7.828e-05 clip_eps:0.1 entropy:1.031 +2026-01-08 14:24:17 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:998.70 total_reward_ma:976.78 loss:-0.003747 fps:1655 +frame:6.88e+06 wall_t:4157 t:430000 epi:nan +opt_step:107488 lr:7.802e-05 clip_eps:0.1 entropy:1.08 +2026-01-08 14:24:22 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:998.10 total_reward_ma:977.09 loss:-0.003493 fps:1655 +frame:6.89e+06 wall_t:4163 t:430625 epi:nan +opt_step:107648 lr:7.776e-05 clip_eps:0.1 entropy:1.091 +2026-01-08 14:24:28 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:996.10 total_reward_ma:977.39 loss:-0.01062 fps:1655 +frame:6.90e+06 wall_t:4168 t:431250 epi:nan +opt_step:107808 lr:7.751e-05 clip_eps:0.1 entropy:1.119 +2026-01-08 14:24:33 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:999.50 total_reward_ma:977.68 loss:-0.00449 fps:1655 +frame:6.91e+06 wall_t:4174 t:431875 epi:nan +opt_step:107968 lr:7.725e-05 clip_eps:0.1 entropy:1.165 +2026-01-08 14:24:39 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:996.50 total_reward_ma:978.01 loss:-0.0003543 fps:1656 +frame:6.92e+06 wall_t:4179 t:432500 epi:nan +opt_step:108096 lr:7.705e-05 clip_eps:0.1 entropy:1.147 +2026-01-08 14:24:45 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:993.30 total_reward_ma:978.33 loss:-0.01064 fps:1656 +frame:6.93e+06 wall_t:4185 t:433125 epi:nan +opt_step:108256 lr:7.679e-05 clip_eps:0.1 entropy:1.044 +2026-01-08 14:24:50 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:990.60 total_reward_ma:978.65 loss:-0.005442 fps:1656 +frame:6.94e+06 wall_t:4191 t:433750 epi:nan +opt_step:108416 lr:7.653e-05 clip_eps:0.1 entropy:1.049 +2026-01-08 14:24:56 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:990.50 total_reward_ma:978.97 loss:-0.004685 fps:1656 +frame:6.95e+06 wall_t:4197 t:434375 epi:nan +opt_step:108576 lr:7.628e-05 clip_eps:0.1 entropy:1.003 +2026-01-08 14:25:02 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:988.40 total_reward_ma:979.23 loss:-0.01182 fps:1656 +frame:6.96e+06 wall_t:4202 t:435000 epi:nan +opt_step:108736 lr:7.602e-05 clip_eps:0.1 entropy:1.013 +2026-01-08 14:25:08 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:981.40 total_reward_ma:979.41 loss:-0.001978 fps:1656 +frame:6.97e+06 wall_t:4208 t:435625 epi:nan +opt_step:108896 lr:7.577e-05 clip_eps:0.1 entropy:1.225 +2026-01-08 14:25:14 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:977.90 total_reward_ma:979.55 loss:-0.0037 fps:1656 +frame:6.98e+06 wall_t:4214 t:436250 epi:nan +opt_step:109056 lr:7.551e-05 clip_eps:0.1 entropy:1.056 +2026-01-08 14:25:20 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:974.80 total_reward_ma:979.67 loss:-0.01227 fps:1656 +frame:6.99e+06 wall_t:4220 t:436875 epi:nan +opt_step:109216 lr:7.525e-05 clip_eps:0.1 entropy:1.235 +2026-01-08 14:25:25 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:968.20 total_reward_ma:979.75 loss:0.001495 fps:1657 +frame:7.00e+06 wall_t:4225 t:437500 epi:nan +opt_step:109344 lr:7.505e-05 clip_eps:0.1 entropy:1.113 +2026-01-08 14:25:31 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:965.20 total_reward_ma:979.80 loss:-0.006792 fps:1657 +frame:7.01e+06 wall_t:4231 t:438125 epi:nan +opt_step:109504 lr:7.479e-05 clip_eps:0.1 entropy:1.213 +2026-01-08 14:25:37 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:965.10 total_reward_ma:979.86 loss:0.00195 fps:1657 +frame:7.02e+06 wall_t:4237 t:438750 epi:nan +opt_step:109664 lr:7.454e-05 clip_eps:0.1 entropy:1.254 +2026-01-08 14:25:43 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:968.10 total_reward_ma:979.94 loss:-0.004962 fps:1657 +frame:7.03e+06 wall_t:4243 t:439375 epi:nan +opt_step:109824 lr:7.428e-05 clip_eps:0.1 entropy:1.127 +2026-01-08 14:25:49 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:963.90 total_reward_ma:979.99 loss:-0.005153 fps:1657 +frame:7.04e+06 wall_t:4249 t:440000 epi:nan +opt_step:109984 lr:7.403e-05 clip_eps:0.1 entropy:1.011 +2026-01-08 14:25:55 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:961.20 total_reward_ma:979.98 loss:-0.01297 fps:1657 +frame:7.05e+06 wall_t:4255 t:440625 epi:nan +opt_step:110144 lr:7.377e-05 clip_eps:0.1 entropy:1.147 +2026-01-08 14:26:01 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:961.50 total_reward_ma:979.96 loss:-0.00704 fps:1657 +frame:7.06e+06 wall_t:4261 t:441250 epi:nan +opt_step:110304 lr:7.351e-05 clip_eps:0.1 entropy:1.151 +2026-01-08 14:26:06 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:962.60 total_reward_ma:979.94 loss:-0.0107 fps:1657 +frame:7.07e+06 wall_t:4267 t:441875 epi:nan +opt_step:110464 lr:7.326e-05 clip_eps:0.1 entropy:1.002 +2026-01-08 14:26:12 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:963.00 total_reward_ma:979.93 loss:-0.007267 fps:1657 +frame:7.08e+06 wall_t:4273 t:442500 epi:nan +opt_step:110624 lr:7.3e-05 clip_eps:0.1 entropy:1.016 +2026-01-08 14:26:18 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:962.50 total_reward_ma:979.88 loss:-0.00772 fps:1657 +frame:7.09e+06 wall_t:4278 t:443125 epi:nan +opt_step:110752 lr:7.28e-05 clip_eps:0.1 entropy:1.023 +2026-01-08 14:26:24 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:961.10 total_reward_ma:979.86 loss:-0.002281 fps:1657 +frame:7.10e+06 wall_t:4284 t:443750 epi:nan +opt_step:110912 lr:7.254e-05 clip_eps:0.1 entropy:1.047 +2026-01-08 14:26:29 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:964.80 total_reward_ma:979.89 loss:-0.003081 fps:1657 +frame:7.11e+06 wall_t:4290 t:444375 epi:nan +opt_step:111072 lr:7.228e-05 clip_eps:0.1 entropy:1.123 +2026-01-08 14:26:35 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:959.80 total_reward_ma:979.85 loss:-0.002634 fps:1657 +frame:7.12e+06 wall_t:4296 t:445000 epi:nan +opt_step:111232 lr:7.203e-05 clip_eps:0.1 entropy:1.329 +2026-01-08 14:26:41 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:962.40 total_reward_ma:979.79 loss:-0.01003 fps:1658 +frame:7.13e+06 wall_t:4301 t:445625 epi:nan +opt_step:111392 lr:7.177e-05 clip_eps:0.1 entropy:1.095 +2026-01-08 14:26:47 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:958.90 total_reward_ma:979.71 loss:-0.007902 fps:1658 +frame:7.14e+06 wall_t:4307 t:446250 epi:nan +opt_step:111552 lr:7.152e-05 clip_eps:0.1 entropy:1.088 +2026-01-08 14:26:52 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:958.50 total_reward_ma:979.66 loss:-0.008923 fps:1658 +frame:7.15e+06 wall_t:4313 t:446875 epi:nan +opt_step:111712 lr:7.126e-05 clip_eps:0.1 entropy:1.14 +2026-01-08 14:26:58 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:959.40 total_reward_ma:979.64 loss:-0.00658 fps:1658 +frame:7.16e+06 wall_t:4319 t:447500 epi:nan +opt_step:111872 lr:7.1e-05 clip_eps:0.1 entropy:1.011 +2026-01-08 14:27:04 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:959.50 total_reward_ma:979.63 loss:-0.009549 fps:1658 +frame:7.17e+06 wall_t:4324 t:448125 epi:nan +opt_step:112000 lr:7.08e-05 clip_eps:0.1 entropy:1.075 +2026-01-08 14:27:10 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:958.80 total_reward_ma:979.65 loss:-0.009098 fps:1658 +frame:7.18e+06 wall_t:4330 t:448750 epi:nan +opt_step:112160 lr:7.054e-05 clip_eps:0.1 entropy:1.171 +2026-01-08 14:27:15 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:957.10 total_reward_ma:979.63 loss:-0.0009924 fps:1658 +frame:7.19e+06 wall_t:4336 t:449375 epi:nan +opt_step:112320 lr:7.029e-05 clip_eps:0.1 entropy:1.103 +2026-01-08 14:27:21 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:958.00 total_reward_ma:979.62 loss:-0.01271 fps:1658 +frame:7.20e+06 wall_t:4342 t:450000 epi:nan +opt_step:112480 lr:7.003e-05 clip_eps:0.1 entropy:1.12 +2026-01-08 14:27:27 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:956.40 total_reward_ma:979.60 loss:0.001468 fps:1659 +frame:7.21e+06 wall_t:4347 t:450625 epi:nan +opt_step:112640 lr:6.978e-05 clip_eps:0.1 entropy:1.141 +2026-01-08 14:27:33 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:956.30 total_reward_ma:979.56 loss:-0.01012 fps:1659 +frame:7.22e+06 wall_t:4353 t:451250 epi:nan +opt_step:112800 lr:6.952e-05 clip_eps:0.1 entropy:0.9803 +2026-01-08 14:27:38 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:956.60 total_reward_ma:979.50 loss:-0.008557 fps:1659 +frame:7.23e+06 wall_t:4359 t:451875 epi:nan +opt_step:112960 lr:6.926e-05 clip_eps:0.1 entropy:1.201 +2026-01-08 14:27:44 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:960.40 total_reward_ma:979.45 loss:0.003162 fps:1659 +frame:7.24e+06 wall_t:4365 t:452500 epi:nan +opt_step:113120 lr:6.901e-05 clip_eps:0.1 entropy:1.108 +2026-01-08 14:27:50 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:963.10 total_reward_ma:979.42 loss:-0.009409 fps:1659 +frame:7.25e+06 wall_t:4371 t:453125 epi:nan +opt_step:113280 lr:6.875e-05 clip_eps:0.1 entropy:1.029 +2026-01-08 14:27:55 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:963.70 total_reward_ma:979.30 loss:-0.005531 fps:1659 +frame:7.26e+06 wall_t:4376 t:453750 epi:nan +opt_step:113408 lr:6.855e-05 clip_eps:0.1 entropy:1.198 +2026-01-08 14:28:01 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:964.90 total_reward_ma:979.18 loss:-0.009701 fps:1659 +frame:7.27e+06 wall_t:4382 t:454375 epi:nan +opt_step:113568 lr:6.829e-05 clip_eps:0.1 entropy:1.081 +2026-01-08 14:28:07 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:968.70 total_reward_ma:979.06 loss:-0.01308 fps:1659 +frame:7.28e+06 wall_t:4388 t:455000 epi:nan +opt_step:113728 lr:6.804e-05 clip_eps:0.1 entropy:0.9881 +2026-01-08 14:28:13 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:968.70 total_reward_ma:978.87 loss:-0.0009255 fps:1659 +frame:7.29e+06 wall_t:4394 t:455625 epi:nan +opt_step:113888 lr:6.778e-05 clip_eps:0.1 entropy:1.283 +2026-01-08 14:28:19 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:964.90 total_reward_ma:978.62 loss:0.002132 fps:1659 +frame:7.30e+06 wall_t:4400 t:456250 epi:nan +opt_step:114048 lr:6.752e-05 clip_eps:0.1 entropy:1.092 +2026-01-08 14:28:25 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:959.50 total_reward_ma:978.34 loss:-0.006599 fps:1659 +frame:7.31e+06 wall_t:4405 t:456875 epi:nan +opt_step:114208 lr:6.727e-05 clip_eps:0.1 entropy:1.014 +2026-01-08 14:28:31 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:956.70 total_reward_ma:978.06 loss:-0.009824 fps:1659 +frame:7.32e+06 wall_t:4411 t:457500 epi:nan +opt_step:114368 lr:6.701e-05 clip_eps:0.1 entropy:1.146 +2026-01-08 14:28:37 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:960.90 total_reward_ma:977.73 loss:-0.004782 fps:1659 +frame:7.33e+06 wall_t:4417 t:458125 epi:nan +opt_step:114528 lr:6.676e-05 clip_eps:0.1 entropy:1.185 +2026-01-08 14:28:42 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:960.90 total_reward_ma:977.43 loss:-0.004673 fps:1660 +frame:7.34e+06 wall_t:4423 t:458750 epi:nan +opt_step:114656 lr:6.655e-05 clip_eps:0.1 entropy:1.063 +2026-01-08 14:28:49 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:963.80 total_reward_ma:977.16 loss:-0.009329 fps:1660 +frame:7.35e+06 wall_t:4429 t:459375 epi:nan +opt_step:114816 lr:6.629e-05 clip_eps:0.1 entropy:1.161 +2026-01-08 14:28:55 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:965.70 total_reward_ma:976.90 loss:-0.009704 fps:1659 +frame:7.36e+06 wall_t:4436 t:460000 epi:nan +opt_step:114976 lr:6.604e-05 clip_eps:0.1 entropy:1.094 +2026-01-08 14:29:01 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:962.70 total_reward_ma:976.54 loss:-0.005919 fps:1659 +frame:7.37e+06 wall_t:4442 t:460625 epi:nan +opt_step:115136 lr:6.578e-05 clip_eps:0.1 entropy:0.9724 +2026-01-08 14:29:07 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:959.90 total_reward_ma:976.18 loss:-0.008018 fps:1660 +frame:7.38e+06 wall_t:4447 t:461250 epi:nan +opt_step:115296 lr:6.553e-05 clip_eps:0.1 entropy:1.111 +2026-01-08 14:29:13 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:956.80 total_reward_ma:975.72 loss:-0.009947 fps:1660 +frame:7.39e+06 wall_t:4453 t:461875 epi:nan +opt_step:115456 lr:6.527e-05 clip_eps:0.1 entropy:1.106 +2026-01-08 14:29:18 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:957.00 total_reward_ma:975.22 loss:-0.01007 fps:1660 +frame:7.40e+06 wall_t:4459 t:462500 epi:nan +opt_step:115616 lr:6.501e-05 clip_eps:0.1 entropy:1.151 +2026-01-08 14:29:24 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:954.20 total_reward_ma:974.75 loss:0.001408 fps:1660 +frame:7.41e+06 wall_t:4465 t:463125 epi:nan +opt_step:115776 lr:6.476e-05 clip_eps:0.1 entropy:1.174 +2026-01-08 14:29:30 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:954.70 total_reward_ma:974.29 loss:-0.004721 fps:1660 +frame:7.42e+06 wall_t:4470 t:463750 epi:nan +opt_step:115936 lr:6.45e-05 clip_eps:0.1 entropy:1.061 +2026-01-08 14:29:36 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:952.70 total_reward_ma:973.78 loss:-0.005868 fps:1660 +frame:7.43e+06 wall_t:4476 t:464375 epi:nan +opt_step:116064 lr:6.43e-05 clip_eps:0.1 entropy:1.059 +2026-01-08 14:29:42 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:949.10 total_reward_ma:973.25 loss:-0.003733 fps:1660 +frame:7.44e+06 wall_t:4482 t:465000 epi:nan +opt_step:116224 lr:6.404e-05 clip_eps:0.1 entropy:1.259 +2026-01-08 14:29:48 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:953.40 total_reward_ma:972.85 loss:-0.007005 fps:1660 +frame:7.45e+06 wall_t:4488 t:465625 epi:nan +opt_step:116384 lr:6.379e-05 clip_eps:0.1 entropy:1.086 +2026-01-08 14:29:54 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:950.50 total_reward_ma:972.43 loss:-0.01123 fps:1660 +frame:7.46e+06 wall_t:4494 t:466250 epi:nan +opt_step:116544 lr:6.353e-05 clip_eps:0.1 entropy:1.049 +2026-01-08 14:30:00 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:945.40 total_reward_ma:971.98 loss:0.001764 fps:1660 +frame:7.47e+06 wall_t:4500 t:466875 epi:nan +opt_step:116704 lr:6.327e-05 clip_eps:0.1 entropy:1.03 +2026-01-08 14:30:06 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:953.10 total_reward_ma:971.61 loss:-0.003289 fps:1660 +frame:7.48e+06 wall_t:4506 t:467500 epi:nan +opt_step:116864 lr:6.302e-05 clip_eps:0.1 entropy:1.036 +2026-01-08 14:30:11 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:959.00 total_reward_ma:971.28 loss:-0.006202 fps:1660 +frame:7.49e+06 wall_t:4512 t:468125 epi:nan +opt_step:117024 lr:6.276e-05 clip_eps:0.1 entropy:1.136 +2026-01-08 14:30:17 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:965.60 total_reward_ma:970.98 loss:-0.004756 fps:1660 +frame:7.50e+06 wall_t:4518 t:468750 epi:nan +opt_step:117184 lr:6.251e-05 clip_eps:0.1 entropy:1.118 +2026-01-08 14:30:22 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:969.10 total_reward_ma:970.73 loss:-0.008583 fps:1660 +frame:7.51e+06 wall_t:4523 t:469375 epi:nan +opt_step:117312 lr:6.23e-05 clip_eps:0.1 entropy:1.037 +2026-01-08 14:30:28 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:969.10 total_reward_ma:970.53 loss:-0.009678 fps:1661 +frame:7.52e+06 wall_t:4528 t:470000 epi:nan +opt_step:117472 lr:6.204e-05 clip_eps:0.1 entropy:1.068 +2026-01-08 14:30:34 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:966.10 total_reward_ma:970.27 loss:-0.001598 fps:1661 +frame:7.53e+06 wall_t:4534 t:470625 epi:nan +opt_step:117632 lr:6.179e-05 clip_eps:0.1 entropy:1.103 +2026-01-08 14:30:39 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:966.90 total_reward_ma:970.05 loss:-0.002936 fps:1661 +frame:7.54e+06 wall_t:4540 t:471250 epi:nan +opt_step:117792 lr:6.153e-05 clip_eps:0.1 entropy:1.062 +2026-01-08 14:30:44 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:967.30 total_reward_ma:969.80 loss:-0.009766 fps:1661 +frame:7.55e+06 wall_t:4545 t:471875 epi:nan +opt_step:117952 lr:6.128e-05 clip_eps:0.1 entropy:1.092 +2026-01-08 14:30:50 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:970.90 total_reward_ma:969.62 loss:0.001873 fps:1662 +frame:7.56e+06 wall_t:4550 t:472500 epi:nan +opt_step:118112 lr:6.102e-05 clip_eps:0.1 entropy:1.277 +2026-01-08 14:30:55 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:974.50 total_reward_ma:969.46 loss:-0.0006774 fps:1662 +frame:7.57e+06 wall_t:4556 t:473125 epi:nan +opt_step:118272 lr:6.076e-05 clip_eps:0.1 entropy:1.11 +2026-01-08 14:31:00 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:978.50 total_reward_ma:969.38 loss:-0.01058 fps:1662 +frame:7.58e+06 wall_t:4561 t:473750 epi:nan +opt_step:118432 lr:6.051e-05 clip_eps:0.1 entropy:1.057 +2026-01-08 14:31:06 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:978.10 total_reward_ma:969.31 loss:-0.006039 fps:1662 +frame:7.59e+06 wall_t:4566 t:474375 epi:nan +opt_step:118592 lr:6.025e-05 clip_eps:0.1 entropy:1.169 +2026-01-08 14:31:11 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:979.40 total_reward_ma:969.28 loss:-0.004685 fps:1662 +frame:7.60e+06 wall_t:4572 t:475000 epi:nan +opt_step:118720 lr:6.005e-05 clip_eps:0.1 entropy:1.058 +2026-01-08 14:31:16 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:976.70 total_reward_ma:969.26 loss:-0.011 fps:1663 +frame:7.61e+06 wall_t:4577 t:475625 epi:nan +opt_step:118880 lr:5.979e-05 clip_eps:0.1 entropy:1.066 +2026-01-08 14:31:22 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:981.20 total_reward_ma:969.34 loss:-0.004366 fps:1663 +frame:7.62e+06 wall_t:4582 t:476250 epi:nan +opt_step:119040 lr:5.954e-05 clip_eps:0.1 entropy:1.064 +2026-01-08 14:31:27 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:984.80 total_reward_ma:969.44 loss:-0.006091 fps:1663 +frame:7.63e+06 wall_t:4587 t:476875 epi:nan +opt_step:119200 lr:5.928e-05 clip_eps:0.1 entropy:1.15 +2026-01-08 14:31:32 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:986.70 total_reward_ma:969.58 loss:-0.007694 fps:1663 +frame:7.64e+06 wall_t:4593 t:477500 epi:nan +opt_step:119360 lr:5.902e-05 clip_eps:0.1 entropy:1.094 +2026-01-08 14:31:37 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:989.30 total_reward_ma:969.73 loss:-0.003322 fps:1664 +frame:7.65e+06 wall_t:4598 t:478125 epi:nan +opt_step:119520 lr:5.877e-05 clip_eps:0.1 entropy:1.054 +2026-01-08 14:31:43 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:987.70 total_reward_ma:969.92 loss:-0.008186 fps:1664 +frame:7.66e+06 wall_t:4603 t:478750 epi:nan +opt_step:119680 lr:5.851e-05 clip_eps:0.1 entropy:1.036 +2026-01-08 14:31:48 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:985.80 total_reward_ma:970.09 loss:-0.004485 fps:1664 +frame:7.67e+06 wall_t:4608 t:479375 epi:nan +opt_step:119840 lr:5.826e-05 clip_eps:0.1 entropy:1.038 +2026-01-08 14:31:53 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:980.60 total_reward_ma:970.29 loss:-0.008631 fps:1664 +frame:7.68e+06 wall_t:4614 t:480000 epi:nan +opt_step:120000 lr:5.8e-05 clip_eps:0.1 entropy:1.031 +2026-01-08 14:31:58 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:977.50 total_reward_ma:970.46 loss:-0.01046 fps:1665 +frame:7.69e+06 wall_t:4619 t:480625 epi:nan +opt_step:120128 lr:5.78e-05 clip_eps:0.1 entropy:1.159 +2026-01-08 14:32:03 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:979.90 total_reward_ma:970.61 loss:-0.009058 fps:1665 +frame:7.70e+06 wall_t:4624 t:481250 epi:nan +opt_step:120288 lr:5.754e-05 clip_eps:0.1 entropy:1.119 +2026-01-08 14:32:09 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:980.40 total_reward_ma:970.81 loss:-0.01244 fps:1666 +frame:7.71e+06 wall_t:4629 t:481875 epi:nan +opt_step:120448 lr:5.728e-05 clip_eps:0.1 entropy:1.203 +2026-01-08 14:32:14 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:984.60 total_reward_ma:971.02 loss:-0.007996 fps:1666 +frame:7.72e+06 wall_t:4635 t:482500 epi:nan +opt_step:120608 lr:5.703e-05 clip_eps:0.1 entropy:1.106 +2026-01-08 14:32:19 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:985.00 total_reward_ma:971.23 loss:-0.009561 fps:1666 +frame:7.73e+06 wall_t:4640 t:483125 epi:nan +opt_step:120768 lr:5.677e-05 clip_eps:0.1 entropy:1.074 +2026-01-08 14:32:25 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:984.40 total_reward_ma:971.39 loss:-0.007885 fps:1666 +frame:7.74e+06 wall_t:4645 t:483750 epi:nan +opt_step:120928 lr:5.652e-05 clip_eps:0.1 entropy:1.322 +2026-01-08 14:32:30 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:986.90 total_reward_ma:971.56 loss:-0.005929 fps:1667 +frame:7.75e+06 wall_t:4650 t:484375 epi:nan +opt_step:121088 lr:5.626e-05 clip_eps:0.1 entropy:1.089 +2026-01-08 14:32:35 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:986.30 total_reward_ma:971.78 loss:-0.005201 fps:1667 +frame:7.76e+06 wall_t:4655 t:485000 epi:nan +opt_step:121248 lr:5.6e-05 clip_eps:0.1 entropy:1.157 +2026-01-08 14:32:40 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:984.10 total_reward_ma:971.89 loss:-0.002175 fps:1667 +frame:7.77e+06 wall_t:4660 t:485625 epi:nan +opt_step:121376 lr:5.58e-05 clip_eps:0.1 entropy:1.126 +2026-01-08 14:32:45 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:987.60 total_reward_ma:972.02 loss:-0.006684 fps:1668 +frame:7.78e+06 wall_t:4665 t:486250 epi:nan +opt_step:121536 lr:5.554e-05 clip_eps:0.1 entropy:1.085 +2026-01-08 14:32:50 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:985.20 total_reward_ma:972.11 loss:-0.003888 fps:1668 +frame:7.79e+06 wall_t:4671 t:486875 epi:nan +opt_step:121696 lr:5.529e-05 clip_eps:0.1 entropy:1.15 +2026-01-08 14:32:55 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:989.50 total_reward_ma:972.18 loss:-0.003553 fps:1668 +frame:7.80e+06 wall_t:4676 t:487500 epi:nan +opt_step:121856 lr:5.503e-05 clip_eps:0.1 entropy:1.086 +2026-01-08 14:33:01 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:990.30 total_reward_ma:972.20 loss:-0.005546 fps:1668 +frame:7.81e+06 wall_t:4681 t:488125 epi:nan +opt_step:122016 lr:5.477e-05 clip_eps:0.1 entropy:1.067 +2026-01-08 14:33:05 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:989.70 total_reward_ma:972.20 loss:-0.009208 fps:1669 +frame:7.82e+06 wall_t:4686 t:488750 epi:nan +opt_step:122176 lr:5.452e-05 clip_eps:0.1 entropy:1.098 +2026-01-08 14:33:10 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:988.30 total_reward_ma:972.15 loss:-0.01035 fps:1669 +frame:7.83e+06 wall_t:4691 t:489375 epi:nan +opt_step:122336 lr:5.426e-05 clip_eps:0.1 entropy:1.12 +2026-01-08 14:33:16 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:994.20 total_reward_ma:972.16 loss:-0.005499 fps:1670 +frame:7.84e+06 wall_t:4696 t:490000 epi:nan +opt_step:122496 lr:5.401e-05 clip_eps:0.1 entropy:1.029 +2026-01-08 14:33:21 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:995.70 total_reward_ma:972.14 loss:-0.01275 fps:1670 +frame:7.85e+06 wall_t:4701 t:490625 epi:nan +opt_step:122656 lr:5.375e-05 clip_eps:0.1 entropy:1.132 +2026-01-08 14:33:25 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:997.70 total_reward_ma:972.12 loss:-0.004857 fps:1670 +frame:7.86e+06 wall_t:4706 t:491250 epi:nan +opt_step:122784 lr:5.355e-05 clip_eps:0.1 entropy:1.038 +2026-01-08 14:33:31 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1006.10 total_reward_ma:972.17 loss:-0.008771 fps:1671 +frame:7.87e+06 wall_t:4711 t:491875 epi:nan +opt_step:122944 lr:5.329e-05 clip_eps:0.1 entropy:0.9953 +2026-01-08 14:33:36 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1013.80 total_reward_ma:972.32 loss:-0.003029 fps:1671 +frame:7.88e+06 wall_t:4716 t:492500 epi:nan +opt_step:123104 lr:5.303e-05 clip_eps:0.1 entropy:1.045 +2026-01-08 14:33:41 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1010.20 total_reward_ma:972.44 loss:-0.01088 fps:1671 +frame:7.89e+06 wall_t:4721 t:493125 epi:nan +opt_step:123264 lr:5.278e-05 clip_eps:0.1 entropy:1.183 +2026-01-08 14:33:46 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1010.80 total_reward_ma:972.59 loss:-0.008111 fps:1672 +frame:7.90e+06 wall_t:4726 t:493750 epi:nan +opt_step:123424 lr:5.252e-05 clip_eps:0.1 entropy:1.127 +2026-01-08 14:33:51 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1014.50 total_reward_ma:972.74 loss:-0.01059 fps:1672 +frame:7.91e+06 wall_t:4731 t:494375 epi:nan +opt_step:123584 lr:5.227e-05 clip_eps:0.1 entropy:1.12 +2026-01-08 14:33:56 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1013.00 total_reward_ma:972.90 loss:-0.009752 fps:1672 +frame:7.92e+06 wall_t:4736 t:495000 epi:nan +opt_step:123744 lr:5.201e-05 clip_eps:0.1 entropy:1.099 +2026-01-08 14:34:01 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1016.40 total_reward_ma:973.13 loss:0.0004749 fps:1672 +frame:7.93e+06 wall_t:4742 t:495625 epi:nan +opt_step:123904 lr:5.175e-05 clip_eps:0.1 entropy:1.208 +2026-01-08 14:34:06 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1015.30 total_reward_ma:973.38 loss:-0.01212 fps:1673 +frame:7.94e+06 wall_t:4747 t:496250 epi:nan +opt_step:124032 lr:5.155e-05 clip_eps:0.1 entropy:1.097 +2026-01-08 14:34:11 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1018.20 total_reward_ma:973.66 loss:-0.009092 fps:1673 +frame:7.95e+06 wall_t:4752 t:496875 epi:nan +opt_step:124192 lr:5.129e-05 clip_eps:0.1 entropy:1.09 +2026-01-08 14:34:16 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1022.80 total_reward_ma:974.00 loss:-0.00225 fps:1673 +frame:7.96e+06 wall_t:4757 t:497500 epi:nan +opt_step:124352 lr:5.104e-05 clip_eps:0.1 entropy:1.061 +2026-01-08 14:34:21 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1019.80 total_reward_ma:974.39 loss:-0.0005697 fps:1674 +frame:7.97e+06 wall_t:4762 t:498125 epi:nan +opt_step:124512 lr:5.078e-05 clip_eps:0.1 entropy:1.118 +2026-01-08 14:34:26 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1020.50 total_reward_ma:974.81 loss:-0.006497 fps:1674 +frame:7.98e+06 wall_t:4767 t:498750 epi:nan +opt_step:124672 lr:5.052e-05 clip_eps:0.1 entropy:1.225 +2026-01-08 14:34:32 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1019.40 total_reward_ma:975.26 loss:-0.007179 fps:1674 +frame:7.99e+06 wall_t:4772 t:499375 epi:nan +opt_step:124832 lr:5.027e-05 clip_eps:0.1 entropy:1.087 +2026-01-08 14:34:37 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1016.20 total_reward_ma:975.74 loss:-0.008854 fps:1675 +frame:8.00e+06 wall_t:4777 t:500000 epi:nan +opt_step:124992 lr:5.001e-05 clip_eps:0.1 entropy:1.122 +2026-01-08 14:34:42 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1014.60 total_reward_ma:976.23 loss:-0.01166 fps:1675 +frame:8.01e+06 wall_t:4782 t:500625 epi:nan +opt_step:125152 lr:4.976e-05 clip_eps:0.1 entropy:1.121 +2026-01-08 14:34:47 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1011.20 total_reward_ma:976.69 loss:-0.002224 fps:1675 +frame:8.02e+06 wall_t:4788 t:501250 epi:nan +opt_step:125312 lr:4.95e-05 clip_eps:0.1 entropy:1.074 +2026-01-08 14:34:52 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1008.70 total_reward_ma:977.10 loss:-0.005431 fps:1675 +frame:8.03e+06 wall_t:4793 t:501875 epi:nan +opt_step:125440 lr:4.93e-05 clip_eps:0.1 entropy:1.114 +2026-01-08 14:34:57 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1011.40 total_reward_ma:977.57 loss:-0.01007 fps:1676 +frame:8.04e+06 wall_t:4798 t:502500 epi:nan +opt_step:125600 lr:4.904e-05 clip_eps:0.1 entropy:1.113 +2026-01-08 14:35:02 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1014.30 total_reward_ma:978.10 loss:-0.002557 fps:1676 +frame:8.05e+06 wall_t:4803 t:503125 epi:nan +opt_step:125760 lr:4.878e-05 clip_eps:0.1 entropy:1.122 +2026-01-08 14:35:08 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1012.00 total_reward_ma:978.61 loss:-0.008226 fps:1676 +frame:8.06e+06 wall_t:4808 t:503750 epi:nan +opt_step:125920 lr:4.853e-05 clip_eps:0.1 entropy:1.002 +2026-01-08 14:35:13 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1012.20 total_reward_ma:979.10 loss:-0.003491 fps:1677 +frame:8.07e+06 wall_t:4813 t:504375 epi:nan +opt_step:126080 lr:4.827e-05 clip_eps:0.1 entropy:1.115 +2026-01-08 14:35:18 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1008.10 total_reward_ma:979.56 loss:-0.000804 fps:1677 +frame:8.08e+06 wall_t:4818 t:505000 epi:nan +opt_step:126240 lr:4.802e-05 clip_eps:0.1 entropy:1.154 +2026-01-08 14:35:23 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1002.60 total_reward_ma:979.96 loss:-0.008808 fps:1677 +frame:8.09e+06 wall_t:4824 t:505625 epi:nan +opt_step:126400 lr:4.776e-05 clip_eps:0.1 entropy:1.038 +2026-01-08 14:35:28 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1001.10 total_reward_ma:980.36 loss:-0.006848 fps:1677 +frame:8.10e+06 wall_t:4829 t:506250 epi:nan +opt_step:126560 lr:4.75e-05 clip_eps:0.1 entropy:1.189 +2026-01-08 14:35:33 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1000.30 total_reward_ma:980.71 loss:-0.006106 fps:1678 +frame:8.11e+06 wall_t:4834 t:506875 epi:nan +opt_step:126688 lr:4.73e-05 clip_eps:0.1 entropy:1.004 +2026-01-08 14:35:38 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1003.30 total_reward_ma:981.15 loss:-0.00506 fps:1678 +frame:8.12e+06 wall_t:4839 t:507500 epi:nan +opt_step:126848 lr:4.704e-05 clip_eps:0.1 entropy:0.9897 +2026-01-08 14:35:43 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1004.40 total_reward_ma:981.57 loss:-0.01125 fps:1678 +frame:8.13e+06 wall_t:4844 t:508125 epi:nan +opt_step:127008 lr:4.679e-05 clip_eps:0.1 entropy:1.102 +2026-01-08 14:35:48 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1002.00 total_reward_ma:982.00 loss:-0.005331 fps:1679 +frame:8.14e+06 wall_t:4849 t:508750 epi:nan +opt_step:127168 lr:4.653e-05 clip_eps:0.1 entropy:1.122 +2026-01-08 14:35:53 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1008.10 total_reward_ma:982.49 loss:-0.009954 fps:1679 +frame:8.15e+06 wall_t:4854 t:509375 epi:nan +opt_step:127328 lr:4.628e-05 clip_eps:0.1 entropy:0.9926 +2026-01-08 14:35:58 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1010.20 total_reward_ma:983.00 loss:0.003634 fps:1679 +frame:8.16e+06 wall_t:4859 t:510000 epi:nan +opt_step:127488 lr:4.602e-05 clip_eps:0.1 entropy:1.255 +2026-01-08 14:36:03 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1013.90 total_reward_ma:983.55 loss:-0.007874 fps:1680 +frame:8.17e+06 wall_t:4864 t:510625 epi:nan +opt_step:127648 lr:4.576e-05 clip_eps:0.1 entropy:1.002 +2026-01-08 14:36:08 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1012.50 total_reward_ma:984.08 loss:-0.006106 fps:1680 +frame:8.18e+06 wall_t:4869 t:511250 epi:nan +opt_step:127808 lr:4.551e-05 clip_eps:0.1 entropy:1.049 +2026-01-08 14:36:13 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1014.70 total_reward_ma:984.66 loss:-0.01065 fps:1680 +frame:8.19e+06 wall_t:4874 t:511875 epi:nan +opt_step:127968 lr:4.525e-05 clip_eps:0.1 entropy:1.088 +2026-01-08 14:36:18 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1019.70 total_reward_ma:985.28 loss:-0.005286 fps:1681 +frame:8.20e+06 wall_t:4878 t:512500 epi:nan +opt_step:128096 lr:4.505e-05 clip_eps:0.1 entropy:1.074 +2026-01-08 14:36:23 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1020.80 total_reward_ma:985.92 loss:-0.01029 fps:1681 +frame:8.21e+06 wall_t:4883 t:513125 epi:nan +opt_step:128256 lr:4.479e-05 clip_eps:0.1 entropy:1.107 +2026-01-08 14:36:28 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1022.60 total_reward_ma:986.58 loss:-0.006847 fps:1681 +frame:8.22e+06 wall_t:4889 t:513750 epi:nan +opt_step:128416 lr:4.453e-05 clip_eps:0.1 entropy:1.068 +2026-01-08 14:36:33 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1023.50 total_reward_ma:987.25 loss:-0.009028 fps:1682 +frame:8.23e+06 wall_t:4894 t:514375 epi:nan +opt_step:128576 lr:4.428e-05 clip_eps:0.1 entropy:1.144 +2026-01-08 14:36:39 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1020.60 total_reward_ma:987.85 loss:-0.007091 fps:1682 +frame:8.24e+06 wall_t:4900 t:515000 epi:nan +opt_step:128736 lr:4.402e-05 clip_eps:0.1 entropy:0.9595 +2026-01-08 14:36:45 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1023.60 total_reward_ma:988.46 loss:-0.01177 fps:1682 +frame:8.25e+06 wall_t:4905 t:515625 epi:nan +opt_step:128896 lr:4.377e-05 clip_eps:0.1 entropy:1.057 +2026-01-08 14:36:51 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1022.90 total_reward_ma:989.05 loss:-0.009261 fps:1682 +frame:8.26e+06 wall_t:4911 t:516250 epi:nan +opt_step:129056 lr:4.351e-05 clip_eps:0.1 entropy:1.151 +2026-01-08 14:36:56 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1024.70 total_reward_ma:989.65 loss:-0.006989 fps:1682 +frame:8.27e+06 wall_t:4917 t:516875 epi:nan +opt_step:129216 lr:4.325e-05 clip_eps:0.1 entropy:1.103 +2026-01-08 14:37:01 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1027.20 total_reward_ma:990.23 loss:-0.008887 fps:1683 +frame:8.28e+06 wall_t:4921 t:517500 epi:nan +opt_step:129344 lr:4.305e-05 clip_eps:0.1 entropy:1.017 +2026-01-08 14:37:06 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1028.70 total_reward_ma:990.83 loss:-0.008126 fps:1683 +frame:8.29e+06 wall_t:4927 t:518125 epi:nan +opt_step:129504 lr:4.279e-05 clip_eps:0.1 entropy:1.129 +2026-01-08 14:37:11 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1030.80 total_reward_ma:991.49 loss:-0.005888 fps:1683 +frame:8.30e+06 wall_t:4932 t:518750 epi:nan +opt_step:129664 lr:4.254e-05 clip_eps:0.1 entropy:1.14 +2026-01-08 14:37:17 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1033.80 total_reward_ma:992.24 loss:-0.006046 fps:1683 +frame:8.31e+06 wall_t:4937 t:519375 epi:nan +opt_step:129824 lr:4.228e-05 clip_eps:0.1 entropy:1.024 +2026-01-08 14:37:22 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1033.30 total_reward_ma:993.00 loss:-0.008984 fps:1684 +frame:8.32e+06 wall_t:4942 t:520000 epi:nan +opt_step:129984 lr:4.203e-05 clip_eps:0.1 entropy:1.106 +2026-01-08 14:37:27 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1037.90 total_reward_ma:993.77 loss:-0.006917 fps:1684 +frame:8.33e+06 wall_t:4947 t:520625 epi:nan +opt_step:130144 lr:4.177e-05 clip_eps:0.1 entropy:1.195 +2026-01-08 14:37:32 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1035.80 total_reward_ma:994.52 loss:-0.01092 fps:1684 +frame:8.34e+06 wall_t:4952 t:521250 epi:nan +opt_step:130304 lr:4.151e-05 clip_eps:0.1 entropy:1.057 +2026-01-08 14:37:37 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1035.30 total_reward_ma:995.24 loss:-0.006177 fps:1684 +frame:8.35e+06 wall_t:4957 t:521875 epi:nan +opt_step:130464 lr:4.126e-05 clip_eps:0.1 entropy:1.128 +2026-01-08 14:37:42 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1038.80 total_reward_ma:995.97 loss:-0.008866 fps:1685 +frame:8.36e+06 wall_t:4962 t:522500 epi:nan +opt_step:130624 lr:4.1e-05 clip_eps:0.1 entropy:1.017 +2026-01-08 14:37:47 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1037.90 total_reward_ma:996.72 loss:-0.004925 fps:1685 +frame:8.37e+06 wall_t:4967 t:523125 epi:nan +opt_step:130752 lr:4.08e-05 clip_eps:0.1 entropy:1.079 +2026-01-08 14:37:52 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1039.10 total_reward_ma:997.51 loss:-0.01058 fps:1685 +frame:8.38e+06 wall_t:4972 t:523750 epi:nan +opt_step:130912 lr:4.054e-05 clip_eps:0.1 entropy:1.019 +2026-01-08 14:37:57 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1038.30 total_reward_ma:998.33 loss:-0.008049 fps:1686 +frame:8.39e+06 wall_t:4977 t:524375 epi:nan +opt_step:131072 lr:4.028e-05 clip_eps:0.1 entropy:1.067 +2026-01-08 14:38:02 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1041.90 total_reward_ma:999.17 loss:-0.004105 fps:1686 +frame:8.40e+06 wall_t:4982 t:525000 epi:nan +opt_step:131232 lr:4.003e-05 clip_eps:0.1 entropy:1.117 +2026-01-08 14:38:07 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1043.10 total_reward_ma:1000.06 loss:-0.007241 fps:1686 +frame:8.41e+06 wall_t:4987 t:525625 epi:nan +opt_step:131392 lr:3.977e-05 clip_eps:0.1 entropy:1.054 +2026-01-08 14:38:12 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1038.60 total_reward_ma:1000.90 loss:0.0009889 fps:1687 +frame:8.42e+06 wall_t:4992 t:526250 epi:nan +opt_step:131552 lr:3.952e-05 clip_eps:0.1 entropy:1.146 +2026-01-08 14:38:17 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1033.50 total_reward_ma:1001.71 loss:-0.007781 fps:1687 +frame:8.43e+06 wall_t:4997 t:526875 epi:nan +opt_step:131712 lr:3.926e-05 clip_eps:0.1 entropy:1.068 +2026-01-08 14:38:22 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1032.60 total_reward_ma:1002.55 loss:-0.00717 fps:1687 +frame:8.44e+06 wall_t:5002 t:527500 epi:nan +opt_step:131872 lr:3.9e-05 clip_eps:0.1 entropy:1.104 +2026-01-08 14:38:26 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1030.90 total_reward_ma:1003.32 loss:-0.003693 fps:1688 +frame:8.45e+06 wall_t:5007 t:528125 epi:nan +opt_step:132000 lr:3.88e-05 clip_eps:0.1 entropy:1.173 +2026-01-08 14:38:31 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1030.20 total_reward_ma:1004.12 loss:5.612e-05 fps:1688 +frame:8.46e+06 wall_t:5012 t:528750 epi:nan +opt_step:132160 lr:3.854e-05 clip_eps:0.1 entropy:1.186 +2026-01-08 14:38:36 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1028.40 total_reward_ma:1004.95 loss:-0.004412 fps:1688 +frame:8.47e+06 wall_t:5017 t:529375 epi:nan +opt_step:132320 lr:3.829e-05 clip_eps:0.1 entropy:1.049 +2026-01-08 14:38:41 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1029.30 total_reward_ma:1005.71 loss:-0.005826 fps:1689 +frame:8.48e+06 wall_t:5022 t:530000 epi:nan +opt_step:132480 lr:3.803e-05 clip_eps:0.1 entropy:1.097 +2026-01-08 14:38:46 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1029.90 total_reward_ma:1006.42 loss:0.003216 fps:1689 +frame:8.49e+06 wall_t:5027 t:530625 epi:nan +opt_step:132640 lr:3.778e-05 clip_eps:0.1 entropy:1.193 +2026-01-08 14:38:51 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1031.20 total_reward_ma:1007.07 loss:-0.0008956 fps:1689 +frame:8.50e+06 wall_t:5032 t:531250 epi:nan +opt_step:132800 lr:3.752e-05 clip_eps:0.1 entropy:1.085 +2026-01-08 14:38:56 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1032.10 total_reward_ma:1007.71 loss:-0.009086 fps:1690 +frame:8.51e+06 wall_t:5036 t:531875 epi:nan +opt_step:132960 lr:3.726e-05 clip_eps:0.1 entropy:1.12 +2026-01-08 14:39:00 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1030.10 total_reward_ma:1008.32 loss:-0.003829 fps:1690 +frame:8.52e+06 wall_t:5041 t:532500 epi:nan +opt_step:133120 lr:3.701e-05 clip_eps:0.1 entropy:1.202 +2026-01-08 14:39:05 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1030.00 total_reward_ma:1008.95 loss:-0.0108 fps:1690 +frame:8.53e+06 wall_t:5046 t:533125 epi:nan +opt_step:133280 lr:3.675e-05 clip_eps:0.1 entropy:1.011 +2026-01-08 14:39:10 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1029.00 total_reward_ma:1009.58 loss:-0.007928 fps:1691 +frame:8.54e+06 wall_t:5050 t:533750 epi:nan +opt_step:133408 lr:3.655e-05 clip_eps:0.1 entropy:1.252 +2026-01-08 14:39:15 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1028.20 total_reward_ma:1010.18 loss:-0.004627 fps:1691 +frame:8.55e+06 wall_t:5055 t:534375 epi:nan +opt_step:133568 lr:3.629e-05 clip_eps:0.1 entropy:1.08 +2026-01-08 14:39:20 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1027.80 total_reward_ma:1010.75 loss:-0.01058 fps:1692 +frame:8.56e+06 wall_t:5060 t:535000 epi:nan +opt_step:133728 lr:3.604e-05 clip_eps:0.1 entropy:0.9549 +2026-01-08 14:39:25 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1024.70 total_reward_ma:1011.26 loss:-0.008808 fps:1692 +frame:8.57e+06 wall_t:5065 t:535625 epi:nan +opt_step:133888 lr:3.578e-05 clip_eps:0.1 entropy:1.161 +2026-01-08 14:39:30 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1027.70 total_reward_ma:1011.75 loss:-0.009505 fps:1692 +frame:8.58e+06 wall_t:5070 t:536250 epi:nan +opt_step:134048 lr:3.552e-05 clip_eps:0.1 entropy:1.127 +2026-01-08 14:39:34 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1025.80 total_reward_ma:1012.22 loss:-0.004188 fps:1693 +frame:8.59e+06 wall_t:5075 t:536875 epi:nan +opt_step:134208 lr:3.527e-05 clip_eps:0.1 entropy:1.048 +2026-01-08 14:39:40 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1024.70 total_reward_ma:1012.68 loss:-0.008074 fps:1693 +frame:8.60e+06 wall_t:5080 t:537500 epi:nan +opt_step:134368 lr:3.501e-05 clip_eps:0.1 entropy:1.218 +2026-01-08 14:39:45 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1029.60 total_reward_ma:1013.21 loss:-0.002885 fps:1693 +frame:8.61e+06 wall_t:5085 t:538125 epi:nan +opt_step:134528 lr:3.476e-05 clip_eps:0.1 entropy:1.104 +2026-01-08 14:39:50 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1033.90 total_reward_ma:1013.73 loss:-0.007412 fps:1694 +frame:8.62e+06 wall_t:5090 t:538750 epi:nan +opt_step:134656 lr:3.455e-05 clip_eps:0.1 entropy:1.044 +2026-01-08 14:39:56 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1035.80 total_reward_ma:1014.24 loss:-0.007405 fps:1693 +frame:8.63e+06 wall_t:5097 t:539375 epi:nan +opt_step:134816 lr:3.429e-05 clip_eps:0.1 entropy:0.9942 +2026-01-08 14:40:02 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1035.30 total_reward_ma:1014.73 loss:-0.003926 fps:1693 +frame:8.64e+06 wall_t:5103 t:540000 epi:nan +opt_step:134976 lr:3.404e-05 clip_eps:0.1 entropy:1.216 +2026-01-08 14:40:08 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1041.30 total_reward_ma:1015.25 loss:-0.008331 fps:1693 +frame:8.65e+06 wall_t:5108 t:540625 epi:nan +opt_step:135136 lr:3.378e-05 clip_eps:0.1 entropy:1.041 +2026-01-08 14:40:14 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1040.00 total_reward_ma:1015.77 loss:-0.007905 fps:1693 +frame:8.66e+06 wall_t:5114 t:541250 epi:nan +opt_step:135296 lr:3.353e-05 clip_eps:0.1 entropy:1.153 +2026-01-08 14:40:20 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1040.40 total_reward_ma:1016.32 loss:-0.005279 fps:1693 +frame:8.67e+06 wall_t:5120 t:541875 epi:nan +opt_step:135456 lr:3.327e-05 clip_eps:0.1 entropy:1.159 +2026-01-08 14:40:26 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1041.00 total_reward_ma:1016.92 loss:-0.002173 fps:1693 +frame:8.68e+06 wall_t:5126 t:542500 epi:nan +opt_step:135616 lr:3.301e-05 clip_eps:0.1 entropy:1.188 +2026-01-08 14:40:31 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1040.20 total_reward_ma:1017.55 loss:-0.008519 fps:1693 +frame:8.69e+06 wall_t:5132 t:543125 epi:nan +opt_step:135776 lr:3.276e-05 clip_eps:0.1 entropy:1.109 +2026-01-08 14:40:37 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1036.80 total_reward_ma:1018.12 loss:-0.007295 fps:1693 +frame:8.70e+06 wall_t:5138 t:543750 epi:nan +opt_step:135936 lr:3.25e-05 clip_eps:0.1 entropy:1.171 +2026-01-08 14:40:43 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1035.30 total_reward_ma:1018.67 loss:-0.002831 fps:1694 +frame:8.71e+06 wall_t:5143 t:544375 epi:nan +opt_step:136064 lr:3.23e-05 clip_eps:0.1 entropy:1.197 +2026-01-08 14:40:49 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1038.10 total_reward_ma:1019.20 loss:-0.007517 fps:1694 +frame:8.72e+06 wall_t:5149 t:545000 epi:nan +opt_step:136224 lr:3.204e-05 clip_eps:0.1 entropy:1.042 +2026-01-08 14:40:55 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1034.10 total_reward_ma:1019.69 loss:-0.005661 fps:1694 +frame:8.73e+06 wall_t:5155 t:545625 epi:nan +opt_step:136384 lr:3.179e-05 clip_eps:0.1 entropy:1.117 +2026-01-08 14:41:00 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1035.80 total_reward_ma:1020.21 loss:-0.008089 fps:1693 +frame:8.74e+06 wall_t:5161 t:546250 epi:nan +opt_step:136544 lr:3.153e-05 clip_eps:0.1 entropy:1.151 +2026-01-08 14:41:06 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1033.50 total_reward_ma:1020.67 loss:-0.006014 fps:1693 +frame:8.75e+06 wall_t:5167 t:546875 epi:nan +opt_step:136704 lr:3.127e-05 clip_eps:0.1 entropy:1.133 +2026-01-08 14:41:12 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1034.70 total_reward_ma:1021.16 loss:-0.009791 fps:1693 +frame:8.76e+06 wall_t:5173 t:547500 epi:nan +opt_step:136864 lr:3.102e-05 clip_eps:0.1 entropy:1.043 +2026-01-08 14:41:18 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1038.80 total_reward_ma:1021.70 loss:-0.006749 fps:1693 +frame:8.77e+06 wall_t:5179 t:548125 epi:nan +opt_step:137024 lr:3.076e-05 clip_eps:0.1 entropy:1.105 +2026-01-08 14:41:24 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1037.60 total_reward_ma:1022.20 loss:-0.003282 fps:1694 +frame:8.78e+06 wall_t:5184 t:548750 epi:nan +opt_step:137184 lr:3.051e-05 clip_eps:0.1 entropy:1.157 +2026-01-08 14:41:29 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1035.00 total_reward_ma:1022.70 loss:-0.009406 fps:1694 +frame:8.79e+06 wall_t:5189 t:549375 epi:nan +opt_step:137312 lr:3.03e-05 clip_eps:0.1 entropy:1.108 +2026-01-08 14:41:34 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1032.20 total_reward_ma:1023.13 loss:-0.003468 fps:1694 +frame:8.80e+06 wall_t:5195 t:550000 epi:nan +opt_step:137472 lr:3.004e-05 clip_eps:0.1 entropy:1.184 +2026-01-08 14:41:39 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1028.90 total_reward_ma:1023.52 loss:-0.009585 fps:1694 +frame:8.81e+06 wall_t:5200 t:550625 epi:nan +opt_step:137632 lr:2.979e-05 clip_eps:0.1 entropy:1.089 +2026-01-08 14:41:44 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1028.70 total_reward_ma:1023.91 loss:-0.007205 fps:1695 +frame:8.82e+06 wall_t:5205 t:551250 epi:nan +opt_step:137792 lr:2.953e-05 clip_eps:0.1 entropy:1.104 +2026-01-08 14:41:49 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1027.70 total_reward_ma:1024.30 loss:-0.004811 fps:1695 +frame:8.83e+06 wall_t:5210 t:551875 epi:nan +opt_step:137952 lr:2.928e-05 clip_eps:0.1 entropy:1.113 +2026-01-08 14:41:55 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1023.90 total_reward_ma:1024.60 loss:-0.01027 fps:1695 +frame:8.84e+06 wall_t:5215 t:552500 epi:nan +opt_step:138112 lr:2.902e-05 clip_eps:0.1 entropy:1.024 +2026-01-08 14:42:00 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1026.30 total_reward_ma:1024.90 loss:-0.00843 fps:1695 +frame:8.85e+06 wall_t:5220 t:553125 epi:nan +opt_step:138272 lr:2.876e-05 clip_eps:0.1 entropy:1.08 +2026-01-08 14:42:05 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1026.40 total_reward_ma:1025.19 loss:-0.008068 fps:1695 +frame:8.86e+06 wall_t:5226 t:553750 epi:nan +opt_step:138432 lr:2.851e-05 clip_eps:0.1 entropy:1.047 +2026-01-08 14:42:11 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1024.40 total_reward_ma:1025.37 loss:-0.01009 fps:1696 +frame:8.87e+06 wall_t:5231 t:554375 epi:nan +opt_step:138592 lr:2.825e-05 clip_eps:0.1 entropy:1.282 +2026-01-08 14:42:16 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1028.40 total_reward_ma:1025.52 loss:-0.002077 fps:1696 +frame:8.88e+06 wall_t:5236 t:555000 epi:nan +opt_step:138720 lr:2.805e-05 clip_eps:0.1 entropy:1.133 +2026-01-08 14:42:21 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1030.10 total_reward_ma:1025.72 loss:-0.01037 fps:1696 +frame:8.89e+06 wall_t:5241 t:555625 epi:nan +opt_step:138880 lr:2.779e-05 clip_eps:0.1 entropy:1.148 +2026-01-08 14:42:26 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1028.50 total_reward_ma:1025.89 loss:-0.002007 fps:1696 +frame:8.90e+06 wall_t:5247 t:556250 epi:nan +opt_step:139040 lr:2.754e-05 clip_eps:0.1 entropy:1.119 +2026-01-08 14:42:31 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1026.20 total_reward_ma:1026.01 loss:-0.006613 fps:1696 +frame:8.91e+06 wall_t:5252 t:556875 epi:nan +opt_step:139200 lr:2.728e-05 clip_eps:0.1 entropy:1.015 +2026-01-08 14:42:36 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1026.70 total_reward_ma:1026.15 loss:-0.005998 fps:1697 +frame:8.92e+06 wall_t:5257 t:557500 epi:nan +opt_step:139360 lr:2.702e-05 clip_eps:0.1 entropy:1.146 +2026-01-08 14:42:41 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1026.90 total_reward_ma:1026.25 loss:-0.006689 fps:1697 +frame:8.93e+06 wall_t:5262 t:558125 epi:nan +opt_step:139520 lr:2.677e-05 clip_eps:0.1 entropy:1.082 +2026-01-08 14:42:46 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1023.10 total_reward_ma:1026.33 loss:-0.00462 fps:1697 +frame:8.94e+06 wall_t:5267 t:558750 epi:nan +opt_step:139680 lr:2.651e-05 clip_eps:0.1 entropy:1.114 +2026-01-08 14:42:51 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1025.80 total_reward_ma:1026.41 loss:-0.006737 fps:1698 +frame:8.95e+06 wall_t:5272 t:559375 epi:nan +opt_step:139840 lr:2.626e-05 clip_eps:0.1 entropy:1.094 +2026-01-08 14:42:56 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1028.20 total_reward_ma:1026.46 loss:-0.008561 fps:1698 +frame:8.96e+06 wall_t:5277 t:560000 epi:nan +opt_step:140000 lr:2.6e-05 clip_eps:0.1 entropy:1.073 +2026-01-08 14:43:01 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1027.70 total_reward_ma:1026.54 loss:0.000548 fps:1698 +frame:8.97e+06 wall_t:5282 t:560625 epi:nan +opt_step:140128 lr:2.58e-05 clip_eps:0.1 entropy:1.092 +2026-01-08 14:43:06 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1031.60 total_reward_ma:1026.65 loss:-0.01124 fps:1699 +frame:8.98e+06 wall_t:5287 t:561250 epi:nan +opt_step:140288 lr:2.554e-05 clip_eps:0.1 entropy:1.017 +2026-01-08 14:43:11 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1036.90 total_reward_ma:1026.83 loss:-0.000717 fps:1699 +frame:8.99e+06 wall_t:5292 t:561875 epi:nan +opt_step:140448 lr:2.528e-05 clip_eps:0.1 entropy:1.194 +2026-01-08 14:43:16 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1038.20 total_reward_ma:1027.05 loss:-0.002172 fps:1699 +frame:9.00e+06 wall_t:5297 t:562500 epi:nan +opt_step:140608 lr:2.503e-05 clip_eps:0.1 entropy:1.104 +2026-01-08 14:43:21 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1036.90 total_reward_ma:1027.27 loss:-0.007239 fps:1699 +frame:9.01e+06 wall_t:5302 t:563125 epi:nan +opt_step:140768 lr:2.477e-05 clip_eps:0.1 entropy:1.226 +2026-01-08 14:43:26 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1040.00 total_reward_ma:1027.56 loss:-0.006863 fps:1700 +frame:9.02e+06 wall_t:5307 t:563750 epi:nan +opt_step:140928 lr:2.452e-05 clip_eps:0.1 entropy:1.188 +2026-01-08 14:43:32 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1043.20 total_reward_ma:1027.90 loss:0.001767 fps:1700 +frame:9.03e+06 wall_t:5312 t:564375 epi:nan +opt_step:141088 lr:2.426e-05 clip_eps:0.1 entropy:1.111 +2026-01-08 14:43:37 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1044.30 total_reward_ma:1028.23 loss:-0.000815 fps:1700 +frame:9.04e+06 wall_t:5317 t:565000 epi:nan +opt_step:141248 lr:2.4e-05 clip_eps:0.1 entropy:1.2 +2026-01-08 14:43:41 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1045.50 total_reward_ma:1028.54 loss:-0.001325 fps:1700 +frame:9.05e+06 wall_t:5322 t:565625 epi:nan +opt_step:141376 lr:2.38e-05 clip_eps:0.1 entropy:1.195 +2026-01-08 14:43:47 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1047.60 total_reward_ma:1028.90 loss:-0.006883 fps:1701 +frame:9.06e+06 wall_t:5327 t:566250 epi:nan +opt_step:141536 lr:2.354e-05 clip_eps:0.1 entropy:1.067 +2026-01-08 14:43:52 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1045.90 total_reward_ma:1029.24 loss:-0.005138 fps:1701 +frame:9.07e+06 wall_t:5332 t:566875 epi:nan +opt_step:141696 lr:2.329e-05 clip_eps:0.1 entropy:1.121 +2026-01-08 14:43:57 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1042.60 total_reward_ma:1029.58 loss:-0.002062 fps:1701 +frame:9.08e+06 wall_t:5337 t:567500 epi:nan +opt_step:141856 lr:2.303e-05 clip_eps:0.1 entropy:1.068 +2026-01-08 14:44:02 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1042.10 total_reward_ma:1029.98 loss:-0.005707 fps:1702 +frame:9.09e+06 wall_t:5342 t:568125 epi:nan +opt_step:142016 lr:2.277e-05 clip_eps:0.1 entropy:1.071 +2026-01-08 14:44:07 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1043.50 total_reward_ma:1030.40 loss:-0.00621 fps:1702 +frame:9.10e+06 wall_t:5347 t:568750 epi:nan +opt_step:142176 lr:2.252e-05 clip_eps:0.1 entropy:1.146 +2026-01-08 14:44:12 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1041.80 total_reward_ma:1030.81 loss:-0.006914 fps:1702 +frame:9.11e+06 wall_t:5353 t:569375 epi:nan +opt_step:142336 lr:2.226e-05 clip_eps:0.1 entropy:1.191 +2026-01-08 14:44:17 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1045.10 total_reward_ma:1031.23 loss:-0.001963 fps:1702 +frame:9.12e+06 wall_t:5358 t:570000 epi:nan +opt_step:142496 lr:2.201e-05 clip_eps:0.1 entropy:1.08 +2026-01-08 14:44:23 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1044.10 total_reward_ma:1031.63 loss:0.001206 fps:1702 +frame:9.13e+06 wall_t:5363 t:570625 epi:nan +opt_step:142656 lr:2.175e-05 clip_eps:0.1 entropy:1.14 +2026-01-08 14:44:27 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1043.70 total_reward_ma:1032.05 loss:-0.006664 fps:1703 +frame:9.14e+06 wall_t:5368 t:571250 epi:nan +opt_step:142784 lr:2.155e-05 clip_eps:0.1 entropy:1.183 +2026-01-08 14:44:32 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1042.80 total_reward_ma:1032.39 loss:-0.008703 fps:1703 +frame:9.15e+06 wall_t:5373 t:571875 epi:nan +opt_step:142944 lr:2.129e-05 clip_eps:0.1 entropy:1.018 +2026-01-08 14:44:37 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1040.40 total_reward_ma:1032.70 loss:-0.004295 fps:1703 +frame:9.16e+06 wall_t:5378 t:572500 epi:nan +opt_step:143104 lr:2.103e-05 clip_eps:0.1 entropy:1.072 +2026-01-08 14:44:42 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1043.00 total_reward_ma:1032.99 loss:-0.00364 fps:1704 +frame:9.17e+06 wall_t:5383 t:573125 epi:nan +opt_step:143264 lr:2.078e-05 clip_eps:0.1 entropy:1.045 +2026-01-08 14:44:47 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1039.40 total_reward_ma:1033.26 loss:-0.00882 fps:1704 +frame:9.18e+06 wall_t:5388 t:573750 epi:nan +opt_step:143424 lr:2.052e-05 clip_eps:0.1 entropy:1.088 +2026-01-08 14:44:53 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1042.70 total_reward_ma:1033.54 loss:-0.00768 fps:1704 +frame:9.19e+06 wall_t:5393 t:574375 epi:nan +opt_step:143584 lr:2.027e-05 clip_eps:0.1 entropy:1.024 +2026-01-08 14:44:58 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1043.10 total_reward_ma:1033.77 loss:-0.003232 fps:1704 +frame:9.20e+06 wall_t:5398 t:575000 epi:nan +opt_step:143744 lr:2.001e-05 clip_eps:0.1 entropy:1.188 +2026-01-08 14:45:03 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1044.50 total_reward_ma:1034.01 loss:-0.007574 fps:1705 +frame:9.21e+06 wall_t:5403 t:575625 epi:nan +opt_step:143904 lr:1.975e-05 clip_eps:0.1 entropy:1.084 +2026-01-08 14:45:07 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1048.30 total_reward_ma:1034.26 loss:-0.005206 fps:1705 +frame:9.22e+06 wall_t:5408 t:576250 epi:nan +opt_step:144032 lr:1.955e-05 clip_eps:0.1 entropy:1.106 +2026-01-08 14:45:13 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1049.50 total_reward_ma:1034.52 loss:-0.006969 fps:1705 +frame:9.23e+06 wall_t:5414 t:576875 epi:nan +opt_step:144192 lr:1.929e-05 clip_eps:0.1 entropy:1.14 +2026-01-08 14:45:19 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1043.90 total_reward_ma:1034.76 loss:0.004042 fps:1705 +frame:9.24e+06 wall_t:5420 t:577500 epi:nan +opt_step:144352 lr:1.904e-05 clip_eps:0.1 entropy:1.08 +2026-01-08 14:45:25 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1045.80 total_reward_ma:1034.98 loss:-0.006451 fps:1705 +frame:9.25e+06 wall_t:5425 t:578125 epi:nan +opt_step:144512 lr:1.878e-05 clip_eps:0.1 entropy:1.199 +2026-01-08 14:45:30 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1043.10 total_reward_ma:1035.18 loss:-0.007039 fps:1705 +frame:9.26e+06 wall_t:5431 t:578750 epi:nan +opt_step:144672 lr:1.852e-05 clip_eps:0.1 entropy:1.214 +2026-01-08 14:45:36 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1044.20 total_reward_ma:1035.38 loss:-0.005578 fps:1705 +frame:9.27e+06 wall_t:5437 t:579375 epi:nan +opt_step:144832 lr:1.827e-05 clip_eps:0.1 entropy:1.105 +2026-01-08 14:45:42 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1048.50 total_reward_ma:1035.59 loss:-0.009546 fps:1705 +frame:9.28e+06 wall_t:5442 t:580000 epi:nan +opt_step:144992 lr:1.801e-05 clip_eps:0.1 entropy:1.091 +2026-01-08 14:45:48 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1048.10 total_reward_ma:1035.78 loss:0.006635 fps:1705 +frame:9.29e+06 wall_t:5448 t:580625 epi:nan +opt_step:145152 lr:1.776e-05 clip_eps:0.1 entropy:1.103 +2026-01-08 14:45:53 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1047.70 total_reward_ma:1035.95 loss:-0.004078 fps:1705 +frame:9.30e+06 wall_t:5454 t:581250 epi:nan +opt_step:145312 lr:1.75e-05 clip_eps:0.1 entropy:0.9805 +2026-01-08 14:45:59 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1047.10 total_reward_ma:1036.08 loss:-0.005188 fps:1705 +frame:9.31e+06 wall_t:5459 t:581875 epi:nan +opt_step:145440 lr:1.73e-05 clip_eps:0.1 entropy:1.107 +2026-01-08 14:46:04 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1048.40 total_reward_ma:1036.24 loss:-0.006703 fps:1705 +frame:9.32e+06 wall_t:5465 t:582500 epi:nan +opt_step:145600 lr:1.704e-05 clip_eps:0.1 entropy:1.087 +2026-01-08 14:46:10 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1051.30 total_reward_ma:1036.37 loss:-0.007677 fps:1705 +frame:9.33e+06 wall_t:5471 t:583125 epi:nan +opt_step:145760 lr:1.678e-05 clip_eps:0.1 entropy:1.071 +2026-01-08 14:46:16 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1052.40 total_reward_ma:1036.54 loss:-0.007881 fps:1705 +frame:9.34e+06 wall_t:5477 t:583750 epi:nan +opt_step:145920 lr:1.653e-05 clip_eps:0.1 entropy:1.067 +2026-01-08 14:46:22 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1050.10 total_reward_ma:1036.68 loss:-0.003686 fps:1706 +frame:9.35e+06 wall_t:5482 t:584375 epi:nan +opt_step:146080 lr:1.627e-05 clip_eps:0.1 entropy:1.032 +2026-01-08 14:46:28 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1049.30 total_reward_ma:1036.79 loss:-0.003242 fps:1706 +frame:9.36e+06 wall_t:5488 t:585000 epi:nan +opt_step:146240 lr:1.602e-05 clip_eps:0.1 entropy:1.017 +2026-01-08 14:46:33 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1050.50 total_reward_ma:1036.92 loss:-0.005514 fps:1705 +frame:9.37e+06 wall_t:5494 t:585625 epi:nan +opt_step:146400 lr:1.576e-05 clip_eps:0.1 entropy:1.066 +2026-01-08 14:46:39 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1051.30 total_reward_ma:1037.04 loss:-0.001564 fps:1705 +frame:9.38e+06 wall_t:5500 t:586250 epi:nan +opt_step:146560 lr:1.55e-05 clip_eps:0.1 entropy:1.098 +2026-01-08 14:46:45 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1049.50 total_reward_ma:1037.15 loss:-0.002856 fps:1706 +frame:9.39e+06 wall_t:5505 t:586875 epi:nan +opt_step:146688 lr:1.53e-05 clip_eps:0.1 entropy:1.025 +2026-01-08 14:46:51 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1047.80 total_reward_ma:1037.21 loss:-0.005492 fps:1706 +frame:9.40e+06 wall_t:5511 t:587500 epi:nan +opt_step:146848 lr:1.504e-05 clip_eps:0.1 entropy:1.13 +2026-01-08 14:46:56 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1045.10 total_reward_ma:1037.23 loss:0.0003192 fps:1706 +frame:9.41e+06 wall_t:5517 t:588125 epi:nan +opt_step:147008 lr:1.479e-05 clip_eps:0.1 entropy:1.125 +2026-01-08 14:47:02 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1040.20 total_reward_ma:1037.24 loss:-0.007331 fps:1706 +frame:9.42e+06 wall_t:5523 t:588750 epi:nan +opt_step:147168 lr:1.453e-05 clip_eps:0.1 entropy:1.102 +2026-01-08 14:47:08 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1043.30 total_reward_ma:1037.34 loss:-0.004116 fps:1706 +frame:9.43e+06 wall_t:5528 t:589375 epi:nan +opt_step:147328 lr:1.428e-05 clip_eps:0.1 entropy:1.051 +2026-01-08 14:47:13 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1047.10 total_reward_ma:1037.49 loss:-0.002141 fps:1706 +frame:9.44e+06 wall_t:5534 t:590000 epi:nan +opt_step:147488 lr:1.402e-05 clip_eps:0.1 entropy:1.238 +2026-01-08 14:47:19 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1050.40 total_reward_ma:1037.68 loss:0.0007009 fps:1706 +frame:9.45e+06 wall_t:5540 t:590625 epi:nan +opt_step:147648 lr:1.376e-05 clip_eps:0.1 entropy:1.103 +2026-01-08 14:47:25 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1052.80 total_reward_ma:1037.91 loss:-0.003956 fps:1706 +frame:9.46e+06 wall_t:5546 t:591250 epi:nan +opt_step:147808 lr:1.351e-05 clip_eps:0.1 entropy:1.029 +2026-01-08 14:47:31 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1050.40 total_reward_ma:1038.13 loss:-0.000606 fps:1706 +frame:9.47e+06 wall_t:5551 t:591875 epi:nan +opt_step:147968 lr:1.325e-05 clip_eps:0.1 entropy:1.106 +2026-01-08 14:47:36 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1047.40 total_reward_ma:1038.31 loss:-0.001071 fps:1706 +frame:9.48e+06 wall_t:5557 t:592500 epi:nan +opt_step:148096 lr:1.305e-05 clip_eps:0.1 entropy:1.115 +2026-01-08 14:47:42 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1046.90 total_reward_ma:1038.48 loss:-0.005178 fps:1706 +frame:9.49e+06 wall_t:5562 t:593125 epi:nan +opt_step:148256 lr:1.279e-05 clip_eps:0.1 entropy:0.9883 +2026-01-08 14:47:48 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1048.20 total_reward_ma:1038.65 loss:-0.004759 fps:1706 +frame:9.50e+06 wall_t:5568 t:593750 epi:nan +opt_step:148416 lr:1.253e-05 clip_eps:0.1 entropy:1.122 +2026-01-08 14:47:53 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1045.70 total_reward_ma:1038.79 loss:-0.0003547 fps:1706 +frame:9.51e+06 wall_t:5574 t:594375 epi:nan +opt_step:148576 lr:1.228e-05 clip_eps:0.1 entropy:1.033 +2026-01-08 14:47:59 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1044.70 total_reward_ma:1038.93 loss:-0.003197 fps:1706 +frame:9.52e+06 wall_t:5580 t:595000 epi:nan +opt_step:148736 lr:1.202e-05 clip_eps:0.1 entropy:1.081 +2026-01-08 14:48:05 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1042.20 total_reward_ma:1039.05 loss:-0.003495 fps:1706 +frame:9.53e+06 wall_t:5585 t:595625 epi:nan +opt_step:148896 lr:1.177e-05 clip_eps:0.1 entropy:1.082 +2026-01-08 14:48:11 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1041.20 total_reward_ma:1039.18 loss:-0.003249 fps:1706 +frame:9.54e+06 wall_t:5591 t:596250 epi:nan +opt_step:149056 lr:1.151e-05 clip_eps:0.1 entropy:1.076 +2026-01-08 14:48:16 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1045.00 total_reward_ma:1039.34 loss:-0.001949 fps:1706 +frame:9.55e+06 wall_t:5597 t:596875 epi:nan +opt_step:149216 lr:1.125e-05 clip_eps:0.1 entropy:1.018 +2026-01-08 14:48:22 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1045.30 total_reward_ma:1039.52 loss:-0.005785 fps:1707 +frame:9.56e+06 wall_t:5602 t:597500 epi:nan +opt_step:149344 lr:1.105e-05 clip_eps:0.1 entropy:1.143 +2026-01-08 14:48:27 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1043.20 total_reward_ma:1039.70 loss:-0.002191 fps:1706 +frame:9.57e+06 wall_t:5608 t:598125 epi:nan +opt_step:149504 lr:1.079e-05 clip_eps:0.1 entropy:1.092 +2026-01-08 14:48:33 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1045.10 total_reward_ma:1039.88 loss:-0.005608 fps:1706 +frame:9.58e+06 wall_t:5614 t:598750 epi:nan +opt_step:149664 lr:1.054e-05 clip_eps:0.1 entropy:1.081 +2026-01-08 14:48:39 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1043.20 total_reward_ma:1040.05 loss:-0.005212 fps:1707 +frame:9.59e+06 wall_t:5619 t:599375 epi:nan +opt_step:149824 lr:1.028e-05 clip_eps:0.1 entropy:1.117 +2026-01-08 14:48:45 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1044.50 total_reward_ma:1040.25 loss:-0.001088 fps:1707 +frame:9.60e+06 wall_t:5625 t:600000 epi:nan +opt_step:149984 lr:1.003e-05 clip_eps:0.1 entropy:1.217 +2026-01-08 14:48:51 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1046.70 total_reward_ma:1040.42 loss:-0.001784 fps:1707 +frame:9.61e+06 wall_t:5631 t:600625 epi:nan +opt_step:150144 lr:9.77e-06 clip_eps:0.1 entropy:0.9896 +2026-01-08 14:48:57 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1046.00 total_reward_ma:1040.54 loss:-0.003502 fps:1707 +frame:9.62e+06 wall_t:5637 t:601250 epi:nan +opt_step:150304 lr:9.514e-06 clip_eps:0.1 entropy:1.13 +2026-01-08 14:49:02 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1043.30 total_reward_ma:1040.62 loss:-0.00301 fps:1707 +frame:9.63e+06 wall_t:5643 t:601875 epi:nan +opt_step:150464 lr:9.258e-06 clip_eps:0.1 entropy:1.205 +2026-01-08 14:49:08 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1045.60 total_reward_ma:1040.72 loss:0.003045 fps:1706 +frame:9.64e+06 wall_t:5649 t:602500 epi:nan +opt_step:150624 lr:9.002e-06 clip_eps:0.1 entropy:1.083 +2026-01-08 14:49:14 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1044.10 total_reward_ma:1040.75 loss:-0.003463 fps:1707 +frame:9.65e+06 wall_t:5654 t:603125 epi:nan +opt_step:150752 lr:8.797e-06 clip_eps:0.1 entropy:1.071 +2026-01-08 14:49:19 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1042.50 total_reward_ma:1040.77 loss:-0.003084 fps:1707 +frame:9.66e+06 wall_t:5660 t:603750 epi:nan +opt_step:150912 lr:8.541e-06 clip_eps:0.1 entropy:1.181 +2026-01-08 14:49:25 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1050.00 total_reward_ma:1040.87 loss:-0.004638 fps:1707 +frame:9.67e+06 wall_t:5666 t:604375 epi:nan +opt_step:151072 lr:8.285e-06 clip_eps:0.1 entropy:1.032 +2026-01-08 14:49:31 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1051.60 total_reward_ma:1040.97 loss:-0.003463 fps:1707 +frame:9.68e+06 wall_t:5671 t:605000 epi:nan +opt_step:151232 lr:8.029e-06 clip_eps:0.1 entropy:1.02 +2026-01-08 14:49:36 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1052.90 total_reward_ma:1041.10 loss:0.00271 fps:1707 +frame:9.69e+06 wall_t:5677 t:605625 epi:nan +opt_step:151392 lr:7.773e-06 clip_eps:0.1 entropy:1.138 +2026-01-08 14:49:42 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1052.60 total_reward_ma:1041.26 loss:-0.005709 fps:1707 +frame:9.70e+06 wall_t:5683 t:606250 epi:nan +opt_step:151552 lr:7.517e-06 clip_eps:0.1 entropy:1.039 +2026-01-08 14:49:48 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1051.80 total_reward_ma:1041.42 loss:-0.0045 fps:1707 +frame:9.71e+06 wall_t:5688 t:606875 epi:nan +opt_step:151712 lr:7.261e-06 clip_eps:0.1 entropy:1.074 +2026-01-08 14:49:54 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1053.50 total_reward_ma:1041.58 loss:-0.002218 fps:1707 +frame:9.72e+06 wall_t:5694 t:607500 epi:nan +opt_step:151872 lr:7.005e-06 clip_eps:0.1 entropy:1.29 +2026-01-08 14:49:59 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1057.00 total_reward_ma:1041.81 loss:-0.00178 fps:1707 +frame:9.73e+06 wall_t:5700 t:608125 epi:nan +opt_step:152000 lr:6.8e-06 clip_eps:0.1 entropy:1.085 +2026-01-08 14:50:05 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1053.30 total_reward_ma:1041.98 loss:-0.004643 fps:1707 +frame:9.74e+06 wall_t:5706 t:608750 epi:nan +opt_step:152160 lr:6.544e-06 clip_eps:0.1 entropy:1.037 +2026-01-08 14:50:11 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1054.40 total_reward_ma:1042.19 loss:-0.006781 fps:1707 +frame:9.75e+06 wall_t:5712 t:609375 epi:nan +opt_step:152320 lr:6.288e-06 clip_eps:0.1 entropy:1.083 +2026-01-08 14:50:17 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1056.10 total_reward_ma:1042.40 loss:-0.005735 fps:1707 +frame:9.76e+06 wall_t:5717 t:610000 epi:nan +opt_step:152480 lr:6.032e-06 clip_eps:0.1 entropy:1.277 +2026-01-08 14:50:22 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1059.30 total_reward_ma:1042.61 loss:-0.008311 fps:1707 +frame:9.77e+06 wall_t:5723 t:610625 epi:nan +opt_step:152640 lr:5.776e-06 clip_eps:0.1 entropy:1.041 +2026-01-08 14:50:28 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1059.70 total_reward_ma:1042.83 loss:-0.006844 fps:1707 +frame:9.78e+06 wall_t:5729 t:611250 epi:nan +opt_step:152800 lr:5.52e-06 clip_eps:0.1 entropy:1.029 +2026-01-08 14:50:34 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1059.30 total_reward_ma:1043.07 loss:-0.001955 fps:1707 +frame:9.79e+06 wall_t:5734 t:611875 epi:nan +opt_step:152960 lr:5.264e-06 clip_eps:0.1 entropy:1.116 +2026-01-08 14:50:39 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1060.10 total_reward_ma:1043.35 loss:0.00682 fps:1707 +frame:9.80e+06 wall_t:5740 t:612500 epi:nan +opt_step:153120 lr:5.008e-06 clip_eps:0.1 entropy:1.024 +2026-01-08 14:50:45 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1058.90 total_reward_ma:1043.65 loss:-0.005852 fps:1707 +frame:9.81e+06 wall_t:5746 t:613125 epi:nan +opt_step:153280 lr:4.752e-06 clip_eps:0.1 entropy:1.117 +2026-01-08 14:50:51 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1057.60 total_reward_ma:1043.94 loss:0.002721 fps:1708 +frame:9.82e+06 wall_t:5751 t:613750 epi:nan +opt_step:153408 lr:4.547e-06 clip_eps:0.1 entropy:1.089 +2026-01-08 14:50:56 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1059.10 total_reward_ma:1044.26 loss:4.561e-05 fps:1707 +frame:9.83e+06 wall_t:5757 t:614375 epi:nan +opt_step:153568 lr:4.291e-06 clip_eps:0.1 entropy:1.043 +2026-01-08 14:51:02 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1060.40 total_reward_ma:1044.62 loss:-0.0004369 fps:1707 +frame:9.84e+06 wall_t:5763 t:615000 epi:nan +opt_step:153728 lr:4.035e-06 clip_eps:0.1 entropy:1.168 +2026-01-08 14:51:08 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1061.30 total_reward_ma:1044.97 loss:-0.004471 fps:1707 +frame:9.85e+06 wall_t:5769 t:615625 epi:nan +opt_step:153888 lr:3.779e-06 clip_eps:0.1 entropy:1.153 +2026-01-08 14:51:14 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1058.60 total_reward_ma:1045.29 loss:-0.001183 fps:1707 +frame:9.86e+06 wall_t:5775 t:616250 epi:nan +opt_step:154048 lr:3.523e-06 clip_eps:0.1 entropy:1.034 +2026-01-08 14:51:20 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1056.40 total_reward_ma:1045.61 loss:-0.007138 fps:1707 +frame:9.87e+06 wall_t:5781 t:616875 epi:nan +opt_step:154208 lr:3.267e-06 clip_eps:0.1 entropy:1.122 +2026-01-08 14:51:26 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1057.00 total_reward_ma:1045.90 loss:0.001584 fps:1708 +frame:9.88e+06 wall_t:5786 t:617500 epi:nan +opt_step:154368 lr:3.011e-06 clip_eps:0.1 entropy:1.214 +2026-01-08 14:51:31 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1061.80 total_reward_ma:1046.22 loss:0.001035 fps:1708 +frame:9.89e+06 wall_t:5792 t:618125 epi:nan +opt_step:154528 lr:2.755e-06 clip_eps:0.1 entropy:1.063 +2026-01-08 14:51:36 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1065.70 total_reward_ma:1046.59 loss:0.004039 fps:1708 +frame:9.90e+06 wall_t:5797 t:618750 epi:nan +opt_step:154656 lr:2.55e-06 clip_eps:0.1 entropy:1.114 +2026-01-08 14:51:41 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1065.60 total_reward_ma:1046.98 loss:0.003845 fps:1708 +frame:9.91e+06 wall_t:5802 t:619375 epi:nan +opt_step:154816 lr:2.294e-06 clip_eps:0.1 entropy:1.089 +2026-01-08 14:51:46 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1064.20 total_reward_ma:1047.36 loss:0.0006208 fps:1709 +frame:9.92e+06 wall_t:5806 t:620000 epi:nan +opt_step:154976 lr:2.038e-06 clip_eps:0.1 entropy:1.173 +2026-01-08 14:51:51 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1062.80 total_reward_ma:1047.72 loss:-0.006028 fps:1709 +frame:9.93e+06 wall_t:5811 t:620625 epi:nan +opt_step:155136 lr:1.782e-06 clip_eps:0.1 entropy:1.054 +2026-01-08 14:51:55 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1064.90 total_reward_ma:1048.13 loss:-0.002399 fps:1709 +frame:9.94e+06 wall_t:5816 t:621250 epi:nan +opt_step:155296 lr:1.526e-06 clip_eps:0.1 entropy:1.128 +2026-01-08 14:52:01 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1062.80 total_reward_ma:1048.50 loss:-0.002864 fps:1709 +frame:9.95e+06 wall_t:5821 t:621875 epi:nan +opt_step:155456 lr:1.27e-06 clip_eps:0.1 entropy:1.221 +2026-01-08 14:52:06 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1063.00 total_reward_ma:1048.85 loss:-0.004402 fps:1709 +frame:9.96e+06 wall_t:5827 t:622500 epi:nan +opt_step:155616 lr:1.014e-06 clip_eps:0.1 entropy:1.158 +2026-01-08 14:52:11 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1061.80 total_reward_ma:1049.19 loss:-0.006879 fps:1710 +frame:9.97e+06 wall_t:5832 t:623125 epi:nan +opt_step:155776 lr:7.584e-07 clip_eps:0.1 entropy:1.124 +2026-01-08 14:52:16 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1058.80 total_reward_ma:1049.46 loss:0.000761 fps:1710 +frame:9.98e+06 wall_t:5837 t:623750 epi:nan +opt_step:155936 lr:5.024e-07 clip_eps:0.1 entropy:1.065 +2026-01-08 14:52:21 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1062.30 total_reward_ma:1049.72 loss:0.004939 fps:1710 +frame:9.99e+06 wall_t:5841 t:624375 epi:nan +opt_step:156064 lr:2.976e-07 clip_eps:0.1 entropy:1.051 +2026-01-08 14:52:26 | INFO | PID:1608 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_bankheist_t0_s2 [train] +total_reward:1059.20 total_reward_ma:1049.93 loss:-0.001269 fps:1711 +frame:1.00e+07 wall_t:5846 t:625000 epi:nan +opt_step:156224 lr:4.16e-08 clip_eps:0.1 entropy:1.089 +2026-01-08 14:52:27 | INFO | PID:1608 | slm_lab.lib.logger:info | Session 2 done diff --git a/data/ppo_atari_lam70_bankheist_2026_01_08_131453/log/ppo_atari_lam70_bankheist_t0_s3.log b/data/ppo_atari_lam70_bankheist_2026_01_08_131453/log/ppo_atari_lam70_bankheist_t0_s3.log new file mode 100644 index 0000000000000000000000000000000000000000..65c49f3cefbd812a13851294262739e6b9491c79 --- /dev/null +++ b/data/ppo_atari_lam70_bankheist_2026_01_08_131453/log/ppo_atari_lam70_bankheist_t0_s3.log @@ -0,0 +1,4002 @@ +2026-01-08 13:14:57 | INFO | PID:1609 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-08 13:15:19 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:13.33 total_reward_ma:13.33 loss:-0.03403 fps:526.3 +frame:1.00e+04 wall_t:19 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:2.807 +2026-01-08 13:15:25 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:14.24 total_reward_ma:13.79 loss:-0.03683 fps:769.2 +frame:2.00e+04 wall_t:26 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:2.804 +2026-01-08 13:15:31 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:15.60 total_reward_ma:14.39 loss:-0.03595 fps:937.5 +frame:3.00e+04 wall_t:32 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:2.775 +2026-01-08 13:15:39 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:15.15 total_reward_ma:14.58 loss:-0.03449 fps:1026 +frame:4.00e+04 wall_t:39 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:2.745 +2026-01-08 13:15:45 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:15.12 total_reward_ma:14.69 loss:-0.03568 fps:1087 +frame:5.00e+04 wall_t:46 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:2.741 +2026-01-08 13:15:51 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:15.30 total_reward_ma:14.79 loss:-0.03614 fps:1154 +frame:6.00e+04 wall_t:52 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:2.749 +2026-01-08 13:15:57 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:15.60 total_reward_ma:14.91 loss:-0.03489 fps:1207 +frame:7.00e+04 wall_t:58 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:2.715 +2026-01-08 13:16:04 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:15.40 total_reward_ma:14.97 loss:-0.03442 fps:1250 +frame:8.00e+04 wall_t:64 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:2.71 +2026-01-08 13:16:09 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:15.50 total_reward_ma:15.03 loss:-0.03635 fps:1286 +frame:9.00e+04 wall_t:70 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:2.743 +2026-01-08 13:16:16 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:15.00 total_reward_ma:15.02 loss:-0.0349 fps:1316 +frame:1.00e+05 wall_t:76 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:2.637 +2026-01-08 13:16:22 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:15.00 total_reward_ma:15.02 loss:-0.03019 fps:1325 +frame:1.10e+05 wall_t:83 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:2.613 +2026-01-08 13:16:28 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:15.10 total_reward_ma:15.03 loss:-0.03267 fps:1348 +frame:1.20e+05 wall_t:89 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:2.688 +2026-01-08 13:16:35 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:16.00 total_reward_ma:15.10 loss:-0.03441 fps:1368 +frame:1.30e+05 wall_t:95 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:2.67 +2026-01-08 13:16:41 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:16.40 total_reward_ma:15.20 loss:-0.03227 fps:1373 +frame:1.40e+05 wall_t:102 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:2.667 +2026-01-08 13:16:47 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:17.20 total_reward_ma:15.33 loss:-0.03225 fps:1389 +frame:1.50e+05 wall_t:108 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:2.657 +2026-01-08 13:16:54 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:17.80 total_reward_ma:15.48 loss:-0.03282 fps:1404 +frame:1.60e+05 wall_t:114 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:2.634 +2026-01-08 13:17:00 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:18.00 total_reward_ma:15.63 loss:-0.03338 fps:1405 +frame:1.70e+05 wall_t:121 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:2.645 +2026-01-08 13:17:06 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:17.90 total_reward_ma:15.76 loss:-0.03359 fps:1417 +frame:1.80e+05 wall_t:127 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:2.546 +2026-01-08 13:17:12 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:17.80 total_reward_ma:15.87 loss:-0.03062 fps:1429 +frame:1.90e+05 wall_t:133 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:2.486 +2026-01-08 13:17:19 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:17.80 total_reward_ma:15.96 loss:-0.02906 fps:1429 +frame:2.00e+05 wall_t:140 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:2.47 +2026-01-08 13:17:26 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:18.60 total_reward_ma:16.09 loss:-0.03049 fps:1438 +frame:2.10e+05 wall_t:146 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:2.485 +2026-01-08 13:17:32 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:18.30 total_reward_ma:16.19 loss:-0.02811 fps:1447 +frame:2.20e+05 wall_t:152 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:2.37 +2026-01-08 13:17:38 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:18.30 total_reward_ma:16.28 loss:-0.02778 fps:1447 +frame:2.30e+05 wall_t:159 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:2.359 +2026-01-08 13:17:44 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:17.40 total_reward_ma:16.33 loss:-0.02575 fps:1455 +frame:2.40e+05 wall_t:165 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:2.269 +2026-01-08 13:17:50 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:17.80 total_reward_ma:16.39 loss:-0.02552 fps:1462 +frame:2.50e+05 wall_t:171 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:2.179 +2026-01-08 13:17:56 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:19.80 total_reward_ma:16.52 loss:-0.02319 fps:1469 +frame:2.60e+05 wall_t:177 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:2.127 +2026-01-08 13:18:02 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:20.00 total_reward_ma:16.65 loss:-0.02739 fps:1475 +frame:2.70e+05 wall_t:183 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:2.32 +2026-01-08 13:18:09 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:20.60 total_reward_ma:16.79 loss:-0.02451 fps:1481 +frame:2.80e+05 wall_t:189 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:2.109 +2026-01-08 13:18:15 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:20.90 total_reward_ma:16.93 loss:-0.02582 fps:1480 +frame:2.90e+05 wall_t:196 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:2.24 +2026-01-08 13:18:22 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:22.10 total_reward_ma:17.10 loss:-0.02861 fps:1485 +frame:3.00e+05 wall_t:202 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:2.376 +2026-01-08 13:18:28 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:22.90 total_reward_ma:17.29 loss:-0.02676 fps:1490 +frame:3.10e+05 wall_t:208 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:2.262 +2026-01-08 13:18:34 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:21.60 total_reward_ma:17.42 loss:-0.02979 fps:1488 +frame:3.20e+05 wall_t:215 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:2.239 +2026-01-08 13:18:40 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:22.70 total_reward_ma:17.58 loss:-0.03377 fps:1493 +frame:3.30e+05 wall_t:221 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:2.293 +2026-01-08 13:18:46 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:21.50 total_reward_ma:17.70 loss:-0.02843 fps:1498 +frame:3.40e+05 wall_t:227 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:2.235 +2026-01-08 13:18:52 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:22.50 total_reward_ma:17.84 loss:-0.02633 fps:1502 +frame:3.50e+05 wall_t:233 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:2.115 +2026-01-08 13:18:59 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:23.80 total_reward_ma:18.00 loss:-0.02822 fps:1506 +frame:3.60e+05 wall_t:239 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:2.214 +2026-01-08 13:19:05 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:23.80 total_reward_ma:18.16 loss:-0.03062 fps:1510 +frame:3.70e+05 wall_t:245 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:2.248 +2026-01-08 13:19:11 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:24.10 total_reward_ma:18.31 loss:-0.02785 fps:1508 +frame:3.80e+05 wall_t:252 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:2.063 +2026-01-08 13:19:17 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:23.50 total_reward_ma:18.45 loss:-0.02712 fps:1512 +frame:3.90e+05 wall_t:258 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:2.038 +2026-01-08 13:19:23 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:25.50 total_reward_ma:18.62 loss:-0.02238 fps:1515 +frame:4.00e+05 wall_t:264 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:1.819 +2026-01-08 13:19:30 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:24.60 total_reward_ma:18.77 loss:-0.02444 fps:1519 +frame:4.10e+05 wall_t:270 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:2.177 +2026-01-08 13:19:36 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:24.60 total_reward_ma:18.91 loss:-0.02626 fps:1522 +frame:4.20e+05 wall_t:276 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:2.212 +2026-01-08 13:19:41 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:22.70 total_reward_ma:19.00 loss:-0.02946 fps:1525 +frame:4.30e+05 wall_t:282 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:2.286 +2026-01-08 13:19:47 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:23.20 total_reward_ma:19.09 loss:-0.02951 fps:1528 +frame:4.40e+05 wall_t:288 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:2.357 +2026-01-08 13:19:54 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:23.60 total_reward_ma:19.19 loss:-0.0285 fps:1525 +frame:4.50e+05 wall_t:295 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:2.307 +2026-01-08 13:20:00 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:22.20 total_reward_ma:19.26 loss:-0.02642 fps:1528 +frame:4.60e+05 wall_t:301 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:2.218 +2026-01-08 13:20:07 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:22.90 total_reward_ma:19.33 loss:-0.03003 fps:1531 +frame:4.70e+05 wall_t:307 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:2.412 +2026-01-08 13:20:13 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:24.10 total_reward_ma:19.43 loss:-0.02612 fps:1529 +frame:4.80e+05 wall_t:314 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:2.061 +2026-01-08 13:20:19 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:25.20 total_reward_ma:19.55 loss:-0.02715 fps:1531 +frame:4.90e+05 wall_t:320 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:2.209 +2026-01-08 13:20:25 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:25.00 total_reward_ma:19.66 loss:-0.02875 fps:1534 +frame:5.00e+05 wall_t:326 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:2.24 +2026-01-08 13:20:31 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:25.80 total_reward_ma:19.78 loss:-0.03138 fps:1536 +frame:5.10e+05 wall_t:332 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:2.368 +2026-01-08 13:20:37 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:26.30 total_reward_ma:19.91 loss:-0.03005 fps:1538 +frame:5.20e+05 wall_t:338 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:2.308 +2026-01-08 13:20:44 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:26.50 total_reward_ma:20.03 loss:-0.02762 fps:1541 +frame:5.30e+05 wall_t:344 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:2.224 +2026-01-08 13:20:50 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:25.90 total_reward_ma:20.14 loss:-0.02555 fps:1538 +frame:5.40e+05 wall_t:351 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:2.036 +2026-01-08 13:20:57 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:25.70 total_reward_ma:20.24 loss:-0.02541 fps:1541 +frame:5.50e+05 wall_t:357 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:2.131 +2026-01-08 13:21:03 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:27.60 total_reward_ma:20.37 loss:-0.02662 fps:1543 +frame:5.60e+05 wall_t:363 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:2.224 +2026-01-08 13:21:09 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:26.20 total_reward_ma:20.47 loss:-0.02466 fps:1541 +frame:5.70e+05 wall_t:370 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:2.029 +2026-01-08 13:21:15 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:26.30 total_reward_ma:20.57 loss:-0.0243 fps:1543 +frame:5.80e+05 wall_t:376 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:2.134 +2026-01-08 13:21:22 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:26.70 total_reward_ma:20.68 loss:-0.0247 fps:1545 +frame:5.90e+05 wall_t:382 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:1.978 +2026-01-08 13:21:27 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:25.80 total_reward_ma:20.76 loss:-0.02385 fps:1546 +frame:6.00e+05 wall_t:388 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:2.083 +2026-01-08 13:21:33 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:26.20 total_reward_ma:20.85 loss:-0.02507 fps:1548 +frame:6.10e+05 wall_t:394 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:2.163 +2026-01-08 13:21:39 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:27.30 total_reward_ma:20.96 loss:-0.02552 fps:1550 +frame:6.20e+05 wall_t:400 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:2.088 +2026-01-08 13:21:45 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:28.70 total_reward_ma:21.08 loss:-0.02606 fps:1552 +frame:6.30e+05 wall_t:406 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:2.098 +2026-01-08 13:21:52 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:29.70 total_reward_ma:21.21 loss:-0.0239 fps:1553 +frame:6.40e+05 wall_t:412 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:1.887 +2026-01-08 13:21:58 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:29.50 total_reward_ma:21.34 loss:-0.02352 fps:1555 +frame:6.50e+05 wall_t:418 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:1.932 +2026-01-08 13:22:04 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:31.20 total_reward_ma:21.49 loss:-0.02366 fps:1553 +frame:6.60e+05 wall_t:425 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:2.095 +2026-01-08 13:22:10 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:32.20 total_reward_ma:21.65 loss:-0.02379 fps:1555 +frame:6.70e+05 wall_t:431 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:1.801 +2026-01-08 13:22:17 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:32.10 total_reward_ma:21.80 loss:-0.03072 fps:1556 +frame:6.80e+05 wall_t:437 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:2.149 +2026-01-08 13:22:22 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:31.10 total_reward_ma:21.94 loss:-0.02588 fps:1558 +frame:6.90e+05 wall_t:443 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:2.192 +2026-01-08 13:22:28 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:32.10 total_reward_ma:22.08 loss:-0.02382 fps:1559 +frame:7.00e+05 wall_t:449 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:2.08 +2026-01-08 13:22:35 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:31.80 total_reward_ma:22.22 loss:-0.02698 fps:1560 +frame:7.10e+05 wall_t:455 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:1.891 +2026-01-08 13:22:41 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:31.50 total_reward_ma:22.35 loss:-0.02687 fps:1558 +frame:7.20e+05 wall_t:462 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:2.079 +2026-01-08 13:22:47 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:31.50 total_reward_ma:22.48 loss:-0.02643 fps:1560 +frame:7.30e+05 wall_t:468 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:2.249 +2026-01-08 13:22:53 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:30.40 total_reward_ma:22.58 loss:-0.02914 fps:1561 +frame:7.40e+05 wall_t:474 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:2.284 +2026-01-08 13:22:59 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:30.40 total_reward_ma:22.69 loss:-0.02687 fps:1562 +frame:7.50e+05 wall_t:480 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:2.297 +2026-01-08 13:23:05 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:30.80 total_reward_ma:22.79 loss:-0.02781 fps:1564 +frame:7.60e+05 wall_t:486 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:2.245 +2026-01-08 13:23:11 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:33.00 total_reward_ma:22.93 loss:-0.02664 fps:1565 +frame:7.70e+05 wall_t:492 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:2.108 +2026-01-08 13:23:18 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:32.60 total_reward_ma:23.05 loss:-0.031 fps:1566 +frame:7.80e+05 wall_t:498 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:2.14 +2026-01-08 13:23:24 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:32.60 total_reward_ma:23.17 loss:-0.02575 fps:1567 +frame:7.90e+05 wall_t:504 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:2.182 +2026-01-08 13:23:30 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:34.00 total_reward_ma:23.31 loss:-0.02643 fps:1566 +frame:8.00e+05 wall_t:511 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:2.112 +2026-01-08 13:23:36 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:35.80 total_reward_ma:23.46 loss:-0.02767 fps:1567 +frame:8.10e+05 wall_t:517 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:2.167 +2026-01-08 13:23:43 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:34.70 total_reward_ma:23.60 loss:-0.03219 fps:1568 +frame:8.20e+05 wall_t:523 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:2.261 +2026-01-08 13:23:49 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:34.40 total_reward_ma:23.73 loss:-0.02872 fps:1569 +frame:8.30e+05 wall_t:529 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:2.219 +2026-01-08 13:23:55 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:34.60 total_reward_ma:23.86 loss:-0.02627 fps:1570 +frame:8.40e+05 wall_t:535 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:2.082 +2026-01-08 13:24:01 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:33.20 total_reward_ma:23.97 loss:-0.02639 fps:1568 +frame:8.50e+05 wall_t:542 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:2.06 +2026-01-08 13:24:07 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:33.50 total_reward_ma:24.08 loss:-0.02644 fps:1569 +frame:8.60e+05 wall_t:548 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:2.077 +2026-01-08 13:24:14 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:33.80 total_reward_ma:24.19 loss:-0.0231 fps:1570 +frame:8.70e+05 wall_t:554 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:1.818 +2026-01-08 13:24:20 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:33.50 total_reward_ma:24.30 loss:-0.02545 fps:1571 +frame:8.80e+05 wall_t:560 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:2.115 +2026-01-08 13:24:26 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:33.50 total_reward_ma:24.40 loss:-0.02909 fps:1570 +frame:8.90e+05 wall_t:567 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:2.149 +2026-01-08 13:24:33 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:35.20 total_reward_ma:24.52 loss:-0.02643 fps:1571 +frame:9.00e+05 wall_t:573 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:1.975 +2026-01-08 13:24:39 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:35.30 total_reward_ma:24.64 loss:-0.02393 fps:1569 +frame:9.10e+05 wall_t:580 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:1.972 +2026-01-08 13:24:46 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:35.90 total_reward_ma:24.76 loss:-0.02389 fps:1570 +frame:9.20e+05 wall_t:586 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:1.997 +2026-01-08 13:24:52 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:35.60 total_reward_ma:24.88 loss:-0.02643 fps:1568 +frame:9.30e+05 wall_t:593 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:2.11 +2026-01-08 13:24:58 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:36.20 total_reward_ma:25.00 loss:-0.02814 fps:1569 +frame:9.40e+05 wall_t:599 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:2.086 +2026-01-08 13:25:04 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:36.50 total_reward_ma:25.12 loss:-0.02176 fps:1570 +frame:9.50e+05 wall_t:605 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:1.95 +2026-01-08 13:25:10 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:35.60 total_reward_ma:25.23 loss:-0.02516 fps:1571 +frame:9.60e+05 wall_t:611 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:2.15 +2026-01-08 13:25:17 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:36.00 total_reward_ma:25.34 loss:-0.02801 fps:1572 +frame:9.70e+05 wall_t:617 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:2.193 +2026-01-08 13:25:23 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:33.90 total_reward_ma:25.43 loss:-0.02784 fps:1571 +frame:9.80e+05 wall_t:624 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:2.194 +2026-01-08 13:25:29 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:33.80 total_reward_ma:25.51 loss:-0.02969 fps:1571 +frame:9.90e+05 wall_t:630 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:2.262 +2026-01-08 13:25:35 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:33.10 total_reward_ma:25.59 loss:-0.02907 fps:1572 +frame:1.00e+06 wall_t:636 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:2.28 +2026-01-08 13:25:42 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:34.40 total_reward_ma:25.80 loss:-0.0326 fps:1573 +frame:1.01e+06 wall_t:642 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:2.281 +2026-01-08 13:25:48 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:32.80 total_reward_ma:25.98 loss:-0.02858 fps:1572 +frame:1.02e+06 wall_t:649 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:2.257 +2026-01-08 13:25:54 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:33.20 total_reward_ma:26.16 loss:-0.03283 fps:1575 +frame:1.03e+06 wall_t:654 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:2.419 +2026-01-08 13:26:00 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:33.40 total_reward_ma:26.34 loss:-0.03367 fps:1573 +frame:1.04e+06 wall_t:661 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:2.371 +2026-01-08 13:26:07 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:32.60 total_reward_ma:26.52 loss:-0.03125 fps:1574 +frame:1.05e+06 wall_t:667 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:2.37 +2026-01-08 13:26:13 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:32.10 total_reward_ma:26.68 loss:-0.03077 fps:1575 +frame:1.06e+06 wall_t:673 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:2.315 +2026-01-08 13:26:19 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:32.70 total_reward_ma:26.85 loss:-0.03251 fps:1574 +frame:1.07e+06 wall_t:680 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:2.337 +2026-01-08 13:26:25 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:31.70 total_reward_ma:27.02 loss:-0.02546 fps:1574 +frame:1.08e+06 wall_t:686 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:2.314 +2026-01-08 13:26:32 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:32.10 total_reward_ma:27.18 loss:-0.03054 fps:1575 +frame:1.09e+06 wall_t:692 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:2.319 +2026-01-08 13:26:38 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:32.80 total_reward_ma:27.36 loss:-0.03045 fps:1574 +frame:1.10e+06 wall_t:699 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:2.311 +2026-01-08 13:26:44 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:33.40 total_reward_ma:27.55 loss:-0.03169 fps:1577 +frame:1.11e+06 wall_t:704 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:2.394 +2026-01-08 13:26:50 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:34.80 total_reward_ma:27.74 loss:-0.03074 fps:1575 +frame:1.12e+06 wall_t:711 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:2.394 +2026-01-08 13:26:57 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:35.60 total_reward_ma:27.94 loss:-0.02848 fps:1576 +frame:1.13e+06 wall_t:717 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:2.352 +2026-01-08 13:27:03 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:36.90 total_reward_ma:28.14 loss:-0.03222 fps:1575 +frame:1.14e+06 wall_t:724 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:2.297 +2026-01-08 13:27:10 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:36.60 total_reward_ma:28.34 loss:-0.03087 fps:1575 +frame:1.15e+06 wall_t:730 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:2.368 +2026-01-08 13:27:16 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:35.90 total_reward_ma:28.52 loss:-0.03262 fps:1574 +frame:1.16e+06 wall_t:737 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:2.383 +2026-01-08 13:27:23 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:35.60 total_reward_ma:28.69 loss:-0.0317 fps:1575 +frame:1.17e+06 wall_t:743 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:2.408 +2026-01-08 13:27:29 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:37.40 total_reward_ma:28.89 loss:-0.03143 fps:1575 +frame:1.18e+06 wall_t:749 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:2.325 +2026-01-08 13:27:35 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:37.90 total_reward_ma:29.09 loss:-0.03051 fps:1574 +frame:1.19e+06 wall_t:756 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:2.387 +2026-01-08 13:27:41 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:38.30 total_reward_ma:29.30 loss:-0.03025 fps:1577 +frame:1.20e+06 wall_t:761 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:2.355 +2026-01-08 13:27:47 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:37.30 total_reward_ma:29.48 loss:-0.03151 fps:1576 +frame:1.21e+06 wall_t:768 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:2.404 +2026-01-08 13:27:53 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:39.60 total_reward_ma:29.70 loss:-0.03011 fps:1576 +frame:1.22e+06 wall_t:774 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:2.378 +2026-01-08 13:28:00 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:39.30 total_reward_ma:29.91 loss:-0.03326 fps:1577 +frame:1.23e+06 wall_t:780 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:2.392 +2026-01-08 13:28:06 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:37.20 total_reward_ma:30.10 loss:-0.02931 fps:1576 +frame:1.24e+06 wall_t:787 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:2.199 +2026-01-08 13:28:13 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:37.00 total_reward_ma:30.30 loss:-0.02822 fps:1576 +frame:1.25e+06 wall_t:793 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:1.95 +2026-01-08 13:28:19 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:36.70 total_reward_ma:30.47 loss:-0.02482 fps:1575 +frame:1.26e+06 wall_t:800 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:1.839 +2026-01-08 13:28:26 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:36.90 total_reward_ma:30.63 loss:-0.0286 fps:1576 +frame:1.27e+06 wall_t:806 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:2.118 +2026-01-08 13:28:32 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:36.50 total_reward_ma:30.79 loss:-0.03197 fps:1574 +frame:1.28e+06 wall_t:813 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:2.316 +2026-01-08 13:28:38 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:37.00 total_reward_ma:30.95 loss:-0.03002 fps:1577 +frame:1.29e+06 wall_t:818 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:2.205 +2026-01-08 13:28:44 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:37.80 total_reward_ma:31.11 loss:-0.02855 fps:1576 +frame:1.30e+06 wall_t:825 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:2.212 +2026-01-08 13:28:50 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:38.70 total_reward_ma:31.27 loss:-0.02931 fps:1576 +frame:1.31e+06 wall_t:831 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:2.146 +2026-01-08 13:28:57 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:39.50 total_reward_ma:31.45 loss:-0.02825 fps:1577 +frame:1.32e+06 wall_t:837 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:2.164 +2026-01-08 13:29:03 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:39.20 total_reward_ma:31.61 loss:-0.02942 fps:1576 +frame:1.33e+06 wall_t:844 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:2.181 +2026-01-08 13:29:09 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:37.50 total_reward_ma:31.77 loss:-0.02835 fps:1576 +frame:1.34e+06 wall_t:850 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:2.139 +2026-01-08 13:29:15 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:38.60 total_reward_ma:31.93 loss:-0.02715 fps:1577 +frame:1.35e+06 wall_t:856 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:2.22 +2026-01-08 13:29:21 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:38.00 total_reward_ma:32.08 loss:-0.02826 fps:1578 +frame:1.36e+06 wall_t:862 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:2.278 +2026-01-08 13:29:27 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:38.80 total_reward_ma:32.23 loss:-0.02946 fps:1578 +frame:1.37e+06 wall_t:868 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:2.289 +2026-01-08 13:29:33 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:40.50 total_reward_ma:32.39 loss:-0.03165 fps:1579 +frame:1.38e+06 wall_t:874 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:2.349 +2026-01-08 13:29:40 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:40.80 total_reward_ma:32.56 loss:-0.0285 fps:1580 +frame:1.39e+06 wall_t:880 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:2.148 +2026-01-08 13:29:46 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:41.90 total_reward_ma:32.73 loss:-0.03041 fps:1580 +frame:1.40e+06 wall_t:886 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:2.234 +2026-01-08 13:29:52 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:41.20 total_reward_ma:32.89 loss:-0.03032 fps:1579 +frame:1.41e+06 wall_t:893 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:2.211 +2026-01-08 13:29:59 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:41.70 total_reward_ma:33.06 loss:-0.02678 fps:1580 +frame:1.42e+06 wall_t:899 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:2.171 +2026-01-08 13:30:05 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:43.50 total_reward_ma:33.27 loss:-0.0287 fps:1578 +frame:1.43e+06 wall_t:906 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:2.024 +2026-01-08 13:30:11 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:42.90 total_reward_ma:33.47 loss:-0.02769 fps:1579 +frame:1.44e+06 wall_t:912 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:2.211 +2026-01-08 13:30:18 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:44.60 total_reward_ma:33.68 loss:-0.02958 fps:1580 +frame:1.45e+06 wall_t:918 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:2.251 +2026-01-08 13:30:24 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:44.40 total_reward_ma:33.90 loss:-0.02811 fps:1580 +frame:1.46e+06 wall_t:924 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:2.084 +2026-01-08 13:30:30 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:45.80 total_reward_ma:34.13 loss:-0.03021 fps:1579 +frame:1.47e+06 wall_t:931 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:2.244 +2026-01-08 13:30:36 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:46.30 total_reward_ma:34.35 loss:-0.02732 fps:1580 +frame:1.48e+06 wall_t:937 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:2.156 +2026-01-08 13:30:42 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:46.80 total_reward_ma:34.57 loss:-0.0302 fps:1580 +frame:1.49e+06 wall_t:943 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:2.229 +2026-01-08 13:30:49 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:48.00 total_reward_ma:34.80 loss:-0.03143 fps:1581 +frame:1.50e+06 wall_t:949 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:2.378 +2026-01-08 13:30:55 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:48.70 total_reward_ma:35.03 loss:-0.03071 fps:1581 +frame:1.51e+06 wall_t:955 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:2.391 +2026-01-08 13:31:01 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:47.80 total_reward_ma:35.24 loss:-0.02877 fps:1580 +frame:1.52e+06 wall_t:962 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:2.206 +2026-01-08 13:31:07 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:46.80 total_reward_ma:35.44 loss:-0.03038 fps:1581 +frame:1.53e+06 wall_t:968 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:2.278 +2026-01-08 13:31:13 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:47.20 total_reward_ma:35.66 loss:-0.0317 fps:1581 +frame:1.54e+06 wall_t:974 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:2.284 +2026-01-08 13:31:19 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:46.60 total_reward_ma:35.87 loss:-0.03193 fps:1582 +frame:1.55e+06 wall_t:980 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:2.386 +2026-01-08 13:31:25 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:47.40 total_reward_ma:36.06 loss:-0.03116 fps:1582 +frame:1.56e+06 wall_t:986 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:2.376 +2026-01-08 13:31:32 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:47.30 total_reward_ma:36.28 loss:-0.02969 fps:1583 +frame:1.57e+06 wall_t:992 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:2.288 +2026-01-08 13:31:38 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:48.80 total_reward_ma:36.50 loss:-0.03008 fps:1583 +frame:1.58e+06 wall_t:998 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:2.242 +2026-01-08 13:31:44 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:49.10 total_reward_ma:36.73 loss:-0.03025 fps:1582 +frame:1.59e+06 wall_t:1005 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:2.266 +2026-01-08 13:31:51 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:48.60 total_reward_ma:36.95 loss:-0.03296 fps:1583 +frame:1.60e+06 wall_t:1011 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:2.332 +2026-01-08 13:31:57 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:47.50 total_reward_ma:37.17 loss:-0.03053 fps:1583 +frame:1.61e+06 wall_t:1017 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:2.333 +2026-01-08 13:32:03 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:48.30 total_reward_ma:37.38 loss:-0.03238 fps:1582 +frame:1.62e+06 wall_t:1024 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:2.318 +2026-01-08 13:32:09 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:48.80 total_reward_ma:37.58 loss:-0.03035 fps:1583 +frame:1.63e+06 wall_t:1030 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:2.282 +2026-01-08 13:32:16 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:48.00 total_reward_ma:37.76 loss:-0.03198 fps:1583 +frame:1.64e+06 wall_t:1036 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:2.319 +2026-01-08 13:32:22 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:49.40 total_reward_ma:37.96 loss:-0.02999 fps:1582 +frame:1.65e+06 wall_t:1043 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:2.147 +2026-01-08 13:32:28 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:50.10 total_reward_ma:38.15 loss:-0.03027 fps:1582 +frame:1.66e+06 wall_t:1049 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:2.284 +2026-01-08 13:32:35 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:50.70 total_reward_ma:38.33 loss:-0.02986 fps:1583 +frame:1.67e+06 wall_t:1055 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:2.278 +2026-01-08 13:32:41 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:51.20 total_reward_ma:38.52 loss:-0.02975 fps:1582 +frame:1.68e+06 wall_t:1062 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:2.261 +2026-01-08 13:32:47 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:50.80 total_reward_ma:38.72 loss:-0.0297 fps:1582 +frame:1.69e+06 wall_t:1068 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:2.097 +2026-01-08 13:32:53 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:50.30 total_reward_ma:38.90 loss:-0.03043 fps:1583 +frame:1.70e+06 wall_t:1074 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:2.331 +2026-01-08 13:32:59 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:50.30 total_reward_ma:39.09 loss:-0.03033 fps:1583 +frame:1.71e+06 wall_t:1080 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:2.271 +2026-01-08 13:33:05 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:49.80 total_reward_ma:39.27 loss:-0.03128 fps:1584 +frame:1.72e+06 wall_t:1086 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:2.299 +2026-01-08 13:33:12 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:51.30 total_reward_ma:39.47 loss:-0.0295 fps:1583 +frame:1.73e+06 wall_t:1093 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:2.224 +2026-01-08 13:33:18 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:52.40 total_reward_ma:39.69 loss:-0.0326 fps:1583 +frame:1.74e+06 wall_t:1099 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:2.332 +2026-01-08 13:33:24 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:53.70 total_reward_ma:39.92 loss:-0.03221 fps:1584 +frame:1.75e+06 wall_t:1105 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:2.334 +2026-01-08 13:33:31 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:52.90 total_reward_ma:40.14 loss:-0.03265 fps:1584 +frame:1.76e+06 wall_t:1111 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:2.348 +2026-01-08 13:33:37 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:53.90 total_reward_ma:40.35 loss:-0.0299 fps:1583 +frame:1.77e+06 wall_t:1118 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:2.205 +2026-01-08 13:33:43 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:54.30 total_reward_ma:40.57 loss:-0.02925 fps:1584 +frame:1.78e+06 wall_t:1124 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:2.167 +2026-01-08 13:33:50 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:55.30 total_reward_ma:40.80 loss:-0.02636 fps:1584 +frame:1.79e+06 wall_t:1130 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:2.054 +2026-01-08 13:33:56 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:55.60 total_reward_ma:41.01 loss:-0.02977 fps:1585 +frame:1.80e+06 wall_t:1136 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:2.113 +2026-01-08 13:34:02 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:56.60 total_reward_ma:41.22 loss:-0.02667 fps:1585 +frame:1.81e+06 wall_t:1142 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:2.137 +2026-01-08 13:34:08 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:57.80 total_reward_ma:41.45 loss:-0.028 fps:1584 +frame:1.82e+06 wall_t:1149 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:2.076 +2026-01-08 13:34:14 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:59.20 total_reward_ma:41.70 loss:-0.02326 fps:1584 +frame:1.83e+06 wall_t:1155 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:2.053 +2026-01-08 13:34:21 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:60.90 total_reward_ma:41.96 loss:-0.02673 fps:1585 +frame:1.84e+06 wall_t:1161 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:1.947 +2026-01-08 13:34:27 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:60.80 total_reward_ma:42.24 loss:-0.02311 fps:1584 +frame:1.85e+06 wall_t:1168 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:2.06 +2026-01-08 13:34:34 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:61.10 total_reward_ma:42.51 loss:-0.02284 fps:1584 +frame:1.86e+06 wall_t:1174 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:1.915 +2026-01-08 13:34:40 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:63.60 total_reward_ma:42.81 loss:-0.02411 fps:1583 +frame:1.87e+06 wall_t:1181 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:1.906 +2026-01-08 13:34:46 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:60.90 total_reward_ma:43.09 loss:-0.02548 fps:1584 +frame:1.88e+06 wall_t:1187 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:2.018 +2026-01-08 13:34:53 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:57.80 total_reward_ma:43.33 loss:-0.02445 fps:1584 +frame:1.89e+06 wall_t:1193 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:1.983 +2026-01-08 13:34:59 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:58.20 total_reward_ma:43.56 loss:-0.02593 fps:1583 +frame:1.90e+06 wall_t:1200 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:1.908 +2026-01-08 13:35:06 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:57.00 total_reward_ma:43.78 loss:-0.02585 fps:1584 +frame:1.91e+06 wall_t:1206 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:1.955 +2026-01-08 13:35:12 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:56.50 total_reward_ma:43.98 loss:-0.02559 fps:1583 +frame:1.92e+06 wall_t:1213 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:1.959 +2026-01-08 13:35:19 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:57.90 total_reward_ma:44.21 loss:-0.02222 fps:1583 +frame:1.93e+06 wall_t:1219 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:1.827 +2026-01-08 13:35:25 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:59.20 total_reward_ma:44.43 loss:-0.02029 fps:1582 +frame:1.94e+06 wall_t:1226 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:1.694 +2026-01-08 13:35:31 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:60.00 total_reward_ma:44.67 loss:-0.01826 fps:1583 +frame:1.95e+06 wall_t:1232 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:1.796 +2026-01-08 13:35:38 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:63.70 total_reward_ma:44.95 loss:-0.02246 fps:1583 +frame:1.96e+06 wall_t:1238 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:1.897 +2026-01-08 13:35:44 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:65.10 total_reward_ma:45.24 loss:-0.02202 fps:1584 +frame:1.97e+06 wall_t:1244 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:1.71 +2026-01-08 13:35:50 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:66.20 total_reward_ma:45.57 loss:-0.02277 fps:1584 +frame:1.98e+06 wall_t:1250 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:1.768 +2026-01-08 13:35:56 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:67.80 total_reward_ma:45.91 loss:-0.02374 fps:1583 +frame:1.99e+06 wall_t:1257 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:1.779 +2026-01-08 13:36:03 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:69.70 total_reward_ma:46.27 loss:-0.02316 fps:1584 +frame:2.00e+06 wall_t:1263 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:1.787 +2026-01-08 13:36:09 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:70.50 total_reward_ma:46.63 loss:-0.02399 fps:1584 +frame:2.01e+06 wall_t:1269 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:1.912 +2026-01-08 13:36:15 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:70.30 total_reward_ma:47.01 loss:-0.02357 fps:1584 +frame:2.02e+06 wall_t:1275 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:1.945 +2026-01-08 13:36:21 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:70.60 total_reward_ma:47.38 loss:-0.02353 fps:1583 +frame:2.03e+06 wall_t:1282 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:1.828 +2026-01-08 13:36:27 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:70.20 total_reward_ma:47.75 loss:-0.02435 fps:1584 +frame:2.04e+06 wall_t:1288 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:1.904 +2026-01-08 13:36:33 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:71.00 total_reward_ma:48.13 loss:-0.02187 fps:1585 +frame:2.05e+06 wall_t:1293 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:1.793 +2026-01-08 13:36:39 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:71.50 total_reward_ma:48.53 loss:-0.02428 fps:1585 +frame:2.06e+06 wall_t:1300 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:1.923 +2026-01-08 13:36:45 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:73.80 total_reward_ma:48.94 loss:-0.0216 fps:1585 +frame:2.07e+06 wall_t:1306 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:1.743 +2026-01-08 13:36:52 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:74.80 total_reward_ma:49.37 loss:-0.02316 fps:1585 +frame:2.08e+06 wall_t:1312 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:1.9 +2026-01-08 13:36:58 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:74.20 total_reward_ma:49.79 loss:-0.02064 fps:1586 +frame:2.09e+06 wall_t:1318 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:1.835 +2026-01-08 13:37:04 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:73.40 total_reward_ma:50.20 loss:-0.02116 fps:1585 +frame:2.10e+06 wall_t:1325 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:1.884 +2026-01-08 13:37:10 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:74.10 total_reward_ma:50.60 loss:-0.02251 fps:1585 +frame:2.11e+06 wall_t:1331 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:1.804 +2026-01-08 13:37:17 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:72.00 total_reward_ma:50.97 loss:-0.02419 fps:1586 +frame:2.12e+06 wall_t:1337 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:1.879 +2026-01-08 13:37:23 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:72.40 total_reward_ma:51.34 loss:-0.02271 fps:1585 +frame:2.13e+06 wall_t:1344 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:1.739 +2026-01-08 13:37:29 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:76.20 total_reward_ma:51.74 loss:-0.02432 fps:1586 +frame:2.14e+06 wall_t:1349 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:1.769 +2026-01-08 13:37:35 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:77.10 total_reward_ma:52.14 loss:-0.01851 fps:1587 +frame:2.15e+06 wall_t:1355 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:1.408 +2026-01-08 13:37:41 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:81.80 total_reward_ma:52.60 loss:-0.01922 fps:1587 +frame:2.16e+06 wall_t:1361 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:1.683 +2026-01-08 13:37:47 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:86.60 total_reward_ma:53.11 loss:-0.02008 fps:1586 +frame:2.17e+06 wall_t:1368 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:1.507 +2026-01-08 13:37:53 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:94.00 total_reward_ma:53.68 loss:-0.01828 fps:1587 +frame:2.18e+06 wall_t:1374 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:1.57 +2026-01-08 13:38:00 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:100.90 total_reward_ma:54.31 loss:-0.01756 fps:1587 +frame:2.19e+06 wall_t:1380 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:1.592 +2026-01-08 13:38:06 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:116.20 total_reward_ma:55.08 loss:-0.01422 fps:1586 +frame:2.20e+06 wall_t:1387 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:1.227 +2026-01-08 13:38:12 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:123.70 total_reward_ma:55.95 loss:-0.007806 fps:1587 +frame:2.21e+06 wall_t:1393 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:0.953 +2026-01-08 13:38:18 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:154.10 total_reward_ma:57.09 loss:-0.004673 fps:1588 +frame:2.22e+06 wall_t:1398 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:0.9587 +2026-01-08 13:38:24 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:169.20 total_reward_ma:58.39 loss:-0.002511 fps:1588 +frame:2.23e+06 wall_t:1404 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:0.5255 +2026-01-08 13:38:30 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:205.90 total_reward_ma:60.08 loss:-0.001693 fps:1589 +frame:2.24e+06 wall_t:1410 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:0.7549 +2026-01-08 13:38:36 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:234.00 total_reward_ma:62.05 loss:-0.0005687 fps:1588 +frame:2.25e+06 wall_t:1417 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:0.521 +2026-01-08 13:38:42 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:259.90 total_reward_ma:64.28 loss:-2.58e-05 fps:1588 +frame:2.26e+06 wall_t:1423 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:0.6122 +2026-01-08 13:38:48 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:300.40 total_reward_ma:66.92 loss:-0.005333 fps:1589 +frame:2.27e+06 wall_t:1429 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:0.6461 +2026-01-08 13:38:55 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:324.70 total_reward_ma:69.80 loss:0.004024 fps:1589 +frame:2.28e+06 wall_t:1435 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:0.6606 +2026-01-08 13:39:01 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:363.70 total_reward_ma:73.07 loss:0.002656 fps:1589 +frame:2.29e+06 wall_t:1441 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:0.5825 +2026-01-08 13:39:07 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:396.50 total_reward_ma:76.65 loss:-0.000907 fps:1589 +frame:2.30e+06 wall_t:1447 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:0.7982 +2026-01-08 13:39:13 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:424.90 total_reward_ma:80.52 loss:0.008062 fps:1590 +frame:2.31e+06 wall_t:1453 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:0.7988 +2026-01-08 13:39:19 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:448.60 total_reward_ma:84.61 loss:0.0007856 fps:1590 +frame:2.32e+06 wall_t:1459 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:0.5412 +2026-01-08 13:39:25 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:490.10 total_reward_ma:89.11 loss:0.003663 fps:1590 +frame:2.33e+06 wall_t:1465 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:0.5078 +2026-01-08 13:39:31 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:514.50 total_reward_ma:93.89 loss:0.002771 fps:1591 +frame:2.34e+06 wall_t:1471 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:0.617 +2026-01-08 13:39:37 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:561.70 total_reward_ma:99.12 loss:0.004375 fps:1591 +frame:2.35e+06 wall_t:1477 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:0.8232 +2026-01-08 13:39:43 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:584.70 total_reward_ma:104.58 loss:-0.002233 fps:1591 +frame:2.36e+06 wall_t:1483 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:0.5115 +2026-01-08 13:39:49 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:603.10 total_reward_ma:110.23 loss:0.003287 fps:1591 +frame:2.37e+06 wall_t:1490 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:0.4305 +2026-01-08 13:39:56 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:633.50 total_reward_ma:116.16 loss:0.003209 fps:1591 +frame:2.38e+06 wall_t:1496 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:0.5534 +2026-01-08 13:40:01 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:652.80 total_reward_ma:122.28 loss:-0.0001197 fps:1591 +frame:2.39e+06 wall_t:1502 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:0.6437 +2026-01-08 13:40:07 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:661.40 total_reward_ma:128.47 loss:0.0004756 fps:1592 +frame:2.40e+06 wall_t:1508 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:0.8112 +2026-01-08 13:40:13 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:682.50 total_reward_ma:134.88 loss:0.0007606 fps:1592 +frame:2.41e+06 wall_t:1514 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:0.7036 +2026-01-08 13:40:19 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:687.40 total_reward_ma:141.34 loss:-0.002195 fps:1592 +frame:2.42e+06 wall_t:1520 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:0.6238 +2026-01-08 13:40:25 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:692.60 total_reward_ma:147.83 loss:-0.004955 fps:1592 +frame:2.43e+06 wall_t:1526 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:0.9064 +2026-01-08 13:40:31 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:702.30 total_reward_ma:154.43 loss:0.004069 fps:1593 +frame:2.44e+06 wall_t:1532 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:0.6989 +2026-01-08 13:40:37 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:705.20 total_reward_ma:161.03 loss:-0.002496 fps:1593 +frame:2.45e+06 wall_t:1538 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:0.7545 +2026-01-08 13:40:43 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:697.70 total_reward_ma:167.57 loss:0.0005718 fps:1593 +frame:2.46e+06 wall_t:1544 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:0.7811 +2026-01-08 13:40:49 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:702.20 total_reward_ma:174.13 loss:-0.003767 fps:1594 +frame:2.47e+06 wall_t:1550 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:0.6775 +2026-01-08 13:40:55 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:697.10 total_reward_ma:180.64 loss:-0.002517 fps:1595 +frame:2.48e+06 wall_t:1555 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:0.8014 +2026-01-08 13:41:01 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:699.90 total_reward_ma:187.17 loss:0.00499 fps:1594 +frame:2.49e+06 wall_t:1562 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:0.9292 +2026-01-08 13:41:07 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:692.90 total_reward_ma:193.62 loss:-0.001822 fps:1594 +frame:2.50e+06 wall_t:1568 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:0.9966 +2026-01-08 13:41:13 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:686.30 total_reward_ma:199.99 loss:-0.0005101 fps:1595 +frame:2.51e+06 wall_t:1574 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:0.8303 +2026-01-08 13:41:20 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:674.30 total_reward_ma:206.26 loss:-0.002374 fps:1595 +frame:2.52e+06 wall_t:1580 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:0.7914 +2026-01-08 13:41:26 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:673.90 total_reward_ma:212.53 loss:-0.003314 fps:1595 +frame:2.53e+06 wall_t:1586 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:0.947 +2026-01-08 13:41:32 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:670.90 total_reward_ma:218.77 loss:0.0004663 fps:1595 +frame:2.54e+06 wall_t:1592 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:1.159 +2026-01-08 13:41:38 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:669.10 total_reward_ma:224.99 loss:-0.0004597 fps:1595 +frame:2.55e+06 wall_t:1599 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:1.003 +2026-01-08 13:41:44 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:671.50 total_reward_ma:231.23 loss:-0.001147 fps:1595 +frame:2.56e+06 wall_t:1605 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:0.6338 +2026-01-08 13:41:50 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:673.50 total_reward_ma:237.49 loss:-0.007056 fps:1596 +frame:2.57e+06 wall_t:1610 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:1.019 +2026-01-08 13:41:56 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:677.30 total_reward_ma:243.78 loss:0.001448 fps:1596 +frame:2.58e+06 wall_t:1617 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:0.7814 +2026-01-08 13:42:02 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:680.10 total_reward_ma:250.09 loss:-0.0005184 fps:1596 +frame:2.59e+06 wall_t:1623 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:0.7165 +2026-01-08 13:42:08 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:679.90 total_reward_ma:256.40 loss:0.0009706 fps:1596 +frame:2.60e+06 wall_t:1629 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:1.005 +2026-01-08 13:42:14 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:680.90 total_reward_ma:262.74 loss:-0.006732 fps:1596 +frame:2.61e+06 wall_t:1635 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:1.108 +2026-01-08 13:42:20 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:679.90 total_reward_ma:269.05 loss:0.002281 fps:1597 +frame:2.62e+06 wall_t:1641 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:1.231 +2026-01-08 13:42:27 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:688.90 total_reward_ma:275.45 loss:-0.009217 fps:1597 +frame:2.63e+06 wall_t:1647 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:0.8062 +2026-01-08 13:42:33 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:694.40 total_reward_ma:281.92 loss:-0.003989 fps:1597 +frame:2.64e+06 wall_t:1653 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:0.6977 +2026-01-08 13:42:38 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:705.50 total_reward_ma:288.48 loss:0.005971 fps:1597 +frame:2.65e+06 wall_t:1659 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:0.866 +2026-01-08 13:42:45 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:715.20 total_reward_ma:295.13 loss:-0.002983 fps:1598 +frame:2.66e+06 wall_t:1665 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:0.8655 +2026-01-08 13:42:50 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:721.60 total_reward_ma:301.84 loss:0.003752 fps:1598 +frame:2.67e+06 wall_t:1671 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:1.045 +2026-01-08 13:42:56 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:723.20 total_reward_ma:308.56 loss:-0.003082 fps:1598 +frame:2.68e+06 wall_t:1677 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:0.7591 +2026-01-08 13:43:03 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:737.10 total_reward_ma:315.42 loss:-0.005325 fps:1598 +frame:2.69e+06 wall_t:1683 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:0.9528 +2026-01-08 13:43:09 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:755.00 total_reward_ma:322.47 loss:-0.003314 fps:1599 +frame:2.70e+06 wall_t:1689 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:0.7729 +2026-01-08 13:43:15 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:766.50 total_reward_ma:329.63 loss:-0.001027 fps:1599 +frame:2.71e+06 wall_t:1695 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:0.7408 +2026-01-08 13:43:21 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:776.60 total_reward_ma:336.90 loss:-0.001953 fps:1598 +frame:2.72e+06 wall_t:1702 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:0.8278 +2026-01-08 13:43:27 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:780.70 total_reward_ma:344.19 loss:0.002287 fps:1598 +frame:2.73e+06 wall_t:1708 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:0.9477 +2026-01-08 13:43:33 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:789.50 total_reward_ma:351.56 loss:-0.002545 fps:1600 +frame:2.74e+06 wall_t:1713 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:1.146 +2026-01-08 13:43:39 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:792.90 total_reward_ma:358.95 loss:0.0004591 fps:1599 +frame:2.75e+06 wall_t:1720 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:0.9698 +2026-01-08 13:43:45 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:791.70 total_reward_ma:366.34 loss:-0.001304 fps:1599 +frame:2.76e+06 wall_t:1726 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:1.033 +2026-01-08 13:43:51 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:804.30 total_reward_ma:373.85 loss:-0.006031 fps:1599 +frame:2.77e+06 wall_t:1732 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:0.8378 +2026-01-08 13:43:57 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:806.10 total_reward_ma:381.36 loss:0.0006395 fps:1600 +frame:2.78e+06 wall_t:1738 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:0.8101 +2026-01-08 13:44:04 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:818.20 total_reward_ma:388.99 loss:-0.004062 fps:1600 +frame:2.79e+06 wall_t:1744 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:1.015 +2026-01-08 13:44:10 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:839.40 total_reward_ma:396.83 loss:-0.006163 fps:1600 +frame:2.80e+06 wall_t:1750 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:0.8475 +2026-01-08 13:44:16 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:845.50 total_reward_ma:404.72 loss:0.005823 fps:1600 +frame:2.81e+06 wall_t:1756 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:0.8978 +2026-01-08 13:44:21 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:852.80 total_reward_ma:412.67 loss:-0.0004552 fps:1600 +frame:2.82e+06 wall_t:1762 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:1.021 +2026-01-08 13:44:27 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:858.30 total_reward_ma:420.66 loss:0.0001969 fps:1601 +frame:2.83e+06 wall_t:1768 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:1.03 +2026-01-08 13:44:34 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:860.30 total_reward_ma:428.66 loss:-0.0007146 fps:1601 +frame:2.84e+06 wall_t:1774 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:1.011 +2026-01-08 13:44:39 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:875.90 total_reward_ma:436.81 loss:-0.0037 fps:1601 +frame:2.85e+06 wall_t:1780 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:1.103 +2026-01-08 13:44:46 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:875.10 total_reward_ma:444.95 loss:-0.00319 fps:1601 +frame:2.86e+06 wall_t:1786 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:1.036 +2026-01-08 13:44:52 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:875.40 total_reward_ma:453.07 loss:0.01075 fps:1602 +frame:2.87e+06 wall_t:1792 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:0.9333 +2026-01-08 13:44:58 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:875.50 total_reward_ma:461.21 loss:-0.003213 fps:1602 +frame:2.88e+06 wall_t:1798 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:0.9971 +2026-01-08 13:45:04 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:875.70 total_reward_ma:469.39 loss:-0.008343 fps:1602 +frame:2.89e+06 wall_t:1804 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:0.8675 +2026-01-08 13:45:10 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:878.00 total_reward_ma:477.59 loss:0.002078 fps:1601 +frame:2.90e+06 wall_t:1811 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:1.074 +2026-01-08 13:45:16 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:884.40 total_reward_ma:485.86 loss:0.01181 fps:1602 +frame:2.91e+06 wall_t:1817 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:1.114 +2026-01-08 13:45:22 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:891.50 total_reward_ma:494.21 loss:-0.008972 fps:1602 +frame:2.92e+06 wall_t:1823 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:0.8934 +2026-01-08 13:45:29 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:889.50 total_reward_ma:502.53 loss:-0.008254 fps:1602 +frame:2.93e+06 wall_t:1829 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:1.134 +2026-01-08 13:45:35 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:895.90 total_reward_ma:510.89 loss:-0.002928 fps:1602 +frame:2.94e+06 wall_t:1835 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:1.119 +2026-01-08 13:45:41 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:899.00 total_reward_ma:519.28 loss:-0.006796 fps:1602 +frame:2.95e+06 wall_t:1842 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:0.888 +2026-01-08 13:45:47 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:901.20 total_reward_ma:527.66 loss:-0.001649 fps:1602 +frame:2.96e+06 wall_t:1848 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:1.091 +2026-01-08 13:45:53 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:905.70 total_reward_ma:536.07 loss:-0.001601 fps:1602 +frame:2.97e+06 wall_t:1854 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:1.168 +2026-01-08 13:45:59 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:901.20 total_reward_ma:544.42 loss:-0.01153 fps:1602 +frame:2.98e+06 wall_t:1860 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:1.025 +2026-01-08 13:46:05 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:895.00 total_reward_ma:552.69 loss:-0.002641 fps:1602 +frame:2.99e+06 wall_t:1866 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:0.9789 +2026-01-08 13:46:12 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:895.80 total_reward_ma:560.95 loss:-0.005327 fps:1603 +frame:3.00e+06 wall_t:1872 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:0.9004 +2026-01-08 13:46:18 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:899.40 total_reward_ma:569.24 loss:-0.003513 fps:1603 +frame:3.01e+06 wall_t:1878 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:0.9481 +2026-01-08 13:46:24 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:883.80 total_reward_ma:577.37 loss:-0.008449 fps:1603 +frame:3.02e+06 wall_t:1884 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:1.175 +2026-01-08 13:46:30 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:882.10 total_reward_ma:585.49 loss:-0.006986 fps:1602 +frame:3.03e+06 wall_t:1891 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:0.9157 +2026-01-08 13:46:36 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:883.70 total_reward_ma:593.62 loss:-0.003726 fps:1603 +frame:3.04e+06 wall_t:1897 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:1.33 +2026-01-08 13:46:42 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:890.80 total_reward_ma:601.82 loss:-0.003208 fps:1603 +frame:3.05e+06 wall_t:1903 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:0.9943 +2026-01-08 13:46:48 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:888.20 total_reward_ma:609.99 loss:-0.01227 fps:1603 +frame:3.06e+06 wall_t:1909 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:0.897 +2026-01-08 13:46:54 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:889.10 total_reward_ma:618.14 loss:-0.001148 fps:1603 +frame:3.07e+06 wall_t:1915 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:1.095 +2026-01-08 13:47:00 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:891.00 total_reward_ma:626.30 loss:-0.002522 fps:1603 +frame:3.08e+06 wall_t:1921 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:1.216 +2026-01-08 13:47:06 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:887.40 total_reward_ma:634.43 loss:-0.01153 fps:1604 +frame:3.09e+06 wall_t:1927 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:1.111 +2026-01-08 13:47:12 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:887.60 total_reward_ma:642.58 loss:-0.003063 fps:1604 +frame:3.10e+06 wall_t:1933 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:1.147 +2026-01-08 13:47:18 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:894.50 total_reward_ma:650.78 loss:-0.0002783 fps:1604 +frame:3.11e+06 wall_t:1939 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:1.159 +2026-01-08 13:47:24 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:900.00 total_reward_ma:659.06 loss:-0.00584 fps:1604 +frame:3.12e+06 wall_t:1945 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:1.028 +2026-01-08 13:47:30 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:899.60 total_reward_ma:667.33 loss:-0.01265 fps:1604 +frame:3.13e+06 wall_t:1951 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:1.236 +2026-01-08 13:47:36 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:899.60 total_reward_ma:675.57 loss:-0.008808 fps:1604 +frame:3.14e+06 wall_t:1957 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:1.102 +2026-01-08 13:47:42 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:894.90 total_reward_ma:683.74 loss:-0.01312 fps:1605 +frame:3.15e+06 wall_t:1963 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:1.053 +2026-01-08 13:47:48 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:891.70 total_reward_ma:691.84 loss:-0.009404 fps:1606 +frame:3.16e+06 wall_t:1968 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:1.299 +2026-01-08 13:47:54 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:900.70 total_reward_ma:699.98 loss:-0.007962 fps:1605 +frame:3.17e+06 wall_t:1975 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:1.143 +2026-01-08 13:48:00 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:896.30 total_reward_ma:708.01 loss:-0.005201 fps:1605 +frame:3.18e+06 wall_t:1981 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:1.048 +2026-01-08 13:48:06 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:898.10 total_reward_ma:715.98 loss:-0.008757 fps:1606 +frame:3.19e+06 wall_t:1986 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:1.264 +2026-01-08 13:48:12 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:909.00 total_reward_ma:723.91 loss:-0.01163 fps:1606 +frame:3.20e+06 wall_t:1992 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:1.137 +2026-01-08 13:48:17 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:916.40 total_reward_ma:731.84 loss:-0.00584 fps:1607 +frame:3.21e+06 wall_t:1998 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:1.096 +2026-01-08 13:48:23 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:920.00 total_reward_ma:739.49 loss:-0.006172 fps:1607 +frame:3.22e+06 wall_t:2004 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:1.125 +2026-01-08 13:48:29 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:932.30 total_reward_ma:747.12 loss:-0.01504 fps:1607 +frame:3.23e+06 wall_t:2010 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:1.228 +2026-01-08 13:48:35 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:934.70 total_reward_ma:754.41 loss:-0.00696 fps:1608 +frame:3.24e+06 wall_t:2015 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:1.137 +2026-01-08 13:48:40 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:938.00 total_reward_ma:761.45 loss:-0.01068 fps:1608 +frame:3.25e+06 wall_t:2021 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:1.231 +2026-01-08 13:48:46 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:940.10 total_reward_ma:768.26 loss:-0.01373 fps:1608 +frame:3.26e+06 wall_t:2027 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:1.219 +2026-01-08 13:48:52 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:940.70 total_reward_ma:774.66 loss:-0.006673 fps:1609 +frame:3.27e+06 wall_t:2032 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:1.067 +2026-01-08 13:48:58 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:946.10 total_reward_ma:780.87 loss:-0.004678 fps:1609 +frame:3.28e+06 wall_t:2038 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:1.079 +2026-01-08 13:49:04 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:944.90 total_reward_ma:786.68 loss:-0.00933 fps:1610 +frame:3.29e+06 wall_t:2044 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:1.085 +2026-01-08 13:49:09 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:944.20 total_reward_ma:792.16 loss:-0.006317 fps:1610 +frame:3.30e+06 wall_t:2050 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:1.07 +2026-01-08 13:49:15 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:943.90 total_reward_ma:797.35 loss:-0.00741 fps:1610 +frame:3.31e+06 wall_t:2056 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:1.265 +2026-01-08 13:49:21 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:952.20 total_reward_ma:802.39 loss:-0.01207 fps:1611 +frame:3.32e+06 wall_t:2061 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:1.119 +2026-01-08 13:49:26 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:951.90 total_reward_ma:807.01 loss:-0.01138 fps:1611 +frame:3.33e+06 wall_t:2067 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:1.015 +2026-01-08 13:49:32 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:950.90 total_reward_ma:811.37 loss:-0.01339 fps:1611 +frame:3.34e+06 wall_t:2073 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:1.266 +2026-01-08 13:49:38 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:961.90 total_reward_ma:815.37 loss:-0.008523 fps:1612 +frame:3.35e+06 wall_t:2078 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:1.234 +2026-01-08 13:49:44 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:965.00 total_reward_ma:819.17 loss:-0.006446 fps:1612 +frame:3.36e+06 wall_t:2084 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:0.9794 +2026-01-08 13:49:49 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:966.80 total_reward_ma:822.81 loss:-0.005999 fps:1612 +frame:3.37e+06 wall_t:2090 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:1.056 +2026-01-08 13:49:55 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:977.80 total_reward_ma:826.25 loss:-0.005788 fps:1613 +frame:3.38e+06 wall_t:2096 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:1.121 +2026-01-08 13:50:01 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:982.40 total_reward_ma:829.55 loss:-0.009723 fps:1614 +frame:3.39e+06 wall_t:2101 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:0.9791 +2026-01-08 13:50:07 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:982.20 total_reward_ma:832.76 loss:-0.0062 fps:1614 +frame:3.40e+06 wall_t:2107 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:1.159 +2026-01-08 13:50:12 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:979.00 total_reward_ma:835.72 loss:-0.003702 fps:1614 +frame:3.41e+06 wall_t:2113 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:1.078 +2026-01-08 13:50:17 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:977.80 total_reward_ma:838.63 loss:-0.008102 fps:1615 +frame:3.42e+06 wall_t:2118 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:1.061 +2026-01-08 13:50:23 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:975.20 total_reward_ma:841.45 loss:-0.006153 fps:1616 +frame:3.43e+06 wall_t:2123 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:1.313 +2026-01-08 13:50:29 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:974.30 total_reward_ma:844.17 loss:-0.01085 fps:1616 +frame:3.44e+06 wall_t:2129 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:1.064 +2026-01-08 13:50:34 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:978.40 total_reward_ma:846.90 loss:-0.006879 fps:1616 +frame:3.45e+06 wall_t:2135 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:1.094 +2026-01-08 13:50:40 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:975.30 total_reward_ma:849.68 loss:-0.003089 fps:1616 +frame:3.46e+06 wall_t:2141 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:1.199 +2026-01-08 13:50:46 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:973.00 total_reward_ma:852.39 loss:-0.006796 fps:1617 +frame:3.47e+06 wall_t:2146 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:1.08 +2026-01-08 13:50:52 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:978.80 total_reward_ma:855.21 loss:-0.003056 fps:1617 +frame:3.48e+06 wall_t:2152 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:1.198 +2026-01-08 13:50:57 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:978.50 total_reward_ma:857.99 loss:-0.01199 fps:1617 +frame:3.49e+06 wall_t:2158 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:1.082 +2026-01-08 13:51:03 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:983.90 total_reward_ma:860.90 loss:-0.005202 fps:1618 +frame:3.50e+06 wall_t:2163 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:1.095 +2026-01-08 13:51:09 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:982.80 total_reward_ma:863.87 loss:-0.01 fps:1618 +frame:3.51e+06 wall_t:2169 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:1.011 +2026-01-08 13:51:14 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:984.90 total_reward_ma:866.97 loss:-0.007671 fps:1618 +frame:3.52e+06 wall_t:2175 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:1.109 +2026-01-08 13:51:20 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:987.50 total_reward_ma:870.11 loss:-0.00713 fps:1619 +frame:3.53e+06 wall_t:2181 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:1.119 +2026-01-08 13:51:26 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:992.00 total_reward_ma:873.32 loss:-0.01207 fps:1619 +frame:3.54e+06 wall_t:2186 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:1.041 +2026-01-08 13:51:32 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:991.90 total_reward_ma:876.55 loss:-0.002691 fps:1620 +frame:3.55e+06 wall_t:2192 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:1.207 +2026-01-08 13:51:38 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:992.30 total_reward_ma:879.76 loss:-0.004472 fps:1620 +frame:3.56e+06 wall_t:2198 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:1.184 +2026-01-08 13:51:44 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:988.90 total_reward_ma:882.91 loss:-0.01069 fps:1620 +frame:3.57e+06 wall_t:2204 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:1.12 +2026-01-08 13:51:49 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:989.40 total_reward_ma:886.03 loss:-0.009165 fps:1620 +frame:3.58e+06 wall_t:2210 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:1.063 +2026-01-08 13:51:55 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:989.70 total_reward_ma:889.13 loss:-0.01121 fps:1621 +frame:3.59e+06 wall_t:2215 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:1.137 +2026-01-08 13:52:01 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:990.80 total_reward_ma:892.24 loss:-0.00585 fps:1621 +frame:3.60e+06 wall_t:2221 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:1.11 +2026-01-08 13:52:06 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:993.30 total_reward_ma:895.36 loss:-0.006542 fps:1621 +frame:3.61e+06 wall_t:2227 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:1.143 +2026-01-08 13:52:12 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:995.90 total_reward_ma:898.52 loss:-0.007013 fps:1621 +frame:3.62e+06 wall_t:2233 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:1.161 +2026-01-08 13:52:18 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1002.50 total_reward_ma:901.66 loss:-0.00379 fps:1621 +frame:3.63e+06 wall_t:2239 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:1.098 +2026-01-08 13:52:24 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:997.20 total_reward_ma:904.68 loss:-0.01229 fps:1621 +frame:3.64e+06 wall_t:2245 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:1.117 +2026-01-08 13:52:30 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1000.90 total_reward_ma:907.64 loss:-0.01034 fps:1622 +frame:3.65e+06 wall_t:2251 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:1.202 +2026-01-08 13:52:36 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1007.60 total_reward_ma:910.56 loss:-0.0006085 fps:1622 +frame:3.66e+06 wall_t:2256 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:1.139 +2026-01-08 13:52:41 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1004.60 total_reward_ma:913.39 loss:-0.01398 fps:1622 +frame:3.67e+06 wall_t:2262 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:1.154 +2026-01-08 13:52:47 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1011.50 total_reward_ma:916.28 loss:-0.009261 fps:1623 +frame:3.68e+06 wall_t:2268 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:1.064 +2026-01-08 13:52:53 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1010.90 total_reward_ma:919.01 loss:-0.0006688 fps:1623 +frame:3.69e+06 wall_t:2273 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:1.107 +2026-01-08 13:52:59 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1015.00 total_reward_ma:921.61 loss:-0.0008244 fps:1624 +frame:3.70e+06 wall_t:2279 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:1.092 +2026-01-08 13:53:05 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1007.50 total_reward_ma:924.02 loss:-0.001517 fps:1624 +frame:3.71e+06 wall_t:2285 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:1.304 +2026-01-08 13:53:10 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1004.50 total_reward_ma:926.30 loss:-0.004315 fps:1624 +frame:3.72e+06 wall_t:2291 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:1.18 +2026-01-08 13:53:17 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1007.90 total_reward_ma:928.57 loss:-0.005013 fps:1624 +frame:3.73e+06 wall_t:2297 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:1.026 +2026-01-08 13:53:23 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1007.40 total_reward_ma:930.75 loss:-0.008129 fps:1624 +frame:3.74e+06 wall_t:2303 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:1.115 +2026-01-08 13:53:29 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1007.50 total_reward_ma:932.90 loss:-0.0006026 fps:1624 +frame:3.75e+06 wall_t:2309 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:1.181 +2026-01-08 13:53:34 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1002.20 total_reward_ma:935.00 loss:-0.005291 fps:1624 +frame:3.76e+06 wall_t:2315 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:1.056 +2026-01-08 13:53:40 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1007.90 total_reward_ma:937.04 loss:-0.00151 fps:1624 +frame:3.77e+06 wall_t:2321 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:1.164 +2026-01-08 13:53:46 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1012.00 total_reward_ma:939.10 loss:-0.004098 fps:1625 +frame:3.78e+06 wall_t:2326 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:1.12 +2026-01-08 13:53:52 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1008.00 total_reward_ma:941.00 loss:-0.006884 fps:1625 +frame:3.79e+06 wall_t:2332 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:1.09 +2026-01-08 13:53:57 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1010.90 total_reward_ma:942.71 loss:-0.007277 fps:1625 +frame:3.80e+06 wall_t:2338 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:1.187 +2026-01-08 13:54:03 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1010.80 total_reward_ma:944.36 loss:-0.008651 fps:1625 +frame:3.81e+06 wall_t:2344 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:1.08 +2026-01-08 13:54:09 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1015.80 total_reward_ma:945.99 loss:-0.006626 fps:1626 +frame:3.82e+06 wall_t:2350 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:1.022 +2026-01-08 13:54:15 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1019.00 total_reward_ma:947.60 loss:-0.006536 fps:1626 +frame:3.83e+06 wall_t:2355 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:1.094 +2026-01-08 13:54:21 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1022.80 total_reward_ma:949.23 loss:-0.007857 fps:1626 +frame:3.84e+06 wall_t:2361 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:1.13 +2026-01-08 13:54:26 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1028.00 total_reward_ma:950.75 loss:-0.001994 fps:1627 +frame:3.85e+06 wall_t:2367 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:1.168 +2026-01-08 13:54:32 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1028.60 total_reward_ma:952.28 loss:-0.01103 fps:1627 +frame:3.86e+06 wall_t:2372 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:1.058 +2026-01-08 13:54:38 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1028.90 total_reward_ma:953.82 loss:-0.007711 fps:1627 +frame:3.87e+06 wall_t:2378 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:1.091 +2026-01-08 13:54:44 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1033.10 total_reward_ma:955.39 loss:-0.004445 fps:1628 +frame:3.88e+06 wall_t:2384 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:1.276 +2026-01-08 13:54:49 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1032.30 total_reward_ma:956.96 loss:-0.001398 fps:1628 +frame:3.89e+06 wall_t:2390 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:1.153 +2026-01-08 13:54:55 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1030.40 total_reward_ma:958.48 loss:-0.01297 fps:1628 +frame:3.90e+06 wall_t:2396 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:1.18 +2026-01-08 13:55:01 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1032.00 total_reward_ma:959.96 loss:-0.0008167 fps:1628 +frame:3.91e+06 wall_t:2401 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:1.177 +2026-01-08 13:55:06 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1031.70 total_reward_ma:961.36 loss:-0.001585 fps:1629 +frame:3.92e+06 wall_t:2407 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:1.16 +2026-01-08 13:55:12 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1028.90 total_reward_ma:962.76 loss:-0.004979 fps:1629 +frame:3.93e+06 wall_t:2412 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:1.256 +2026-01-08 13:55:18 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1026.60 total_reward_ma:964.06 loss:-0.002401 fps:1629 +frame:3.94e+06 wall_t:2418 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:1.218 +2026-01-08 13:55:23 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1028.60 total_reward_ma:965.36 loss:-0.009915 fps:1630 +frame:3.95e+06 wall_t:2424 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:1.028 +2026-01-08 13:55:29 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1031.20 total_reward_ma:966.66 loss:-0.005587 fps:1630 +frame:3.96e+06 wall_t:2430 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:1.176 +2026-01-08 13:55:35 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1023.50 total_reward_ma:967.84 loss:-0.002669 fps:1630 +frame:3.97e+06 wall_t:2435 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:1.199 +2026-01-08 13:55:41 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1024.00 total_reward_ma:969.07 loss:-0.001131 fps:1630 +frame:3.98e+06 wall_t:2441 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:1.19 +2026-01-08 13:55:46 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1021.30 total_reward_ma:970.33 loss:-0.009708 fps:1631 +frame:3.99e+06 wall_t:2447 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:1.098 +2026-01-08 13:55:52 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1021.10 total_reward_ma:971.58 loss:-0.002569 fps:1631 +frame:4.00e+06 wall_t:2453 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:1.134 +2026-01-08 13:55:58 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1015.10 total_reward_ma:972.74 loss:-0.006065 fps:1631 +frame:4.01e+06 wall_t:2459 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:1.12 +2026-01-08 13:56:04 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1010.50 total_reward_ma:974.01 loss:-0.009433 fps:1631 +frame:4.02e+06 wall_t:2464 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:1.149 +2026-01-08 13:56:10 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1007.10 total_reward_ma:975.26 loss:-0.003257 fps:1632 +frame:4.03e+06 wall_t:2470 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:1.216 +2026-01-08 13:56:15 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:995.30 total_reward_ma:976.37 loss:-0.008307 fps:1632 +frame:4.04e+06 wall_t:2476 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:1.005 +2026-01-08 13:56:21 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:994.90 total_reward_ma:977.41 loss:-0.01004 fps:1632 +frame:4.05e+06 wall_t:2482 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:1.071 +2026-01-08 13:56:27 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:987.20 total_reward_ma:978.40 loss:-0.004378 fps:1632 +frame:4.06e+06 wall_t:2488 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:1.247 +2026-01-08 13:56:33 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:976.20 total_reward_ma:979.27 loss:-0.003158 fps:1633 +frame:4.07e+06 wall_t:2493 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:1.026 +2026-01-08 13:56:39 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:976.80 total_reward_ma:980.13 loss:-0.008941 fps:1633 +frame:4.08e+06 wall_t:2499 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:1.093 +2026-01-08 13:56:45 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:975.20 total_reward_ma:981.01 loss:-0.01045 fps:1633 +frame:4.09e+06 wall_t:2505 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:1.162 +2026-01-08 13:56:50 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:971.20 total_reward_ma:981.85 loss:-0.003853 fps:1633 +frame:4.10e+06 wall_t:2511 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:1.063 +2026-01-08 13:56:56 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:971.70 total_reward_ma:982.62 loss:-0.007008 fps:1634 +frame:4.11e+06 wall_t:2516 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:1.157 +2026-01-08 13:57:02 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:970.40 total_reward_ma:983.32 loss:-0.008006 fps:1634 +frame:4.12e+06 wall_t:2522 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:1.177 +2026-01-08 13:57:08 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:969.40 total_reward_ma:984.02 loss:-0.01191 fps:1634 +frame:4.13e+06 wall_t:2528 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:1.019 +2026-01-08 13:57:13 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:969.40 total_reward_ma:984.72 loss:-0.008464 fps:1634 +frame:4.14e+06 wall_t:2534 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:1.208 +2026-01-08 13:57:19 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:967.00 total_reward_ma:985.44 loss:-0.01016 fps:1634 +frame:4.15e+06 wall_t:2540 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:1.053 +2026-01-08 13:57:25 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:964.70 total_reward_ma:986.17 loss:-0.006852 fps:1634 +frame:4.16e+06 wall_t:2546 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:1.097 +2026-01-08 13:57:31 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:963.30 total_reward_ma:986.79 loss:-0.001491 fps:1635 +frame:4.17e+06 wall_t:2551 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:1.175 +2026-01-08 13:57:37 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:966.50 total_reward_ma:987.50 loss:-0.01143 fps:1635 +frame:4.18e+06 wall_t:2557 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:1.074 +2026-01-08 13:57:42 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:968.30 total_reward_ma:988.20 loss:-0.01126 fps:1635 +frame:4.19e+06 wall_t:2563 t:261875 epi:nan +opt_step:65440 lr:0.0001453 clip_eps:0.1 entropy:1.055 +2026-01-08 13:57:48 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:969.20 total_reward_ma:988.80 loss:-0.01234 fps:1635 +frame:4.20e+06 wall_t:2569 t:262500 epi:nan +opt_step:65600 lr:0.000145 clip_eps:0.1 entropy:1.059 +2026-01-08 13:57:54 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:971.40 total_reward_ma:989.35 loss:-0.009779 fps:1636 +frame:4.21e+06 wall_t:2574 t:263125 epi:nan +opt_step:65760 lr:0.0001448 clip_eps:0.1 entropy:1.059 +2026-01-08 13:57:59 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:976.60 total_reward_ma:989.92 loss:-0.001914 fps:1636 +frame:4.22e+06 wall_t:2580 t:263750 epi:nan +opt_step:65920 lr:0.0001445 clip_eps:0.1 entropy:1.063 +2026-01-08 13:58:05 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:977.90 total_reward_ma:990.37 loss:-0.008399 fps:1636 +frame:4.23e+06 wall_t:2586 t:264375 epi:nan +opt_step:66080 lr:0.0001443 clip_eps:0.1 entropy:1.049 +2026-01-08 13:58:11 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:982.10 total_reward_ma:990.85 loss:-0.00764 fps:1636 +frame:4.24e+06 wall_t:2591 t:265000 epi:nan +opt_step:66240 lr:0.000144 clip_eps:0.1 entropy:1.182 +2026-01-08 13:58:17 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:988.50 total_reward_ma:991.35 loss:-0.005601 fps:1637 +frame:4.25e+06 wall_t:2597 t:265625 epi:nan +opt_step:66400 lr:0.0001438 clip_eps:0.1 entropy:1.082 +2026-01-08 13:58:22 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:995.90 total_reward_ma:991.91 loss:-0.01044 fps:1637 +frame:4.26e+06 wall_t:2603 t:266250 epi:nan +opt_step:66560 lr:0.0001435 clip_eps:0.1 entropy:1.143 +2026-01-08 13:58:28 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:997.90 total_reward_ma:992.48 loss:-0.003997 fps:1637 +frame:4.27e+06 wall_t:2608 t:266875 epi:nan +opt_step:66688 lr:0.0001433 clip_eps:0.1 entropy:1.173 +2026-01-08 13:58:33 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:998.60 total_reward_ma:993.01 loss:-0.006414 fps:1637 +frame:4.28e+06 wall_t:2614 t:267500 epi:nan +opt_step:66848 lr:0.000143 clip_eps:0.1 entropy:1.151 +2026-01-08 13:58:39 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1002.70 total_reward_ma:993.58 loss:-0.002771 fps:1637 +frame:4.29e+06 wall_t:2620 t:268125 epi:nan +opt_step:67008 lr:0.0001428 clip_eps:0.1 entropy:1.115 +2026-01-08 13:58:45 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:998.60 total_reward_ma:994.13 loss:0.003531 fps:1638 +frame:4.30e+06 wall_t:2625 t:268750 epi:nan +opt_step:67168 lr:0.0001425 clip_eps:0.1 entropy:1.176 +2026-01-08 13:58:50 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1001.00 total_reward_ma:994.70 loss:-0.006271 fps:1638 +frame:4.31e+06 wall_t:2631 t:269375 epi:nan +opt_step:67328 lr:0.0001423 clip_eps:0.1 entropy:1.051 +2026-01-08 13:58:56 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1004.80 total_reward_ma:995.23 loss:-0.007919 fps:1638 +frame:4.32e+06 wall_t:2637 t:270000 epi:nan +opt_step:67488 lr:0.000142 clip_eps:0.1 entropy:1.113 +2026-01-08 13:59:02 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1007.40 total_reward_ma:995.78 loss:-0.007567 fps:1639 +frame:4.33e+06 wall_t:2642 t:270625 epi:nan +opt_step:67648 lr:0.0001418 clip_eps:0.1 entropy:1.058 +2026-01-08 13:59:08 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1011.60 total_reward_ma:996.39 loss:-0.005735 fps:1639 +frame:4.34e+06 wall_t:2648 t:271250 epi:nan +opt_step:67808 lr:0.0001415 clip_eps:0.1 entropy:1.115 +2026-01-08 13:59:13 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1013.50 total_reward_ma:996.90 loss:-0.009266 fps:1639 +frame:4.35e+06 wall_t:2654 t:271875 epi:nan +opt_step:67968 lr:0.0001413 clip_eps:0.1 entropy:1.075 +2026-01-08 13:59:19 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1016.80 total_reward_ma:997.42 loss:-0.005175 fps:1640 +frame:4.36e+06 wall_t:2659 t:272500 epi:nan +opt_step:68096 lr:0.000141 clip_eps:0.1 entropy:1.096 +2026-01-08 13:59:25 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1019.20 total_reward_ma:997.95 loss:-0.003954 fps:1640 +frame:4.37e+06 wall_t:2665 t:273125 epi:nan +opt_step:68256 lr:0.0001408 clip_eps:0.1 entropy:1.125 +2026-01-08 13:59:31 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1020.90 total_reward_ma:998.38 loss:-0.008522 fps:1640 +frame:4.38e+06 wall_t:2671 t:273750 epi:nan +opt_step:68416 lr:0.0001405 clip_eps:0.1 entropy:1.059 +2026-01-08 13:59:37 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1017.80 total_reward_ma:998.73 loss:-0.006544 fps:1640 +frame:4.39e+06 wall_t:2677 t:274375 epi:nan +opt_step:68576 lr:0.0001403 clip_eps:0.1 entropy:1.194 +2026-01-08 13:59:42 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1019.80 total_reward_ma:999.11 loss:-0.01206 fps:1640 +frame:4.40e+06 wall_t:2683 t:275000 epi:nan +opt_step:68736 lr:0.00014 clip_eps:0.1 entropy:0.9989 +2026-01-08 13:59:48 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1019.40 total_reward_ma:999.51 loss:-0.008015 fps:1640 +frame:4.41e+06 wall_t:2689 t:275625 epi:nan +opt_step:68896 lr:0.0001398 clip_eps:0.1 entropy:1.233 +2026-01-08 13:59:54 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1018.50 total_reward_ma:999.92 loss:-0.005768 fps:1640 +frame:4.42e+06 wall_t:2695 t:276250 epi:nan +opt_step:69056 lr:0.0001395 clip_eps:0.1 entropy:1.069 +2026-01-08 14:00:00 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1021.10 total_reward_ma:1000.38 loss:-0.01052 fps:1641 +frame:4.43e+06 wall_t:2700 t:276875 epi:nan +opt_step:69216 lr:0.0001393 clip_eps:0.1 entropy:1.016 +2026-01-08 14:00:05 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1023.10 total_reward_ma:1000.86 loss:-0.01297 fps:1641 +frame:4.44e+06 wall_t:2706 t:277500 epi:nan +opt_step:69344 lr:0.000139 clip_eps:0.1 entropy:1.103 +2026-01-08 14:00:11 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1022.80 total_reward_ma:1001.31 loss:-0.00725 fps:1641 +frame:4.45e+06 wall_t:2711 t:278125 epi:nan +opt_step:69504 lr:0.0001388 clip_eps:0.1 entropy:1.206 +2026-01-08 14:00:17 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1023.90 total_reward_ma:1001.79 loss:-0.007504 fps:1642 +frame:4.46e+06 wall_t:2717 t:278750 epi:nan +opt_step:69664 lr:0.0001385 clip_eps:0.1 entropy:1.096 +2026-01-08 14:00:22 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1024.10 total_reward_ma:1002.30 loss:-0.00148 fps:1642 +frame:4.47e+06 wall_t:2723 t:279375 epi:nan +opt_step:69824 lr:0.0001383 clip_eps:0.1 entropy:1.116 +2026-01-08 14:00:28 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1025.30 total_reward_ma:1002.77 loss:0.002935 fps:1642 +frame:4.48e+06 wall_t:2729 t:280000 epi:nan +opt_step:69984 lr:0.000138 clip_eps:0.1 entropy:1.12 +2026-01-08 14:00:34 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1028.70 total_reward_ma:1003.27 loss:-0.003312 fps:1642 +frame:4.49e+06 wall_t:2735 t:280625 epi:nan +opt_step:70144 lr:0.0001378 clip_eps:0.1 entropy:1.061 +2026-01-08 14:00:40 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1032.20 total_reward_ma:1003.76 loss:-0.005636 fps:1642 +frame:4.50e+06 wall_t:2741 t:281250 epi:nan +opt_step:70304 lr:0.0001375 clip_eps:0.1 entropy:1.057 +2026-01-08 14:00:46 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1031.70 total_reward_ma:1004.24 loss:-0.00319 fps:1642 +frame:4.51e+06 wall_t:2746 t:281875 epi:nan +opt_step:70464 lr:0.0001373 clip_eps:0.1 entropy:1.096 +2026-01-08 14:00:52 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1029.60 total_reward_ma:1004.69 loss:-0.005565 fps:1642 +frame:4.52e+06 wall_t:2752 t:282500 epi:nan +opt_step:70624 lr:0.000137 clip_eps:0.1 entropy:0.9913 +2026-01-08 14:00:57 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1030.70 total_reward_ma:1005.12 loss:-0.01249 fps:1643 +frame:4.53e+06 wall_t:2757 t:283125 epi:nan +opt_step:70752 lr:0.0001368 clip_eps:0.1 entropy:1.064 +2026-01-08 14:01:02 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1027.90 total_reward_ma:1005.48 loss:-0.006898 fps:1643 +frame:4.54e+06 wall_t:2763 t:283750 epi:nan +opt_step:70912 lr:0.0001365 clip_eps:0.1 entropy:1.125 +2026-01-08 14:01:08 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1028.50 total_reward_ma:1005.85 loss:-0.00417 fps:1644 +frame:4.55e+06 wall_t:2768 t:284375 epi:nan +opt_step:71072 lr:0.0001363 clip_eps:0.1 entropy:1.042 +2026-01-08 14:01:14 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1028.30 total_reward_ma:1006.21 loss:-0.008371 fps:1644 +frame:4.56e+06 wall_t:2774 t:285000 epi:nan +opt_step:71232 lr:0.000136 clip_eps:0.1 entropy:1.088 +2026-01-08 14:01:19 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1028.00 total_reward_ma:1006.60 loss:-0.004009 fps:1644 +frame:4.57e+06 wall_t:2780 t:285625 epi:nan +opt_step:71392 lr:0.0001358 clip_eps:0.1 entropy:1.102 +2026-01-08 14:01:25 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1025.90 total_reward_ma:1006.96 loss:-0.01048 fps:1645 +frame:4.58e+06 wall_t:2785 t:286250 epi:nan +opt_step:71552 lr:0.0001355 clip_eps:0.1 entropy:1.139 +2026-01-08 14:01:31 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1029.00 total_reward_ma:1007.36 loss:-0.01076 fps:1645 +frame:4.59e+06 wall_t:2791 t:286875 epi:nan +opt_step:71712 lr:0.0001353 clip_eps:0.1 entropy:1.057 +2026-01-08 14:01:36 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1029.80 total_reward_ma:1007.75 loss:-0.005786 fps:1645 +frame:4.60e+06 wall_t:2797 t:287500 epi:nan +opt_step:71872 lr:0.000135 clip_eps:0.1 entropy:1.192 +2026-01-08 14:01:42 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1024.60 total_reward_ma:1008.06 loss:-0.009504 fps:1645 +frame:4.61e+06 wall_t:2802 t:288125 epi:nan +opt_step:72000 lr:0.0001348 clip_eps:0.1 entropy:1.097 +2026-01-08 14:01:48 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1023.20 total_reward_ma:1008.33 loss:-0.005861 fps:1645 +frame:4.62e+06 wall_t:2808 t:288750 epi:nan +opt_step:72160 lr:0.0001345 clip_eps:0.1 entropy:1.123 +2026-01-08 14:01:53 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1019.00 total_reward_ma:1008.50 loss:-0.009172 fps:1645 +frame:4.63e+06 wall_t:2814 t:289375 epi:nan +opt_step:72320 lr:0.0001343 clip_eps:0.1 entropy:1.141 +2026-01-08 14:01:59 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1017.80 total_reward_ma:1008.70 loss:-0.0146 fps:1645 +frame:4.64e+06 wall_t:2820 t:290000 epi:nan +opt_step:72480 lr:0.000134 clip_eps:0.1 entropy:1.114 +2026-01-08 14:02:05 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1014.80 total_reward_ma:1008.84 loss:-0.009424 fps:1645 +frame:4.65e+06 wall_t:2826 t:290625 epi:nan +opt_step:72640 lr:0.0001338 clip_eps:0.1 entropy:1.17 +2026-01-08 14:02:11 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1015.00 total_reward_ma:1008.92 loss:-0.005143 fps:1645 +frame:4.66e+06 wall_t:2832 t:291250 epi:nan +opt_step:72800 lr:0.0001335 clip_eps:0.1 entropy:1.107 +2026-01-08 14:02:17 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1012.90 total_reward_ma:1009.00 loss:-0.01336 fps:1646 +frame:4.67e+06 wall_t:2837 t:291875 epi:nan +opt_step:72960 lr:0.0001333 clip_eps:0.1 entropy:1.08 +2026-01-08 14:02:23 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1010.60 total_reward_ma:1008.99 loss:-0.004161 fps:1646 +frame:4.68e+06 wall_t:2843 t:292500 epi:nan +opt_step:73120 lr:0.000133 clip_eps:0.1 entropy:1.07 +2026-01-08 14:02:29 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1011.90 total_reward_ma:1009.00 loss:-0.01404 fps:1646 +frame:4.69e+06 wall_t:2849 t:293125 epi:nan +opt_step:73280 lr:0.0001328 clip_eps:0.1 entropy:1.197 +2026-01-08 14:02:34 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1017.30 total_reward_ma:1009.02 loss:-0.005271 fps:1646 +frame:4.70e+06 wall_t:2855 t:293750 epi:nan +opt_step:73408 lr:0.0001325 clip_eps:0.1 entropy:1.271 +2026-01-08 14:02:40 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1021.40 total_reward_ma:1009.16 loss:-0.01107 fps:1647 +frame:4.71e+06 wall_t:2860 t:294375 epi:nan +opt_step:73568 lr:0.0001323 clip_eps:0.1 entropy:1.063 +2026-01-08 14:02:46 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1018.60 total_reward_ma:1009.30 loss:-0.01332 fps:1647 +frame:4.72e+06 wall_t:2866 t:295000 epi:nan +opt_step:73728 lr:0.000132 clip_eps:0.1 entropy:1.107 +2026-01-08 14:02:51 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1018.70 total_reward_ma:1009.41 loss:-0.00557 fps:1647 +frame:4.73e+06 wall_t:2872 t:295625 epi:nan +opt_step:73888 lr:0.0001318 clip_eps:0.1 entropy:1.175 +2026-01-08 14:02:57 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1017.10 total_reward_ma:1009.51 loss:-0.01413 fps:1647 +frame:4.74e+06 wall_t:2878 t:296250 epi:nan +opt_step:74048 lr:0.0001315 clip_eps:0.1 entropy:1.007 +2026-01-08 14:03:03 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1016.80 total_reward_ma:1009.60 loss:-0.006478 fps:1648 +frame:4.75e+06 wall_t:2883 t:296875 epi:nan +opt_step:74208 lr:0.0001313 clip_eps:0.1 entropy:1.121 +2026-01-08 14:03:09 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1017.10 total_reward_ma:1009.75 loss:-0.008225 fps:1648 +frame:4.76e+06 wall_t:2889 t:297500 epi:nan +opt_step:74368 lr:0.000131 clip_eps:0.1 entropy:1.086 +2026-01-08 14:03:15 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1018.80 total_reward_ma:1009.86 loss:-0.01137 fps:1648 +frame:4.77e+06 wall_t:2895 t:298125 epi:nan +opt_step:74528 lr:0.0001308 clip_eps:0.1 entropy:1.003 +2026-01-08 14:03:20 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1018.70 total_reward_ma:1009.93 loss:-0.01001 fps:1648 +frame:4.78e+06 wall_t:2901 t:298750 epi:nan +opt_step:74656 lr:0.0001306 clip_eps:0.1 entropy:0.9822 +2026-01-08 14:03:26 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1018.70 total_reward_ma:1010.03 loss:-0.008845 fps:1648 +frame:4.79e+06 wall_t:2907 t:299375 epi:nan +opt_step:74816 lr:0.0001303 clip_eps:0.1 entropy:1.118 +2026-01-08 14:03:32 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1021.80 total_reward_ma:1010.14 loss:-0.008823 fps:1648 +frame:4.80e+06 wall_t:2913 t:300000 epi:nan +opt_step:74976 lr:0.00013 clip_eps:0.1 entropy:1.024 +2026-01-08 14:03:38 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1019.30 total_reward_ma:1010.23 loss:-0.008857 fps:1648 +frame:4.81e+06 wall_t:2919 t:300625 epi:nan +opt_step:75136 lr:0.0001298 clip_eps:0.1 entropy:1.03 +2026-01-08 14:03:44 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1017.40 total_reward_ma:1010.24 loss:-0.003512 fps:1648 +frame:4.82e+06 wall_t:2925 t:301250 epi:nan +opt_step:75296 lr:0.0001295 clip_eps:0.1 entropy:1.135 +2026-01-08 14:03:51 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1020.90 total_reward_ma:1010.26 loss:-0.0136 fps:1648 +frame:4.83e+06 wall_t:2931 t:301875 epi:nan +opt_step:75456 lr:0.0001293 clip_eps:0.1 entropy:1.044 +2026-01-08 14:03:57 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1021.90 total_reward_ma:1010.25 loss:-0.007441 fps:1648 +frame:4.84e+06 wall_t:2937 t:302500 epi:nan +opt_step:75616 lr:0.000129 clip_eps:0.1 entropy:1.114 +2026-01-08 14:04:03 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1015.80 total_reward_ma:1010.13 loss:-0.001418 fps:1648 +frame:4.85e+06 wall_t:2943 t:303125 epi:nan +opt_step:75776 lr:0.0001288 clip_eps:0.1 entropy:1.206 +2026-01-08 14:04:08 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1018.50 total_reward_ma:1010.03 loss:-0.007792 fps:1648 +frame:4.86e+06 wall_t:2949 t:303750 epi:nan +opt_step:75936 lr:0.0001285 clip_eps:0.1 entropy:1.058 +2026-01-08 14:04:14 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1019.50 total_reward_ma:1009.94 loss:-0.01173 fps:1649 +frame:4.87e+06 wall_t:2954 t:304375 epi:nan +opt_step:76064 lr:0.0001283 clip_eps:0.1 entropy:1.001 +2026-01-08 14:04:20 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1020.10 total_reward_ma:1009.81 loss:-0.009681 fps:1649 +frame:4.88e+06 wall_t:2960 t:305000 epi:nan +opt_step:76224 lr:0.000128 clip_eps:0.1 entropy:1.022 +2026-01-08 14:04:25 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1019.50 total_reward_ma:1009.68 loss:-0.006377 fps:1649 +frame:4.89e+06 wall_t:2966 t:305625 epi:nan +opt_step:76384 lr:0.0001278 clip_eps:0.1 entropy:1.112 +2026-01-08 14:04:31 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1015.70 total_reward_ma:1009.53 loss:-0.006311 fps:1649 +frame:4.90e+06 wall_t:2972 t:306250 epi:nan +opt_step:76544 lr:0.0001275 clip_eps:0.1 entropy:0.9626 +2026-01-08 14:04:37 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1017.10 total_reward_ma:1009.38 loss:-0.01182 fps:1649 +frame:4.91e+06 wall_t:2978 t:306875 epi:nan +opt_step:76704 lr:0.0001273 clip_eps:0.1 entropy:1.049 +2026-01-08 14:04:43 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1015.70 total_reward_ma:1009.22 loss:-0.003338 fps:1649 +frame:4.92e+06 wall_t:2983 t:307500 epi:nan +opt_step:76864 lr:0.000127 clip_eps:0.1 entropy:1.254 +2026-01-08 14:04:49 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1016.10 total_reward_ma:1009.10 loss:-0.006353 fps:1649 +frame:4.93e+06 wall_t:2989 t:308125 epi:nan +opt_step:77024 lr:0.0001268 clip_eps:0.1 entropy:1.108 +2026-01-08 14:04:54 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1015.90 total_reward_ma:1008.99 loss:-0.01112 fps:1649 +frame:4.94e+06 wall_t:2995 t:308750 epi:nan +opt_step:77184 lr:0.0001265 clip_eps:0.1 entropy:1.108 +2026-01-08 14:04:59 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1012.10 total_reward_ma:1008.82 loss:-0.01351 fps:1650 +frame:4.95e+06 wall_t:3000 t:309375 epi:nan +opt_step:77312 lr:0.0001263 clip_eps:0.1 entropy:1.051 +2026-01-08 14:05:05 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1013.80 total_reward_ma:1008.65 loss:-0.002685 fps:1650 +frame:4.96e+06 wall_t:3006 t:310000 epi:nan +opt_step:77472 lr:0.000126 clip_eps:0.1 entropy:1.024 +2026-01-08 14:05:11 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1013.70 total_reward_ma:1008.55 loss:-0.01358 fps:1650 +frame:4.97e+06 wall_t:3012 t:310625 epi:nan +opt_step:77632 lr:0.0001258 clip_eps:0.1 entropy:0.9898 +2026-01-08 14:05:17 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1014.30 total_reward_ma:1008.45 loss:-0.004567 fps:1650 +frame:4.98e+06 wall_t:3018 t:311250 epi:nan +opt_step:77792 lr:0.0001255 clip_eps:0.1 entropy:1.294 +2026-01-08 14:05:23 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1013.00 total_reward_ma:1008.37 loss:-0.01074 fps:1650 +frame:4.99e+06 wall_t:3024 t:311875 epi:nan +opt_step:77952 lr:0.0001253 clip_eps:0.1 entropy:1.17 +2026-01-08 14:05:29 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1011.60 total_reward_ma:1008.28 loss:-0.01662 fps:1650 +frame:5.00e+06 wall_t:3030 t:312500 epi:nan +opt_step:78112 lr:0.000125 clip_eps:0.1 entropy:1.06 +2026-01-08 14:05:35 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1011.00 total_reward_ma:1008.23 loss:-0.006282 fps:1651 +frame:5.01e+06 wall_t:3035 t:313125 epi:nan +opt_step:78272 lr:0.0001248 clip_eps:0.1 entropy:1.199 +2026-01-08 14:05:40 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1013.90 total_reward_ma:1008.27 loss:-0.007509 fps:1651 +frame:5.02e+06 wall_t:3041 t:313750 epi:nan +opt_step:78432 lr:0.0001245 clip_eps:0.1 entropy:1.067 +2026-01-08 14:05:46 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1016.60 total_reward_ma:1008.36 loss:-0.009113 fps:1651 +frame:5.03e+06 wall_t:3047 t:314375 epi:nan +opt_step:78592 lr:0.0001243 clip_eps:0.1 entropy:1.003 +2026-01-08 14:05:52 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1018.70 total_reward_ma:1008.60 loss:-0.01516 fps:1651 +frame:5.04e+06 wall_t:3052 t:315000 epi:nan +opt_step:78720 lr:0.000124 clip_eps:0.1 entropy:1.026 +2026-01-08 14:05:57 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1020.60 total_reward_ma:1008.86 loss:-0.01076 fps:1651 +frame:5.05e+06 wall_t:3058 t:315625 epi:nan +opt_step:78880 lr:0.0001238 clip_eps:0.1 entropy:1.214 +2026-01-08 14:06:03 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1022.10 total_reward_ma:1009.20 loss:-0.004717 fps:1651 +frame:5.06e+06 wall_t:3064 t:316250 epi:nan +opt_step:79040 lr:0.0001235 clip_eps:0.1 entropy:1.082 +2026-01-08 14:06:09 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1021.60 total_reward_ma:1009.66 loss:-0.008297 fps:1651 +frame:5.07e+06 wall_t:3070 t:316875 epi:nan +opt_step:79200 lr:0.0001233 clip_eps:0.1 entropy:1.111 +2026-01-08 14:06:15 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1019.00 total_reward_ma:1010.08 loss:-0.01238 fps:1652 +frame:5.08e+06 wall_t:3075 t:317500 epi:nan +opt_step:79360 lr:0.000123 clip_eps:0.1 entropy:1.08 +2026-01-08 14:06:21 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1015.30 total_reward_ma:1010.48 loss:-0.003873 fps:1652 +frame:5.09e+06 wall_t:3081 t:318125 epi:nan +opt_step:79520 lr:0.0001228 clip_eps:0.1 entropy:0.9759 +2026-01-08 14:06:26 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1016.20 total_reward_ma:1010.93 loss:-0.007919 fps:1652 +frame:5.10e+06 wall_t:3087 t:318750 epi:nan +opt_step:79680 lr:0.0001225 clip_eps:0.1 entropy:1.163 +2026-01-08 14:06:32 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1016.40 total_reward_ma:1011.38 loss:-0.005474 fps:1652 +frame:5.11e+06 wall_t:3093 t:319375 epi:nan +opt_step:79840 lr:0.0001223 clip_eps:0.1 entropy:1.184 +2026-01-08 14:06:38 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1014.10 total_reward_ma:1011.82 loss:-0.007098 fps:1653 +frame:5.12e+06 wall_t:3098 t:320000 epi:nan +opt_step:80000 lr:0.000122 clip_eps:0.1 entropy:1.064 +2026-01-08 14:06:43 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1011.30 total_reward_ma:1012.23 loss:-0.01372 fps:1653 +frame:5.13e+06 wall_t:3104 t:320625 epi:nan +opt_step:80128 lr:0.0001218 clip_eps:0.1 entropy:1.016 +2026-01-08 14:06:49 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1009.50 total_reward_ma:1012.64 loss:-0.005264 fps:1653 +frame:5.14e+06 wall_t:3110 t:321250 epi:nan +opt_step:80288 lr:0.0001215 clip_eps:0.1 entropy:1.191 +2026-01-08 14:06:55 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1008.30 total_reward_ma:1013.05 loss:-0.01509 fps:1653 +frame:5.15e+06 wall_t:3116 t:321875 epi:nan +opt_step:80448 lr:0.0001213 clip_eps:0.1 entropy:1.05 +2026-01-08 14:07:01 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1002.60 total_reward_ma:1013.43 loss:-0.01144 fps:1653 +frame:5.16e+06 wall_t:3122 t:322500 epi:nan +opt_step:80608 lr:0.000121 clip_eps:0.1 entropy:1.127 +2026-01-08 14:07:07 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:999.20 total_reward_ma:1013.79 loss:-0.00812 fps:1653 +frame:5.17e+06 wall_t:3128 t:323125 epi:nan +opt_step:80768 lr:0.0001208 clip_eps:0.1 entropy:1.105 +2026-01-08 14:07:13 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1002.60 total_reward_ma:1014.15 loss:-0.009341 fps:1653 +frame:5.18e+06 wall_t:3133 t:323750 epi:nan +opt_step:80928 lr:0.0001205 clip_eps:0.1 entropy:1.072 +2026-01-08 14:07:19 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1002.10 total_reward_ma:1014.49 loss:-0.01348 fps:1653 +frame:5.19e+06 wall_t:3139 t:324375 epi:nan +opt_step:81088 lr:0.0001203 clip_eps:0.1 entropy:1.166 +2026-01-08 14:07:24 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1006.90 total_reward_ma:1014.86 loss:-0.008817 fps:1653 +frame:5.20e+06 wall_t:3145 t:325000 epi:nan +opt_step:81248 lr:0.00012 clip_eps:0.1 entropy:1.088 +2026-01-08 14:07:30 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1004.30 total_reward_ma:1015.19 loss:-0.01186 fps:1654 +frame:5.21e+06 wall_t:3150 t:325625 epi:nan +opt_step:81376 lr:0.0001198 clip_eps:0.1 entropy:1.121 +2026-01-08 14:07:36 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1000.20 total_reward_ma:1015.43 loss:-0.007877 fps:1654 +frame:5.22e+06 wall_t:3156 t:326250 epi:nan +opt_step:81536 lr:0.0001195 clip_eps:0.1 entropy:1.077 +2026-01-08 14:07:41 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1003.30 total_reward_ma:1015.68 loss:-0.01103 fps:1654 +frame:5.23e+06 wall_t:3162 t:326875 epi:nan +opt_step:81696 lr:0.0001193 clip_eps:0.1 entropy:1.143 +2026-01-08 14:07:47 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1004.90 total_reward_ma:1015.91 loss:-0.01249 fps:1654 +frame:5.24e+06 wall_t:3168 t:327500 epi:nan +opt_step:81856 lr:0.000119 clip_eps:0.1 entropy:1.115 +2026-01-08 14:07:53 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1002.40 total_reward_ma:1016.05 loss:-0.01177 fps:1654 +frame:5.25e+06 wall_t:3174 t:328125 epi:nan +opt_step:82016 lr:0.0001188 clip_eps:0.1 entropy:1.08 +2026-01-08 14:07:59 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1007.60 total_reward_ma:1016.16 loss:-0.005911 fps:1655 +frame:5.26e+06 wall_t:3179 t:328750 epi:nan +opt_step:82176 lr:0.0001185 clip_eps:0.1 entropy:1.097 +2026-01-08 14:08:05 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1004.50 total_reward_ma:1016.23 loss:-0.008967 fps:1655 +frame:5.27e+06 wall_t:3185 t:329375 epi:nan +opt_step:82336 lr:0.0001183 clip_eps:0.1 entropy:1.117 +2026-01-08 14:08:10 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1007.10 total_reward_ma:1016.32 loss:-0.01381 fps:1655 +frame:5.28e+06 wall_t:3191 t:330000 epi:nan +opt_step:82496 lr:0.000118 clip_eps:0.1 entropy:1.038 +2026-01-08 14:08:16 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1007.50 total_reward_ma:1016.36 loss:-0.00622 fps:1655 +frame:5.29e+06 wall_t:3197 t:330625 epi:nan +opt_step:82656 lr:0.0001178 clip_eps:0.1 entropy:1.041 +2026-01-08 14:08:21 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1006.00 total_reward_ma:1016.44 loss:-0.00559 fps:1655 +frame:5.30e+06 wall_t:3202 t:331250 epi:nan +opt_step:82784 lr:0.0001175 clip_eps:0.1 entropy:1.075 +2026-01-08 14:08:27 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1011.40 total_reward_ma:1016.54 loss:-0.01038 fps:1655 +frame:5.31e+06 wall_t:3208 t:331875 epi:nan +opt_step:82944 lr:0.0001173 clip_eps:0.1 entropy:1.037 +2026-01-08 14:08:33 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1015.30 total_reward_ma:1016.65 loss:-0.005473 fps:1655 +frame:5.32e+06 wall_t:3214 t:332500 epi:nan +opt_step:83104 lr:0.000117 clip_eps:0.1 entropy:1.113 +2026-01-08 14:08:39 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1018.90 total_reward_ma:1016.76 loss:-0.01033 fps:1656 +frame:5.33e+06 wall_t:3219 t:333125 epi:nan +opt_step:83264 lr:0.0001168 clip_eps:0.1 entropy:1.085 +2026-01-08 14:08:45 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1019.50 total_reward_ma:1016.84 loss:-0.01227 fps:1656 +frame:5.34e+06 wall_t:3225 t:333750 epi:nan +opt_step:83424 lr:0.0001165 clip_eps:0.1 entropy:1.083 +2026-01-08 14:08:51 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1021.50 total_reward_ma:1016.92 loss:-0.006116 fps:1656 +frame:5.35e+06 wall_t:3231 t:334375 epi:nan +opt_step:83584 lr:0.0001163 clip_eps:0.1 entropy:1.202 +2026-01-08 14:08:57 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1027.90 total_reward_ma:1017.03 loss:-0.007798 fps:1656 +frame:5.36e+06 wall_t:3237 t:335000 epi:nan +opt_step:83744 lr:0.000116 clip_eps:0.1 entropy:1.142 +2026-01-08 14:09:02 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1026.50 total_reward_ma:1017.10 loss:-0.01706 fps:1656 +frame:5.37e+06 wall_t:3243 t:335625 epi:nan +opt_step:83904 lr:0.0001158 clip_eps:0.1 entropy:1.08 +2026-01-08 14:09:08 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1026.40 total_reward_ma:1017.16 loss:-0.007057 fps:1656 +frame:5.38e+06 wall_t:3248 t:336250 epi:nan +opt_step:84032 lr:0.0001155 clip_eps:0.1 entropy:1.243 +2026-01-08 14:09:14 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1034.30 total_reward_ma:1017.33 loss:-0.006597 fps:1656 +frame:5.39e+06 wall_t:3254 t:336875 epi:nan +opt_step:84192 lr:0.0001153 clip_eps:0.1 entropy:1.076 +2026-01-08 14:09:19 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1034.50 total_reward_ma:1017.47 loss:-0.004952 fps:1656 +frame:5.40e+06 wall_t:3260 t:337500 epi:nan +opt_step:84352 lr:0.000115 clip_eps:0.1 entropy:1.029 +2026-01-08 14:09:25 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1034.10 total_reward_ma:1017.62 loss:-0.008544 fps:1656 +frame:5.41e+06 wall_t:3266 t:338125 epi:nan +opt_step:84512 lr:0.0001148 clip_eps:0.1 entropy:1.12 +2026-01-08 14:09:31 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1032.20 total_reward_ma:1017.76 loss:-0.006155 fps:1657 +frame:5.42e+06 wall_t:3271 t:338750 epi:nan +opt_step:84672 lr:0.0001145 clip_eps:0.1 entropy:1.161 +2026-01-08 14:09:37 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1031.00 total_reward_ma:1017.86 loss:-0.00959 fps:1657 +frame:5.43e+06 wall_t:3277 t:339375 epi:nan +opt_step:84832 lr:0.0001143 clip_eps:0.1 entropy:1.02 +2026-01-08 14:09:43 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1033.80 total_reward_ma:1017.96 loss:-0.003801 fps:1657 +frame:5.44e+06 wall_t:3283 t:340000 epi:nan +opt_step:84992 lr:0.000114 clip_eps:0.1 entropy:1.055 +2026-01-08 14:09:48 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1031.80 total_reward_ma:1018.05 loss:-0.008058 fps:1657 +frame:5.45e+06 wall_t:3289 t:340625 epi:nan +opt_step:85152 lr:0.0001138 clip_eps:0.1 entropy:1.184 +2026-01-08 14:09:54 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1034.40 total_reward_ma:1018.16 loss:-0.0136 fps:1658 +frame:5.46e+06 wall_t:3294 t:341250 epi:nan +opt_step:85312 lr:0.0001135 clip_eps:0.1 entropy:1.051 +2026-01-08 14:09:59 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1034.00 total_reward_ma:1018.26 loss:-0.009723 fps:1658 +frame:5.47e+06 wall_t:3299 t:341875 epi:nan +opt_step:85440 lr:0.0001133 clip_eps:0.1 entropy:1.107 +2026-01-08 14:10:04 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1030.50 total_reward_ma:1018.31 loss:-0.006662 fps:1658 +frame:5.48e+06 wall_t:3305 t:342500 epi:nan +opt_step:85600 lr:0.000113 clip_eps:0.1 entropy:1.018 +2026-01-08 14:10:10 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1030.60 total_reward_ma:1018.33 loss:-0.01004 fps:1658 +frame:5.49e+06 wall_t:3311 t:343125 epi:nan +opt_step:85760 lr:0.0001128 clip_eps:0.1 entropy:1.116 +2026-01-08 14:10:16 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1028.70 total_reward_ma:1018.29 loss:-0.004571 fps:1659 +frame:5.50e+06 wall_t:3316 t:343750 epi:nan +opt_step:85920 lr:0.0001125 clip_eps:0.1 entropy:1.251 +2026-01-08 14:10:22 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1021.40 total_reward_ma:1018.19 loss:-0.004225 fps:1659 +frame:5.51e+06 wall_t:3322 t:344375 epi:nan +opt_step:86080 lr:0.0001123 clip_eps:0.1 entropy:1.116 +2026-01-08 14:10:28 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1017.10 total_reward_ma:1018.06 loss:-0.01011 fps:1659 +frame:5.52e+06 wall_t:3328 t:345000 epi:nan +opt_step:86240 lr:0.000112 clip_eps:0.1 entropy:0.9898 +2026-01-08 14:10:33 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1017.70 total_reward_ma:1017.93 loss:-0.01238 fps:1659 +frame:5.53e+06 wall_t:3334 t:345625 epi:nan +opt_step:86400 lr:0.0001118 clip_eps:0.1 entropy:1.014 +2026-01-08 14:10:39 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1020.60 total_reward_ma:1017.86 loss:-0.01453 fps:1659 +frame:5.54e+06 wall_t:3340 t:346250 epi:nan +opt_step:86560 lr:0.0001115 clip_eps:0.1 entropy:1.284 +2026-01-08 14:10:45 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1016.30 total_reward_ma:1017.74 loss:-0.004525 fps:1659 +frame:5.55e+06 wall_t:3345 t:346875 epi:nan +opt_step:86688 lr:0.0001113 clip_eps:0.1 entropy:1.096 +2026-01-08 14:10:50 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1017.50 total_reward_ma:1017.63 loss:-0.009929 fps:1659 +frame:5.56e+06 wall_t:3351 t:347500 epi:nan +opt_step:86848 lr:0.000111 clip_eps:0.1 entropy:1.064 +2026-01-08 14:10:56 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1018.60 total_reward_ma:1017.54 loss:-0.01086 fps:1659 +frame:5.57e+06 wall_t:3357 t:348125 epi:nan +opt_step:87008 lr:0.0001108 clip_eps:0.1 entropy:1.305 +2026-01-08 14:11:02 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1010.40 total_reward_ma:1017.38 loss:-0.009925 fps:1659 +frame:5.58e+06 wall_t:3363 t:348750 epi:nan +opt_step:87168 lr:0.0001105 clip_eps:0.1 entropy:0.9768 +2026-01-08 14:11:08 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1008.90 total_reward_ma:1017.18 loss:-0.01064 fps:1660 +frame:5.59e+06 wall_t:3368 t:349375 epi:nan +opt_step:87328 lr:0.0001103 clip_eps:0.1 entropy:1.054 +2026-01-08 14:11:13 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1006.50 total_reward_ma:1016.95 loss:-0.009486 fps:1660 +frame:5.60e+06 wall_t:3374 t:350000 epi:nan +opt_step:87488 lr:0.00011 clip_eps:0.1 entropy:1.14 +2026-01-08 14:11:19 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1009.60 total_reward_ma:1016.80 loss:-0.007269 fps:1660 +frame:5.61e+06 wall_t:3380 t:350625 epi:nan +opt_step:87648 lr:0.0001098 clip_eps:0.1 entropy:1.005 +2026-01-08 14:11:25 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1009.00 total_reward_ma:1016.66 loss:-0.009417 fps:1660 +frame:5.62e+06 wall_t:3385 t:351250 epi:nan +opt_step:87808 lr:0.0001095 clip_eps:0.1 entropy:1.099 +2026-01-08 14:11:30 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1002.30 total_reward_ma:1016.49 loss:1.182e-05 fps:1660 +frame:5.63e+06 wall_t:3391 t:351875 epi:nan +opt_step:87968 lr:0.0001093 clip_eps:0.1 entropy:1.174 +2026-01-08 14:11:36 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:999.60 total_reward_ma:1016.31 loss:-0.01173 fps:1661 +frame:5.64e+06 wall_t:3396 t:352500 epi:nan +opt_step:88096 lr:0.000109 clip_eps:0.1 entropy:1.044 +2026-01-08 14:11:42 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:999.30 total_reward_ma:1016.15 loss:-0.007294 fps:1661 +frame:5.65e+06 wall_t:3402 t:353125 epi:nan +opt_step:88256 lr:0.0001088 clip_eps:0.1 entropy:1.094 +2026-01-08 14:11:47 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:998.90 total_reward_ma:1015.99 loss:-0.01258 fps:1661 +frame:5.66e+06 wall_t:3408 t:353750 epi:nan +opt_step:88416 lr:0.0001085 clip_eps:0.1 entropy:1.235 +2026-01-08 14:11:53 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1003.00 total_reward_ma:1015.89 loss:-0.006561 fps:1661 +frame:5.67e+06 wall_t:3414 t:354375 epi:nan +opt_step:88576 lr:0.0001083 clip_eps:0.1 entropy:1.107 +2026-01-08 14:11:59 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1000.60 total_reward_ma:1015.79 loss:-0.005314 fps:1661 +frame:5.68e+06 wall_t:3420 t:355000 epi:nan +opt_step:88736 lr:0.000108 clip_eps:0.1 entropy:1.159 +2026-01-08 14:12:05 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:998.10 total_reward_ma:1015.65 loss:-0.0002621 fps:1661 +frame:5.69e+06 wall_t:3425 t:355625 epi:nan +opt_step:88896 lr:0.0001078 clip_eps:0.1 entropy:1.14 +2026-01-08 14:12:11 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1000.30 total_reward_ma:1015.48 loss:-0.01072 fps:1661 +frame:5.70e+06 wall_t:3431 t:356250 epi:nan +opt_step:89056 lr:0.0001075 clip_eps:0.1 entropy:1.099 +2026-01-08 14:12:16 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:999.90 total_reward_ma:1015.27 loss:-0.006349 fps:1661 +frame:5.71e+06 wall_t:3437 t:356875 epi:nan +opt_step:89216 lr:0.0001073 clip_eps:0.1 entropy:1.173 +2026-01-08 14:12:21 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1004.90 total_reward_ma:1015.13 loss:-0.00687 fps:1662 +frame:5.72e+06 wall_t:3442 t:357500 epi:nan +opt_step:89344 lr:0.000107 clip_eps:0.1 entropy:1.188 +2026-01-08 14:12:27 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:998.40 total_reward_ma:1014.93 loss:-0.01119 fps:1662 +frame:5.73e+06 wall_t:3448 t:358125 epi:nan +opt_step:89504 lr:0.0001068 clip_eps:0.1 entropy:1.138 +2026-01-08 14:12:33 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:997.90 total_reward_ma:1014.74 loss:-0.01042 fps:1662 +frame:5.74e+06 wall_t:3453 t:358750 epi:nan +opt_step:89664 lr:0.0001065 clip_eps:0.1 entropy:1.164 +2026-01-08 14:12:39 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:991.50 total_reward_ma:1014.48 loss:-0.005152 fps:1662 +frame:5.75e+06 wall_t:3459 t:359375 epi:nan +opt_step:89824 lr:0.0001063 clip_eps:0.1 entropy:1.256 +2026-01-08 14:12:44 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:987.70 total_reward_ma:1014.19 loss:-0.002747 fps:1662 +frame:5.76e+06 wall_t:3465 t:360000 epi:nan +opt_step:89984 lr:0.000106 clip_eps:0.1 entropy:1.07 +2026-01-08 14:12:50 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:989.40 total_reward_ma:1013.90 loss:-0.008645 fps:1663 +frame:5.77e+06 wall_t:3470 t:360625 epi:nan +opt_step:90144 lr:0.0001058 clip_eps:0.1 entropy:1.117 +2026-01-08 14:12:55 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:990.30 total_reward_ma:1013.61 loss:-0.005871 fps:1663 +frame:5.78e+06 wall_t:3476 t:361250 epi:nan +opt_step:90304 lr:0.0001055 clip_eps:0.1 entropy:1.102 +2026-01-08 14:13:01 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:993.50 total_reward_ma:1013.36 loss:-0.01147 fps:1663 +frame:5.79e+06 wall_t:3482 t:361875 epi:nan +opt_step:90464 lr:0.0001053 clip_eps:0.1 entropy:1.042 +2026-01-08 14:13:07 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:993.70 total_reward_ma:1013.08 loss:-0.007797 fps:1663 +frame:5.80e+06 wall_t:3487 t:362500 epi:nan +opt_step:90624 lr:0.000105 clip_eps:0.1 entropy:0.9791 +2026-01-08 14:13:12 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:990.30 total_reward_ma:1012.79 loss:-0.002362 fps:1663 +frame:5.81e+06 wall_t:3493 t:363125 epi:nan +opt_step:90752 lr:0.0001048 clip_eps:0.1 entropy:1.14 +2026-01-08 14:13:19 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:997.10 total_reward_ma:1012.59 loss:-0.009834 fps:1663 +frame:5.82e+06 wall_t:3499 t:363750 epi:nan +opt_step:90912 lr:0.0001045 clip_eps:0.1 entropy:1.048 +2026-01-08 14:13:24 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:999.70 total_reward_ma:1012.37 loss:-0.008177 fps:1663 +frame:5.83e+06 wall_t:3505 t:364375 epi:nan +opt_step:91072 lr:0.0001043 clip_eps:0.1 entropy:1.153 +2026-01-08 14:13:30 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:997.00 total_reward_ma:1012.13 loss:-0.009367 fps:1663 +frame:5.84e+06 wall_t:3511 t:365000 epi:nan +opt_step:91232 lr:0.000104 clip_eps:0.1 entropy:1.18 +2026-01-08 14:13:37 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:995.50 total_reward_ma:1011.92 loss:0.0002859 fps:1663 +frame:5.85e+06 wall_t:3517 t:365625 epi:nan +opt_step:91392 lr:0.0001038 clip_eps:0.1 entropy:1.143 +2026-01-08 14:13:43 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:993.90 total_reward_ma:1011.68 loss:-0.01366 fps:1663 +frame:5.86e+06 wall_t:3523 t:366250 epi:nan +opt_step:91552 lr:0.0001035 clip_eps:0.1 entropy:1.129 +2026-01-08 14:13:48 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:985.60 total_reward_ma:1011.34 loss:-0.004852 fps:1663 +frame:5.87e+06 wall_t:3529 t:366875 epi:nan +opt_step:91712 lr:0.0001033 clip_eps:0.1 entropy:1.328 +2026-01-08 14:13:54 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:989.10 total_reward_ma:1011.03 loss:-0.004244 fps:1663 +frame:5.88e+06 wall_t:3535 t:367500 epi:nan +opt_step:91872 lr:0.000103 clip_eps:0.1 entropy:1.04 +2026-01-08 14:13:59 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:987.00 total_reward_ma:1010.70 loss:-0.009655 fps:1664 +frame:5.89e+06 wall_t:3540 t:368125 epi:nan +opt_step:92000 lr:0.0001028 clip_eps:0.1 entropy:1.161 +2026-01-08 14:14:05 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:984.50 total_reward_ma:1010.39 loss:-0.009081 fps:1664 +frame:5.90e+06 wall_t:3546 t:368750 epi:nan +opt_step:92160 lr:0.0001025 clip_eps:0.1 entropy:1.159 +2026-01-08 14:14:11 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:979.70 total_reward_ma:1010.02 loss:-0.01192 fps:1664 +frame:5.91e+06 wall_t:3552 t:369375 epi:nan +opt_step:92320 lr:0.0001023 clip_eps:0.1 entropy:1.109 +2026-01-08 14:14:17 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:980.40 total_reward_ma:1009.66 loss:-0.01445 fps:1664 +frame:5.92e+06 wall_t:3557 t:370000 epi:nan +opt_step:92480 lr:0.000102 clip_eps:0.1 entropy:1.268 +2026-01-08 14:14:22 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:981.90 total_reward_ma:1009.32 loss:-0.01483 fps:1664 +frame:5.93e+06 wall_t:3563 t:370625 epi:nan +opt_step:92640 lr:0.0001018 clip_eps:0.1 entropy:1.164 +2026-01-08 14:14:28 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:983.50 total_reward_ma:1009.00 loss:-0.01157 fps:1665 +frame:5.94e+06 wall_t:3568 t:371250 epi:nan +opt_step:92800 lr:0.0001015 clip_eps:0.1 entropy:1.1 +2026-01-08 14:14:34 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:984.30 total_reward_ma:1008.72 loss:-0.009864 fps:1665 +frame:5.95e+06 wall_t:3574 t:371875 epi:nan +opt_step:92960 lr:0.0001013 clip_eps:0.1 entropy:1.158 +2026-01-08 14:14:39 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:984.40 total_reward_ma:1008.42 loss:-0.002704 fps:1665 +frame:5.96e+06 wall_t:3580 t:372500 epi:nan +opt_step:93120 lr:0.000101 clip_eps:0.1 entropy:1.164 +2026-01-08 14:14:45 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:982.90 total_reward_ma:1008.12 loss:-0.01519 fps:1665 +frame:5.97e+06 wall_t:3585 t:373125 epi:nan +opt_step:93280 lr:0.0001008 clip_eps:0.1 entropy:1.119 +2026-01-08 14:14:50 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:982.60 total_reward_ma:1007.80 loss:-0.004501 fps:1665 +frame:5.98e+06 wall_t:3591 t:373750 epi:nan +opt_step:93408 lr:0.0001005 clip_eps:0.1 entropy:1.256 +2026-01-08 14:14:56 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:978.20 total_reward_ma:1007.45 loss:-0.01189 fps:1666 +frame:5.99e+06 wall_t:3596 t:374375 epi:nan +opt_step:93568 lr:0.0001003 clip_eps:0.1 entropy:1.24 +2026-01-08 14:15:02 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:982.10 total_reward_ma:1007.16 loss:-0.0145 fps:1666 +frame:6.00e+06 wall_t:3602 t:375000 epi:nan +opt_step:93728 lr:0.0001 clip_eps:0.1 entropy:1.129 +2026-01-08 14:15:07 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:981.10 total_reward_ma:1006.86 loss:-0.00493 fps:1666 +frame:6.01e+06 wall_t:3608 t:375625 epi:nan +opt_step:93888 lr:9.978e-05 clip_eps:0.1 entropy:1.146 +2026-01-08 14:15:13 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:983.30 total_reward_ma:1006.55 loss:-0.01317 fps:1666 +frame:6.02e+06 wall_t:3614 t:376250 epi:nan +opt_step:94048 lr:9.952e-05 clip_eps:0.1 entropy:1.098 +2026-01-08 14:15:19 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:989.20 total_reward_ma:1006.28 loss:-0.01249 fps:1666 +frame:6.03e+06 wall_t:3619 t:376875 epi:nan +opt_step:94208 lr:9.927e-05 clip_eps:0.1 entropy:1.135 +2026-01-08 14:15:25 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:993.70 total_reward_ma:1006.03 loss:-0.01288 fps:1666 +frame:6.04e+06 wall_t:3625 t:377500 epi:nan +opt_step:94368 lr:9.901e-05 clip_eps:0.1 entropy:1.064 +2026-01-08 14:15:30 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:993.80 total_reward_ma:1005.76 loss:-0.01278 fps:1666 +frame:6.05e+06 wall_t:3631 t:378125 epi:nan +opt_step:94528 lr:9.876e-05 clip_eps:0.1 entropy:1.197 +2026-01-08 14:15:36 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:997.20 total_reward_ma:1005.51 loss:-0.003539 fps:1666 +frame:6.06e+06 wall_t:3637 t:378750 epi:nan +opt_step:94656 lr:9.855e-05 clip_eps:0.1 entropy:1.146 +2026-01-08 14:15:42 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1010.00 total_reward_ma:1005.40 loss:-0.005626 fps:1667 +frame:6.07e+06 wall_t:3642 t:379375 epi:nan +opt_step:94816 lr:9.829e-05 clip_eps:0.1 entropy:1.158 +2026-01-08 14:15:48 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1013.10 total_reward_ma:1005.34 loss:-0.007168 fps:1667 +frame:6.08e+06 wall_t:3648 t:380000 epi:nan +opt_step:94976 lr:9.804e-05 clip_eps:0.1 entropy:1.145 +2026-01-08 14:15:54 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1015.80 total_reward_ma:1005.34 loss:-0.004686 fps:1667 +frame:6.09e+06 wall_t:3654 t:380625 epi:nan +opt_step:95136 lr:9.778e-05 clip_eps:0.1 entropy:1.171 +2026-01-08 14:15:59 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1022.90 total_reward_ma:1005.41 loss:-0.0106 fps:1667 +frame:6.10e+06 wall_t:3660 t:381250 epi:nan +opt_step:95296 lr:9.753e-05 clip_eps:0.1 entropy:1.041 +2026-01-08 14:16:05 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1025.70 total_reward_ma:1005.50 loss:-0.01187 fps:1667 +frame:6.11e+06 wall_t:3665 t:381875 epi:nan +opt_step:95456 lr:9.727e-05 clip_eps:0.1 entropy:1.205 +2026-01-08 14:16:11 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1029.00 total_reward_ma:1005.65 loss:-0.009934 fps:1667 +frame:6.12e+06 wall_t:3671 t:382500 epi:nan +opt_step:95616 lr:9.701e-05 clip_eps:0.1 entropy:1.15 +2026-01-08 14:16:17 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1032.50 total_reward_ma:1005.86 loss:-0.006807 fps:1667 +frame:6.13e+06 wall_t:3677 t:383125 epi:nan +opt_step:95776 lr:9.676e-05 clip_eps:0.1 entropy:1.072 +2026-01-08 14:16:22 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1032.90 total_reward_ma:1006.10 loss:-0.007841 fps:1667 +frame:6.14e+06 wall_t:3683 t:383750 epi:nan +opt_step:95936 lr:9.65e-05 clip_eps:0.1 entropy:1.132 +2026-01-08 14:16:27 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1034.60 total_reward_ma:1006.36 loss:-0.005184 fps:1668 +frame:6.15e+06 wall_t:3688 t:384375 epi:nan +opt_step:96064 lr:9.63e-05 clip_eps:0.1 entropy:1.17 +2026-01-08 14:16:33 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1033.60 total_reward_ma:1006.67 loss:-0.01262 fps:1668 +frame:6.16e+06 wall_t:3694 t:385000 epi:nan +opt_step:96224 lr:9.604e-05 clip_eps:0.1 entropy:1.088 +2026-01-08 14:16:39 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1031.10 total_reward_ma:1006.99 loss:-0.002983 fps:1668 +frame:6.17e+06 wall_t:3699 t:385625 epi:nan +opt_step:96384 lr:9.579e-05 clip_eps:0.1 entropy:1.262 +2026-01-08 14:16:45 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1032.90 total_reward_ma:1007.29 loss:0.0003732 fps:1668 +frame:6.18e+06 wall_t:3705 t:386250 epi:nan +opt_step:96544 lr:9.553e-05 clip_eps:0.1 entropy:1.215 +2026-01-08 14:16:51 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1030.20 total_reward_ma:1007.57 loss:-0.01427 fps:1668 +frame:6.19e+06 wall_t:3711 t:386875 epi:nan +opt_step:96704 lr:9.527e-05 clip_eps:0.1 entropy:1.043 +2026-01-08 14:16:56 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1031.60 total_reward_ma:1007.82 loss:-0.01047 fps:1668 +frame:6.20e+06 wall_t:3717 t:387500 epi:nan +opt_step:96864 lr:9.502e-05 clip_eps:0.1 entropy:1.324 +2026-01-08 14:17:02 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1029.70 total_reward_ma:1008.07 loss:-0.003717 fps:1668 +frame:6.21e+06 wall_t:3723 t:388125 epi:nan +opt_step:97024 lr:9.476e-05 clip_eps:0.1 entropy:1.28 +2026-01-08 14:17:08 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1027.00 total_reward_ma:1008.34 loss:-0.01282 fps:1668 +frame:6.22e+06 wall_t:3729 t:388750 epi:nan +opt_step:97184 lr:9.451e-05 clip_eps:0.1 entropy:1.161 +2026-01-08 14:17:13 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1024.40 total_reward_ma:1008.55 loss:-0.01313 fps:1668 +frame:6.23e+06 wall_t:3734 t:389375 epi:nan +opt_step:97312 lr:9.43e-05 clip_eps:0.1 entropy:1.21 +2026-01-08 14:17:19 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1025.90 total_reward_ma:1008.76 loss:-0.01123 fps:1668 +frame:6.24e+06 wall_t:3740 t:390000 epi:nan +opt_step:97472 lr:9.404e-05 clip_eps:0.1 entropy:1.164 +2026-01-08 14:17:24 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1024.70 total_reward_ma:1008.98 loss:-0.01165 fps:1669 +frame:6.25e+06 wall_t:3745 t:390625 epi:nan +opt_step:97632 lr:9.379e-05 clip_eps:0.1 entropy:1.193 +2026-01-08 14:17:30 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1025.80 total_reward_ma:1009.17 loss:-0.01428 fps:1669 +frame:6.26e+06 wall_t:3751 t:391250 epi:nan +opt_step:97792 lr:9.353e-05 clip_eps:0.1 entropy:1.13 +2026-01-08 14:17:36 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1017.90 total_reward_ma:1009.30 loss:-0.01095 fps:1669 +frame:6.27e+06 wall_t:3756 t:391875 epi:nan +opt_step:97952 lr:9.328e-05 clip_eps:0.1 entropy:1.123 +2026-01-08 14:17:42 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1015.30 total_reward_ma:1009.38 loss:-0.007748 fps:1669 +frame:6.28e+06 wall_t:3762 t:392500 epi:nan +opt_step:98112 lr:9.302e-05 clip_eps:0.1 entropy:1.071 +2026-01-08 14:17:47 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1017.30 total_reward_ma:1009.48 loss:-0.009541 fps:1669 +frame:6.29e+06 wall_t:3768 t:393125 epi:nan +opt_step:98272 lr:9.276e-05 clip_eps:0.1 entropy:1.178 +2026-01-08 14:17:52 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1009.50 total_reward_ma:1009.52 loss:-0.01097 fps:1670 +frame:6.30e+06 wall_t:3773 t:393750 epi:nan +opt_step:98432 lr:9.251e-05 clip_eps:0.1 entropy:1.079 +2026-01-08 14:17:58 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1007.80 total_reward_ma:1009.48 loss:-0.01393 fps:1670 +frame:6.31e+06 wall_t:3779 t:394375 epi:nan +opt_step:98592 lr:9.225e-05 clip_eps:0.1 entropy:1.09 +2026-01-08 14:18:03 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1009.60 total_reward_ma:1009.42 loss:-0.004475 fps:1670 +frame:6.32e+06 wall_t:3784 t:395000 epi:nan +opt_step:98720 lr:9.205e-05 clip_eps:0.1 entropy:1.24 +2026-01-08 14:18:09 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1005.90 total_reward_ma:1009.29 loss:-0.0122 fps:1670 +frame:6.33e+06 wall_t:3790 t:395625 epi:nan +opt_step:98880 lr:9.179e-05 clip_eps:0.1 entropy:1.223 +2026-01-08 14:18:15 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1006.20 total_reward_ma:1009.16 loss:-0.01171 fps:1670 +frame:6.34e+06 wall_t:3796 t:396250 epi:nan +opt_step:99040 lr:9.154e-05 clip_eps:0.1 entropy:1.106 +2026-01-08 14:18:21 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1012.40 total_reward_ma:1009.07 loss:-0.01237 fps:1670 +frame:6.35e+06 wall_t:3802 t:396875 epi:nan +opt_step:99200 lr:9.128e-05 clip_eps:0.1 entropy:1.087 +2026-01-08 14:18:27 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1014.70 total_reward_ma:1008.94 loss:-0.00279 fps:1671 +frame:6.36e+06 wall_t:3807 t:397500 epi:nan +opt_step:99360 lr:9.102e-05 clip_eps:0.1 entropy:1.317 +2026-01-08 14:18:33 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1014.30 total_reward_ma:1008.82 loss:-0.01367 fps:1670 +frame:6.37e+06 wall_t:3814 t:398125 epi:nan +opt_step:99520 lr:9.077e-05 clip_eps:0.1 entropy:1.233 +2026-01-08 14:18:39 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1015.60 total_reward_ma:1008.71 loss:-0.01491 fps:1670 +frame:6.38e+06 wall_t:3820 t:398750 epi:nan +opt_step:99680 lr:9.051e-05 clip_eps:0.1 entropy:1.12 +2026-01-08 14:18:45 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1017.00 total_reward_ma:1008.53 loss:-0.003256 fps:1670 +frame:6.39e+06 wall_t:3826 t:399375 epi:nan +opt_step:99840 lr:9.026e-05 clip_eps:0.1 entropy:1.224 +2026-01-08 14:18:51 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1020.50 total_reward_ma:1008.39 loss:-0.006599 fps:1670 +frame:6.40e+06 wall_t:3832 t:400000 epi:nan +opt_step:100000 lr:9e-05 clip_eps:0.1 entropy:1.172 +2026-01-08 14:18:56 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1017.20 total_reward_ma:1008.23 loss:-0.01295 fps:1671 +frame:6.41e+06 wall_t:3837 t:400625 epi:nan +opt_step:100128 lr:8.98e-05 clip_eps:0.1 entropy:1.071 +2026-01-08 14:19:02 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1015.80 total_reward_ma:1008.06 loss:-0.003494 fps:1671 +frame:6.42e+06 wall_t:3843 t:401250 epi:nan +opt_step:100288 lr:8.954e-05 clip_eps:0.1 entropy:1.288 +2026-01-08 14:19:08 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1016.30 total_reward_ma:1007.91 loss:-0.009309 fps:1671 +frame:6.43e+06 wall_t:3849 t:401875 epi:nan +opt_step:100448 lr:8.928e-05 clip_eps:0.1 entropy:1.187 +2026-01-08 14:19:14 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1015.00 total_reward_ma:1007.73 loss:-0.01358 fps:1671 +frame:6.44e+06 wall_t:3854 t:402500 epi:nan +opt_step:100608 lr:8.903e-05 clip_eps:0.1 entropy:1.1 +2026-01-08 14:19:19 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1011.40 total_reward_ma:1007.52 loss:-0.001129 fps:1671 +frame:6.45e+06 wall_t:3860 t:403125 epi:nan +opt_step:100768 lr:8.877e-05 clip_eps:0.1 entropy:1.228 +2026-01-08 14:19:25 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1013.20 total_reward_ma:1007.31 loss:-0.005547 fps:1671 +frame:6.46e+06 wall_t:3866 t:403750 epi:nan +opt_step:100928 lr:8.852e-05 clip_eps:0.1 entropy:1.137 +2026-01-08 14:19:31 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1016.90 total_reward_ma:1007.14 loss:-0.008432 fps:1671 +frame:6.47e+06 wall_t:3871 t:404375 epi:nan +opt_step:101088 lr:8.826e-05 clip_eps:0.1 entropy:1.057 +2026-01-08 14:19:37 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1014.20 total_reward_ma:1006.98 loss:-0.001862 fps:1671 +frame:6.48e+06 wall_t:3877 t:405000 epi:nan +opt_step:101248 lr:8.8e-05 clip_eps:0.1 entropy:1.096 +2026-01-08 14:19:42 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1018.00 total_reward_ma:1006.85 loss:-0.01498 fps:1672 +frame:6.49e+06 wall_t:3882 t:405625 epi:nan +opt_step:101376 lr:8.78e-05 clip_eps:0.1 entropy:1.068 +2026-01-08 14:19:47 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1015.00 total_reward_ma:1006.71 loss:-0.009378 fps:1672 +frame:6.50e+06 wall_t:3888 t:406250 epi:nan +opt_step:101536 lr:8.754e-05 clip_eps:0.1 entropy:1.314 +2026-01-08 14:19:53 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1014.20 total_reward_ma:1006.64 loss:-0.006973 fps:1672 +frame:6.51e+06 wall_t:3894 t:406875 epi:nan +opt_step:101696 lr:8.729e-05 clip_eps:0.1 entropy:1.245 +2026-01-08 14:19:59 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1014.90 total_reward_ma:1006.62 loss:-0.01435 fps:1672 +frame:6.52e+06 wall_t:3900 t:407500 epi:nan +opt_step:101856 lr:8.703e-05 clip_eps:0.1 entropy:1.053 +2026-01-08 14:20:05 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1013.60 total_reward_ma:1006.58 loss:-0.004194 fps:1672 +frame:6.53e+06 wall_t:3906 t:408125 epi:nan +opt_step:102016 lr:8.677e-05 clip_eps:0.1 entropy:1.244 +2026-01-08 14:20:11 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1015.40 total_reward_ma:1006.53 loss:-0.007896 fps:1672 +frame:6.54e+06 wall_t:3912 t:408750 epi:nan +opt_step:102176 lr:8.652e-05 clip_eps:0.1 entropy:1.217 +2026-01-08 14:20:17 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1018.30 total_reward_ma:1006.55 loss:-0.00404 fps:1672 +frame:6.55e+06 wall_t:3918 t:409375 epi:nan +opt_step:102336 lr:8.626e-05 clip_eps:0.1 entropy:1.151 +2026-01-08 14:20:23 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1019.40 total_reward_ma:1006.56 loss:-0.01135 fps:1672 +frame:6.56e+06 wall_t:3924 t:410000 epi:nan +opt_step:102496 lr:8.601e-05 clip_eps:0.1 entropy:1.06 +2026-01-08 14:20:29 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1014.00 total_reward_ma:1006.52 loss:0.005988 fps:1672 +frame:6.57e+06 wall_t:3929 t:410625 epi:nan +opt_step:102656 lr:8.575e-05 clip_eps:0.1 entropy:1.223 +2026-01-08 14:20:34 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1013.50 total_reward_ma:1006.55 loss:-0.0136 fps:1673 +frame:6.58e+06 wall_t:3934 t:411250 epi:nan +opt_step:102784 lr:8.555e-05 clip_eps:0.1 entropy:1.162 +2026-01-08 14:20:39 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1007.70 total_reward_ma:1006.54 loss:-0.01081 fps:1673 +frame:6.59e+06 wall_t:3940 t:411875 epi:nan +opt_step:102944 lr:8.529e-05 clip_eps:0.1 entropy:1.153 +2026-01-08 14:20:45 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1007.30 total_reward_ma:1006.55 loss:-0.006274 fps:1673 +frame:6.60e+06 wall_t:3946 t:412500 epi:nan +opt_step:103104 lr:8.503e-05 clip_eps:0.1 entropy:1.097 +2026-01-08 14:20:51 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1005.50 total_reward_ma:1006.51 loss:-0.01085 fps:1673 +frame:6.61e+06 wall_t:3952 t:413125 epi:nan +opt_step:103264 lr:8.478e-05 clip_eps:0.1 entropy:1.079 +2026-01-08 14:20:57 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1005.00 total_reward_ma:1006.47 loss:-0.009703 fps:1673 +frame:6.62e+06 wall_t:3957 t:413750 epi:nan +opt_step:103424 lr:8.452e-05 clip_eps:0.1 entropy:1.129 +2026-01-08 14:21:03 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1005.00 total_reward_ma:1006.49 loss:-0.01201 fps:1673 +frame:6.63e+06 wall_t:3963 t:414375 epi:nan +opt_step:103584 lr:8.427e-05 clip_eps:0.1 entropy:1.078 +2026-01-08 14:21:09 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1006.90 total_reward_ma:1006.57 loss:-0.01238 fps:1673 +frame:6.64e+06 wall_t:3969 t:415000 epi:nan +opt_step:103744 lr:8.401e-05 clip_eps:0.1 entropy:1.195 +2026-01-08 14:21:14 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1003.50 total_reward_ma:1006.61 loss:-0.008606 fps:1673 +frame:6.65e+06 wall_t:3975 t:415625 epi:nan +opt_step:103904 lr:8.375e-05 clip_eps:0.1 entropy:1.158 +2026-01-08 14:21:20 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1003.80 total_reward_ma:1006.66 loss:-0.01085 fps:1673 +frame:6.66e+06 wall_t:3980 t:416250 epi:nan +opt_step:104032 lr:8.355e-05 clip_eps:0.1 entropy:1.094 +2026-01-08 14:21:25 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1006.90 total_reward_ma:1006.70 loss:-0.004245 fps:1673 +frame:6.67e+06 wall_t:3986 t:416875 epi:nan +opt_step:104192 lr:8.329e-05 clip_eps:0.1 entropy:1.139 +2026-01-08 14:21:31 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1007.80 total_reward_ma:1006.77 loss:-0.008228 fps:1673 +frame:6.68e+06 wall_t:3992 t:417500 epi:nan +opt_step:104352 lr:8.304e-05 clip_eps:0.1 entropy:1.15 +2026-01-08 14:21:37 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1007.10 total_reward_ma:1006.86 loss:-0.008437 fps:1674 +frame:6.69e+06 wall_t:3997 t:418125 epi:nan +opt_step:104512 lr:8.278e-05 clip_eps:0.1 entropy:1.194 +2026-01-08 14:21:42 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1009.30 total_reward_ma:1006.95 loss:-0.009101 fps:1674 +frame:6.70e+06 wall_t:4003 t:418750 epi:nan +opt_step:104672 lr:8.252e-05 clip_eps:0.1 entropy:1.179 +2026-01-08 14:21:48 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1007.90 total_reward_ma:1007.03 loss:-0.008732 fps:1674 +frame:6.71e+06 wall_t:4009 t:419375 epi:nan +opt_step:104832 lr:8.227e-05 clip_eps:0.1 entropy:1.096 +2026-01-08 14:21:54 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1006.90 total_reward_ma:1007.05 loss:-0.006715 fps:1674 +frame:6.72e+06 wall_t:4014 t:420000 epi:nan +opt_step:104992 lr:8.201e-05 clip_eps:0.1 entropy:1.17 +2026-01-08 14:22:00 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1005.90 total_reward_ma:1007.12 loss:-0.01437 fps:1674 +frame:6.73e+06 wall_t:4020 t:420625 epi:nan +opt_step:105152 lr:8.176e-05 clip_eps:0.1 entropy:1.096 +2026-01-08 14:22:06 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1003.90 total_reward_ma:1007.18 loss:-0.004685 fps:1674 +frame:6.74e+06 wall_t:4026 t:421250 epi:nan +opt_step:105312 lr:8.15e-05 clip_eps:0.1 entropy:1.087 +2026-01-08 14:22:11 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1004.00 total_reward_ma:1007.31 loss:-0.01181 fps:1675 +frame:6.75e+06 wall_t:4031 t:421875 epi:nan +opt_step:105440 lr:8.13e-05 clip_eps:0.1 entropy:1.152 +2026-01-08 14:22:17 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1007.60 total_reward_ma:1007.51 loss:-0.003203 fps:1675 +frame:6.76e+06 wall_t:4037 t:422500 epi:nan +opt_step:105600 lr:8.104e-05 clip_eps:0.1 entropy:1.155 +2026-01-08 14:22:22 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1015.10 total_reward_ma:1007.76 loss:-0.007528 fps:1674 +frame:6.77e+06 wall_t:4043 t:423125 epi:nan +opt_step:105760 lr:8.078e-05 clip_eps:0.1 entropy:1.091 +2026-01-08 14:22:28 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1016.70 total_reward_ma:1008.03 loss:-0.008407 fps:1675 +frame:6.78e+06 wall_t:4048 t:423750 epi:nan +opt_step:105920 lr:8.053e-05 clip_eps:0.1 entropy:1.111 +2026-01-08 14:22:34 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1012.90 total_reward_ma:1008.22 loss:-0.006432 fps:1675 +frame:6.79e+06 wall_t:4054 t:424375 epi:nan +opt_step:106080 lr:8.027e-05 clip_eps:0.1 entropy:1.231 +2026-01-08 14:22:39 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1017.50 total_reward_ma:1008.46 loss:-0.01134 fps:1675 +frame:6.80e+06 wall_t:4060 t:425000 epi:nan +opt_step:106240 lr:8.002e-05 clip_eps:0.1 entropy:1.043 +2026-01-08 14:22:45 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1015.60 total_reward_ma:1008.71 loss:-0.01115 fps:1675 +frame:6.81e+06 wall_t:4066 t:425625 epi:nan +opt_step:106400 lr:7.976e-05 clip_eps:0.1 entropy:1.22 +2026-01-08 14:22:51 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1016.80 total_reward_ma:1008.91 loss:-0.01018 fps:1675 +frame:6.82e+06 wall_t:4071 t:426250 epi:nan +opt_step:106560 lr:7.95e-05 clip_eps:0.1 entropy:1.13 +2026-01-08 14:22:56 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1016.20 total_reward_ma:1009.07 loss:-0.009278 fps:1675 +frame:6.83e+06 wall_t:4077 t:426875 epi:nan +opt_step:106688 lr:7.93e-05 clip_eps:0.1 entropy:1.085 +2026-01-08 14:23:02 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1018.90 total_reward_ma:1009.29 loss:-0.01265 fps:1675 +frame:6.84e+06 wall_t:4083 t:427500 epi:nan +opt_step:106848 lr:7.904e-05 clip_eps:0.1 entropy:1.103 +2026-01-08 14:23:08 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1019.10 total_reward_ma:1009.53 loss:-0.003851 fps:1675 +frame:6.85e+06 wall_t:4089 t:428125 epi:nan +opt_step:107008 lr:7.879e-05 clip_eps:0.1 entropy:1.254 +2026-01-08 14:23:14 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1017.60 total_reward_ma:1009.77 loss:-0.00838 fps:1676 +frame:6.86e+06 wall_t:4094 t:428750 epi:nan +opt_step:107168 lr:7.853e-05 clip_eps:0.1 entropy:1.178 +2026-01-08 14:23:19 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1018.70 total_reward_ma:1010.10 loss:-0.009236 fps:1676 +frame:6.87e+06 wall_t:4100 t:429375 epi:nan +opt_step:107328 lr:7.828e-05 clip_eps:0.1 entropy:1.228 +2026-01-08 14:23:25 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1020.30 total_reward_ma:1010.41 loss:-0.01112 fps:1676 +frame:6.88e+06 wall_t:4106 t:430000 epi:nan +opt_step:107488 lr:7.802e-05 clip_eps:0.1 entropy:1.106 +2026-01-08 14:23:31 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1019.30 total_reward_ma:1010.73 loss:-0.01073 fps:1676 +frame:6.89e+06 wall_t:4111 t:430625 epi:nan +opt_step:107648 lr:7.776e-05 clip_eps:0.1 entropy:1.101 +2026-01-08 14:23:36 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1022.40 total_reward_ma:1011.11 loss:-0.007069 fps:1676 +frame:6.90e+06 wall_t:4117 t:431250 epi:nan +opt_step:107808 lr:7.751e-05 clip_eps:0.1 entropy:1.182 +2026-01-08 14:23:42 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1017.40 total_reward_ma:1011.49 loss:-0.0118 fps:1676 +frame:6.91e+06 wall_t:4123 t:431875 epi:nan +opt_step:107968 lr:7.725e-05 clip_eps:0.1 entropy:1.071 +2026-01-08 14:23:47 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1018.30 total_reward_ma:1011.87 loss:-0.0101 fps:1676 +frame:6.92e+06 wall_t:4128 t:432500 epi:nan +opt_step:108096 lr:7.705e-05 clip_eps:0.1 entropy:1.116 +2026-01-08 14:23:53 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1016.80 total_reward_ma:1012.22 loss:-0.006922 fps:1676 +frame:6.93e+06 wall_t:4134 t:433125 epi:nan +opt_step:108256 lr:7.679e-05 clip_eps:0.1 entropy:1.154 +2026-01-08 14:23:59 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1018.10 total_reward_ma:1012.56 loss:-0.00449 fps:1677 +frame:6.94e+06 wall_t:4139 t:433750 epi:nan +opt_step:108416 lr:7.653e-05 clip_eps:0.1 entropy:1.23 +2026-01-08 14:24:04 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1016.00 total_reward_ma:1012.88 loss:-0.0115 fps:1677 +frame:6.95e+06 wall_t:4145 t:434375 epi:nan +opt_step:108576 lr:7.628e-05 clip_eps:0.1 entropy:1.074 +2026-01-08 14:24:10 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1019.70 total_reward_ma:1013.23 loss:-0.01102 fps:1677 +frame:6.96e+06 wall_t:4151 t:435000 epi:nan +opt_step:108736 lr:7.602e-05 clip_eps:0.1 entropy:1.214 +2026-01-08 14:24:16 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1019.90 total_reward_ma:1013.60 loss:-0.00816 fps:1677 +frame:6.97e+06 wall_t:4157 t:435625 epi:nan +opt_step:108896 lr:7.577e-05 clip_eps:0.1 entropy:1.237 +2026-01-08 14:24:22 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1020.60 total_reward_ma:1013.98 loss:-0.01503 fps:1677 +frame:6.98e+06 wall_t:4162 t:436250 epi:nan +opt_step:109056 lr:7.551e-05 clip_eps:0.1 entropy:1.101 +2026-01-08 14:24:28 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1023.90 total_reward_ma:1014.44 loss:-0.007654 fps:1677 +frame:6.99e+06 wall_t:4168 t:436875 epi:nan +opt_step:109216 lr:7.525e-05 clip_eps:0.1 entropy:1.299 +2026-01-08 14:24:33 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1023.40 total_reward_ma:1014.85 loss:-0.002231 fps:1677 +frame:7.00e+06 wall_t:4174 t:437500 epi:nan +opt_step:109344 lr:7.505e-05 clip_eps:0.1 entropy:1.2 +2026-01-08 14:24:39 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1022.60 total_reward_ma:1015.27 loss:-0.009171 fps:1677 +frame:7.01e+06 wall_t:4179 t:438125 epi:nan +opt_step:109504 lr:7.479e-05 clip_eps:0.1 entropy:1.195 +2026-01-08 14:24:45 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1023.00 total_reward_ma:1015.66 loss:-0.009305 fps:1677 +frame:7.02e+06 wall_t:4185 t:438750 epi:nan +opt_step:109664 lr:7.454e-05 clip_eps:0.1 entropy:1.211 +2026-01-08 14:24:51 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1020.80 total_reward_ma:1015.98 loss:-0.008567 fps:1677 +frame:7.03e+06 wall_t:4191 t:439375 epi:nan +opt_step:109824 lr:7.428e-05 clip_eps:0.1 entropy:1.148 +2026-01-08 14:24:56 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1020.80 total_reward_ma:1016.25 loss:-0.008439 fps:1677 +frame:7.04e+06 wall_t:4197 t:440000 epi:nan +opt_step:109984 lr:7.403e-05 clip_eps:0.1 entropy:1.183 +2026-01-08 14:25:02 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1019.40 total_reward_ma:1016.51 loss:-0.01256 fps:1677 +frame:7.05e+06 wall_t:4203 t:440625 epi:nan +opt_step:110144 lr:7.377e-05 clip_eps:0.1 entropy:1.066 +2026-01-08 14:25:08 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1021.40 total_reward_ma:1016.75 loss:-0.01152 fps:1678 +frame:7.06e+06 wall_t:4208 t:441250 epi:nan +opt_step:110304 lr:7.351e-05 clip_eps:0.1 entropy:1.348 +2026-01-08 14:25:14 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1023.60 total_reward_ma:1016.88 loss:-0.01106 fps:1678 +frame:7.07e+06 wall_t:4214 t:441875 epi:nan +opt_step:110464 lr:7.326e-05 clip_eps:0.1 entropy:1.036 +2026-01-08 14:25:19 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1024.80 total_reward_ma:1017.00 loss:-0.007638 fps:1678 +frame:7.08e+06 wall_t:4220 t:442500 epi:nan +opt_step:110624 lr:7.3e-05 clip_eps:0.1 entropy:1.078 +2026-01-08 14:25:24 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1023.10 total_reward_ma:1017.07 loss:-0.000357 fps:1678 +frame:7.09e+06 wall_t:4225 t:443125 epi:nan +opt_step:110752 lr:7.28e-05 clip_eps:0.1 entropy:1.236 +2026-01-08 14:25:30 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1023.40 total_reward_ma:1017.08 loss:-0.009262 fps:1678 +frame:7.10e+06 wall_t:4231 t:443750 epi:nan +opt_step:110912 lr:7.254e-05 clip_eps:0.1 entropy:1.124 +2026-01-08 14:25:36 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1025.10 total_reward_ma:1017.07 loss:-0.006004 fps:1678 +frame:7.11e+06 wall_t:4236 t:444375 epi:nan +opt_step:111072 lr:7.228e-05 clip_eps:0.1 entropy:1.093 +2026-01-08 14:25:41 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1024.60 total_reward_ma:1017.03 loss:0.00084 fps:1678 +frame:7.12e+06 wall_t:4242 t:445000 epi:nan +opt_step:111232 lr:7.203e-05 clip_eps:0.1 entropy:1.173 +2026-01-08 14:25:47 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1020.70 total_reward_ma:1016.91 loss:-0.007714 fps:1679 +frame:7.13e+06 wall_t:4247 t:445625 epi:nan +opt_step:111392 lr:7.177e-05 clip_eps:0.1 entropy:1.156 +2026-01-08 14:25:52 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1021.80 total_reward_ma:1016.80 loss:-0.00495 fps:1679 +frame:7.14e+06 wall_t:4253 t:446250 epi:nan +opt_step:111552 lr:7.152e-05 clip_eps:0.1 entropy:1.217 +2026-01-08 14:25:58 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1020.80 total_reward_ma:1016.66 loss:-0.003978 fps:1679 +frame:7.15e+06 wall_t:4258 t:446875 epi:nan +opt_step:111712 lr:7.126e-05 clip_eps:0.1 entropy:1.213 +2026-01-08 14:26:04 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1018.50 total_reward_ma:1016.51 loss:-0.006583 fps:1679 +frame:7.16e+06 wall_t:4264 t:447500 epi:nan +opt_step:111872 lr:7.1e-05 clip_eps:0.1 entropy:1.101 +2026-01-08 14:26:09 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1022.10 total_reward_ma:1016.42 loss:-0.00382 fps:1679 +frame:7.17e+06 wall_t:4270 t:448125 epi:nan +opt_step:112000 lr:7.08e-05 clip_eps:0.1 entropy:1.183 +2026-01-08 14:26:15 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1021.90 total_reward_ma:1016.31 loss:-0.005918 fps:1679 +frame:7.18e+06 wall_t:4276 t:448750 epi:nan +opt_step:112160 lr:7.054e-05 clip_eps:0.1 entropy:1.183 +2026-01-08 14:26:21 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1020.40 total_reward_ma:1016.21 loss:-0.009144 fps:1680 +frame:7.19e+06 wall_t:4281 t:449375 epi:nan +opt_step:112320 lr:7.029e-05 clip_eps:0.1 entropy:1.11 +2026-01-08 14:26:27 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1018.10 total_reward_ma:1016.08 loss:-0.00566 fps:1679 +frame:7.20e+06 wall_t:4287 t:450000 epi:nan +opt_step:112480 lr:7.003e-05 clip_eps:0.1 entropy:1.044 +2026-01-08 14:26:33 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1018.80 total_reward_ma:1015.97 loss:-0.006722 fps:1679 +frame:7.21e+06 wall_t:4293 t:450625 epi:nan +opt_step:112640 lr:6.978e-05 clip_eps:0.1 entropy:1.148 +2026-01-08 14:26:38 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1018.40 total_reward_ma:1015.88 loss:-0.009958 fps:1679 +frame:7.22e+06 wall_t:4299 t:451250 epi:nan +opt_step:112800 lr:6.952e-05 clip_eps:0.1 entropy:1.159 +2026-01-08 14:26:43 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1019.40 total_reward_ma:1015.83 loss:-0.006036 fps:1680 +frame:7.23e+06 wall_t:4304 t:451875 epi:nan +opt_step:112960 lr:6.926e-05 clip_eps:0.1 entropy:1.14 +2026-01-08 14:26:49 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1017.80 total_reward_ma:1015.75 loss:-0.007115 fps:1680 +frame:7.24e+06 wall_t:4309 t:452500 epi:nan +opt_step:113120 lr:6.901e-05 clip_eps:0.1 entropy:1.157 +2026-01-08 14:26:55 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1017.30 total_reward_ma:1015.68 loss:8.966e-05 fps:1680 +frame:7.25e+06 wall_t:4315 t:453125 epi:nan +opt_step:113280 lr:6.875e-05 clip_eps:0.1 entropy:1.187 +2026-01-08 14:27:00 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1015.20 total_reward_ma:1015.57 loss:-0.005482 fps:1680 +frame:7.26e+06 wall_t:4321 t:453750 epi:nan +opt_step:113408 lr:6.855e-05 clip_eps:0.1 entropy:1.193 +2026-01-08 14:27:06 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1017.00 total_reward_ma:1015.56 loss:-0.00787 fps:1680 +frame:7.27e+06 wall_t:4327 t:454375 epi:nan +opt_step:113568 lr:6.829e-05 clip_eps:0.1 entropy:1.153 +2026-01-08 14:27:12 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1016.30 total_reward_ma:1015.57 loss:-0.007642 fps:1680 +frame:7.28e+06 wall_t:4333 t:455000 epi:nan +opt_step:113728 lr:6.804e-05 clip_eps:0.1 entropy:1.251 +2026-01-08 14:27:18 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1017.40 total_reward_ma:1015.57 loss:-0.01144 fps:1680 +frame:7.29e+06 wall_t:4339 t:455625 epi:nan +opt_step:113888 lr:6.778e-05 clip_eps:0.1 entropy:1.015 +2026-01-08 14:27:24 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1015.80 total_reward_ma:1015.64 loss:-0.006511 fps:1680 +frame:7.30e+06 wall_t:4345 t:456250 epi:nan +opt_step:114048 lr:6.752e-05 clip_eps:0.1 entropy:1.176 +2026-01-08 14:27:30 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1015.00 total_reward_ma:1015.71 loss:-0.0008041 fps:1680 +frame:7.31e+06 wall_t:4350 t:456875 epi:nan +opt_step:114208 lr:6.727e-05 clip_eps:0.1 entropy:1.305 +2026-01-08 14:27:36 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1015.30 total_reward_ma:1015.77 loss:-0.004676 fps:1680 +frame:7.32e+06 wall_t:4356 t:457500 epi:nan +opt_step:114368 lr:6.701e-05 clip_eps:0.1 entropy:1.293 +2026-01-08 14:27:41 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1013.40 total_reward_ma:1015.84 loss:-0.009717 fps:1680 +frame:7.33e+06 wall_t:4362 t:458125 epi:nan +opt_step:114528 lr:6.676e-05 clip_eps:0.1 entropy:1.215 +2026-01-08 14:27:47 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1013.60 total_reward_ma:1015.92 loss:-0.00451 fps:1681 +frame:7.34e+06 wall_t:4367 t:458750 epi:nan +opt_step:114656 lr:6.655e-05 clip_eps:0.1 entropy:1.237 +2026-01-08 14:27:53 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1008.70 total_reward_ma:1015.88 loss:-0.009678 fps:1681 +frame:7.35e+06 wall_t:4373 t:459375 epi:nan +opt_step:114816 lr:6.629e-05 clip_eps:0.1 entropy:1.115 +2026-01-08 14:27:58 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1005.60 total_reward_ma:1015.79 loss:-0.0103 fps:1681 +frame:7.36e+06 wall_t:4379 t:460000 epi:nan +opt_step:114976 lr:6.604e-05 clip_eps:0.1 entropy:1.171 +2026-01-08 14:28:03 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1005.40 total_reward_ma:1015.70 loss:-0.01122 fps:1681 +frame:7.37e+06 wall_t:4384 t:460625 epi:nan +opt_step:115136 lr:6.578e-05 clip_eps:0.1 entropy:1.131 +2026-01-08 14:28:09 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1002.70 total_reward_ma:1015.57 loss:-0.0061 fps:1681 +frame:7.38e+06 wall_t:4389 t:461250 epi:nan +opt_step:115296 lr:6.553e-05 clip_eps:0.1 entropy:1.237 +2026-01-08 14:28:14 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1001.70 total_reward_ma:1015.42 loss:-0.01109 fps:1681 +frame:7.39e+06 wall_t:4395 t:461875 epi:nan +opt_step:115456 lr:6.527e-05 clip_eps:0.1 entropy:1.115 +2026-01-08 14:28:20 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1004.70 total_reward_ma:1015.26 loss:-0.00638 fps:1682 +frame:7.40e+06 wall_t:4400 t:462500 epi:nan +opt_step:115616 lr:6.501e-05 clip_eps:0.1 entropy:1.198 +2026-01-08 14:28:26 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1006.40 total_reward_ma:1015.15 loss:-0.009283 fps:1682 +frame:7.41e+06 wall_t:4406 t:463125 epi:nan +opt_step:115776 lr:6.476e-05 clip_eps:0.1 entropy:1.125 +2026-01-08 14:28:32 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1003.70 total_reward_ma:1015.03 loss:-0.005931 fps:1682 +frame:7.42e+06 wall_t:4412 t:463750 epi:nan +opt_step:115936 lr:6.45e-05 clip_eps:0.1 entropy:1.172 +2026-01-08 14:28:37 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1005.10 total_reward_ma:1014.92 loss:-0.005915 fps:1682 +frame:7.43e+06 wall_t:4417 t:464375 epi:nan +opt_step:116064 lr:6.43e-05 clip_eps:0.1 entropy:1.246 +2026-01-08 14:28:42 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1003.40 total_reward_ma:1014.80 loss:-0.009829 fps:1682 +frame:7.44e+06 wall_t:4423 t:465000 epi:nan +opt_step:116224 lr:6.404e-05 clip_eps:0.1 entropy:0.9975 +2026-01-08 14:28:49 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1003.10 total_reward_ma:1014.72 loss:-0.007587 fps:1682 +frame:7.45e+06 wall_t:4429 t:465625 epi:nan +opt_step:116384 lr:6.379e-05 clip_eps:0.1 entropy:1.151 +2026-01-08 14:28:55 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1002.30 total_reward_ma:1014.61 loss:-0.003229 fps:1682 +frame:7.46e+06 wall_t:4435 t:466250 epi:nan +opt_step:116544 lr:6.353e-05 clip_eps:0.1 entropy:1.163 +2026-01-08 14:29:01 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1006.00 total_reward_ma:1014.50 loss:-0.002447 fps:1682 +frame:7.47e+06 wall_t:4441 t:466875 epi:nan +opt_step:116704 lr:6.327e-05 clip_eps:0.1 entropy:1.101 +2026-01-08 14:29:06 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1008.30 total_reward_ma:1014.44 loss:-0.008533 fps:1682 +frame:7.48e+06 wall_t:4447 t:467500 epi:nan +opt_step:116864 lr:6.302e-05 clip_eps:0.1 entropy:1.131 +2026-01-08 14:29:12 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1008.20 total_reward_ma:1014.34 loss:-0.003168 fps:1682 +frame:7.49e+06 wall_t:4453 t:468125 epi:nan +opt_step:117024 lr:6.276e-05 clip_eps:0.1 entropy:1.233 +2026-01-08 14:29:18 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1008.50 total_reward_ma:1014.28 loss:-0.004128 fps:1682 +frame:7.50e+06 wall_t:4458 t:468750 epi:nan +opt_step:117184 lr:6.251e-05 clip_eps:0.1 entropy:1.209 +2026-01-08 14:29:23 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1007.60 total_reward_ma:1014.21 loss:-0.007768 fps:1683 +frame:7.51e+06 wall_t:4463 t:469375 epi:nan +opt_step:117312 lr:6.23e-05 clip_eps:0.1 entropy:1.121 +2026-01-08 14:29:28 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1006.80 total_reward_ma:1014.13 loss:-0.005258 fps:1683 +frame:7.52e+06 wall_t:4469 t:470000 epi:nan +opt_step:117472 lr:6.204e-05 clip_eps:0.1 entropy:1.189 +2026-01-08 14:29:34 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1006.40 total_reward_ma:1014.06 loss:0.003033 fps:1683 +frame:7.53e+06 wall_t:4475 t:470625 epi:nan +opt_step:117632 lr:6.179e-05 clip_eps:0.1 entropy:1.31 +2026-01-08 14:29:41 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1005.50 total_reward_ma:1013.96 loss:-0.009477 fps:1683 +frame:7.54e+06 wall_t:4481 t:471250 epi:nan +opt_step:117792 lr:6.153e-05 clip_eps:0.1 entropy:1.108 +2026-01-08 14:29:46 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1007.90 total_reward_ma:1013.86 loss:-0.00402 fps:1683 +frame:7.55e+06 wall_t:4487 t:471875 epi:nan +opt_step:117952 lr:6.128e-05 clip_eps:0.1 entropy:1.262 +2026-01-08 14:29:52 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1010.90 total_reward_ma:1013.77 loss:0.001274 fps:1683 +frame:7.56e+06 wall_t:4493 t:472500 epi:nan +opt_step:118112 lr:6.102e-05 clip_eps:0.1 entropy:1.259 +2026-01-08 14:29:58 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1013.60 total_reward_ma:1013.77 loss:-0.004992 fps:1683 +frame:7.57e+06 wall_t:4499 t:473125 epi:nan +opt_step:118272 lr:6.076e-05 clip_eps:0.1 entropy:1.244 +2026-01-08 14:30:04 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1013.90 total_reward_ma:1013.77 loss:-0.005161 fps:1683 +frame:7.58e+06 wall_t:4504 t:473750 epi:nan +opt_step:118432 lr:6.051e-05 clip_eps:0.1 entropy:1.24 +2026-01-08 14:30:09 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1010.10 total_reward_ma:1013.80 loss:-0.002344 fps:1683 +frame:7.59e+06 wall_t:4510 t:474375 epi:nan +opt_step:118592 lr:6.025e-05 clip_eps:0.1 entropy:1.117 +2026-01-08 14:30:15 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1007.20 total_reward_ma:1013.80 loss:-0.01403 fps:1683 +frame:7.60e+06 wall_t:4515 t:475000 epi:nan +opt_step:118720 lr:6.005e-05 clip_eps:0.1 entropy:1.086 +2026-01-08 14:30:20 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1006.60 total_reward_ma:1013.81 loss:-0.01064 fps:1683 +frame:7.61e+06 wall_t:4521 t:475625 epi:nan +opt_step:118880 lr:5.979e-05 clip_eps:0.1 entropy:1.278 +2026-01-08 14:30:26 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1010.60 total_reward_ma:1013.86 loss:-0.006702 fps:1684 +frame:7.62e+06 wall_t:4526 t:476250 epi:nan +opt_step:119040 lr:5.954e-05 clip_eps:0.1 entropy:1.237 +2026-01-08 14:30:32 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1011.80 total_reward_ma:1013.93 loss:-0.01217 fps:1684 +frame:7.63e+06 wall_t:4532 t:476875 epi:nan +opt_step:119200 lr:5.928e-05 clip_eps:0.1 entropy:1.016 +2026-01-08 14:30:37 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1011.90 total_reward_ma:1013.98 loss:-0.009606 fps:1684 +frame:7.64e+06 wall_t:4538 t:477500 epi:nan +opt_step:119360 lr:5.902e-05 clip_eps:0.1 entropy:1.278 +2026-01-08 14:30:42 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1011.80 total_reward_ma:1014.06 loss:-0.009552 fps:1684 +frame:7.65e+06 wall_t:4543 t:478125 epi:nan +opt_step:119520 lr:5.877e-05 clip_eps:0.1 entropy:1.255 +2026-01-08 14:30:48 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1012.20 total_reward_ma:1014.15 loss:-0.0117 fps:1684 +frame:7.66e+06 wall_t:4548 t:478750 epi:nan +opt_step:119680 lr:5.851e-05 clip_eps:0.1 entropy:1.074 +2026-01-08 14:30:53 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1013.10 total_reward_ma:1014.21 loss:-0.007556 fps:1685 +frame:7.67e+06 wall_t:4553 t:479375 epi:nan +opt_step:119840 lr:5.826e-05 clip_eps:0.1 entropy:1.184 +2026-01-08 14:30:58 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1015.60 total_reward_ma:1014.29 loss:-0.0006499 fps:1685 +frame:7.68e+06 wall_t:4559 t:480000 epi:nan +opt_step:120000 lr:5.8e-05 clip_eps:0.1 entropy:1.095 +2026-01-08 14:31:03 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1018.90 total_reward_ma:1014.41 loss:-0.01205 fps:1685 +frame:7.69e+06 wall_t:4564 t:480625 epi:nan +opt_step:120128 lr:5.78e-05 clip_eps:0.1 entropy:1.048 +2026-01-08 14:31:08 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1019.00 total_reward_ma:1014.50 loss:-0.01203 fps:1685 +frame:7.70e+06 wall_t:4569 t:481250 epi:nan +opt_step:120288 lr:5.754e-05 clip_eps:0.1 entropy:1.155 +2026-01-08 14:31:14 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1024.10 total_reward_ma:1014.66 loss:0.00217 fps:1686 +frame:7.71e+06 wall_t:4574 t:481875 epi:nan +opt_step:120448 lr:5.728e-05 clip_eps:0.1 entropy:1.251 +2026-01-08 14:31:19 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1024.10 total_reward_ma:1014.84 loss:-0.01651 fps:1686 +frame:7.72e+06 wall_t:4579 t:482500 epi:nan +opt_step:120608 lr:5.703e-05 clip_eps:0.1 entropy:1.086 +2026-01-08 14:31:24 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1025.90 total_reward_ma:1015.04 loss:-0.004006 fps:1686 +frame:7.73e+06 wall_t:4585 t:483125 epi:nan +opt_step:120768 lr:5.677e-05 clip_eps:0.1 entropy:1.188 +2026-01-08 14:31:29 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1028.10 total_reward_ma:1015.28 loss:0.0007533 fps:1686 +frame:7.74e+06 wall_t:4590 t:483750 epi:nan +opt_step:120928 lr:5.652e-05 clip_eps:0.1 entropy:1.161 +2026-01-08 14:31:34 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1029.50 total_reward_ma:1015.53 loss:-0.01316 fps:1687 +frame:7.75e+06 wall_t:4595 t:484375 epi:nan +opt_step:121088 lr:5.626e-05 clip_eps:0.1 entropy:1.086 +2026-01-08 14:31:39 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1026.60 total_reward_ma:1015.72 loss:-0.009873 fps:1687 +frame:7.76e+06 wall_t:4600 t:485000 epi:nan +opt_step:121248 lr:5.6e-05 clip_eps:0.1 entropy:1.207 +2026-01-08 14:31:44 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1029.00 total_reward_ma:1015.86 loss:-0.007493 fps:1687 +frame:7.77e+06 wall_t:4605 t:485625 epi:nan +opt_step:121376 lr:5.58e-05 clip_eps:0.1 entropy:1.129 +2026-01-08 14:31:49 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1030.80 total_reward_ma:1016.00 loss:-0.005833 fps:1688 +frame:7.78e+06 wall_t:4610 t:486250 epi:nan +opt_step:121536 lr:5.554e-05 clip_eps:0.1 entropy:1.093 +2026-01-08 14:31:55 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1032.60 total_reward_ma:1016.20 loss:-0.01016 fps:1688 +frame:7.79e+06 wall_t:4615 t:486875 epi:nan +opt_step:121696 lr:5.529e-05 clip_eps:0.1 entropy:1.163 +2026-01-08 14:32:00 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1035.30 total_reward_ma:1016.38 loss:-0.008256 fps:1688 +frame:7.80e+06 wall_t:4620 t:487500 epi:nan +opt_step:121856 lr:5.503e-05 clip_eps:0.1 entropy:1.135 +2026-01-08 14:32:05 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1039.00 total_reward_ma:1016.61 loss:-0.005524 fps:1688 +frame:7.81e+06 wall_t:4626 t:488125 epi:nan +opt_step:122016 lr:5.477e-05 clip_eps:0.1 entropy:1.168 +2026-01-08 14:32:11 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1037.80 total_reward_ma:1016.82 loss:-0.007803 fps:1688 +frame:7.82e+06 wall_t:4632 t:488750 epi:nan +opt_step:122176 lr:5.452e-05 clip_eps:0.1 entropy:1.16 +2026-01-08 14:32:16 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1036.90 total_reward_ma:1017.03 loss:-0.01068 fps:1689 +frame:7.83e+06 wall_t:4636 t:489375 epi:nan +opt_step:122336 lr:5.426e-05 clip_eps:0.1 entropy:1.181 +2026-01-08 14:32:21 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1040.10 total_reward_ma:1017.24 loss:-0.00925 fps:1689 +frame:7.84e+06 wall_t:4642 t:490000 epi:nan +opt_step:122496 lr:5.401e-05 clip_eps:0.1 entropy:1.087 +2026-01-08 14:32:26 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1041.20 total_reward_ma:1017.46 loss:-0.006514 fps:1689 +frame:7.85e+06 wall_t:4647 t:490625 epi:nan +opt_step:122656 lr:5.375e-05 clip_eps:0.1 entropy:1.145 +2026-01-08 14:32:31 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1041.00 total_reward_ma:1017.70 loss:-0.009673 fps:1690 +frame:7.86e+06 wall_t:4651 t:491250 epi:nan +opt_step:122784 lr:5.355e-05 clip_eps:0.1 entropy:1.157 +2026-01-08 14:32:36 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1037.70 total_reward_ma:1017.89 loss:-0.007249 fps:1690 +frame:7.87e+06 wall_t:4656 t:491875 epi:nan +opt_step:122944 lr:5.329e-05 clip_eps:0.1 entropy:1.121 +2026-01-08 14:32:41 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1037.40 total_reward_ma:1018.06 loss:-0.002681 fps:1691 +frame:7.88e+06 wall_t:4661 t:492500 epi:nan +opt_step:123104 lr:5.303e-05 clip_eps:0.1 entropy:1.066 +2026-01-08 14:32:46 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1037.30 total_reward_ma:1018.24 loss:-0.01189 fps:1691 +frame:7.89e+06 wall_t:4666 t:493125 epi:nan +opt_step:123264 lr:5.278e-05 clip_eps:0.1 entropy:1.214 +2026-01-08 14:32:51 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1037.10 total_reward_ma:1018.38 loss:-0.005167 fps:1691 +frame:7.90e+06 wall_t:4672 t:493750 epi:nan +opt_step:123424 lr:5.252e-05 clip_eps:0.1 entropy:1.273 +2026-01-08 14:32:56 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1036.90 total_reward_ma:1018.58 loss:-0.003173 fps:1691 +frame:7.91e+06 wall_t:4677 t:494375 epi:nan +opt_step:123584 lr:5.227e-05 clip_eps:0.1 entropy:1.187 +2026-01-08 14:33:01 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1040.00 total_reward_ma:1018.80 loss:-0.01186 fps:1692 +frame:7.92e+06 wall_t:4682 t:495000 epi:nan +opt_step:123744 lr:5.201e-05 clip_eps:0.1 entropy:1.302 +2026-01-08 14:33:07 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1042.20 total_reward_ma:1019.05 loss:-0.007619 fps:1692 +frame:7.93e+06 wall_t:4687 t:495625 epi:nan +opt_step:123904 lr:5.175e-05 clip_eps:0.1 entropy:1.171 +2026-01-08 14:33:11 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1042.00 total_reward_ma:1019.29 loss:-0.007437 fps:1692 +frame:7.94e+06 wall_t:4692 t:496250 epi:nan +opt_step:124032 lr:5.155e-05 clip_eps:0.1 entropy:1.165 +2026-01-08 14:33:16 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1043.00 total_reward_ma:1019.56 loss:-0.004285 fps:1693 +frame:7.95e+06 wall_t:4697 t:496875 epi:nan +opt_step:124192 lr:5.129e-05 clip_eps:0.1 entropy:1.137 +2026-01-08 14:33:21 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1045.80 total_reward_ma:1019.82 loss:-0.001259 fps:1693 +frame:7.96e+06 wall_t:4702 t:497500 epi:nan +opt_step:124352 lr:5.104e-05 clip_eps:0.1 entropy:1.295 +2026-01-08 14:33:26 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1044.50 total_reward_ma:1020.07 loss:-0.01046 fps:1693 +frame:7.97e+06 wall_t:4707 t:498125 epi:nan +opt_step:124512 lr:5.078e-05 clip_eps:0.1 entropy:1.177 +2026-01-08 14:33:31 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1042.30 total_reward_ma:1020.28 loss:-0.005757 fps:1694 +frame:7.98e+06 wall_t:4712 t:498750 epi:nan +opt_step:124672 lr:5.052e-05 clip_eps:0.1 entropy:1.245 +2026-01-08 14:33:37 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1036.30 total_reward_ma:1020.41 loss:-0.003587 fps:1694 +frame:7.99e+06 wall_t:4717 t:499375 epi:nan +opt_step:124832 lr:5.027e-05 clip_eps:0.1 entropy:1.278 +2026-01-08 14:33:42 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1034.10 total_reward_ma:1020.51 loss:-0.001483 fps:1694 +frame:8.00e+06 wall_t:4722 t:500000 epi:nan +opt_step:124992 lr:5.001e-05 clip_eps:0.1 entropy:1.155 +2026-01-08 14:33:47 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1033.60 total_reward_ma:1020.62 loss:-0.01311 fps:1694 +frame:8.01e+06 wall_t:4728 t:500625 epi:nan +opt_step:125152 lr:4.976e-05 clip_eps:0.1 entropy:1.292 +2026-01-08 14:33:52 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1026.00 total_reward_ma:1020.65 loss:-0.003062 fps:1694 +frame:8.02e+06 wall_t:4733 t:501250 epi:nan +opt_step:125312 lr:4.95e-05 clip_eps:0.1 entropy:1.211 +2026-01-08 14:33:57 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1024.50 total_reward_ma:1020.69 loss:-0.0131 fps:1695 +frame:8.03e+06 wall_t:4738 t:501875 epi:nan +opt_step:125440 lr:4.93e-05 clip_eps:0.1 entropy:1.213 +2026-01-08 14:34:02 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1025.40 total_reward_ma:1020.74 loss:-0.004456 fps:1695 +frame:8.04e+06 wall_t:4743 t:502500 epi:nan +opt_step:125600 lr:4.904e-05 clip_eps:0.1 entropy:1.254 +2026-01-08 14:34:08 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1019.20 total_reward_ma:1020.73 loss:-0.00523 fps:1695 +frame:8.05e+06 wall_t:4748 t:503125 epi:nan +opt_step:125760 lr:4.878e-05 clip_eps:0.1 entropy:1.276 +2026-01-08 14:34:13 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1021.40 total_reward_ma:1020.73 loss:-0.003454 fps:1696 +frame:8.06e+06 wall_t:4753 t:503750 epi:nan +opt_step:125920 lr:4.853e-05 clip_eps:0.1 entropy:1.127 +2026-01-08 14:34:18 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1018.30 total_reward_ma:1020.68 loss:-0.01015 fps:1696 +frame:8.07e+06 wall_t:4758 t:504375 epi:nan +opt_step:126080 lr:4.827e-05 clip_eps:0.1 entropy:1.237 +2026-01-08 14:34:23 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1016.00 total_reward_ma:1020.59 loss:-0.01014 fps:1696 +frame:8.08e+06 wall_t:4763 t:505000 epi:nan +opt_step:126240 lr:4.802e-05 clip_eps:0.1 entropy:1.143 +2026-01-08 14:34:28 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1018.60 total_reward_ma:1020.55 loss:-0.01155 fps:1696 +frame:8.09e+06 wall_t:4769 t:505625 epi:nan +opt_step:126400 lr:4.776e-05 clip_eps:0.1 entropy:1.124 +2026-01-08 14:34:33 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1018.40 total_reward_ma:1020.50 loss:-0.005963 fps:1697 +frame:8.10e+06 wall_t:4774 t:506250 epi:nan +opt_step:126560 lr:4.75e-05 clip_eps:0.1 entropy:1.106 +2026-01-08 14:34:38 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1018.30 total_reward_ma:1020.43 loss:-0.009487 fps:1697 +frame:8.11e+06 wall_t:4779 t:506875 epi:nan +opt_step:126688 lr:4.73e-05 clip_eps:0.1 entropy:1.144 +2026-01-08 14:34:43 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1015.00 total_reward_ma:1020.34 loss:-0.006564 fps:1697 +frame:8.12e+06 wall_t:4784 t:507500 epi:nan +opt_step:126848 lr:4.704e-05 clip_eps:0.1 entropy:1.125 +2026-01-08 14:34:48 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1016.70 total_reward_ma:1020.29 loss:-0.01143 fps:1698 +frame:8.13e+06 wall_t:4789 t:508125 epi:nan +opt_step:127008 lr:4.679e-05 clip_eps:0.1 entropy:1.058 +2026-01-08 14:34:54 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1014.00 total_reward_ma:1020.22 loss:-0.005994 fps:1698 +frame:8.14e+06 wall_t:4795 t:508750 epi:nan +opt_step:127168 lr:4.653e-05 clip_eps:0.1 entropy:1.097 +2026-01-08 14:34:59 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1015.20 total_reward_ma:1020.16 loss:-0.006135 fps:1698 +frame:8.15e+06 wall_t:4800 t:509375 epi:nan +opt_step:127328 lr:4.628e-05 clip_eps:0.1 entropy:1.202 +2026-01-08 14:35:05 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1016.00 total_reward_ma:1020.14 loss:-0.01107 fps:1698 +frame:8.16e+06 wall_t:4805 t:510000 epi:nan +opt_step:127488 lr:4.602e-05 clip_eps:0.1 entropy:1.112 +2026-01-08 14:35:10 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1015.60 total_reward_ma:1020.07 loss:-0.00633 fps:1699 +frame:8.17e+06 wall_t:4810 t:510625 epi:nan +opt_step:127648 lr:4.576e-05 clip_eps:0.1 entropy:1.226 +2026-01-08 14:35:15 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1021.80 total_reward_ma:1020.07 loss:-0.003574 fps:1699 +frame:8.18e+06 wall_t:4816 t:511250 epi:nan +opt_step:127808 lr:4.551e-05 clip_eps:0.1 entropy:1.179 +2026-01-08 14:35:20 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1023.90 total_reward_ma:1020.10 loss:-0.01146 fps:1699 +frame:8.19e+06 wall_t:4821 t:511875 epi:nan +opt_step:127968 lr:4.525e-05 clip_eps:0.1 entropy:1.088 +2026-01-08 14:35:25 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1021.70 total_reward_ma:1020.14 loss:-0.008967 fps:1699 +frame:8.20e+06 wall_t:4826 t:512500 epi:nan +opt_step:128096 lr:4.505e-05 clip_eps:0.1 entropy:1.221 +2026-01-08 14:35:31 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1030.50 total_reward_ma:1020.26 loss:-0.01075 fps:1699 +frame:8.21e+06 wall_t:4831 t:513125 epi:nan +opt_step:128256 lr:4.479e-05 clip_eps:0.1 entropy:1.208 +2026-01-08 14:35:36 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1030.20 total_reward_ma:1020.38 loss:-0.01216 fps:1699 +frame:8.22e+06 wall_t:4837 t:513750 epi:nan +opt_step:128416 lr:4.453e-05 clip_eps:0.1 entropy:0.9895 +2026-01-08 14:35:42 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1028.10 total_reward_ma:1020.46 loss:-0.007419 fps:1700 +frame:8.23e+06 wall_t:4842 t:514375 epi:nan +opt_step:128576 lr:4.428e-05 clip_eps:0.1 entropy:1.164 +2026-01-08 14:35:47 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1031.70 total_reward_ma:1020.60 loss:-0.007854 fps:1700 +frame:8.24e+06 wall_t:4847 t:515000 epi:nan +opt_step:128736 lr:4.402e-05 clip_eps:0.1 entropy:1.196 +2026-01-08 14:35:52 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1034.40 total_reward_ma:1020.77 loss:-0.004804 fps:1700 +frame:8.25e+06 wall_t:4852 t:515625 epi:nan +opt_step:128896 lr:4.377e-05 clip_eps:0.1 entropy:1.037 +2026-01-08 14:35:57 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1035.90 total_reward_ma:1020.98 loss:-0.007026 fps:1701 +frame:8.26e+06 wall_t:4857 t:516250 epi:nan +opt_step:129056 lr:4.351e-05 clip_eps:0.1 entropy:1.138 +2026-01-08 14:36:01 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1039.90 total_reward_ma:1021.21 loss:-0.01043 fps:1701 +frame:8.27e+06 wall_t:4862 t:516875 epi:nan +opt_step:129216 lr:4.325e-05 clip_eps:0.1 entropy:1.137 +2026-01-08 14:36:06 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1037.50 total_reward_ma:1021.42 loss:0.0009842 fps:1701 +frame:8.28e+06 wall_t:4867 t:517500 epi:nan +opt_step:129344 lr:4.305e-05 clip_eps:0.1 entropy:1.12 +2026-01-08 14:36:11 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1037.20 total_reward_ma:1021.62 loss:-0.007116 fps:1702 +frame:8.29e+06 wall_t:4872 t:518125 epi:nan +opt_step:129504 lr:4.279e-05 clip_eps:0.1 entropy:1.057 +2026-01-08 14:36:16 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1034.20 total_reward_ma:1021.80 loss:-0.002853 fps:1702 +frame:8.30e+06 wall_t:4877 t:518750 epi:nan +opt_step:129664 lr:4.254e-05 clip_eps:0.1 entropy:1.185 +2026-01-08 14:36:21 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1033.60 total_reward_ma:1021.99 loss:-0.006545 fps:1702 +frame:8.31e+06 wall_t:4882 t:519375 epi:nan +opt_step:129824 lr:4.228e-05 clip_eps:0.1 entropy:1.127 +2026-01-08 14:36:27 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1033.60 total_reward_ma:1022.17 loss:-0.008935 fps:1702 +frame:8.32e+06 wall_t:4887 t:520000 epi:nan +opt_step:129984 lr:4.203e-05 clip_eps:0.1 entropy:1.101 +2026-01-08 14:36:32 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1030.20 total_reward_ma:1022.34 loss:-0.006527 fps:1702 +frame:8.33e+06 wall_t:4893 t:520625 epi:nan +opt_step:130144 lr:4.177e-05 clip_eps:0.1 entropy:1.265 +2026-01-08 14:36:38 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1028.20 total_reward_ma:1022.49 loss:-0.002969 fps:1703 +frame:8.34e+06 wall_t:4898 t:521250 epi:nan +opt_step:130304 lr:4.151e-05 clip_eps:0.1 entropy:1.055 +2026-01-08 14:36:44 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1025.30 total_reward_ma:1022.65 loss:-0.01215 fps:1703 +frame:8.35e+06 wall_t:4904 t:521875 epi:nan +opt_step:130464 lr:4.126e-05 clip_eps:0.1 entropy:1.184 +2026-01-08 14:36:49 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1023.00 total_reward_ma:1022.83 loss:-0.009807 fps:1703 +frame:8.36e+06 wall_t:4910 t:522500 epi:nan +opt_step:130624 lr:4.1e-05 clip_eps:0.1 entropy:1.145 +2026-01-08 14:36:54 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1022.90 total_reward_ma:1023.00 loss:-0.009133 fps:1703 +frame:8.37e+06 wall_t:4915 t:523125 epi:nan +opt_step:130752 lr:4.08e-05 clip_eps:0.1 entropy:1.065 +2026-01-08 14:36:59 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1025.40 total_reward_ma:1023.23 loss:-0.006993 fps:1703 +frame:8.38e+06 wall_t:4920 t:523750 epi:nan +opt_step:130912 lr:4.054e-05 clip_eps:0.1 entropy:1.103 +2026-01-08 14:37:05 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1024.30 total_reward_ma:1023.45 loss:-0.005968 fps:1704 +frame:8.39e+06 wall_t:4925 t:524375 epi:nan +opt_step:131072 lr:4.028e-05 clip_eps:0.1 entropy:1.158 +2026-01-08 14:37:10 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1017.30 total_reward_ma:1023.58 loss:-0.00783 fps:1704 +frame:8.40e+06 wall_t:4931 t:525000 epi:nan +opt_step:131232 lr:4.003e-05 clip_eps:0.1 entropy:1.182 +2026-01-08 14:37:15 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1018.80 total_reward_ma:1023.70 loss:-0.01132 fps:1704 +frame:8.41e+06 wall_t:4936 t:525625 epi:nan +opt_step:131392 lr:3.977e-05 clip_eps:0.1 entropy:1.109 +2026-01-08 14:37:20 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1019.90 total_reward_ma:1023.87 loss:-0.009905 fps:1704 +frame:8.42e+06 wall_t:4941 t:526250 epi:nan +opt_step:131552 lr:3.952e-05 clip_eps:0.1 entropy:1.157 +2026-01-08 14:37:25 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1022.30 total_reward_ma:1024.04 loss:-0.009061 fps:1704 +frame:8.43e+06 wall_t:4946 t:526875 epi:nan +opt_step:131712 lr:3.926e-05 clip_eps:0.1 entropy:1.085 +2026-01-08 14:37:30 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1025.10 total_reward_ma:1024.26 loss:-0.01104 fps:1705 +frame:8.44e+06 wall_t:4951 t:527500 epi:nan +opt_step:131872 lr:3.9e-05 clip_eps:0.1 entropy:1.098 +2026-01-08 14:37:35 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1021.80 total_reward_ma:1024.44 loss:-0.003955 fps:1705 +frame:8.45e+06 wall_t:4956 t:528125 epi:nan +opt_step:132000 lr:3.88e-05 clip_eps:0.1 entropy:1.189 +2026-01-08 14:37:40 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1021.50 total_reward_ma:1024.63 loss:-0.009744 fps:1705 +frame:8.46e+06 wall_t:4961 t:528750 epi:nan +opt_step:132160 lr:3.854e-05 clip_eps:0.1 entropy:1.174 +2026-01-08 14:37:45 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1018.00 total_reward_ma:1024.75 loss:-0.009942 fps:1706 +frame:8.47e+06 wall_t:4966 t:529375 epi:nan +opt_step:132320 lr:3.829e-05 clip_eps:0.1 entropy:1.011 +2026-01-08 14:37:50 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1016.40 total_reward_ma:1024.83 loss:-0.005511 fps:1706 +frame:8.48e+06 wall_t:4971 t:530000 epi:nan +opt_step:132480 lr:3.803e-05 clip_eps:0.1 entropy:1.093 +2026-01-08 14:37:55 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1017.30 total_reward_ma:1024.93 loss:-0.007125 fps:1706 +frame:8.49e+06 wall_t:4976 t:530625 epi:nan +opt_step:132640 lr:3.778e-05 clip_eps:0.1 entropy:1.229 +2026-01-08 14:38:00 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1020.70 total_reward_ma:1025.05 loss:-0.003443 fps:1707 +frame:8.50e+06 wall_t:4980 t:531250 epi:nan +opt_step:132800 lr:3.752e-05 clip_eps:0.1 entropy:1.104 +2026-01-08 14:38:05 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1020.60 total_reward_ma:1025.18 loss:-0.002665 fps:1707 +frame:8.51e+06 wall_t:4985 t:531875 epi:nan +opt_step:132960 lr:3.726e-05 clip_eps:0.1 entropy:1.128 +2026-01-08 14:38:10 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1022.40 total_reward_ma:1025.33 loss:-0.01116 fps:1707 +frame:8.52e+06 wall_t:4991 t:532500 epi:nan +opt_step:133120 lr:3.701e-05 clip_eps:0.1 entropy:1.12 +2026-01-08 14:38:15 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1028.20 total_reward_ma:1025.55 loss:0.001212 fps:1707 +frame:8.53e+06 wall_t:4996 t:533125 epi:nan +opt_step:133280 lr:3.675e-05 clip_eps:0.1 entropy:1.084 +2026-01-08 14:38:20 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1023.00 total_reward_ma:1025.73 loss:-0.006311 fps:1708 +frame:8.54e+06 wall_t:5000 t:533750 epi:nan +opt_step:133408 lr:3.655e-05 clip_eps:0.1 entropy:1.171 +2026-01-08 14:38:25 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1023.50 total_reward_ma:1025.88 loss:-0.004028 fps:1708 +frame:8.55e+06 wall_t:5005 t:534375 epi:nan +opt_step:133568 lr:3.629e-05 clip_eps:0.1 entropy:1.104 +2026-01-08 14:38:30 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1028.90 total_reward_ma:1026.06 loss:-0.006282 fps:1708 +frame:8.56e+06 wall_t:5011 t:535000 epi:nan +opt_step:133728 lr:3.604e-05 clip_eps:0.1 entropy:1.102 +2026-01-08 14:38:35 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1028.50 total_reward_ma:1026.21 loss:-0.006663 fps:1709 +frame:8.57e+06 wall_t:5015 t:535625 epi:nan +opt_step:133888 lr:3.578e-05 clip_eps:0.1 entropy:1.098 +2026-01-08 14:38:40 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1030.70 total_reward_ma:1026.38 loss:-0.004112 fps:1709 +frame:8.58e+06 wall_t:5020 t:536250 epi:nan +opt_step:134048 lr:3.552e-05 clip_eps:0.1 entropy:1.143 +2026-01-08 14:38:45 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1033.50 total_reward_ma:1026.61 loss:-0.006736 fps:1709 +frame:8.59e+06 wall_t:5025 t:536875 epi:nan +opt_step:134208 lr:3.527e-05 clip_eps:0.1 entropy:1.036 +2026-01-08 14:38:50 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1035.60 total_reward_ma:1026.90 loss:-0.006536 fps:1710 +frame:8.60e+06 wall_t:5030 t:537500 epi:nan +opt_step:134368 lr:3.501e-05 clip_eps:0.1 entropy:1.148 +2026-01-08 14:38:54 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1035.80 total_reward_ma:1027.19 loss:-0.002091 fps:1710 +frame:8.61e+06 wall_t:5035 t:538125 epi:nan +opt_step:134528 lr:3.476e-05 clip_eps:0.1 entropy:1.078 +2026-01-08 14:38:59 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1037.00 total_reward_ma:1027.45 loss:-0.00716 fps:1711 +frame:8.62e+06 wall_t:5039 t:538750 epi:nan +opt_step:134656 lr:3.455e-05 clip_eps:0.1 entropy:1.107 +2026-01-08 14:39:04 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1034.60 total_reward_ma:1027.68 loss:0.001625 fps:1711 +frame:8.63e+06 wall_t:5044 t:539375 epi:nan +opt_step:134816 lr:3.429e-05 clip_eps:0.1 entropy:1.165 +2026-01-08 14:39:09 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1034.40 total_reward_ma:1027.91 loss:0.002512 fps:1711 +frame:8.64e+06 wall_t:5049 t:540000 epi:nan +opt_step:134976 lr:3.404e-05 clip_eps:0.1 entropy:1.127 +2026-01-08 14:39:14 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1032.30 total_reward_ma:1028.11 loss:-0.00953 fps:1712 +frame:8.65e+06 wall_t:5054 t:540625 epi:nan +opt_step:135136 lr:3.378e-05 clip_eps:0.1 entropy:1.173 +2026-01-08 14:39:18 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1035.00 total_reward_ma:1028.34 loss:-0.00526 fps:1712 +frame:8.66e+06 wall_t:5059 t:541250 epi:nan +opt_step:135296 lr:3.353e-05 clip_eps:0.1 entropy:1.158 +2026-01-08 14:39:23 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1039.30 total_reward_ma:1028.60 loss:-0.004049 fps:1712 +frame:8.67e+06 wall_t:5064 t:541875 epi:nan +opt_step:135456 lr:3.327e-05 clip_eps:0.1 entropy:1.075 +2026-01-08 14:39:28 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1039.30 total_reward_ma:1028.84 loss:-0.01058 fps:1712 +frame:8.68e+06 wall_t:5069 t:542500 epi:nan +opt_step:135616 lr:3.301e-05 clip_eps:0.1 entropy:1.262 +2026-01-08 14:39:33 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1038.90 total_reward_ma:1029.04 loss:-0.005453 fps:1713 +frame:8.69e+06 wall_t:5073 t:543125 epi:nan +opt_step:135776 lr:3.276e-05 clip_eps:0.1 entropy:1.164 +2026-01-08 14:39:38 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1038.40 total_reward_ma:1029.23 loss:-0.01313 fps:1713 +frame:8.70e+06 wall_t:5078 t:543750 epi:nan +opt_step:135936 lr:3.25e-05 clip_eps:0.1 entropy:0.9901 +2026-01-08 14:39:42 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1038.70 total_reward_ma:1029.38 loss:-0.009635 fps:1714 +frame:8.71e+06 wall_t:5083 t:544375 epi:nan +opt_step:136064 lr:3.23e-05 clip_eps:0.1 entropy:1.166 +2026-01-08 14:39:48 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1041.80 total_reward_ma:1029.56 loss:0.007174 fps:1714 +frame:8.72e+06 wall_t:5088 t:545000 epi:nan +opt_step:136224 lr:3.204e-05 clip_eps:0.1 entropy:1.107 +2026-01-08 14:39:54 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1042.10 total_reward_ma:1029.72 loss:-0.008464 fps:1714 +frame:8.73e+06 wall_t:5094 t:545625 epi:nan +opt_step:136384 lr:3.179e-05 clip_eps:0.1 entropy:1.059 +2026-01-08 14:40:00 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1044.50 total_reward_ma:1029.88 loss:-0.003344 fps:1714 +frame:8.74e+06 wall_t:5100 t:546250 epi:nan +opt_step:136544 lr:3.153e-05 clip_eps:0.1 entropy:1.039 +2026-01-08 14:40:06 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1040.90 total_reward_ma:1030.00 loss:0.003798 fps:1714 +frame:8.75e+06 wall_t:5106 t:546875 epi:nan +opt_step:136704 lr:3.127e-05 clip_eps:0.1 entropy:1.109 +2026-01-08 14:40:12 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1040.50 total_reward_ma:1030.14 loss:-0.01123 fps:1714 +frame:8.76e+06 wall_t:5112 t:547500 epi:nan +opt_step:136864 lr:3.102e-05 clip_eps:0.1 entropy:1.06 +2026-01-08 14:40:17 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1039.20 total_reward_ma:1030.24 loss:-0.003155 fps:1714 +frame:8.77e+06 wall_t:5118 t:548125 epi:nan +opt_step:137024 lr:3.076e-05 clip_eps:0.1 entropy:1.147 +2026-01-08 14:40:23 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1037.80 total_reward_ma:1030.31 loss:-0.009999 fps:1714 +frame:8.78e+06 wall_t:5123 t:548750 epi:nan +opt_step:137184 lr:3.051e-05 clip_eps:0.1 entropy:1.022 +2026-01-08 14:40:28 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1042.40 total_reward_ma:1030.41 loss:-0.003206 fps:1714 +frame:8.79e+06 wall_t:5129 t:549375 epi:nan +opt_step:137312 lr:3.03e-05 clip_eps:0.1 entropy:1.127 +2026-01-08 14:40:34 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1044.90 total_reward_ma:1030.50 loss:-0.006445 fps:1714 +frame:8.80e+06 wall_t:5134 t:550000 epi:nan +opt_step:137472 lr:3.004e-05 clip_eps:0.1 entropy:1.153 +2026-01-08 14:40:39 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1042.50 total_reward_ma:1030.54 loss:-0.006567 fps:1714 +frame:8.81e+06 wall_t:5140 t:550625 epi:nan +opt_step:137632 lr:2.979e-05 clip_eps:0.1 entropy:1.15 +2026-01-08 14:40:45 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1040.10 total_reward_ma:1030.56 loss:-0.00452 fps:1714 +frame:8.82e+06 wall_t:5145 t:551250 epi:nan +opt_step:137792 lr:2.953e-05 clip_eps:0.1 entropy:1.056 +2026-01-08 14:40:51 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1037.50 total_reward_ma:1030.56 loss:0.002724 fps:1714 +frame:8.83e+06 wall_t:5151 t:551875 epi:nan +opt_step:137952 lr:2.928e-05 clip_eps:0.1 entropy:1.141 +2026-01-08 14:40:57 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1040.00 total_reward_ma:1030.56 loss:-0.003471 fps:1714 +frame:8.84e+06 wall_t:5157 t:552500 epi:nan +opt_step:138112 lr:2.902e-05 clip_eps:0.1 entropy:1.164 +2026-01-08 14:41:02 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1041.90 total_reward_ma:1030.57 loss:0.0006925 fps:1714 +frame:8.85e+06 wall_t:5163 t:553125 epi:nan +opt_step:138272 lr:2.876e-05 clip_eps:0.1 entropy:1.231 +2026-01-08 14:41:08 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1046.00 total_reward_ma:1030.62 loss:-0.003785 fps:1714 +frame:8.86e+06 wall_t:5169 t:553750 epi:nan +opt_step:138432 lr:2.851e-05 clip_eps:0.1 entropy:1.214 +2026-01-08 14:41:14 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1043.20 total_reward_ma:1030.68 loss:-0.004558 fps:1714 +frame:8.87e+06 wall_t:5175 t:554375 epi:nan +opt_step:138592 lr:2.825e-05 clip_eps:0.1 entropy:1.169 +2026-01-08 14:41:19 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1045.20 total_reward_ma:1030.75 loss:-0.004574 fps:1714 +frame:8.88e+06 wall_t:5180 t:555000 epi:nan +opt_step:138720 lr:2.805e-05 clip_eps:0.1 entropy:1.257 +2026-01-08 14:41:25 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1047.30 total_reward_ma:1030.85 loss:-0.006322 fps:1715 +frame:8.89e+06 wall_t:5185 t:555625 epi:nan +opt_step:138880 lr:2.779e-05 clip_eps:0.1 entropy:1.135 +2026-01-08 14:41:30 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1044.70 total_reward_ma:1030.93 loss:-0.005707 fps:1715 +frame:8.90e+06 wall_t:5191 t:556250 epi:nan +opt_step:139040 lr:2.754e-05 clip_eps:0.1 entropy:1.219 +2026-01-08 14:41:36 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1044.00 total_reward_ma:1031.00 loss:-0.002529 fps:1715 +frame:8.91e+06 wall_t:5196 t:556875 epi:nan +opt_step:139200 lr:2.728e-05 clip_eps:0.1 entropy:1.089 +2026-01-08 14:41:41 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1042.50 total_reward_ma:1031.03 loss:-0.01074 fps:1715 +frame:8.92e+06 wall_t:5201 t:557500 epi:nan +opt_step:139360 lr:2.702e-05 clip_eps:0.1 entropy:1.12 +2026-01-08 14:41:46 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1043.40 total_reward_ma:1031.04 loss:-0.006711 fps:1715 +frame:8.93e+06 wall_t:5206 t:558125 epi:nan +opt_step:139520 lr:2.677e-05 clip_eps:0.1 entropy:1.205 +2026-01-08 14:41:51 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1045.30 total_reward_ma:1031.07 loss:-0.004254 fps:1716 +frame:8.94e+06 wall_t:5211 t:558750 epi:nan +opt_step:139680 lr:2.651e-05 clip_eps:0.1 entropy:1.14 +2026-01-08 14:41:56 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1048.10 total_reward_ma:1031.12 loss:-0.01083 fps:1716 +frame:8.95e+06 wall_t:5217 t:559375 epi:nan +opt_step:139840 lr:2.626e-05 clip_eps:0.1 entropy:1.089 +2026-01-08 14:42:01 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1048.90 total_reward_ma:1031.15 loss:-0.006302 fps:1716 +frame:8.96e+06 wall_t:5222 t:560000 epi:nan +opt_step:140000 lr:2.6e-05 clip_eps:0.1 entropy:1.117 +2026-01-08 14:42:06 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1050.30 total_reward_ma:1031.21 loss:-0.00726 fps:1716 +frame:8.97e+06 wall_t:5227 t:560625 epi:nan +opt_step:140128 lr:2.58e-05 clip_eps:0.1 entropy:1.082 +2026-01-08 14:42:11 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1051.50 total_reward_ma:1031.30 loss:-0.003432 fps:1716 +frame:8.98e+06 wall_t:5232 t:561250 epi:nan +opt_step:140288 lr:2.554e-05 clip_eps:0.1 entropy:1.126 +2026-01-08 14:42:16 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1052.20 total_reward_ma:1031.46 loss:-0.003728 fps:1717 +frame:8.99e+06 wall_t:5237 t:561875 epi:nan +opt_step:140448 lr:2.528e-05 clip_eps:0.1 entropy:1.194 +2026-01-08 14:42:22 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1052.40 total_reward_ma:1031.64 loss:-0.01081 fps:1717 +frame:9.00e+06 wall_t:5242 t:562500 epi:nan +opt_step:140608 lr:2.503e-05 clip_eps:0.1 entropy:1.169 +2026-01-08 14:42:26 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1058.30 total_reward_ma:1031.89 loss:-0.008245 fps:1717 +frame:9.01e+06 wall_t:5247 t:563125 epi:nan +opt_step:140768 lr:2.477e-05 clip_eps:0.1 entropy:1.181 +2026-01-08 14:42:31 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1061.80 total_reward_ma:1032.25 loss:-0.006782 fps:1717 +frame:9.02e+06 wall_t:5252 t:563750 epi:nan +opt_step:140928 lr:2.452e-05 clip_eps:0.1 entropy:1.103 +2026-01-08 14:42:36 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1063.00 total_reward_ma:1032.63 loss:-0.01152 fps:1718 +frame:9.03e+06 wall_t:5257 t:564375 epi:nan +opt_step:141088 lr:2.426e-05 clip_eps:0.1 entropy:1.118 +2026-01-08 14:42:42 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1064.80 total_reward_ma:1033.03 loss:-0.005942 fps:1718 +frame:9.04e+06 wall_t:5262 t:565000 epi:nan +opt_step:141248 lr:2.4e-05 clip_eps:0.1 entropy:1.1 +2026-01-08 14:42:47 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1064.20 total_reward_ma:1033.48 loss:-0.007832 fps:1718 +frame:9.05e+06 wall_t:5267 t:565625 epi:nan +opt_step:141376 lr:2.38e-05 clip_eps:0.1 entropy:1.062 +2026-01-08 14:42:52 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1063.70 total_reward_ma:1033.90 loss:-0.005527 fps:1718 +frame:9.06e+06 wall_t:5273 t:566250 epi:nan +opt_step:141536 lr:2.354e-05 clip_eps:0.1 entropy:1.194 +2026-01-08 14:42:57 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1064.50 total_reward_ma:1034.36 loss:-0.003659 fps:1719 +frame:9.07e+06 wall_t:5277 t:566875 epi:nan +opt_step:141696 lr:2.329e-05 clip_eps:0.1 entropy:1.234 +2026-01-08 14:43:02 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1064.10 total_reward_ma:1034.85 loss:-0.003777 fps:1719 +frame:9.08e+06 wall_t:5283 t:567500 epi:nan +opt_step:141856 lr:2.303e-05 clip_eps:0.1 entropy:1.166 +2026-01-08 14:43:07 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1063.90 total_reward_ma:1035.30 loss:-0.009037 fps:1719 +frame:9.09e+06 wall_t:5288 t:568125 epi:nan +opt_step:142016 lr:2.277e-05 clip_eps:0.1 entropy:1.158 +2026-01-08 14:43:13 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1065.20 total_reward_ma:1035.77 loss:-0.009926 fps:1719 +frame:9.10e+06 wall_t:5293 t:568750 epi:nan +opt_step:142176 lr:2.252e-05 clip_eps:0.1 entropy:1.04 +2026-01-08 14:43:18 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1064.10 total_reward_ma:1036.22 loss:-0.0007029 fps:1720 +frame:9.11e+06 wall_t:5298 t:569375 epi:nan +opt_step:142336 lr:2.226e-05 clip_eps:0.1 entropy:1.058 +2026-01-08 14:43:23 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1068.50 total_reward_ma:1036.76 loss:-0.001716 fps:1720 +frame:9.12e+06 wall_t:5303 t:570000 epi:nan +opt_step:142496 lr:2.201e-05 clip_eps:0.1 entropy:1.157 +2026-01-08 14:43:28 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1069.50 total_reward_ma:1037.29 loss:-0.007425 fps:1720 +frame:9.13e+06 wall_t:5309 t:570625 epi:nan +opt_step:142656 lr:2.175e-05 clip_eps:0.1 entropy:1.17 +2026-01-08 14:43:33 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1069.70 total_reward_ma:1037.84 loss:0.00155 fps:1720 +frame:9.14e+06 wall_t:5313 t:571250 epi:nan +opt_step:142784 lr:2.155e-05 clip_eps:0.1 entropy:1.127 +2026-01-08 14:43:38 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1070.40 total_reward_ma:1038.40 loss:-0.00796 fps:1721 +frame:9.15e+06 wall_t:5318 t:571875 epi:nan +opt_step:142944 lr:2.129e-05 clip_eps:0.1 entropy:1.029 +2026-01-08 14:43:43 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1071.90 total_reward_ma:1038.95 loss:-0.005364 fps:1721 +frame:9.16e+06 wall_t:5324 t:572500 epi:nan +opt_step:143104 lr:2.103e-05 clip_eps:0.1 entropy:1.158 +2026-01-08 14:43:48 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1075.40 total_reward_ma:1039.55 loss:-0.002738 fps:1721 +frame:9.17e+06 wall_t:5328 t:573125 epi:nan +opt_step:143264 lr:2.078e-05 clip_eps:0.1 entropy:1.179 +2026-01-08 14:43:53 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1075.60 total_reward_ma:1040.09 loss:-0.01002 fps:1721 +frame:9.18e+06 wall_t:5334 t:573750 epi:nan +opt_step:143424 lr:2.052e-05 clip_eps:0.1 entropy:1.011 +2026-01-08 14:43:58 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1075.60 total_reward_ma:1040.61 loss:-0.000902 fps:1721 +frame:9.19e+06 wall_t:5339 t:574375 epi:nan +opt_step:143584 lr:2.027e-05 clip_eps:0.1 entropy:1.215 +2026-01-08 14:44:03 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1075.10 total_reward_ma:1041.14 loss:0.0066 fps:1722 +frame:9.20e+06 wall_t:5344 t:575000 epi:nan +opt_step:143744 lr:2.001e-05 clip_eps:0.1 entropy:1.138 +2026-01-08 14:44:08 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1074.80 total_reward_ma:1041.59 loss:-0.006971 fps:1722 +frame:9.21e+06 wall_t:5349 t:575625 epi:nan +opt_step:143904 lr:1.975e-05 clip_eps:0.1 entropy:1.067 +2026-01-08 14:44:13 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1075.10 total_reward_ma:1042.03 loss:-0.009068 fps:1722 +frame:9.22e+06 wall_t:5353 t:576250 epi:nan +opt_step:144032 lr:1.955e-05 clip_eps:0.1 entropy:1.115 +2026-01-08 14:44:18 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1072.80 total_reward_ma:1042.48 loss:-0.005112 fps:1723 +frame:9.23e+06 wall_t:5358 t:576875 epi:nan +opt_step:144192 lr:1.929e-05 clip_eps:0.1 entropy:1.034 +2026-01-08 14:44:23 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1073.50 total_reward_ma:1042.90 loss:0.001077 fps:1723 +frame:9.24e+06 wall_t:5363 t:577500 epi:nan +opt_step:144352 lr:1.904e-05 clip_eps:0.1 entropy:1.168 +2026-01-08 14:44:28 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1074.80 total_reward_ma:1043.30 loss:-0.002349 fps:1723 +frame:9.25e+06 wall_t:5369 t:578125 epi:nan +opt_step:144512 lr:1.878e-05 clip_eps:0.1 entropy:1.155 +2026-01-08 14:44:33 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1076.00 total_reward_ma:1043.70 loss:-0.01123 fps:1723 +frame:9.26e+06 wall_t:5374 t:578750 epi:nan +opt_step:144672 lr:1.852e-05 clip_eps:0.1 entropy:1.119 +2026-01-08 14:44:39 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1079.10 total_reward_ma:1044.10 loss:0.0001535 fps:1723 +frame:9.27e+06 wall_t:5379 t:579375 epi:nan +opt_step:144832 lr:1.827e-05 clip_eps:0.1 entropy:1.178 +2026-01-08 14:44:44 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1079.10 total_reward_ma:1044.51 loss:-0.003583 fps:1724 +frame:9.28e+06 wall_t:5384 t:580000 epi:nan +opt_step:144992 lr:1.801e-05 clip_eps:0.1 entropy:1.062 +2026-01-08 14:44:48 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1078.20 total_reward_ma:1044.92 loss:-0.008284 fps:1724 +frame:9.29e+06 wall_t:5389 t:580625 epi:nan +opt_step:145152 lr:1.776e-05 clip_eps:0.1 entropy:1.148 +2026-01-08 14:44:53 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1082.80 total_reward_ma:1045.41 loss:-0.009335 fps:1724 +frame:9.30e+06 wall_t:5394 t:581250 epi:nan +opt_step:145312 lr:1.75e-05 clip_eps:0.1 entropy:1.12 +2026-01-08 14:44:58 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1085.90 total_reward_ma:1045.93 loss:-0.01033 fps:1724 +frame:9.31e+06 wall_t:5399 t:581875 epi:nan +opt_step:145440 lr:1.73e-05 clip_eps:0.1 entropy:0.9959 +2026-01-08 14:45:03 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1082.40 total_reward_ma:1046.42 loss:-0.003288 fps:1725 +frame:9.32e+06 wall_t:5404 t:582500 epi:nan +opt_step:145600 lr:1.704e-05 clip_eps:0.1 entropy:1.261 +2026-01-08 14:45:08 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1078.50 total_reward_ma:1046.90 loss:-0.004922 fps:1725 +frame:9.33e+06 wall_t:5409 t:583125 epi:nan +opt_step:145760 lr:1.678e-05 clip_eps:0.1 entropy:1.075 +2026-01-08 14:45:14 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1079.10 total_reward_ma:1047.41 loss:-0.008333 fps:1725 +frame:9.34e+06 wall_t:5415 t:583750 epi:nan +opt_step:145920 lr:1.653e-05 clip_eps:0.1 entropy:1.023 +2026-01-08 14:45:20 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1079.80 total_reward_ma:1047.96 loss:-0.001877 fps:1725 +frame:9.35e+06 wall_t:5420 t:584375 epi:nan +opt_step:146080 lr:1.627e-05 clip_eps:0.1 entropy:1.168 +2026-01-08 14:45:26 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1075.20 total_reward_ma:1048.48 loss:0.000476 fps:1725 +frame:9.36e+06 wall_t:5426 t:585000 epi:nan +opt_step:146240 lr:1.602e-05 clip_eps:0.1 entropy:1.144 +2026-01-08 14:45:32 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1077.60 total_reward_ma:1049.03 loss:-0.009247 fps:1725 +frame:9.37e+06 wall_t:5432 t:585625 epi:nan +opt_step:146400 lr:1.576e-05 clip_eps:0.1 entropy:1.149 +2026-01-08 14:45:37 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1080.10 total_reward_ma:1049.57 loss:-0.003472 fps:1725 +frame:9.38e+06 wall_t:5438 t:586250 epi:nan +opt_step:146560 lr:1.55e-05 clip_eps:0.1 entropy:1.189 +2026-01-08 14:45:43 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1079.60 total_reward_ma:1050.13 loss:-0.006839 fps:1725 +frame:9.39e+06 wall_t:5443 t:586875 epi:nan +opt_step:146688 lr:1.53e-05 clip_eps:0.1 entropy:1.085 +2026-01-08 14:45:49 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1079.10 total_reward_ma:1050.74 loss:-0.006418 fps:1725 +frame:9.40e+06 wall_t:5449 t:587500 epi:nan +opt_step:146848 lr:1.504e-05 clip_eps:0.1 entropy:1.123 +2026-01-08 14:45:54 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1077.30 total_reward_ma:1051.33 loss:0.00275 fps:1725 +frame:9.41e+06 wall_t:5455 t:588125 epi:nan +opt_step:147008 lr:1.479e-05 clip_eps:0.1 entropy:1.102 +2026-01-08 14:46:00 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1074.60 total_reward_ma:1051.88 loss:-0.005277 fps:1725 +frame:9.42e+06 wall_t:5461 t:588750 epi:nan +opt_step:147168 lr:1.453e-05 clip_eps:0.1 entropy:1.093 +2026-01-08 14:46:06 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1077.00 total_reward_ma:1052.42 loss:-0.008599 fps:1725 +frame:9.43e+06 wall_t:5467 t:589375 epi:nan +opt_step:147328 lr:1.428e-05 clip_eps:0.1 entropy:1.08 +2026-01-08 14:46:12 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1076.20 total_reward_ma:1052.93 loss:-0.004695 fps:1725 +frame:9.44e+06 wall_t:5472 t:590000 epi:nan +opt_step:147488 lr:1.402e-05 clip_eps:0.1 entropy:1.137 +2026-01-08 14:46:18 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1074.80 total_reward_ma:1053.46 loss:-0.002413 fps:1725 +frame:9.45e+06 wall_t:5478 t:590625 epi:nan +opt_step:147648 lr:1.376e-05 clip_eps:0.1 entropy:1.063 +2026-01-08 14:46:23 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1075.80 total_reward_ma:1054.01 loss:0.001386 fps:1725 +frame:9.46e+06 wall_t:5484 t:591250 epi:nan +opt_step:147808 lr:1.351e-05 clip_eps:0.1 entropy:1.076 +2026-01-08 14:46:29 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1076.80 total_reward_ma:1054.59 loss:-0.007674 fps:1725 +frame:9.47e+06 wall_t:5490 t:591875 epi:nan +opt_step:147968 lr:1.325e-05 clip_eps:0.1 entropy:0.9485 +2026-01-08 14:46:34 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1078.80 total_reward_ma:1055.22 loss:0.004118 fps:1725 +frame:9.48e+06 wall_t:5495 t:592500 epi:nan +opt_step:148096 lr:1.305e-05 clip_eps:0.1 entropy:1.217 +2026-01-08 14:46:40 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1074.50 total_reward_ma:1055.79 loss:0.007376 fps:1725 +frame:9.49e+06 wall_t:5500 t:593125 epi:nan +opt_step:148256 lr:1.279e-05 clip_eps:0.1 entropy:1.083 +2026-01-08 14:46:45 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1072.10 total_reward_ma:1056.30 loss:-0.005906 fps:1725 +frame:9.50e+06 wall_t:5506 t:593750 epi:nan +opt_step:148416 lr:1.253e-05 clip_eps:0.1 entropy:1.05 +2026-01-08 14:46:51 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1070.80 total_reward_ma:1056.81 loss:-0.002079 fps:1725 +frame:9.51e+06 wall_t:5512 t:594375 epi:nan +opt_step:148576 lr:1.228e-05 clip_eps:0.1 entropy:1.083 +2026-01-08 14:46:57 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1077.90 total_reward_ma:1057.36 loss:-0.0008091 fps:1726 +frame:9.52e+06 wall_t:5517 t:595000 epi:nan +opt_step:148736 lr:1.202e-05 clip_eps:0.1 entropy:1.094 +2026-01-08 14:47:02 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1078.80 total_reward_ma:1057.87 loss:-0.007462 fps:1726 +frame:9.53e+06 wall_t:5523 t:595625 epi:nan +opt_step:148896 lr:1.177e-05 clip_eps:0.1 entropy:1.013 +2026-01-08 14:47:08 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1078.70 total_reward_ma:1058.42 loss:-0.002654 fps:1725 +frame:9.54e+06 wall_t:5529 t:596250 epi:nan +opt_step:149056 lr:1.151e-05 clip_eps:0.1 entropy:1.056 +2026-01-08 14:47:14 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1080.50 total_reward_ma:1058.99 loss:-0.007812 fps:1725 +frame:9.55e+06 wall_t:5535 t:596875 epi:nan +opt_step:149216 lr:1.125e-05 clip_eps:0.1 entropy:1.039 +2026-01-08 14:47:19 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1077.60 total_reward_ma:1059.48 loss:-0.004603 fps:1726 +frame:9.56e+06 wall_t:5540 t:597500 epi:nan +opt_step:149344 lr:1.105e-05 clip_eps:0.1 entropy:1.082 +2026-01-08 14:47:25 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1072.90 total_reward_ma:1059.93 loss:-0.001256 fps:1726 +frame:9.57e+06 wall_t:5546 t:598125 epi:nan +opt_step:149504 lr:1.079e-05 clip_eps:0.1 entropy:1.076 +2026-01-08 14:47:31 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1068.10 total_reward_ma:1060.30 loss:-0.003122 fps:1726 +frame:9.58e+06 wall_t:5551 t:598750 epi:nan +opt_step:149664 lr:1.054e-05 clip_eps:0.1 entropy:0.9952 +2026-01-08 14:47:37 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1068.10 total_reward_ma:1060.65 loss:-0.001541 fps:1726 +frame:9.59e+06 wall_t:5557 t:599375 epi:nan +opt_step:149824 lr:1.028e-05 clip_eps:0.1 entropy:1.061 +2026-01-08 14:47:42 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1070.30 total_reward_ma:1060.99 loss:0.003789 fps:1726 +frame:9.60e+06 wall_t:5563 t:600000 epi:nan +opt_step:149984 lr:1.003e-05 clip_eps:0.1 entropy:1.158 +2026-01-08 14:47:48 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1067.70 total_reward_ma:1061.31 loss:-0.002413 fps:1726 +frame:9.61e+06 wall_t:5569 t:600625 epi:nan +opt_step:150144 lr:9.77e-06 clip_eps:0.1 entropy:1.028 +2026-01-08 14:47:54 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1068.00 total_reward_ma:1061.62 loss:-0.003937 fps:1726 +frame:9.62e+06 wall_t:5574 t:601250 epi:nan +opt_step:150304 lr:9.514e-06 clip_eps:0.1 entropy:1.059 +2026-01-08 14:48:00 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1066.60 total_reward_ma:1061.94 loss:-0.002052 fps:1726 +frame:9.63e+06 wall_t:5580 t:601875 epi:nan +opt_step:150464 lr:9.258e-06 clip_eps:0.1 entropy:1.003 +2026-01-08 14:48:05 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1064.90 total_reward_ma:1062.25 loss:-0.003413 fps:1726 +frame:9.64e+06 wall_t:5586 t:602500 epi:nan +opt_step:150624 lr:9.002e-06 clip_eps:0.1 entropy:1.214 +2026-01-08 14:48:11 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1062.60 total_reward_ma:1062.55 loss:-0.005298 fps:1726 +frame:9.65e+06 wall_t:5591 t:603125 epi:nan +opt_step:150752 lr:8.797e-06 clip_eps:0.1 entropy:1.017 +2026-01-08 14:48:16 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1059.60 total_reward_ma:1062.80 loss:-0.001809 fps:1726 +frame:9.66e+06 wall_t:5597 t:603750 epi:nan +opt_step:150912 lr:8.541e-06 clip_eps:0.1 entropy:1.174 +2026-01-08 14:48:22 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1058.70 total_reward_ma:1062.99 loss:-0.001159 fps:1726 +frame:9.67e+06 wall_t:5603 t:604375 epi:nan +opt_step:151072 lr:8.285e-06 clip_eps:0.1 entropy:1.108 +2026-01-08 14:48:28 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1058.20 total_reward_ma:1063.18 loss:-0.007188 fps:1726 +frame:9.68e+06 wall_t:5608 t:605000 epi:nan +opt_step:151232 lr:8.029e-06 clip_eps:0.1 entropy:1.151 +2026-01-08 14:48:34 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1060.90 total_reward_ma:1063.40 loss:-0.003324 fps:1726 +frame:9.69e+06 wall_t:5614 t:605625 epi:nan +opt_step:151392 lr:7.773e-06 clip_eps:0.1 entropy:1.081 +2026-01-08 14:48:39 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1064.30 total_reward_ma:1063.66 loss:-0.007439 fps:1726 +frame:9.70e+06 wall_t:5620 t:606250 epi:nan +opt_step:151552 lr:7.517e-06 clip_eps:0.1 entropy:1.132 +2026-01-08 14:48:45 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1065.50 total_reward_ma:1063.93 loss:-0.001436 fps:1726 +frame:9.71e+06 wall_t:5626 t:606875 epi:nan +opt_step:151712 lr:7.261e-06 clip_eps:0.1 entropy:1.122 +2026-01-08 14:48:51 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1062.80 total_reward_ma:1064.13 loss:-0.002025 fps:1726 +frame:9.72e+06 wall_t:5632 t:607500 epi:nan +opt_step:151872 lr:7.005e-06 clip_eps:0.1 entropy:1.098 +2026-01-08 14:48:56 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1059.30 total_reward_ma:1064.31 loss:-0.004202 fps:1726 +frame:9.73e+06 wall_t:5637 t:608125 epi:nan +opt_step:152000 lr:6.8e-06 clip_eps:0.1 entropy:1.17 +2026-01-08 14:49:02 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1056.80 total_reward_ma:1064.43 loss:0.004269 fps:1726 +frame:9.74e+06 wall_t:5643 t:608750 epi:nan +opt_step:152160 lr:6.544e-06 clip_eps:0.1 entropy:1.066 +2026-01-08 14:49:08 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1054.00 total_reward_ma:1064.56 loss:-0.002337 fps:1726 +frame:9.75e+06 wall_t:5648 t:609375 epi:nan +opt_step:152320 lr:6.288e-06 clip_eps:0.1 entropy:1.102 +2026-01-08 14:49:14 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1054.50 total_reward_ma:1064.70 loss:-0.00661 fps:1726 +frame:9.76e+06 wall_t:5654 t:610000 epi:nan +opt_step:152480 lr:6.032e-06 clip_eps:0.1 entropy:1.168 +2026-01-08 14:49:19 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1061.00 total_reward_ma:1064.92 loss:-0.001414 fps:1726 +frame:9.77e+06 wall_t:5660 t:610625 epi:nan +opt_step:152640 lr:5.776e-06 clip_eps:0.1 entropy:1.243 +2026-01-08 14:49:25 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1063.50 total_reward_ma:1065.18 loss:-0.002113 fps:1726 +frame:9.78e+06 wall_t:5666 t:611250 epi:nan +opt_step:152800 lr:5.52e-06 clip_eps:0.1 entropy:1.09 +2026-01-08 14:49:31 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1059.60 total_reward_ma:1065.35 loss:-0.006028 fps:1726 +frame:9.79e+06 wall_t:5671 t:611875 epi:nan +opt_step:152960 lr:5.264e-06 clip_eps:0.1 entropy:1.221 +2026-01-08 14:49:36 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1060.40 total_reward_ma:1065.50 loss:0.0004327 fps:1726 +frame:9.80e+06 wall_t:5677 t:612500 epi:nan +opt_step:153120 lr:5.008e-06 clip_eps:0.1 entropy:1.136 +2026-01-08 14:49:42 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1061.30 total_reward_ma:1065.69 loss:-0.003795 fps:1726 +frame:9.81e+06 wall_t:5683 t:613125 epi:nan +opt_step:153280 lr:4.752e-06 clip_eps:0.1 entropy:1.064 +2026-01-08 14:49:47 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1062.00 total_reward_ma:1065.91 loss:-0.006731 fps:1726 +frame:9.82e+06 wall_t:5688 t:613750 epi:nan +opt_step:153408 lr:4.547e-06 clip_eps:0.1 entropy:1.113 +2026-01-08 14:49:53 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1061.60 total_reward_ma:1066.15 loss:-0.003132 fps:1726 +frame:9.83e+06 wall_t:5694 t:614375 epi:nan +opt_step:153568 lr:4.291e-06 clip_eps:0.1 entropy:1.248 +2026-01-08 14:49:59 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1062.80 total_reward_ma:1066.38 loss:-0.006346 fps:1726 +frame:9.84e+06 wall_t:5700 t:615000 epi:nan +opt_step:153728 lr:4.035e-06 clip_eps:0.1 entropy:1.014 +2026-01-08 14:50:05 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1062.40 total_reward_ma:1066.58 loss:0.0007393 fps:1726 +frame:9.85e+06 wall_t:5706 t:615625 epi:nan +opt_step:153888 lr:3.779e-06 clip_eps:0.1 entropy:1.093 +2026-01-08 14:50:11 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1061.30 total_reward_ma:1066.74 loss:-0.0008105 fps:1726 +frame:9.86e+06 wall_t:5712 t:616250 epi:nan +opt_step:154048 lr:3.523e-06 clip_eps:0.1 entropy:1.125 +2026-01-08 14:50:17 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1062.40 total_reward_ma:1066.93 loss:-0.002713 fps:1726 +frame:9.87e+06 wall_t:5718 t:616875 epi:nan +opt_step:154208 lr:3.267e-06 clip_eps:0.1 entropy:1.167 +2026-01-08 14:50:23 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1062.00 total_reward_ma:1067.10 loss:-0.001214 fps:1726 +frame:9.88e+06 wall_t:5723 t:617500 epi:nan +opt_step:154368 lr:3.011e-06 clip_eps:0.1 entropy:1.149 +2026-01-08 14:50:28 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1058.60 total_reward_ma:1067.21 loss:-0.005533 fps:1726 +frame:9.89e+06 wall_t:5729 t:618125 epi:nan +opt_step:154528 lr:2.755e-06 clip_eps:0.1 entropy:1.041 +2026-01-08 14:50:34 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1060.40 total_reward_ma:1067.37 loss:-0.006657 fps:1727 +frame:9.90e+06 wall_t:5734 t:618750 epi:nan +opt_step:154656 lr:2.55e-06 clip_eps:0.1 entropy:1.131 +2026-01-08 14:50:39 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1060.60 total_reward_ma:1067.53 loss:-0.0001083 fps:1726 +frame:9.91e+06 wall_t:5740 t:619375 epi:nan +opt_step:154816 lr:2.294e-06 clip_eps:0.1 entropy:1.172 +2026-01-08 14:50:45 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1060.30 total_reward_ma:1067.71 loss:-0.003069 fps:1727 +frame:9.92e+06 wall_t:5745 t:620000 epi:nan +opt_step:154976 lr:2.038e-06 clip_eps:0.1 entropy:1.193 +2026-01-08 14:50:50 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1063.20 total_reward_ma:1067.91 loss:-0.003816 fps:1727 +frame:9.93e+06 wall_t:5751 t:620625 epi:nan +opt_step:155136 lr:1.782e-06 clip_eps:0.1 entropy:1.138 +2026-01-08 14:50:56 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1066.20 total_reward_ma:1068.12 loss:-0.002662 fps:1727 +frame:9.94e+06 wall_t:5757 t:621250 epi:nan +opt_step:155296 lr:1.526e-06 clip_eps:0.1 entropy:1.024 +2026-01-08 14:51:02 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1069.40 total_reward_ma:1068.33 loss:-0.003139 fps:1727 +frame:9.95e+06 wall_t:5763 t:621875 epi:nan +opt_step:155456 lr:1.27e-06 clip_eps:0.1 entropy:1.121 +2026-01-08 14:51:08 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1067.60 total_reward_ma:1068.52 loss:-0.0005313 fps:1726 +frame:9.96e+06 wall_t:5769 t:622500 epi:nan +opt_step:155616 lr:1.014e-06 clip_eps:0.1 entropy:1.174 +2026-01-08 14:51:14 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1061.60 total_reward_ma:1068.63 loss:-0.003662 fps:1727 +frame:9.97e+06 wall_t:5774 t:623125 epi:nan +opt_step:155776 lr:7.584e-07 clip_eps:0.1 entropy:1.074 +2026-01-08 14:51:19 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1061.50 total_reward_ma:1068.73 loss:-0.001102 fps:1727 +frame:9.98e+06 wall_t:5780 t:623750 epi:nan +opt_step:155936 lr:5.024e-07 clip_eps:0.1 entropy:1.234 +2026-01-08 14:51:25 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1064.10 total_reward_ma:1068.85 loss:0.003206 fps:1727 +frame:9.99e+06 wall_t:5785 t:624375 epi:nan +opt_step:156064 lr:2.976e-07 clip_eps:0.1 entropy:1.195 +2026-01-08 14:51:30 | INFO | PID:1609 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_bankheist_t0_s3 [train] +total_reward:1062.50 total_reward_ma:1068.95 loss:-0.002226 fps:1727 +frame:1.00e+07 wall_t:5791 t:625000 epi:nan +opt_step:156224 lr:4.16e-08 clip_eps:0.1 entropy:1.114 +2026-01-08 14:51:31 | INFO | PID:1609 | slm_lab.lib.logger:info | Session 3 done diff --git a/data/ppo_atari_lam70_bankheist_2026_01_08_131453/model/ppo_atari_lam70_bankheist_t0_s1_net_model.pt b/data/ppo_atari_lam70_bankheist_2026_01_08_131453/model/ppo_atari_lam70_bankheist_t0_s1_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..0ae2d6e56916381efdeb243008a3ae92f1e36eaf --- /dev/null +++ b/data/ppo_atari_lam70_bankheist_2026_01_08_131453/model/ppo_atari_lam70_bankheist_t0_s1_net_model.pt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:8b517dda634d5b73a5d74c40923d4161e0b7e8740919fa2b03e76d3951cc0bc8 +size 6781347 diff --git a/data/ppo_atari_lam70_bankheist_2026_01_08_131453/ppo_atari_lam70_bankheist_spec.json b/data/ppo_atari_lam70_bankheist_2026_01_08_131453/ppo_atari_lam70_bankheist_spec.json new file mode 100644 index 0000000000000000000000000000000000000000..3d1b6332f9fd6bda65809b71e8695ffa5dd59f67 --- /dev/null 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