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a/data/ppo_atari_lam70_defender_2026_01_07_205238/info/ppo_atari_lam70_defender_t0_trial_metrics_scalar.json b/data/ppo_atari_lam70_defender_2026_01_07_205238/info/ppo_atari_lam70_defender_t0_trial_metrics_scalar.json new file mode 100644 index 0000000000000000000000000000000000000000..e271bb63b5de2f502bbe25942b17780ee1cf23aa --- /dev/null +++ b/data/ppo_atari_lam70_defender_2026_01_07_205238/info/ppo_atari_lam70_defender_t0_trial_metrics_scalar.json @@ -0,0 +1,11 @@ +{ + "frame": 10000000.0, + "total_reward_ma": 51439.41796875, + "strength": 30168.169921875, + "max_strength": 49172.5, + "final_strength": 48494.0, + "sample_efficiency": 1.9099000780897768e-07, + "training_efficiency": 1.2097639228159096e-05, + "stability": 0.9975984692573547, + "consistency": 0.8777953386306763 +} \ No newline at end of file diff --git a/data/ppo_atari_lam70_defender_2026_01_07_205238/log/ppo_atari_lam70_defender_t0.log b/data/ppo_atari_lam70_defender_2026_01_07_205238/log/ppo_atari_lam70_defender_t0.log new file mode 100644 index 0000000000000000000000000000000000000000..92c1fd668a85fbd968a90c4eb7e61280a5208536 --- /dev/null +++ b/data/ppo_atari_lam70_defender_2026_01_07_205238/log/ppo_atari_lam70_defender_t0.log @@ -0,0 +1,5 @@ +2026-01-07 22:45:20 | INFO | PID:1690 | slm_lab.lib.logger:info | trial_metrics: frame:1.00e+07 | total_reward_ma:51439.42 | strength:3.017e+04 | max_strength:4.917e+04 | final_strength:48494 | sample_efficiency:1.91e-07 | training_efficiency:1.21e-05 | stability:0.9976 | consistency:0.8778 +2026-01-07 22:45:20 | INFO | PID:1690 | slm_lab.lib.logger:info | Trial 0 done +2026-01-07 22:45:20 | INFO | PID:1690 | slm_lab.cli.main:run_spec | Output: data/ppo_atari_lam70_defender_2026_01_07_205238 +2026-01-07 22:45:20 | INFO | PID:1690 | slm_lab.lib.hf:cleanup_models | Cleanup saved 103.5 MB +2026-01-07 22:45:20 | INFO | PID:1690 | slm_lab.lib.hf:upload | Uploading data/ppo_atari_lam70_defender_2026_01_07_205238 to SLM-Lab/benchmark-dev/data/ppo_atari_lam70_defender_2026_01_07_205238... diff --git a/data/ppo_atari_lam70_defender_2026_01_07_205238/log/ppo_atari_lam70_defender_t0_s0.log b/data/ppo_atari_lam70_defender_2026_01_07_205238/log/ppo_atari_lam70_defender_t0_s0.log new file mode 100644 index 0000000000000000000000000000000000000000..8b7e90a579db63f125522a7aa8aa369fe4fcc283 --- /dev/null +++ b/data/ppo_atari_lam70_defender_2026_01_07_205238/log/ppo_atari_lam70_defender_t0_s0.log @@ -0,0 +1,2326 @@ +2026-01-07 20:52:42 | INFO | PID:1840 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-07 20:53:06 | INFO | PID:1840 | slm_lab.lib.perf:log_perf_setup | Performance setup: +Platform: GPU NVIDIA GeForce RTX 3070 (compute 8.6) +• GPU cuDNN benchmark: enabled +• GPU memory management: enabled +• GPU TF32 acceleration: enabled +2026-01-07 20:53:06 | INFO | PID:1840 | 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() +) +2026-01-07 20:53:15 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:1550.00 total_reward_ma:1550.00 loss:-0.03028 fps:333.3 +frame:1.00e+04 wall_t:30 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:2.872 +2026-01-07 20:53:21 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:1625.00 total_reward_ma:1587.50 loss:-0.03315 fps:555.6 +frame:2.00e+04 wall_t:36 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:2.863 +2026-01-07 20:53:27 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:2472.22 total_reward_ma:1882.41 loss:-0.03589 fps:714.3 +frame:3.00e+04 wall_t:42 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:2.862 +2026-01-07 20:53:34 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:2010.71 total_reward_ma:1914.48 loss:-0.03334 fps:816.3 +frame:4.00e+04 wall_t:49 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:2.856 +2026-01-07 20:53:41 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:2397.50 total_reward_ma:2011.09 loss:-0.03125 fps:892.9 +frame:5.00e+04 wall_t:56 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:2.847 +2026-01-07 20:53:46 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:2464.81 total_reward_ma:2086.71 loss:-0.04223 fps:983.6 +frame:6.00e+04 wall_t:61 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:2.843 +2026-01-07 20:53:53 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:2513.79 total_reward_ma:2147.72 loss:-0.03813 fps:1029 +frame:7.00e+04 wall_t:68 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:2.845 +2026-01-07 20:54:02 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:2666.18 total_reward_ma:2212.53 loss:-0.03904 fps:1039 +frame:8.00e+04 wall_t:77 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:2.838 +2026-01-07 20:54:09 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:2675.00 total_reward_ma:2263.91 loss:-0.03802 fps:1071 +frame:9.00e+04 wall_t:84 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:2.839 +2026-01-07 20:54:16 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:2701.28 total_reward_ma:2307.65 loss:-0.03743 fps:1099 +frame:1.00e+05 wall_t:91 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:2.831 +2026-01-07 20:54:22 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:2712.50 total_reward_ma:2344.45 loss:-0.03835 fps:1134 +frame:1.10e+05 wall_t:97 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:2.82 +2026-01-07 20:54:28 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:2686.36 total_reward_ma:2372.95 loss:-0.04508 fps:1165 +frame:1.20e+05 wall_t:103 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:2.811 +2026-01-07 20:54:34 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:2734.69 total_reward_ma:2400.77 loss:-0.03664 fps:1193 +frame:1.30e+05 wall_t:109 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:2.814 +2026-01-07 20:54:41 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:2821.30 total_reward_ma:2430.81 loss:-0.03643 fps:1207 +frame:1.40e+05 wall_t:116 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:2.808 +2026-01-07 20:54:48 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:2841.07 total_reward_ma:2458.16 loss:-0.03679 fps:1220 +frame:1.50e+05 wall_t:123 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:2.798 +2026-01-07 20:54:54 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:2890.98 total_reward_ma:2485.21 loss:-0.03875 fps:1231 +frame:1.60e+05 wall_t:130 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:2.799 +2026-01-07 20:55:01 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:2992.42 total_reward_ma:2515.05 loss:-0.04241 fps:1250 +frame:1.70e+05 wall_t:136 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:2.799 +2026-01-07 20:55:06 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:3039.29 total_reward_ma:2544.17 loss:-0.03423 fps:1277 +frame:1.80e+05 wall_t:141 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:2.789 +2026-01-07 20:55:12 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:3098.68 total_reward_ma:2573.36 loss:-0.04507 fps:1293 +frame:1.90e+05 wall_t:147 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:2.79 +2026-01-07 20:55:19 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:3159.26 total_reward_ma:2602.65 loss:-0.02923 fps:1299 +frame:2.00e+05 wall_t:154 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:2.758 +2026-01-07 20:55:26 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:3194.19 total_reward_ma:2630.82 loss:-0.03589 fps:1304 +frame:2.10e+05 wall_t:161 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:2.758 +2026-01-07 20:55:34 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:3212.64 total_reward_ma:2657.27 loss:-0.0422 fps:1302 +frame:2.20e+05 wall_t:169 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:2.721 +2026-01-07 20:55:41 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:3232.45 total_reward_ma:2682.28 loss:-0.03195 fps:1307 +frame:2.30e+05 wall_t:176 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:2.753 +2026-01-07 20:55:47 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:3283.16 total_reward_ma:2707.31 loss:-0.03859 fps:1319 +frame:2.40e+05 wall_t:182 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:2.741 +2026-01-07 20:55:54 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:3380.50 total_reward_ma:2734.24 loss:-0.04132 fps:1316 +frame:2.50e+05 wall_t:190 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:2.747 +2026-01-07 20:56:01 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:3512.00 total_reward_ma:2764.15 loss:-0.03666 fps:1327 +frame:2.60e+05 wall_t:196 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:2.693 +2026-01-07 20:56:09 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:3591.50 total_reward_ma:2794.80 loss:-0.0328 fps:1324 +frame:2.70e+05 wall_t:204 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:2.68 +2026-01-07 20:56:17 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:3688.50 total_reward_ma:2826.71 loss:-0.02772 fps:1321 +frame:2.80e+05 wall_t:212 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:2.724 +2026-01-07 20:56:25 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:3769.00 total_reward_ma:2859.21 loss:-0.03272 fps:1318 +frame:2.90e+05 wall_t:220 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:2.712 +2026-01-07 20:56:33 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:3746.50 total_reward_ma:2888.78 loss:-0.03353 fps:1310 +frame:3.00e+05 wall_t:229 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:2.663 +2026-01-07 20:56:40 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:3927.50 total_reward_ma:2922.29 loss:-0.0448 fps:1314 +frame:3.10e+05 wall_t:236 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:2.649 +2026-01-07 20:56:48 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:3988.50 total_reward_ma:2955.61 loss:-0.02983 fps:1317 +frame:3.20e+05 wall_t:243 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:2.685 +2026-01-07 20:56:55 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:4114.00 total_reward_ma:2990.71 loss:-0.03152 fps:1320 +frame:3.30e+05 wall_t:250 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:2.659 +2026-01-07 20:57:03 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:4093.00 total_reward_ma:3023.13 loss:-0.0268 fps:1318 +frame:3.40e+05 wall_t:258 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:2.636 +2026-01-07 20:57:10 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:4080.50 total_reward_ma:3053.34 loss:-0.04085 fps:1321 +frame:3.50e+05 wall_t:265 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:2.664 +2026-01-07 20:57:17 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:4111.00 total_reward_ma:3082.72 loss:-0.03459 fps:1324 +frame:3.60e+05 wall_t:272 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:2.638 +2026-01-07 20:57:24 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:4199.50 total_reward_ma:3112.91 loss:-0.03606 fps:1326 +frame:3.70e+05 wall_t:279 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:2.665 +2026-01-07 20:57:31 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:4240.00 total_reward_ma:3142.57 loss:-0.02974 fps:1329 +frame:3.80e+05 wall_t:286 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:2.649 +2026-01-07 20:57:38 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:4340.00 total_reward_ma:3173.27 loss:-0.03354 fps:1331 +frame:3.90e+05 wall_t:293 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:2.633 +2026-01-07 20:57:45 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:4330.50 total_reward_ma:3202.20 loss:-0.03187 fps:1329 +frame:4.00e+05 wall_t:301 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:2.632 +2026-01-07 20:57:53 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:4510.50 total_reward_ma:3234.11 loss:-0.03901 fps:1331 +frame:4.10e+05 wall_t:308 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:2.618 +2026-01-07 20:57:59 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:4483.00 total_reward_ma:3263.85 loss:-0.0345 fps:1338 +frame:4.20e+05 wall_t:314 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:2.625 +2026-01-07 20:58:06 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:4533.00 total_reward_ma:3293.36 loss:-0.04024 fps:1340 +frame:4.30e+05 wall_t:321 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:2.642 +2026-01-07 20:58:15 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:4626.50 total_reward_ma:3323.66 loss:-0.03625 fps:1333 +frame:4.40e+05 wall_t:330 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:2.604 +2026-01-07 20:58:22 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:4763.50 total_reward_ma:3355.66 loss:-0.04158 fps:1335 +frame:4.50e+05 wall_t:337 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:2.659 +2026-01-07 20:58:29 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:4822.00 total_reward_ma:3387.53 loss:-0.03113 fps:1337 +frame:4.60e+05 wall_t:344 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:2.615 +2026-01-07 20:58:36 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:4912.00 total_reward_ma:3419.97 loss:-0.03395 fps:1339 +frame:4.70e+05 wall_t:351 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:2.581 +2026-01-07 20:58:43 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:5123.50 total_reward_ma:3455.46 loss:-0.03928 fps:1341 +frame:4.80e+05 wall_t:358 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:2.623 +2026-01-07 20:58:50 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:5219.00 total_reward_ma:3491.45 loss:-0.03727 fps:1342 +frame:4.90e+05 wall_t:365 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:2.585 +2026-01-07 20:58:56 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:5309.00 total_reward_ma:3527.80 loss:-0.04268 fps:1348 +frame:5.00e+05 wall_t:371 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:2.579 +2026-01-07 20:59:04 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:5366.00 total_reward_ma:3563.84 loss:-0.02528 fps:1346 +frame:5.10e+05 wall_t:379 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:2.589 +2026-01-07 20:59:12 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:5492.50 total_reward_ma:3600.93 loss:-0.0304 fps:1344 +frame:5.20e+05 wall_t:387 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:2.54 +2026-01-07 20:59:21 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:5657.00 total_reward_ma:3639.73 loss:-0.03054 fps:1338 +frame:5.30e+05 wall_t:396 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:2.575 +2026-01-07 20:59:29 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:5673.50 total_reward_ma:3677.39 loss:-0.04202 fps:1337 +frame:5.40e+05 wall_t:404 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:2.577 +2026-01-07 20:59:36 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:5590.50 total_reward_ma:3712.17 loss:-0.02721 fps:1338 +frame:5.50e+05 wall_t:411 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:2.494 +2026-01-07 20:59:43 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:5622.00 total_reward_ma:3746.28 loss:-0.02377 fps:1340 +frame:5.60e+05 wall_t:418 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:2.529 +2026-01-07 20:59:50 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:5616.00 total_reward_ma:3779.08 loss:-0.0304 fps:1341 +frame:5.70e+05 wall_t:425 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:2.469 +2026-01-07 20:59:57 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:5636.00 total_reward_ma:3811.09 loss:-0.03222 fps:1343 +frame:5.80e+05 wall_t:432 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:2.475 +2026-01-07 21:00:05 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:5601.50 total_reward_ma:3841.44 loss:-0.03815 fps:1341 +frame:5.90e+05 wall_t:440 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:2.453 +2026-01-07 21:00:12 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:5702.50 total_reward_ma:3872.46 loss:-0.0332 fps:1342 +frame:6.00e+05 wall_t:447 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:2.478 +2026-01-07 21:00:20 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:5785.00 total_reward_ma:3903.81 loss:-0.03475 fps:1341 +frame:6.10e+05 wall_t:455 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:2.479 +2026-01-07 21:00:27 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:5789.00 total_reward_ma:3934.22 loss:-0.03506 fps:1342 +frame:6.20e+05 wall_t:462 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:2.452 +2026-01-07 21:00:34 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:5806.50 total_reward_ma:3963.94 loss:-0.03528 fps:1340 +frame:6.30e+05 wall_t:470 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:2.373 +2026-01-07 21:00:42 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:5840.00 total_reward_ma:3993.25 loss:-0.03218 fps:1342 +frame:6.40e+05 wall_t:477 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:2.416 +2026-01-07 21:00:49 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:5952.50 total_reward_ma:4023.39 loss:-0.02707 fps:1343 +frame:6.50e+05 wall_t:484 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:2.389 +2026-01-07 21:00:56 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:5889.00 total_reward_ma:4051.66 loss:-0.03212 fps:1344 +frame:6.60e+05 wall_t:491 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:2.427 +2026-01-07 21:01:04 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:5970.00 total_reward_ma:4080.29 loss:-0.02726 fps:1343 +frame:6.70e+05 wall_t:499 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:2.346 +2026-01-07 21:01:11 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:6037.00 total_reward_ma:4109.07 loss:-0.03305 fps:1344 +frame:6.80e+05 wall_t:506 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:2.388 +2026-01-07 21:01:17 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:6229.00 total_reward_ma:4139.79 loss:-0.03158 fps:1348 +frame:6.90e+05 wall_t:512 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:2.438 +2026-01-07 21:01:24 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:6457.00 total_reward_ma:4172.89 loss:-0.01517 fps:1346 +frame:7.00e+05 wall_t:520 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:2.324 +2026-01-07 21:01:32 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:6627.50 total_reward_ma:4207.46 loss:-0.01469 fps:1347 +frame:7.10e+05 wall_t:527 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:2.205 +2026-01-07 21:01:39 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:6726.50 total_reward_ma:4242.45 loss:-0.02204 fps:1348 +frame:7.20e+05 wall_t:534 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:2.249 +2026-01-07 21:01:48 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:6930.00 total_reward_ma:4279.27 loss:-0.01397 fps:1344 +frame:7.30e+05 wall_t:543 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:2.338 +2026-01-07 21:01:55 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:6763.50 total_reward_ma:4312.84 loss:-0.02818 fps:1345 +frame:7.40e+05 wall_t:550 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:2.182 +2026-01-07 21:02:03 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:6738.00 total_reward_ma:4345.17 loss:-0.02929 fps:1344 +frame:7.50e+05 wall_t:558 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:2.275 +2026-01-07 21:02:11 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:6812.50 total_reward_ma:4377.64 loss:-0.02428 fps:1343 +frame:7.60e+05 wall_t:566 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:2.292 +2026-01-07 21:02:18 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:6866.50 total_reward_ma:4409.96 loss:-0.02134 fps:1344 +frame:7.70e+05 wall_t:573 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:2.36 +2026-01-07 21:02:25 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:6910.50 total_reward_ma:4442.02 loss:-0.03279 fps:1345 +frame:7.80e+05 wall_t:580 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:2.397 +2026-01-07 21:02:33 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:6979.00 total_reward_ma:4474.13 loss:-0.019 fps:1344 +frame:7.90e+05 wall_t:588 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:2.156 +2026-01-07 21:02:39 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:7024.00 total_reward_ma:4506.01 loss:-0.02192 fps:1347 +frame:8.00e+05 wall_t:594 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:2.337 +2026-01-07 21:02:45 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:6926.50 total_reward_ma:4535.89 loss:-0.02954 fps:1350 +frame:8.10e+05 wall_t:600 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:2.312 +2026-01-07 21:02:52 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:7168.50 total_reward_ma:4567.99 loss:-0.02671 fps:1351 +frame:8.20e+05 wall_t:607 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:2.265 +2026-01-07 21:03:00 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:6968.00 total_reward_ma:4596.91 loss:-0.03511 fps:1350 +frame:8.30e+05 wall_t:615 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:2.388 +2026-01-07 21:03:08 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:6932.00 total_reward_ma:4624.71 loss:-0.02771 fps:1348 +frame:8.40e+05 wall_t:623 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:2.288 +2026-01-07 21:03:15 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:7089.50 total_reward_ma:4653.71 loss:-0.02153 fps:1349 +frame:8.50e+05 wall_t:630 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:2.262 +2026-01-07 21:03:22 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:7186.00 total_reward_ma:4683.15 loss:-0.02658 fps:1350 +frame:8.60e+05 wall_t:637 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:2.233 +2026-01-07 21:03:29 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:7248.50 total_reward_ma:4712.64 loss:-0.02363 fps:1351 +frame:8.70e+05 wall_t:644 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:2.077 +2026-01-07 21:03:37 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:7310.50 total_reward_ma:4742.16 loss:-0.01437 fps:1350 +frame:8.80e+05 wall_t:652 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:2.154 +2026-01-07 21:03:44 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:7558.50 total_reward_ma:4773.80 loss:-0.03178 fps:1351 +frame:8.90e+05 wall_t:659 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:2.366 +2026-01-07 21:03:52 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:7754.50 total_reward_ma:4806.92 loss:-0.02249 fps:1349 +frame:9.00e+05 wall_t:667 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:2.209 +2026-01-07 21:03:59 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:7865.50 total_reward_ma:4840.53 loss:-0.02658 fps:1350 +frame:9.10e+05 wall_t:674 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:2.161 +2026-01-07 21:04:07 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:8090.00 total_reward_ma:4875.85 loss:-0.02311 fps:1349 +frame:9.20e+05 wall_t:682 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:2.246 +2026-01-07 21:04:14 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:8280.00 total_reward_ma:4912.46 loss:-0.0224 fps:1350 +frame:9.30e+05 wall_t:689 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:2.147 +2026-01-07 21:04:21 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:8245.50 total_reward_ma:4947.92 loss:-0.006469 fps:1351 +frame:9.40e+05 wall_t:696 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:2.042 +2026-01-07 21:04:30 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:8414.50 total_reward_ma:4984.41 loss:-0.01706 fps:1348 +frame:9.50e+05 wall_t:705 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:2.082 +2026-01-07 21:04:37 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:8325.00 total_reward_ma:5019.20 loss:-0.02194 fps:1348 +frame:9.60e+05 wall_t:712 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:1.984 +2026-01-07 21:04:46 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:8541.50 total_reward_ma:5055.52 loss:-0.01767 fps:1345 +frame:9.70e+05 wall_t:721 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:1.978 +2026-01-07 21:04:53 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:8644.00 total_reward_ma:5092.13 loss:-0.009846 fps:1346 +frame:9.80e+05 wall_t:728 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:1.951 +2026-01-07 21:05:01 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:8691.50 total_reward_ma:5128.49 loss:-0.005596 fps:1345 +frame:9.90e+05 wall_t:736 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:1.951 +2026-01-07 21:05:08 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:8810.00 total_reward_ma:5165.31 loss:-0.01085 fps:1346 +frame:1.00e+06 wall_t:743 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:1.986 +2026-01-07 21:05:15 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:8683.50 total_reward_ma:5236.64 loss:-0.02298 fps:1347 +frame:1.01e+06 wall_t:750 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:2.016 +2026-01-07 21:05:22 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:8801.50 total_reward_ma:5308.40 loss:-0.007684 fps:1347 +frame:1.02e+06 wall_t:757 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:2.085 +2026-01-07 21:05:29 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:8764.50 total_reward_ma:5371.33 loss:-0.01922 fps:1348 +frame:1.03e+06 wall_t:764 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:2.032 +2026-01-07 21:05:36 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:8977.00 total_reward_ma:5440.99 loss:-0.01929 fps:1349 +frame:1.04e+06 wall_t:771 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:2.045 +2026-01-07 21:05:43 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:8984.50 total_reward_ma:5506.86 loss:-0.01369 fps:1350 +frame:1.05e+06 wall_t:778 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:2.057 +2026-01-07 21:05:50 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:8934.50 total_reward_ma:5571.56 loss:-0.004429 fps:1350 +frame:1.06e+06 wall_t:785 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:1.991 +2026-01-07 21:05:57 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:8881.00 total_reward_ma:5635.23 loss:-0.02367 fps:1351 +frame:1.07e+06 wall_t:792 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:2.107 +2026-01-07 21:06:05 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:9138.50 total_reward_ma:5699.95 loss:-0.0159 fps:1350 +frame:1.08e+06 wall_t:800 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:1.933 +2026-01-07 21:06:14 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:9342.50 total_reward_ma:5766.63 loss:-0.01628 fps:1347 +frame:1.09e+06 wall_t:809 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:2.05 +2026-01-07 21:06:22 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:9390.00 total_reward_ma:5833.52 loss:-0.02532 fps:1346 +frame:1.10e+06 wall_t:817 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:2.145 +2026-01-07 21:06:29 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:9384.50 total_reward_ma:5900.23 loss:-0.0109 fps:1347 +frame:1.11e+06 wall_t:824 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:2.191 +2026-01-07 21:06:36 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:9506.50 total_reward_ma:5968.44 loss:-0.02632 fps:1348 +frame:1.12e+06 wall_t:831 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:2.197 +2026-01-07 21:06:43 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:9581.00 total_reward_ma:6036.90 loss:-0.01889 fps:1348 +frame:1.13e+06 wall_t:838 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:2.071 +2026-01-07 21:06:50 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:9805.50 total_reward_ma:6106.74 loss:-0.003611 fps:1349 +frame:1.14e+06 wall_t:845 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:1.941 +2026-01-07 21:06:57 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:9606.00 total_reward_ma:6174.39 loss:-0.01613 fps:1348 +frame:1.15e+06 wall_t:853 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:1.969 +2026-01-07 21:07:05 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:10045.00 total_reward_ma:6245.93 loss:-0.008467 fps:1349 +frame:1.16e+06 wall_t:860 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:2.011 +2026-01-07 21:07:12 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:10030.00 total_reward_ma:6316.31 loss:-0.01372 fps:1349 +frame:1.17e+06 wall_t:867 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:1.847 +2026-01-07 21:07:19 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:9817.50 total_reward_ma:6384.09 loss:-0.004268 fps:1349 +frame:1.18e+06 wall_t:875 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:1.936 +2026-01-07 21:07:27 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:9963.00 total_reward_ma:6452.73 loss:-0.01882 fps:1349 +frame:1.19e+06 wall_t:882 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:1.961 +2026-01-07 21:07:33 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:10175.00 total_reward_ma:6522.89 loss:0.002333 fps:1351 +frame:1.20e+06 wall_t:888 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:1.756 +2026-01-07 21:07:41 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:10261.50 total_reward_ma:6593.56 loss:-0.01517 fps:1350 +frame:1.21e+06 wall_t:896 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:1.972 +2026-01-07 21:07:48 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:10341.00 total_reward_ma:6664.85 loss:-0.01251 fps:1351 +frame:1.22e+06 wall_t:903 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:1.845 +2026-01-07 21:07:55 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:10549.50 total_reward_ma:6738.02 loss:-0.004578 fps:1352 +frame:1.23e+06 wall_t:910 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:1.781 +2026-01-07 21:08:02 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:10734.50 total_reward_ma:6812.53 loss:-0.00794 fps:1352 +frame:1.24e+06 wall_t:917 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:1.808 +2026-01-07 21:08:09 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:11232.00 total_reward_ma:6891.04 loss:-0.01725 fps:1351 +frame:1.25e+06 wall_t:925 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:1.797 +2026-01-07 21:08:17 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:11408.50 total_reward_ma:6970.01 loss:-0.005676 fps:1352 +frame:1.26e+06 wall_t:932 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:1.753 +2026-01-07 21:08:23 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:11636.50 total_reward_ma:7050.46 loss:-0.0008209 fps:1354 +frame:1.27e+06 wall_t:938 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:1.913 +2026-01-07 21:08:30 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:11723.50 total_reward_ma:7130.81 loss:-0.009856 fps:1354 +frame:1.28e+06 wall_t:945 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:1.868 +2026-01-07 21:08:36 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:12187.50 total_reward_ma:7215.00 loss:-0.01254 fps:1356 +frame:1.29e+06 wall_t:951 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:1.767 +2026-01-07 21:08:44 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:12145.00 total_reward_ma:7298.98 loss:-0.008701 fps:1356 +frame:1.30e+06 wall_t:959 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:1.9 +2026-01-07 21:08:52 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:12281.50 total_reward_ma:7382.52 loss:-0.0001939 fps:1355 +frame:1.31e+06 wall_t:967 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:1.88 +2026-01-07 21:08:59 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:12540.50 total_reward_ma:7468.04 loss:-0.01841 fps:1355 +frame:1.32e+06 wall_t:974 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:1.849 +2026-01-07 21:09:07 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:12853.50 total_reward_ma:7555.44 loss:-0.01603 fps:1354 +frame:1.33e+06 wall_t:982 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:1.9 +2026-01-07 21:09:14 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:12988.00 total_reward_ma:7644.38 loss:0.002588 fps:1355 +frame:1.34e+06 wall_t:989 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:1.893 +2026-01-07 21:09:20 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:13189.50 total_reward_ma:7735.48 loss:-0.02252 fps:1357 +frame:1.35e+06 wall_t:995 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:1.893 +2026-01-07 21:09:27 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:13747.50 total_reward_ma:7831.84 loss:0.007131 fps:1357 +frame:1.36e+06 wall_t:1002 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:1.85 +2026-01-07 21:09:33 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:13668.00 total_reward_ma:7926.52 loss:-0.01186 fps:1359 +frame:1.37e+06 wall_t:1008 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:1.865 +2026-01-07 21:09:40 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:13823.00 total_reward_ma:8022.35 loss:-0.006314 fps:1360 +frame:1.38e+06 wall_t:1015 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:1.763 +2026-01-07 21:09:47 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:13757.50 total_reward_ma:8116.53 loss:-0.02036 fps:1360 +frame:1.39e+06 wall_t:1022 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:1.963 +2026-01-07 21:09:53 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:13791.50 total_reward_ma:8211.14 loss:-0.008469 fps:1362 +frame:1.40e+06 wall_t:1028 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:1.83 +2026-01-07 21:10:00 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:13957.00 total_reward_ma:8305.61 loss:-0.01388 fps:1362 +frame:1.41e+06 wall_t:1035 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:1.797 +2026-01-07 21:10:07 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:14137.50 total_reward_ma:8402.15 loss:-0.008694 fps:1363 +frame:1.42e+06 wall_t:1042 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:1.934 +2026-01-07 21:10:14 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:14209.00 total_reward_ma:8498.91 loss:0.01384 fps:1363 +frame:1.43e+06 wall_t:1049 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:1.718 +2026-01-07 21:10:21 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:14391.50 total_reward_ma:8596.56 loss:0.001575 fps:1364 +frame:1.44e+06 wall_t:1056 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:1.704 +2026-01-07 21:10:28 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:14366.50 total_reward_ma:8692.59 loss:-0.003193 fps:1364 +frame:1.45e+06 wall_t:1063 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:1.671 +2026-01-07 21:10:34 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:14471.00 total_reward_ma:8789.08 loss:-0.0003686 fps:1366 +frame:1.46e+06 wall_t:1069 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:1.61 +2026-01-07 21:10:41 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:14385.50 total_reward_ma:8883.82 loss:-0.0007226 fps:1366 +frame:1.47e+06 wall_t:1076 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:1.615 +2026-01-07 21:10:49 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:14565.00 total_reward_ma:8978.23 loss:0.01167 fps:1365 +frame:1.48e+06 wall_t:1084 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:1.586 +2026-01-07 21:10:56 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:14536.50 total_reward_ma:9071.41 loss:-0.003729 fps:1366 +frame:1.49e+06 wall_t:1091 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:1.726 +2026-01-07 21:11:04 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:14539.00 total_reward_ma:9163.71 loss:-0.005427 fps:1365 +frame:1.50e+06 wall_t:1099 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:1.678 +2026-01-07 21:11:11 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:14577.50 total_reward_ma:9255.82 loss:-0.01296 fps:1364 +frame:1.51e+06 wall_t:1107 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:1.802 +2026-01-07 21:11:18 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:14920.50 total_reward_ma:9350.10 loss:0.004364 fps:1364 +frame:1.52e+06 wall_t:1114 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:1.858 +2026-01-07 21:11:25 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:15190.00 total_reward_ma:9445.43 loss:0.0006662 fps:1366 +frame:1.53e+06 wall_t:1120 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:1.809 +2026-01-07 21:11:31 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:15352.50 total_reward_ma:9542.22 loss:-0.006096 fps:1368 +frame:1.54e+06 wall_t:1126 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:1.629 +2026-01-07 21:11:37 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:15541.50 total_reward_ma:9641.73 loss:0.002988 fps:1369 +frame:1.55e+06 wall_t:1132 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:1.71 +2026-01-07 21:11:44 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:15892.50 total_reward_ma:9744.43 loss:-0.007521 fps:1370 +frame:1.56e+06 wall_t:1139 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:1.758 +2026-01-07 21:11:52 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:15996.50 total_reward_ma:9848.24 loss:-0.01667 fps:1369 +frame:1.57e+06 wall_t:1147 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:1.886 +2026-01-07 21:11:58 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:16056.50 total_reward_ma:9952.45 loss:-0.01057 fps:1370 +frame:1.58e+06 wall_t:1153 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:1.8 +2026-01-07 21:12:05 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:16222.50 total_reward_ma:10058.66 loss:0.003436 fps:1371 +frame:1.59e+06 wall_t:1160 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:1.722 +2026-01-07 21:12:13 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:16468.50 total_reward_ma:10166.32 loss:0.00685 fps:1370 +frame:1.60e+06 wall_t:1168 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:1.685 +2026-01-07 21:12:21 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:16535.50 total_reward_ma:10273.82 loss:0.008225 fps:1369 +frame:1.61e+06 wall_t:1176 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:1.521 +2026-01-07 21:12:28 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:16545.50 total_reward_ma:10381.38 loss:-0.006649 fps:1369 +frame:1.62e+06 wall_t:1183 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:1.716 +2026-01-07 21:12:34 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:16629.50 total_reward_ma:10489.62 loss:0.01423 fps:1371 +frame:1.63e+06 wall_t:1189 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:1.585 +2026-01-07 21:12:42 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:16385.00 total_reward_ma:10595.07 loss:0.005714 fps:1370 +frame:1.64e+06 wall_t:1197 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:1.809 +2026-01-07 21:12:49 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:16455.00 total_reward_ma:10700.09 loss:0.002898 fps:1370 +frame:1.65e+06 wall_t:1204 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:1.745 +2026-01-07 21:12:55 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:16603.50 total_reward_ma:10807.24 loss:-0.009593 fps:1372 +frame:1.66e+06 wall_t:1210 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:1.665 +2026-01-07 21:13:01 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:16667.50 total_reward_ma:10914.21 loss:-0.009903 fps:1373 +frame:1.67e+06 wall_t:1216 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:1.687 +2026-01-07 21:13:07 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:17014.00 total_reward_ma:11023.98 loss:0.0213 fps:1375 +frame:1.68e+06 wall_t:1222 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:1.627 +2026-01-07 21:13:14 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:17182.50 total_reward_ma:11133.51 loss:0.01618 fps:1375 +frame:1.69e+06 wall_t:1229 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:1.659 +2026-01-07 21:13:19 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:17525.00 total_reward_ma:11244.20 loss:0.008461 fps:1378 +frame:1.70e+06 wall_t:1234 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:1.469 +2026-01-07 21:13:25 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:17432.00 total_reward_ma:11352.24 loss:0.01711 fps:1379 +frame:1.71e+06 wall_t:1240 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:1.486 +2026-01-07 21:13:31 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:17270.50 total_reward_ma:11457.68 loss:0.002841 fps:1380 +frame:1.72e+06 wall_t:1246 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:1.653 +2026-01-07 21:13:37 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:17626.50 total_reward_ma:11564.64 loss:-0.003254 fps:1382 +frame:1.73e+06 wall_t:1252 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:1.748 +2026-01-07 21:13:43 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:17387.50 total_reward_ma:11670.88 loss:0.01258 fps:1383 +frame:1.74e+06 wall_t:1258 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:1.675 +2026-01-07 21:13:50 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:17381.00 total_reward_ma:11777.32 loss:0.005765 fps:1383 +frame:1.75e+06 wall_t:1265 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:1.467 +2026-01-07 21:13:56 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:17274.00 total_reward_ma:11881.93 loss:0.01456 fps:1385 +frame:1.76e+06 wall_t:1271 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:1.589 +2026-01-07 21:14:02 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:17311.00 total_reward_ma:11986.38 loss:-0.004735 fps:1386 +frame:1.77e+06 wall_t:1277 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:1.683 +2026-01-07 21:14:08 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:17105.00 total_reward_ma:12088.32 loss:0.008152 fps:1387 +frame:1.78e+06 wall_t:1283 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:1.503 +2026-01-07 21:14:14 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:17042.50 total_reward_ma:12188.96 loss:0.008039 fps:1389 +frame:1.79e+06 wall_t:1289 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:1.562 +2026-01-07 21:14:19 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:17107.00 total_reward_ma:12289.79 loss:-0.0004339 fps:1391 +frame:1.80e+06 wall_t:1294 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:1.69 +2026-01-07 21:14:25 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:16889.50 total_reward_ma:12389.42 loss:0.03744 fps:1391 +frame:1.81e+06 wall_t:1301 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:1.57 +2026-01-07 21:14:32 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:17209.00 total_reward_ma:12489.82 loss:0.003736 fps:1393 +frame:1.82e+06 wall_t:1307 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:1.434 +2026-01-07 21:14:38 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:17168.50 total_reward_ma:12591.83 loss:-0.001334 fps:1393 +frame:1.83e+06 wall_t:1314 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:1.52 +2026-01-07 21:14:46 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:17559.00 total_reward_ma:12698.09 loss:0.007823 fps:1393 +frame:1.84e+06 wall_t:1321 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:1.579 +2026-01-07 21:14:54 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:18093.50 total_reward_ma:12808.13 loss:0.01449 fps:1392 +frame:1.85e+06 wall_t:1329 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:1.488 +2026-01-07 21:15:01 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:18139.50 total_reward_ma:12917.67 loss:0.007832 fps:1392 +frame:1.86e+06 wall_t:1336 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:1.532 +2026-01-07 21:15:08 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:17812.50 total_reward_ma:13023.31 loss:0.03198 fps:1392 +frame:1.87e+06 wall_t:1343 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:1.576 +2026-01-07 21:15:15 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:17751.50 total_reward_ma:13127.72 loss:0.02972 fps:1393 +frame:1.88e+06 wall_t:1350 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:1.522 +2026-01-07 21:15:21 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:18177.00 total_reward_ma:13233.91 loss:0.02005 fps:1394 +frame:1.89e+06 wall_t:1356 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:1.381 +2026-01-07 21:15:29 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:18161.00 total_reward_ma:13337.97 loss:0.03096 fps:1393 +frame:1.90e+06 wall_t:1364 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:1.511 +2026-01-07 21:15:37 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:18469.00 total_reward_ma:13444.00 loss:0.01782 fps:1392 +frame:1.91e+06 wall_t:1372 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:1.36 +2026-01-07 21:15:45 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:18612.50 total_reward_ma:13549.23 loss:0.04357 fps:1391 +frame:1.92e+06 wall_t:1380 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:1.517 +2026-01-07 21:15:52 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:18761.50 total_reward_ma:13654.04 loss:-0.003466 fps:1391 +frame:1.93e+06 wall_t:1387 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:1.459 +2026-01-07 21:15:59 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:18801.50 total_reward_ma:13759.61 loss:0.006177 fps:1392 +frame:1.94e+06 wall_t:1394 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:1.448 +2026-01-07 21:16:06 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:19071.00 total_reward_ma:13866.17 loss:0.01346 fps:1392 +frame:1.95e+06 wall_t:1401 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:1.708 +2026-01-07 21:16:13 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:19136.00 total_reward_ma:13974.28 loss:0.003561 fps:1392 +frame:1.96e+06 wall_t:1408 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:1.452 +2026-01-07 21:16:20 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:19331.50 total_reward_ma:14082.18 loss:0.002165 fps:1392 +frame:1.97e+06 wall_t:1415 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:1.416 +2026-01-07 21:16:27 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:19714.50 total_reward_ma:14192.88 loss:0.01866 fps:1392 +frame:1.98e+06 wall_t:1422 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:1.542 +2026-01-07 21:16:34 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:20277.50 total_reward_ma:14308.75 loss:0.008189 fps:1392 +frame:1.99e+06 wall_t:1430 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:1.409 +2026-01-07 21:16:42 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:20654.00 total_reward_ma:14427.18 loss:0.005944 fps:1392 +frame:2.00e+06 wall_t:1437 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:1.601 +2026-01-07 21:16:49 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:20665.50 total_reward_ma:14547.00 loss:-0.006453 fps:1392 +frame:2.01e+06 wall_t:1444 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:1.627 +2026-01-07 21:16:56 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:20779.50 total_reward_ma:14666.79 loss:0.003155 fps:1391 +frame:2.02e+06 wall_t:1452 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:1.638 +2026-01-07 21:17:04 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:21503.50 total_reward_ma:14794.17 loss:0.03949 fps:1391 +frame:2.03e+06 wall_t:1459 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:1.421 +2026-01-07 21:17:10 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:20753.00 total_reward_ma:14911.93 loss:0.005062 fps:1392 +frame:2.04e+06 wall_t:1465 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:1.515 +2026-01-07 21:17:17 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:20629.00 total_reward_ma:15028.38 loss:0.009679 fps:1393 +frame:2.05e+06 wall_t:1472 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:1.609 +2026-01-07 21:17:24 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:20575.00 total_reward_ma:15144.79 loss:0.01168 fps:1393 +frame:2.06e+06 wall_t:1479 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:1.644 +2026-01-07 21:17:31 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:20762.50 total_reward_ma:15263.60 loss:0.04983 fps:1393 +frame:2.07e+06 wall_t:1486 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:1.349 +2026-01-07 21:17:39 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:21047.00 total_reward_ma:15382.68 loss:0.02496 fps:1392 +frame:2.08e+06 wall_t:1494 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:1.508 +2026-01-07 21:17:47 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:21621.50 total_reward_ma:15505.47 loss:0.01607 fps:1391 +frame:2.09e+06 wall_t:1502 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:1.503 +2026-01-07 21:17:55 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:21824.50 total_reward_ma:15629.82 loss:0.02042 fps:1391 +frame:2.10e+06 wall_t:1510 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:1.499 +2026-01-07 21:18:02 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:21723.50 total_reward_ma:15753.21 loss:0.002928 fps:1391 +frame:2.11e+06 wall_t:1517 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:1.566 +2026-01-07 21:18:09 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:22218.00 total_reward_ma:15880.33 loss:0.0359 fps:1391 +frame:2.12e+06 wall_t:1524 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:1.406 +2026-01-07 21:18:16 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:22364.00 total_reward_ma:16008.16 loss:0.02212 fps:1391 +frame:2.13e+06 wall_t:1531 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:1.442 +2026-01-07 21:18:23 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:22196.50 total_reward_ma:16132.07 loss:0.01456 fps:1391 +frame:2.14e+06 wall_t:1538 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:1.387 +2026-01-07 21:18:31 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:21868.50 total_reward_ma:16254.69 loss:0.007794 fps:1391 +frame:2.15e+06 wall_t:1546 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:1.502 +2026-01-07 21:18:38 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:21851.50 total_reward_ma:16372.75 loss:-0.001564 fps:1390 +frame:2.16e+06 wall_t:1554 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:1.447 +2026-01-07 21:18:46 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:22154.00 total_reward_ma:16493.99 loss:0.01293 fps:1390 +frame:2.17e+06 wall_t:1561 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:1.539 +2026-01-07 21:18:52 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:22051.00 total_reward_ma:16616.33 loss:0.01095 fps:1391 +frame:2.18e+06 wall_t:1567 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:1.655 +2026-01-07 21:18:58 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:22122.00 total_reward_ma:16737.92 loss:0.03012 fps:1392 +frame:2.19e+06 wall_t:1573 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:1.605 +2026-01-07 21:19:04 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:22265.00 total_reward_ma:16858.82 loss:-0.003325 fps:1393 +frame:2.20e+06 wall_t:1579 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:1.581 +2026-01-07 21:19:12 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:21955.50 total_reward_ma:16975.76 loss:0.006044 fps:1393 +frame:2.21e+06 wall_t:1587 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:1.721 +2026-01-07 21:19:19 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:21882.00 total_reward_ma:17091.17 loss:-0.006987 fps:1393 +frame:2.22e+06 wall_t:1594 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:1.698 +2026-01-07 21:19:26 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:21375.00 total_reward_ma:17199.43 loss:0.004661 fps:1392 +frame:2.23e+06 wall_t:1602 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:1.47 +2026-01-07 21:19:33 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:21099.50 total_reward_ma:17303.07 loss:0.0112 fps:1393 +frame:2.24e+06 wall_t:1608 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:1.563 +2026-01-07 21:19:41 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:21365.00 total_reward_ma:17404.40 loss:0.0137 fps:1392 +frame:2.25e+06 wall_t:1616 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:1.595 +2026-01-07 21:19:49 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:21672.50 total_reward_ma:17507.04 loss:-0.001387 fps:1392 +frame:2.26e+06 wall_t:1624 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:1.647 +2026-01-07 21:19:56 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:21675.00 total_reward_ma:17607.43 loss:0.02084 fps:1392 +frame:2.27e+06 wall_t:1631 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:1.623 +2026-01-07 21:20:03 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:21461.50 total_reward_ma:17704.81 loss:-0.004149 fps:1392 +frame:2.28e+06 wall_t:1638 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:1.6 +2026-01-07 21:20:10 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:21249.00 total_reward_ma:17795.43 loss:-0.0005519 fps:1392 +frame:2.29e+06 wall_t:1645 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:1.8 +2026-01-07 21:20:17 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:21142.50 total_reward_ma:17885.40 loss:0.01082 fps:1392 +frame:2.30e+06 wall_t:1652 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:1.499 +2026-01-07 21:20:23 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:21285.50 total_reward_ma:17975.44 loss:0.002949 fps:1393 +frame:2.31e+06 wall_t:1658 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:1.415 +2026-01-07 21:20:29 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:21267.50 total_reward_ma:18062.71 loss:0.003743 fps:1394 +frame:2.32e+06 wall_t:1664 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:1.531 +2026-01-07 21:20:37 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:21200.00 total_reward_ma:18146.18 loss:0.02442 fps:1394 +frame:2.33e+06 wall_t:1672 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:1.295 +2026-01-07 21:20:44 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:21096.00 total_reward_ma:18227.26 loss:0.02357 fps:1394 +frame:2.34e+06 wall_t:1679 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:1.45 +2026-01-07 21:20:50 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:21337.50 total_reward_ma:18308.73 loss:0.01054 fps:1395 +frame:2.35e+06 wall_t:1685 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:1.391 +2026-01-07 21:20:56 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:21298.00 total_reward_ma:18384.24 loss:0.01931 fps:1395 +frame:2.36e+06 wall_t:1692 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:1.398 +2026-01-07 21:21:03 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:21552.00 total_reward_ma:18463.08 loss:0.01622 fps:1396 +frame:2.37e+06 wall_t:1698 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:1.326 +2026-01-07 21:21:11 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:21497.00 total_reward_ma:18539.82 loss:0.001998 fps:1395 +frame:2.38e+06 wall_t:1706 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:1.538 +2026-01-07 21:21:17 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:21685.00 total_reward_ma:18619.10 loss:-0.002826 fps:1396 +frame:2.39e+06 wall_t:1712 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:1.58 +2026-01-07 21:21:25 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:21941.50 total_reward_ma:18700.60 loss:0.005378 fps:1395 +frame:2.40e+06 wall_t:1720 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:1.477 +2026-01-07 21:21:32 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:21951.00 total_reward_ma:18780.54 loss:0.01978 fps:1395 +frame:2.41e+06 wall_t:1727 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:1.475 +2026-01-07 21:21:39 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:22537.00 total_reward_ma:18864.53 loss:0.02077 fps:1396 +frame:2.42e+06 wall_t:1734 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:1.523 +2026-01-07 21:21:46 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:22744.50 total_reward_ma:18949.88 loss:0.01655 fps:1396 +frame:2.43e+06 wall_t:1741 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:1.397 +2026-01-07 21:21:55 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:22540.00 total_reward_ma:19031.37 loss:0.01943 fps:1394 +frame:2.44e+06 wall_t:1750 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:1.285 +2026-01-07 21:22:01 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:22671.00 total_reward_ma:19114.41 loss:0.002228 fps:1395 +frame:2.45e+06 wall_t:1756 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:1.536 +2026-01-07 21:22:09 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:22847.00 total_reward_ma:19198.18 loss:0.007826 fps:1395 +frame:2.46e+06 wall_t:1764 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:1.603 +2026-01-07 21:22:16 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:23492.50 total_reward_ma:19289.24 loss:0.01365 fps:1395 +frame:2.47e+06 wall_t:1771 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:1.43 +2026-01-07 21:22:23 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:23935.50 total_reward_ma:19382.95 loss:0.01645 fps:1395 +frame:2.48e+06 wall_t:1778 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:1.546 +2026-01-07 21:22:30 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:24400.50 total_reward_ma:19481.59 loss:0.01215 fps:1395 +frame:2.49e+06 wall_t:1785 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:1.47 +2026-01-07 21:22:37 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:24391.50 total_reward_ma:19580.12 loss:0.0002176 fps:1395 +frame:2.50e+06 wall_t:1792 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:1.665 +2026-01-07 21:22:47 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:24396.50 total_reward_ma:19678.30 loss:0.03405 fps:1393 +frame:2.51e+06 wall_t:1802 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:1.237 +2026-01-07 21:22:54 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:24712.00 total_reward_ma:19776.22 loss:0.007794 fps:1393 +frame:2.52e+06 wall_t:1809 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:1.748 +2026-01-07 21:23:01 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:24849.50 total_reward_ma:19872.81 loss:0.004941 fps:1393 +frame:2.53e+06 wall_t:1816 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:1.693 +2026-01-07 21:23:08 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:24994.50 total_reward_ma:19969.23 loss:0.007231 fps:1393 +frame:2.54e+06 wall_t:1823 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:1.753 +2026-01-07 21:23:17 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:25047.00 total_reward_ma:20064.29 loss:-0.001044 fps:1392 +frame:2.55e+06 wall_t:1832 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:1.753 +2026-01-07 21:23:25 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:25097.50 total_reward_ma:20156.34 loss:0.01192 fps:1391 +frame:2.56e+06 wall_t:1840 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:1.605 +2026-01-07 21:23:31 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:25111.00 total_reward_ma:20247.48 loss:-0.002344 fps:1392 +frame:2.57e+06 wall_t:1846 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:1.649 +2026-01-07 21:23:39 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:24766.50 total_reward_ma:20334.59 loss:0.02076 fps:1392 +frame:2.58e+06 wall_t:1854 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:1.531 +2026-01-07 21:23:47 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:24957.00 total_reward_ma:20421.93 loss:0.002021 fps:1391 +frame:2.59e+06 wall_t:1862 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:1.516 +2026-01-07 21:23:55 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:24861.00 total_reward_ma:20505.86 loss:0.02409 fps:1390 +frame:2.60e+06 wall_t:1870 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:1.318 +2026-01-07 21:24:03 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:24379.50 total_reward_ma:20584.29 loss:0.01058 fps:1390 +frame:2.61e+06 wall_t:1878 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:1.377 +2026-01-07 21:24:10 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:24155.00 total_reward_ma:20660.39 loss:0.02824 fps:1390 +frame:2.62e+06 wall_t:1885 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:1.549 +2026-01-07 21:24:18 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:24332.00 total_reward_ma:20737.41 loss:0.008209 fps:1389 +frame:2.63e+06 wall_t:1893 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:1.336 +2026-01-07 21:24:25 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:24579.50 total_reward_ma:20819.36 loss:0.0004449 fps:1389 +frame:2.64e+06 wall_t:1900 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:1.481 +2026-01-07 21:24:32 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:24893.50 total_reward_ma:20903.74 loss:-0.00184 fps:1390 +frame:2.65e+06 wall_t:1907 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:1.701 +2026-01-07 21:24:38 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:24718.00 total_reward_ma:20984.89 loss:0.006512 fps:1390 +frame:2.66e+06 wall_t:1913 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:1.513 +2026-01-07 21:24:45 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:24952.50 total_reward_ma:21067.74 loss:0.02026 fps:1391 +frame:2.67e+06 wall_t:1920 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:1.602 +2026-01-07 21:24:52 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:24845.00 total_reward_ma:21146.05 loss:-0.00123 fps:1391 +frame:2.68e+06 wall_t:1927 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:1.693 +2026-01-07 21:24:59 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:24483.00 total_reward_ma:21219.05 loss:-0.002851 fps:1391 +frame:2.69e+06 wall_t:1934 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:1.624 +2026-01-07 21:25:06 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:24550.00 total_reward_ma:21289.30 loss:-0.007504 fps:1391 +frame:2.70e+06 wall_t:1941 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:1.705 +2026-01-07 21:25:13 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:24879.00 total_reward_ma:21363.78 loss:-0.00437 fps:1391 +frame:2.71e+06 wall_t:1948 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:1.845 +2026-01-07 21:25:20 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:24774.00 total_reward_ma:21438.81 loss:0.003879 fps:1391 +frame:2.72e+06 wall_t:1955 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:1.711 +2026-01-07 21:25:27 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:23892.50 total_reward_ma:21501.47 loss:-0.002086 fps:1391 +frame:2.73e+06 wall_t:1962 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:1.646 +2026-01-07 21:25:33 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:23423.50 total_reward_ma:21561.83 loss:0.01213 fps:1392 +frame:2.74e+06 wall_t:1968 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:1.697 +2026-01-07 21:25:39 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:23208.00 total_reward_ma:21620.10 loss:-0.002318 fps:1392 +frame:2.75e+06 wall_t:1975 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:1.762 +2026-01-07 21:25:46 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:23047.50 total_reward_ma:21677.84 loss:-0.008034 fps:1393 +frame:2.76e+06 wall_t:1981 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:1.701 +2026-01-07 21:25:53 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:22642.00 total_reward_ma:21731.14 loss:-0.01568 fps:1393 +frame:2.77e+06 wall_t:1988 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:1.663 +2026-01-07 21:26:00 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:22644.00 total_reward_ma:21786.54 loss:0.01031 fps:1393 +frame:2.78e+06 wall_t:1995 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:1.699 +2026-01-07 21:26:07 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:22364.50 total_reward_ma:21839.76 loss:-0.01542 fps:1394 +frame:2.79e+06 wall_t:2002 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:1.969 +2026-01-07 21:26:14 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:22569.50 total_reward_ma:21894.38 loss:0.01649 fps:1394 +frame:2.80e+06 wall_t:2009 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:1.448 +2026-01-07 21:26:22 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:22311.00 total_reward_ma:21948.60 loss:0.01469 fps:1393 +frame:2.81e+06 wall_t:2017 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:1.518 +2026-01-07 21:26:28 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:22857.00 total_reward_ma:22005.07 loss:0.03779 fps:1394 +frame:2.82e+06 wall_t:2023 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:1.377 +2026-01-07 21:26:35 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:22534.00 total_reward_ma:22058.73 loss:0.04246 fps:1394 +frame:2.83e+06 wall_t:2030 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:1.18 +2026-01-07 21:26:42 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:23145.50 total_reward_ma:22114.60 loss:0.03962 fps:1394 +frame:2.84e+06 wall_t:2037 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:1.285 +2026-01-07 21:26:50 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:23113.00 total_reward_ma:22164.79 loss:0.0497 fps:1394 +frame:2.85e+06 wall_t:2045 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:1.15 +2026-01-07 21:26:58 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:23113.00 total_reward_ma:22214.53 loss:0.02777 fps:1393 +frame:2.86e+06 wall_t:2053 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:1.313 +2026-01-07 21:27:05 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:23084.00 total_reward_ma:22267.24 loss:0.01852 fps:1393 +frame:2.87e+06 wall_t:2060 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:1.239 +2026-01-07 21:27:13 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:23376.00 total_reward_ma:22323.48 loss:0.0142 fps:1393 +frame:2.88e+06 wall_t:2068 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:1.192 +2026-01-07 21:27:21 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:22879.50 total_reward_ma:22370.51 loss:0.01457 fps:1392 +frame:2.89e+06 wall_t:2076 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:1.62 +2026-01-07 21:27:28 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:23027.50 total_reward_ma:22419.18 loss:0.03189 fps:1392 +frame:2.90e+06 wall_t:2083 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:1.37 +2026-01-07 21:27:34 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:23459.50 total_reward_ma:22469.08 loss:0.02419 fps:1393 +frame:2.91e+06 wall_t:2089 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:1.354 +2026-01-07 21:27:40 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:23408.50 total_reward_ma:22517.04 loss:0.03418 fps:1394 +frame:2.92e+06 wall_t:2095 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:1.281 +2026-01-07 21:27:47 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:23559.50 total_reward_ma:22565.02 loss:0.006017 fps:1393 +frame:2.93e+06 wall_t:2103 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:1.389 +2026-01-07 21:27:55 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:23320.50 total_reward_ma:22610.21 loss:0.03046 fps:1393 +frame:2.94e+06 wall_t:2110 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:1.272 +2026-01-07 21:28:01 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:23292.00 total_reward_ma:22652.42 loss:0.02841 fps:1394 +frame:2.95e+06 wall_t:2116 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:1.265 +2026-01-07 21:28:07 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:23678.00 total_reward_ma:22697.84 loss:0.02471 fps:1395 +frame:2.96e+06 wall_t:2122 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:1.317 +2026-01-07 21:28:13 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:24155.00 total_reward_ma:22746.07 loss:0.03462 fps:1395 +frame:2.97e+06 wall_t:2129 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:1.408 +2026-01-07 21:28:19 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:24507.50 total_reward_ma:22794.01 loss:0.003478 fps:1396 +frame:2.98e+06 wall_t:2134 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:1.381 +2026-01-07 21:28:25 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:24754.50 total_reward_ma:22838.78 loss:0.03343 fps:1397 +frame:2.99e+06 wall_t:2141 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:1.37 +2026-01-07 21:28:33 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:25001.00 total_reward_ma:22882.24 loss:0.01965 fps:1397 +frame:3.00e+06 wall_t:2148 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:1.363 +2026-01-07 21:28:40 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:25132.50 total_reward_ma:22926.91 loss:0.002939 fps:1397 +frame:3.01e+06 wall_t:2155 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:1.3 +2026-01-07 21:28:47 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:25963.50 total_reward_ma:22978.76 loss:0.04604 fps:1396 +frame:3.02e+06 wall_t:2163 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:1.355 +2026-01-07 21:28:56 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:26051.50 total_reward_ma:23024.23 loss:0.03105 fps:1396 +frame:3.03e+06 wall_t:2171 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:1.417 +2026-01-07 21:29:03 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:25902.00 total_reward_ma:23075.72 loss:0.05756 fps:1396 +frame:3.04e+06 wall_t:2178 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:1.289 +2026-01-07 21:29:10 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:25768.00 total_reward_ma:23127.12 loss:0.0351 fps:1396 +frame:3.05e+06 wall_t:2185 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:1.18 +2026-01-07 21:29:17 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:26202.50 total_reward_ma:23183.39 loss:0.04055 fps:1396 +frame:3.06e+06 wall_t:2192 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:1.291 +2026-01-07 21:29:24 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:26811.00 total_reward_ma:23243.88 loss:0.0476 fps:1396 +frame:3.07e+06 wall_t:2199 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:1.486 +2026-01-07 21:29:31 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:27287.00 total_reward_ma:23306.28 loss:0.03135 fps:1396 +frame:3.08e+06 wall_t:2206 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:1.301 +2026-01-07 21:29:38 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:27251.00 total_reward_ma:23362.57 loss:0.01054 fps:1396 +frame:3.09e+06 wall_t:2213 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:1.181 +2026-01-07 21:29:46 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:26532.50 total_reward_ma:23409.65 loss:0.002348 fps:1396 +frame:3.10e+06 wall_t:2221 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:1.387 +2026-01-07 21:29:53 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:26973.50 total_reward_ma:23462.15 loss:0.006203 fps:1396 +frame:3.11e+06 wall_t:2228 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:1.72 +2026-01-07 21:30:00 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:26861.00 total_reward_ma:23508.58 loss:0.002502 fps:1396 +frame:3.12e+06 wall_t:2235 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:1.763 +2026-01-07 21:30:07 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:27138.00 total_reward_ma:23556.32 loss:0.02541 fps:1396 +frame:3.13e+06 wall_t:2242 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:1.448 +2026-01-07 21:30:14 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:27234.50 total_reward_ma:23606.70 loss:0.001526 fps:1396 +frame:3.14e+06 wall_t:2250 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:1.617 +2026-01-07 21:30:22 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:27662.50 total_reward_ma:23664.64 loss:0.008513 fps:1396 +frame:3.15e+06 wall_t:2257 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:1.57 +2026-01-07 21:30:28 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:26844.50 total_reward_ma:23714.57 loss:0.00916 fps:1396 +frame:3.16e+06 wall_t:2263 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:1.606 +2026-01-07 21:30:35 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:26950.00 total_reward_ma:23762.53 loss:0.01597 fps:1396 +frame:3.17e+06 wall_t:2270 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:1.54 +2026-01-07 21:30:42 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:26318.00 total_reward_ma:23805.20 loss:0.03931 fps:1396 +frame:3.18e+06 wall_t:2278 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:1.342 +2026-01-07 21:30:50 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:26507.50 total_reward_ma:23849.05 loss:0.006803 fps:1396 +frame:3.19e+06 wall_t:2285 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:1.176 +2026-01-07 21:30:57 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:26073.50 total_reward_ma:23887.14 loss:0.01812 fps:1396 +frame:3.20e+06 wall_t:2292 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:1.089 +2026-01-07 21:31:05 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:26326.00 total_reward_ma:23930.85 loss:0.01898 fps:1396 +frame:3.21e+06 wall_t:2300 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:1.301 +2026-01-07 21:31:12 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:26312.50 total_reward_ma:23975.15 loss:0.02597 fps:1396 +frame:3.22e+06 wall_t:2307 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:1.37 +2026-01-07 21:31:19 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:25722.00 total_reward_ma:24018.62 loss:0.001594 fps:1396 +frame:3.23e+06 wall_t:2314 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:1.414 +2026-01-07 21:31:26 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:25856.00 total_reward_ma:24066.19 loss:0.05561 fps:1396 +frame:3.24e+06 wall_t:2321 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:1.449 +2026-01-07 21:31:32 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:26395.50 total_reward_ma:24116.49 loss:0.03878 fps:1397 +frame:3.25e+06 wall_t:2327 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:1.145 +2026-01-07 21:31:39 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:26125.00 total_reward_ma:24161.02 loss:0.01232 fps:1396 +frame:3.26e+06 wall_t:2335 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:1.263 +2026-01-07 21:31:46 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:25892.00 total_reward_ma:24203.19 loss:0.02496 fps:1397 +frame:3.27e+06 wall_t:2341 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:1.175 +2026-01-07 21:31:54 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:25982.00 total_reward_ma:24248.39 loss:0.01934 fps:1396 +frame:3.28e+06 wall_t:2349 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:1.235 +2026-01-07 21:32:02 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:26287.50 total_reward_ma:24298.78 loss:0.01034 fps:1395 +frame:3.29e+06 wall_t:2358 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:1.302 +2026-01-07 21:32:10 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:26691.50 total_reward_ma:24354.27 loss:0.00543 fps:1395 +frame:3.30e+06 wall_t:2365 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:1.56 +2026-01-07 21:32:17 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:26420.00 total_reward_ma:24405.61 loss:0.02833 fps:1395 +frame:3.31e+06 wall_t:2372 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:1.44 +2026-01-07 21:32:24 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:26594.00 total_reward_ma:24458.88 loss:-0.0113 fps:1396 +frame:3.32e+06 wall_t:2379 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:1.596 +2026-01-07 21:32:30 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:26806.00 total_reward_ma:24514.94 loss:0.006772 fps:1396 +frame:3.33e+06 wall_t:2385 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:1.284 +2026-01-07 21:32:37 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:27419.00 total_reward_ma:24578.16 loss:0.01512 fps:1396 +frame:3.34e+06 wall_t:2392 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:1.622 +2026-01-07 21:32:45 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:27581.50 total_reward_ma:24640.61 loss:0.02706 fps:1396 +frame:3.35e+06 wall_t:2400 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:1.21 +2026-01-07 21:32:51 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:27358.00 total_reward_ma:24701.21 loss:0.03721 fps:1396 +frame:3.36e+06 wall_t:2407 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:1.132 +2026-01-07 21:32:58 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:27351.00 total_reward_ma:24759.20 loss:0.02647 fps:1397 +frame:3.37e+06 wall_t:2413 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:1.417 +2026-01-07 21:33:06 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:27440.00 total_reward_ma:24818.62 loss:0.0066 fps:1396 +frame:3.38e+06 wall_t:2421 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:1.435 +2026-01-07 21:33:13 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:28281.50 total_reward_ma:24884.59 loss:0.0223 fps:1396 +frame:3.39e+06 wall_t:2428 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:1.554 +2026-01-07 21:33:20 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:28235.00 total_reward_ma:24947.53 loss:0.003235 fps:1396 +frame:3.40e+06 wall_t:2435 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:1.459 +2026-01-07 21:33:28 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:28428.50 total_reward_ma:25012.30 loss:0.03934 fps:1396 +frame:3.41e+06 wall_t:2443 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:1.338 +2026-01-07 21:33:34 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:28106.00 total_reward_ma:25067.99 loss:0.01113 fps:1396 +frame:3.42e+06 wall_t:2449 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:1.463 +2026-01-07 21:33:41 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:28349.00 total_reward_ma:25124.04 loss:0.02388 fps:1397 +frame:3.43e+06 wall_t:2456 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:1.327 +2026-01-07 21:33:48 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:28415.50 total_reward_ma:25182.79 loss:0.01274 fps:1397 +frame:3.44e+06 wall_t:2463 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:1.411 +2026-01-07 21:33:56 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:28739.50 total_reward_ma:25243.47 loss:0.04932 fps:1396 +frame:3.45e+06 wall_t:2471 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:1.452 +2026-01-07 21:34:03 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:28686.50 total_reward_ma:25301.87 loss:0.04258 fps:1396 +frame:3.46e+06 wall_t:2478 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:1.521 +2026-01-07 21:34:10 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:28777.00 total_reward_ma:25354.71 loss:0.01819 fps:1396 +frame:3.47e+06 wall_t:2485 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:1.352 +2026-01-07 21:34:17 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:29242.50 total_reward_ma:25407.79 loss:0.01752 fps:1396 +frame:3.48e+06 wall_t:2492 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:1.275 +2026-01-07 21:34:25 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:29541.50 total_reward_ma:25459.20 loss:0.01118 fps:1396 +frame:3.49e+06 wall_t:2500 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:1.235 +2026-01-07 21:34:31 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:29308.00 total_reward_ma:25508.36 loss:0.002416 fps:1397 +frame:3.50e+06 wall_t:2506 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:1.415 +2026-01-07 21:34:38 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:29313.50 total_reward_ma:25557.53 loss:0.004451 fps:1397 +frame:3.51e+06 wall_t:2513 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:1.403 +2026-01-07 21:34:46 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:29369.50 total_reward_ma:25604.11 loss:0.03536 fps:1396 +frame:3.52e+06 wall_t:2521 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:1.397 +2026-01-07 21:34:54 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:29463.50 total_reward_ma:25650.24 loss:0.01505 fps:1396 +frame:3.53e+06 wall_t:2529 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:1.129 +2026-01-07 21:35:02 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:29364.00 total_reward_ma:25693.94 loss:0.02001 fps:1395 +frame:3.54e+06 wall_t:2537 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:1.32 +2026-01-07 21:35:10 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:29229.50 total_reward_ma:25735.77 loss:0.01217 fps:1395 +frame:3.55e+06 wall_t:2545 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:1.273 +2026-01-07 21:35:17 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:29417.00 total_reward_ma:25778.96 loss:0.03097 fps:1395 +frame:3.56e+06 wall_t:2552 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:1.369 +2026-01-07 21:35:24 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:29741.00 total_reward_ma:25825.26 loss:0.008031 fps:1395 +frame:3.57e+06 wall_t:2559 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:1.305 +2026-01-07 21:35:32 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:30159.50 total_reward_ma:25879.19 loss:0.01162 fps:1394 +frame:3.58e+06 wall_t:2568 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:1.546 +2026-01-07 21:35:39 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:30016.50 total_reward_ma:25929.79 loss:0.01488 fps:1395 +frame:3.59e+06 wall_t:2574 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:1.439 +2026-01-07 21:35:48 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:29928.50 total_reward_ma:25980.46 loss:-0.0007227 fps:1394 +frame:3.60e+06 wall_t:2583 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:1.461 +2026-01-07 21:35:56 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:29997.50 total_reward_ma:26036.64 loss:0.02965 fps:1393 +frame:3.61e+06 wall_t:2591 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:1.455 +2026-01-07 21:36:04 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:30004.50 total_reward_ma:26095.13 loss:0.02745 fps:1393 +frame:3.62e+06 wall_t:2599 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:1.622 +2026-01-07 21:36:13 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:30439.50 total_reward_ma:26156.21 loss:0.009291 fps:1392 +frame:3.63e+06 wall_t:2608 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:1.564 +2026-01-07 21:36:20 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:30545.00 total_reward_ma:26215.87 loss:0.02726 fps:1392 +frame:3.64e+06 wall_t:2615 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:1.415 +2026-01-07 21:36:27 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:30075.00 total_reward_ma:26267.68 loss:0.02052 fps:1392 +frame:3.65e+06 wall_t:2623 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:1.372 +2026-01-07 21:36:35 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:29678.50 total_reward_ma:26317.29 loss:0.03803 fps:1392 +frame:3.66e+06 wall_t:2630 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:1.193 +2026-01-07 21:36:41 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:29681.00 total_reward_ma:26364.57 loss:0.03427 fps:1392 +frame:3.67e+06 wall_t:2637 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:1.033 +2026-01-07 21:36:49 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:29976.00 total_reward_ma:26415.88 loss:0.01974 fps:1391 +frame:3.68e+06 wall_t:2645 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:1.343 +2026-01-07 21:36:57 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:29554.00 total_reward_ma:26466.59 loss:0.02773 fps:1391 +frame:3.69e+06 wall_t:2653 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:0.944 +2026-01-07 21:37:05 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:29590.00 total_reward_ma:26516.99 loss:0.05767 fps:1391 +frame:3.70e+06 wall_t:2660 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:1.161 +2026-01-07 21:37:13 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:29634.50 total_reward_ma:26564.54 loss:0.01499 fps:1391 +frame:3.71e+06 wall_t:2668 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:1.283 +2026-01-07 21:37:20 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:29946.50 total_reward_ma:26616.27 loss:0.01664 fps:1391 +frame:3.72e+06 wall_t:2675 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:1.138 +2026-01-07 21:37:27 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:29833.00 total_reward_ma:26675.68 loss:0.03161 fps:1391 +frame:3.73e+06 wall_t:2682 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:1.363 +2026-01-07 21:37:34 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:29896.00 total_reward_ma:26740.40 loss:0.02157 fps:1391 +frame:3.74e+06 wall_t:2689 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:1.199 +2026-01-07 21:37:41 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:30170.00 total_reward_ma:26810.02 loss:0.01558 fps:1391 +frame:3.75e+06 wall_t:2696 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:1.409 +2026-01-07 21:37:47 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:30199.50 total_reward_ma:26881.54 loss:0.005181 fps:1392 +frame:3.76e+06 wall_t:2702 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:1.164 +2026-01-07 21:37:53 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:30463.50 total_reward_ma:26959.76 loss:0.0114 fps:1392 +frame:3.77e+06 wall_t:2708 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:1.289 +2026-01-07 21:38:00 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:30183.50 total_reward_ma:27035.15 loss:0.01551 fps:1392 +frame:3.78e+06 wall_t:2715 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:1.412 +2026-01-07 21:38:06 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:30243.00 total_reward_ma:27113.94 loss:0.02278 fps:1393 +frame:3.79e+06 wall_t:2721 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:1.264 +2026-01-07 21:38:12 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:30559.50 total_reward_ma:27193.84 loss:0.02459 fps:1393 +frame:3.80e+06 wall_t:2727 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:1.225 +2026-01-07 21:38:19 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:30559.50 total_reward_ma:27276.32 loss:0.01885 fps:1394 +frame:3.81e+06 wall_t:2734 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:1.264 +2026-01-07 21:38:26 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:30799.00 total_reward_ma:27355.74 loss:0.03517 fps:1394 +frame:3.82e+06 wall_t:2741 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:1.271 +2026-01-07 21:38:33 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:30870.50 total_reward_ma:27439.11 loss:0.007327 fps:1394 +frame:3.83e+06 wall_t:2748 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:1.394 +2026-01-07 21:38:42 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:30988.00 total_reward_ma:27517.53 loss:0.007388 fps:1393 +frame:3.84e+06 wall_t:2757 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:1.645 +2026-01-07 21:38:48 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:30674.50 total_reward_ma:27593.14 loss:0.02453 fps:1393 +frame:3.85e+06 wall_t:2763 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:1.382 +2026-01-07 21:38:56 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:30307.00 total_reward_ma:27665.09 loss:0.03189 fps:1393 +frame:3.86e+06 wall_t:2771 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:1.378 +2026-01-07 21:39:05 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:29845.50 total_reward_ma:27732.70 loss:0.02339 fps:1392 +frame:3.87e+06 wall_t:2780 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:1.114 +2026-01-07 21:39:12 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:30176.50 total_reward_ma:27800.71 loss:0.01403 fps:1392 +frame:3.88e+06 wall_t:2787 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:1.273 +2026-01-07 21:39:20 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:30122.00 total_reward_ma:27873.13 loss:0.01098 fps:1392 +frame:3.89e+06 wall_t:2795 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:1.316 +2026-01-07 21:39:29 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:29818.50 total_reward_ma:27941.04 loss:0.0152 fps:1391 +frame:3.90e+06 wall_t:2804 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:1.39 +2026-01-07 21:39:36 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:29738.00 total_reward_ma:28003.82 loss:0.004639 fps:1391 +frame:3.91e+06 wall_t:2811 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:1.339 +2026-01-07 21:39:44 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:29838.00 total_reward_ma:28068.12 loss:-0.0007452 fps:1391 +frame:3.92e+06 wall_t:2819 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:1.557 +2026-01-07 21:39:51 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:29937.50 total_reward_ma:28131.90 loss:-0.002288 fps:1391 +frame:3.93e+06 wall_t:2826 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:1.468 +2026-01-07 21:39:59 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:30274.00 total_reward_ma:28201.44 loss:0.02392 fps:1390 +frame:3.94e+06 wall_t:2834 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:1.193 +2026-01-07 21:40:06 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:30438.00 total_reward_ma:28272.89 loss:0.02227 fps:1390 +frame:3.95e+06 wall_t:2841 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:1.239 +2026-01-07 21:40:13 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:30169.00 total_reward_ma:28337.80 loss:0.00836 fps:1390 +frame:3.96e+06 wall_t:2848 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:1.236 +2026-01-07 21:40:20 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:30420.50 total_reward_ma:28400.46 loss:0.005378 fps:1391 +frame:3.97e+06 wall_t:2855 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:1.43 +2026-01-07 21:40:28 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:30288.00 total_reward_ma:28458.27 loss:0.02408 fps:1390 +frame:3.98e+06 wall_t:2863 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:1.348 +2026-01-07 21:40:36 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:30822.00 total_reward_ma:28518.94 loss:0.006368 fps:1390 +frame:3.99e+06 wall_t:2871 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:1.579 +2026-01-07 21:40:43 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:30479.00 total_reward_ma:28573.72 loss:0.02035 fps:1390 +frame:4.00e+06 wall_t:2878 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:1.377 +2026-01-07 21:40:50 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:29885.50 total_reward_ma:28621.25 loss:0.01472 fps:1389 +frame:4.01e+06 wall_t:2886 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:1.488 +2026-01-07 21:40:57 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:30176.00 total_reward_ma:28663.38 loss:0.01746 fps:1390 +frame:4.02e+06 wall_t:2892 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:1.278 +2026-01-07 21:41:05 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:30522.50 total_reward_ma:28708.09 loss:0.01459 fps:1390 +frame:4.03e+06 wall_t:2900 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:1.196 +2026-01-07 21:41:12 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:31018.50 total_reward_ma:28759.25 loss:0.01886 fps:1390 +frame:4.04e+06 wall_t:2907 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:1.502 +2026-01-07 21:41:19 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:31018.50 total_reward_ma:28811.76 loss:0.01336 fps:1390 +frame:4.05e+06 wall_t:2914 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:1.609 +2026-01-07 21:41:27 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:30958.00 total_reward_ma:28859.31 loss:0.03787 fps:1389 +frame:4.06e+06 wall_t:2922 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:1.321 +2026-01-07 21:41:35 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:30885.50 total_reward_ma:28900.05 loss:0.009425 fps:1389 +frame:4.07e+06 wall_t:2930 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:1.364 +2026-01-07 21:41:43 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:30975.00 total_reward_ma:28936.94 loss:0.01829 fps:1389 +frame:4.08e+06 wall_t:2938 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:1.33 +2026-01-07 21:41:51 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:30818.00 total_reward_ma:28972.61 loss:0.02612 fps:1388 +frame:4.09e+06 wall_t:2946 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:1.54 +2026-01-07 21:41:58 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:30866.50 total_reward_ma:29015.95 loss:0.001362 fps:1388 +frame:4.10e+06 wall_t:2953 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:1.605 +2026-01-07 21:42:05 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:31119.00 total_reward_ma:29057.40 loss:0.03482 fps:1389 +frame:4.11e+06 wall_t:2960 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:1.385 +2026-01-07 21:42:12 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:31067.00 total_reward_ma:29099.46 loss:0.004904 fps:1388 +frame:4.12e+06 wall_t:2968 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:1.57 +2026-01-07 21:42:19 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:31080.50 total_reward_ma:29138.88 loss:0.01047 fps:1389 +frame:4.13e+06 wall_t:2974 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:1.407 +2026-01-07 21:42:26 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:30837.50 total_reward_ma:29174.91 loss:0.00119 fps:1389 +frame:4.14e+06 wall_t:2981 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:1.71 +2026-01-07 21:42:34 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:31092.00 total_reward_ma:29209.21 loss:0.01828 fps:1388 +frame:4.15e+06 wall_t:2989 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:1.218 +2026-01-07 21:42:41 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:31136.50 total_reward_ma:29252.13 loss:0.0184 fps:1389 +frame:4.16e+06 wall_t:2996 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:1.197 +2026-01-07 21:42:49 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:31337.50 total_reward_ma:29296.01 loss:0.02525 fps:1388 +frame:4.17e+06 wall_t:3004 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:1.49 +2026-01-07 21:42:56 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:31396.00 total_reward_ma:29346.79 loss:0.02395 fps:1388 +frame:4.18e+06 wall_t:3011 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:1.254 +2026-01-07 21:43:03 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:31719.50 total_reward_ma:29398.90 loss:0.01635 fps:1388 +frame:4.19e+06 wall_t:3018 t:261875 epi:nan +opt_step:65440 lr:0.0001453 clip_eps:0.1 entropy:1.372 +2026-01-07 21:43:10 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:32238.00 total_reward_ma:29460.55 loss:0.01125 fps:1388 +frame:4.20e+06 wall_t:3025 t:262500 epi:nan +opt_step:65600 lr:0.000145 clip_eps:0.1 entropy:1.296 +2026-01-07 21:43:18 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:32568.50 total_reward_ma:29522.97 loss:0.03634 fps:1388 +frame:4.21e+06 wall_t:3033 t:263125 epi:nan +opt_step:65760 lr:0.0001448 clip_eps:0.1 entropy:1.464 +2026-01-07 21:43:25 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:32338.00 total_reward_ma:29583.23 loss:0.006362 fps:1388 +frame:4.22e+06 wall_t:3040 t:263750 epi:nan +opt_step:65920 lr:0.0001445 clip_eps:0.1 entropy:1.481 +2026-01-07 21:43:32 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:32617.00 total_reward_ma:29652.18 loss:0.02828 fps:1388 +frame:4.23e+06 wall_t:3047 t:264375 epi:nan +opt_step:66080 lr:0.0001443 clip_eps:0.1 entropy:1.07 +2026-01-07 21:43:40 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:32841.50 total_reward_ma:29722.04 loss:0.01411 fps:1388 +frame:4.24e+06 wall_t:3055 t:265000 epi:nan +opt_step:66240 lr:0.000144 clip_eps:0.1 entropy:1.127 +2026-01-07 21:43:48 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:32642.50 total_reward_ma:29784.51 loss:0.02114 fps:1388 +frame:4.25e+06 wall_t:3063 t:265625 epi:nan +opt_step:66400 lr:0.0001438 clip_eps:0.1 entropy:1.137 +2026-01-07 21:43:55 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:32824.50 total_reward_ma:29851.50 loss:0.01109 fps:1388 +frame:4.26e+06 wall_t:3070 t:266250 epi:nan +opt_step:66560 lr:0.0001435 clip_eps:0.1 entropy:1.535 +2026-01-07 21:44:02 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:32673.00 total_reward_ma:29919.31 loss:0.01847 fps:1388 +frame:4.27e+06 wall_t:3077 t:266875 epi:nan +opt_step:66688 lr:0.0001433 clip_eps:0.1 entropy:1.473 +2026-01-07 21:44:09 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:32673.00 total_reward_ma:29986.22 loss:-0.001173 fps:1388 +frame:4.28e+06 wall_t:3084 t:267500 epi:nan +opt_step:66848 lr:0.000143 clip_eps:0.1 entropy:1.498 +2026-01-07 21:44:16 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:32652.50 total_reward_ma:30049.87 loss:0.003381 fps:1388 +frame:4.29e+06 wall_t:3091 t:268125 epi:nan +opt_step:67008 lr:0.0001428 clip_eps:0.1 entropy:1.76 +2026-01-07 21:44:24 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:33149.00 total_reward_ma:30114.45 loss:0.03261 fps:1388 +frame:4.30e+06 wall_t:3099 t:268750 epi:nan +opt_step:67168 lr:0.0001425 clip_eps:0.1 entropy:1.728 +2026-01-07 21:44:31 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:33032.50 total_reward_ma:30180.57 loss:0.003267 fps:1388 +frame:4.31e+06 wall_t:3106 t:269375 epi:nan +opt_step:67328 lr:0.0001423 clip_eps:0.1 entropy:1.684 +2026-01-07 21:44:38 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:33463.50 total_reward_ma:30249.27 loss:0.01062 fps:1387 +frame:4.32e+06 wall_t:3114 t:270000 epi:nan +opt_step:67488 lr:0.000142 clip_eps:0.1 entropy:1.582 +2026-01-07 21:44:46 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:33719.50 total_reward_ma:30318.40 loss:0.003966 fps:1387 +frame:4.33e+06 wall_t:3121 t:270625 epi:nan +opt_step:67648 lr:0.0001418 clip_eps:0.1 entropy:1.639 +2026-01-07 21:44:52 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:33433.50 total_reward_ma:30378.54 loss:0.008622 fps:1388 +frame:4.34e+06 wall_t:3127 t:271250 epi:nan +opt_step:67808 lr:0.0001415 clip_eps:0.1 entropy:1.484 +2026-01-07 21:44:58 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:33423.50 total_reward_ma:30436.96 loss:0.00265 fps:1388 +frame:4.35e+06 wall_t:3134 t:271875 epi:nan +opt_step:67968 lr:0.0001413 clip_eps:0.1 entropy:1.568 +2026-01-07 21:45:04 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:34381.50 total_reward_ma:30507.20 loss:0.03536 fps:1389 +frame:4.36e+06 wall_t:3139 t:272500 epi:nan +opt_step:68096 lr:0.000141 clip_eps:0.1 entropy:1.542 +2026-01-07 21:45:10 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:33721.50 total_reward_ma:30570.90 loss:0.01757 fps:1390 +frame:4.37e+06 wall_t:3145 t:273125 epi:nan +opt_step:68256 lr:0.0001408 clip_eps:0.1 entropy:1.345 +2026-01-07 21:45:18 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:33440.50 total_reward_ma:30630.91 loss:0.006239 fps:1389 +frame:4.38e+06 wall_t:3153 t:273750 epi:nan +opt_step:68416 lr:0.0001405 clip_eps:0.1 entropy:1.531 +2026-01-07 21:45:26 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:33373.50 total_reward_ma:30681.83 loss:0.0008197 fps:1389 +frame:4.39e+06 wall_t:3161 t:274375 epi:nan +opt_step:68576 lr:0.0001403 clip_eps:0.1 entropy:1.54 +2026-01-07 21:45:33 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:33331.00 total_reward_ma:30732.79 loss:0.01541 fps:1389 +frame:4.40e+06 wall_t:3168 t:275000 epi:nan +opt_step:68736 lr:0.00014 clip_eps:0.1 entropy:1.383 +2026-01-07 21:45:41 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:33103.00 total_reward_ma:30779.54 loss:0.006744 fps:1389 +frame:4.41e+06 wall_t:3176 t:275625 epi:nan +opt_step:68896 lr:0.0001398 clip_eps:0.1 entropy:1.672 +2026-01-07 21:45:49 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:33078.50 total_reward_ma:30829.26 loss:0.04932 fps:1388 +frame:4.42e+06 wall_t:3184 t:276250 epi:nan +opt_step:69056 lr:0.0001395 clip_eps:0.1 entropy:1.645 +2026-01-07 21:45:56 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:32740.50 total_reward_ma:30873.18 loss:0.01789 fps:1388 +frame:4.43e+06 wall_t:3191 t:276875 epi:nan +opt_step:69216 lr:0.0001393 clip_eps:0.1 entropy:1.487 +2026-01-07 21:46:03 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:32756.00 total_reward_ma:30916.58 loss:0.0278 fps:1388 +frame:4.44e+06 wall_t:3198 t:277500 epi:nan +opt_step:69344 lr:0.000139 clip_eps:0.1 entropy:1.337 +2026-01-07 21:46:10 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:32864.50 total_reward_ma:30957.83 loss:0.02232 fps:1388 +frame:4.45e+06 wall_t:3205 t:278125 epi:nan +opt_step:69504 lr:0.0001388 clip_eps:0.1 entropy:1.272 +2026-01-07 21:46:17 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:33046.00 total_reward_ma:31001.43 loss:0.02242 fps:1389 +frame:4.46e+06 wall_t:3212 t:278750 epi:nan +opt_step:69664 lr:0.0001385 clip_eps:0.1 entropy:1.512 +2026-01-07 21:46:24 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:33092.00 total_reward_ma:31044.57 loss:0.015 fps:1389 +frame:4.47e+06 wall_t:3219 t:279375 epi:nan +opt_step:69824 lr:0.0001383 clip_eps:0.1 entropy:1.47 +2026-01-07 21:46:31 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:32836.00 total_reward_ma:31080.51 loss:0.002813 fps:1389 +frame:4.48e+06 wall_t:3226 t:280000 epi:nan +opt_step:69984 lr:0.000138 clip_eps:0.1 entropy:1.536 +2026-01-07 21:46:38 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:32621.50 total_reward_ma:31111.31 loss:-0.00067 fps:1389 +frame:4.49e+06 wall_t:3233 t:280625 epi:nan +opt_step:70144 lr:0.0001378 clip_eps:0.1 entropy:1.641 +2026-01-07 21:46:45 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:32732.50 total_reward_ma:31145.55 loss:0.0406 fps:1388 +frame:4.50e+06 wall_t:3241 t:281250 epi:nan +opt_step:70304 lr:0.0001375 clip_eps:0.1 entropy:1.379 +2026-01-07 21:46:53 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:32414.00 total_reward_ma:31176.56 loss:0.03184 fps:1389 +frame:4.51e+06 wall_t:3248 t:281875 epi:nan +opt_step:70464 lr:0.0001373 clip_eps:0.1 entropy:1.338 +2026-01-07 21:47:00 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:32677.00 total_reward_ma:31209.63 loss:0.01944 fps:1389 +frame:4.52e+06 wall_t:3255 t:282500 epi:nan +opt_step:70624 lr:0.000137 clip_eps:0.1 entropy:1.526 +2026-01-07 21:47:07 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:32814.00 total_reward_ma:31243.14 loss:0.0262 fps:1389 +frame:4.53e+06 wall_t:3262 t:283125 epi:nan +opt_step:70752 lr:0.0001368 clip_eps:0.1 entropy:1.623 +2026-01-07 21:47:15 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:32930.50 total_reward_ma:31278.80 loss:-0.004651 fps:1388 +frame:4.54e+06 wall_t:3270 t:283750 epi:nan +opt_step:70912 lr:0.0001365 clip_eps:0.1 entropy:1.582 +2026-01-07 21:47:22 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:32770.00 total_reward_ma:31314.21 loss:0.01516 fps:1388 +frame:4.55e+06 wall_t:3277 t:284375 epi:nan +opt_step:71072 lr:0.0001363 clip_eps:0.1 entropy:1.499 +2026-01-07 21:47:29 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:32455.50 total_reward_ma:31344.60 loss:0.01939 fps:1389 +frame:4.56e+06 wall_t:3284 t:285000 epi:nan +opt_step:71232 lr:0.000136 clip_eps:0.1 entropy:1.488 +2026-01-07 21:47:36 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:32807.50 total_reward_ma:31375.26 loss:0.007304 fps:1389 +frame:4.57e+06 wall_t:3291 t:285625 epi:nan +opt_step:71392 lr:0.0001358 clip_eps:0.1 entropy:1.47 +2026-01-07 21:47:43 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:32730.50 total_reward_ma:31400.97 loss:0.03702 fps:1389 +frame:4.58e+06 wall_t:3298 t:286250 epi:nan +opt_step:71552 lr:0.0001355 clip_eps:0.1 entropy:1.453 +2026-01-07 21:47:51 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:32478.50 total_reward_ma:31425.59 loss:0.04297 fps:1388 +frame:4.59e+06 wall_t:3306 t:286875 epi:nan +opt_step:71712 lr:0.0001353 clip_eps:0.1 entropy:1.091 +2026-01-07 21:47:58 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:32341.00 total_reward_ma:31449.71 loss:0.02554 fps:1388 +frame:4.60e+06 wall_t:3313 t:287500 epi:nan +opt_step:71872 lr:0.000135 clip_eps:0.1 entropy:1.411 +2026-01-07 21:48:04 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:32141.00 total_reward_ma:31471.15 loss:0.02206 fps:1389 +frame:4.61e+06 wall_t:3319 t:288125 epi:nan +opt_step:72000 lr:0.0001348 clip_eps:0.1 entropy:1.209 +2026-01-07 21:48:11 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:31928.00 total_reward_ma:31490.38 loss:0.005967 fps:1389 +frame:4.62e+06 wall_t:3326 t:288750 epi:nan +opt_step:72160 lr:0.0001345 clip_eps:0.1 entropy:1.365 +2026-01-07 21:48:18 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:32398.00 total_reward_ma:31509.97 loss:0.0142 fps:1389 +frame:4.63e+06 wall_t:3333 t:289375 epi:nan +opt_step:72320 lr:0.0001343 clip_eps:0.1 entropy:1.515 +2026-01-07 21:48:26 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:32428.50 total_reward_ma:31528.80 loss:0.02154 fps:1389 +frame:4.64e+06 wall_t:3341 t:290000 epi:nan +opt_step:72480 lr:0.000134 clip_eps:0.1 entropy:1.505 +2026-01-07 21:48:34 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:31969.50 total_reward_ma:31547.75 loss:0.001319 fps:1388 +frame:4.65e+06 wall_t:3349 t:290625 epi:nan +opt_step:72640 lr:0.0001338 clip_eps:0.1 entropy:1.521 +2026-01-07 21:48:42 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:31969.50 total_reward_ma:31570.66 loss:0.00406 fps:1388 +frame:4.66e+06 wall_t:3357 t:291250 epi:nan +opt_step:72800 lr:0.0001335 clip_eps:0.1 entropy:1.684 +2026-01-07 21:48:50 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:32384.50 total_reward_ma:31597.70 loss:0.02179 fps:1388 +frame:4.67e+06 wall_t:3365 t:291875 epi:nan +opt_step:72960 lr:0.0001333 clip_eps:0.1 entropy:1.545 +2026-01-07 21:48:56 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:32620.50 total_reward_ma:31624.14 loss:0.01796 fps:1388 +frame:4.68e+06 wall_t:3372 t:292500 epi:nan +opt_step:73120 lr:0.000133 clip_eps:0.1 entropy:1.464 +2026-01-07 21:49:04 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:32449.00 total_reward_ma:31653.09 loss:-0.00123 fps:1388 +frame:4.69e+06 wall_t:3379 t:293125 epi:nan +opt_step:73280 lr:0.0001328 clip_eps:0.1 entropy:1.548 +2026-01-07 21:49:11 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:32449.00 total_reward_ma:31681.68 loss:0.01999 fps:1388 +frame:4.70e+06 wall_t:3386 t:293750 epi:nan +opt_step:73408 lr:0.0001325 clip_eps:0.1 entropy:1.437 +2026-01-07 21:49:18 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:32877.50 total_reward_ma:31714.11 loss:0.007268 fps:1388 +frame:4.71e+06 wall_t:3394 t:294375 epi:nan +opt_step:73568 lr:0.0001323 clip_eps:0.1 entropy:1.661 +2026-01-07 21:49:26 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:33626.50 total_reward_ma:31750.91 loss:0.01824 fps:1388 +frame:4.72e+06 wall_t:3401 t:295000 epi:nan +opt_step:73728 lr:0.000132 clip_eps:0.1 entropy:1.503 +2026-01-07 21:49:33 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:33751.00 total_reward_ma:31790.09 loss:0.01576 fps:1388 +frame:4.73e+06 wall_t:3408 t:295625 epi:nan +opt_step:73888 lr:0.0001318 clip_eps:0.1 entropy:1.478 +2026-01-07 21:49:39 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:33947.00 total_reward_ma:31830.60 loss:0.02584 fps:1388 +frame:4.74e+06 wall_t:3414 t:296250 epi:nan +opt_step:74048 lr:0.0001315 clip_eps:0.1 entropy:1.425 +2026-01-07 21:49:47 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:34385.50 total_reward_ma:31872.76 loss:0.04402 fps:1388 +frame:4.75e+06 wall_t:3422 t:296875 epi:nan +opt_step:74208 lr:0.0001313 clip_eps:0.1 entropy:1.401 +2026-01-07 21:49:55 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:34527.50 total_reward_ma:31916.04 loss:0.03363 fps:1388 +frame:4.76e+06 wall_t:3430 t:297500 epi:nan +opt_step:74368 lr:0.000131 clip_eps:0.1 entropy:1.298 +2026-01-07 21:50:02 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:35000.50 total_reward_ma:31961.40 loss:0.04727 fps:1388 +frame:4.77e+06 wall_t:3437 t:298125 epi:nan +opt_step:74528 lr:0.0001308 clip_eps:0.1 entropy:1.081 +2026-01-07 21:50:09 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:35268.50 total_reward_ma:32012.26 loss:0.03764 fps:1388 +frame:4.78e+06 wall_t:3444 t:298750 epi:nan +opt_step:74656 lr:0.0001306 clip_eps:0.1 entropy:1.399 +2026-01-07 21:50:17 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:35007.50 total_reward_ma:32059.90 loss:0.02951 fps:1388 +frame:4.79e+06 wall_t:3452 t:299375 epi:nan +opt_step:74816 lr:0.0001303 clip_eps:0.1 entropy:1.139 +2026-01-07 21:50:24 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:35283.00 total_reward_ma:32107.13 loss:0.02269 fps:1388 +frame:4.80e+06 wall_t:3459 t:300000 epi:nan +opt_step:74976 lr:0.00013 clip_eps:0.1 entropy:1.233 +2026-01-07 21:50:32 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:35950.50 total_reward_ma:32161.04 loss:0.01676 fps:1387 +frame:4.81e+06 wall_t:3467 t:300625 epi:nan +opt_step:75136 lr:0.0001298 clip_eps:0.1 entropy:1.303 +2026-01-07 21:50:39 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:35788.50 total_reward_ma:32210.94 loss:0.03685 fps:1387 +frame:4.82e+06 wall_t:3474 t:301250 epi:nan +opt_step:75296 lr:0.0001295 clip_eps:0.1 entropy:1.304 +2026-01-07 21:50:46 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:35570.00 total_reward_ma:32257.94 loss:0.01787 fps:1388 +frame:4.83e+06 wall_t:3481 t:301875 epi:nan +opt_step:75456 lr:0.0001293 clip_eps:0.1 entropy:1.336 +2026-01-07 21:50:53 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:35813.50 total_reward_ma:32306.19 loss:0.03445 fps:1388 +frame:4.84e+06 wall_t:3488 t:302500 epi:nan +opt_step:75616 lr:0.000129 clip_eps:0.1 entropy:1.555 +2026-01-07 21:51:01 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:36614.00 total_reward_ma:32365.59 loss:0.01992 fps:1387 +frame:4.85e+06 wall_t:3496 t:303125 epi:nan +opt_step:75776 lr:0.0001288 clip_eps:0.1 entropy:1.394 +2026-01-07 21:51:09 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:36678.00 total_reward_ma:32429.29 loss:0.0326 fps:1387 +frame:4.86e+06 wall_t:3504 t:303750 epi:nan +opt_step:75936 lr:0.0001285 clip_eps:0.1 entropy:1.312 +2026-01-07 21:51:16 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:36511.00 total_reward_ma:32495.95 loss:0.0169 fps:1387 +frame:4.87e+06 wall_t:3511 t:304375 epi:nan +opt_step:76064 lr:0.0001283 clip_eps:0.1 entropy:1.168 +2026-01-07 21:51:24 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:36359.50 total_reward_ma:32557.78 loss:0.03908 fps:1387 +frame:4.88e+06 wall_t:3519 t:305000 epi:nan +opt_step:76224 lr:0.000128 clip_eps:0.1 entropy:1.14 +2026-01-07 21:51:32 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:36361.50 total_reward_ma:32620.18 loss:0.04163 fps:1386 +frame:4.89e+06 wall_t:3527 t:305625 epi:nan +opt_step:76384 lr:0.0001278 clip_eps:0.1 entropy:1.086 +2026-01-07 21:51:39 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:36627.50 total_reward_ma:32688.27 loss:0.02185 fps:1387 +frame:4.90e+06 wall_t:3534 t:306250 epi:nan +opt_step:76544 lr:0.0001275 clip_eps:0.1 entropy:1.112 +2026-01-07 21:51:46 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:36175.50 total_reward_ma:32752.64 loss:0.02821 fps:1387 +frame:4.91e+06 wall_t:3541 t:306875 epi:nan +opt_step:76704 lr:0.0001273 clip_eps:0.1 entropy:1.273 +2026-01-07 21:51:54 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:36313.00 total_reward_ma:32817.39 loss:0.0187 fps:1386 +frame:4.92e+06 wall_t:3550 t:307500 epi:nan +opt_step:76864 lr:0.000127 clip_eps:0.1 entropy:1.032 +2026-01-07 21:52:02 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:35983.00 total_reward_ma:32877.84 loss:0.01987 fps:1386 +frame:4.93e+06 wall_t:3557 t:308125 epi:nan +opt_step:77024 lr:0.0001268 clip_eps:0.1 entropy:1.072 +2026-01-07 21:52:09 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:36438.50 total_reward_ma:32939.49 loss:0.05261 fps:1386 +frame:4.94e+06 wall_t:3564 t:308750 epi:nan +opt_step:77184 lr:0.0001265 clip_eps:0.1 entropy:1.018 +2026-01-07 21:52:17 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:36722.00 total_reward_ma:33002.33 loss:0.03831 fps:1386 +frame:4.95e+06 wall_t:3572 t:309375 epi:nan +opt_step:77312 lr:0.0001263 clip_eps:0.1 entropy:1.242 +2026-01-07 21:52:23 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:37251.50 total_reward_ma:33073.16 loss:0.0165 fps:1386 +frame:4.96e+06 wall_t:3579 t:310000 epi:nan +opt_step:77472 lr:0.000126 clip_eps:0.1 entropy:1.194 +2026-01-07 21:52:30 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:37520.00 total_reward_ma:33144.15 loss:0.04749 fps:1386 +frame:4.97e+06 wall_t:3585 t:310625 epi:nan +opt_step:77632 lr:0.0001258 clip_eps:0.1 entropy:1.099 +2026-01-07 21:52:38 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:37397.50 total_reward_ma:33215.25 loss:0.02354 fps:1386 +frame:4.98e+06 wall_t:3593 t:311250 epi:nan +opt_step:77792 lr:0.0001255 clip_eps:0.1 entropy:1.077 +2026-01-07 21:52:45 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:36917.50 total_reward_ma:33276.20 loss:-0.006623 fps:1386 +frame:4.99e+06 wall_t:3600 t:311875 epi:nan +opt_step:77952 lr:0.0001253 clip_eps:0.1 entropy:1.425 +2026-01-07 21:52:54 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:36380.50 total_reward_ma:33335.21 loss:0.02538 fps:1385 +frame:5.00e+06 wall_t:3609 t:312500 epi:nan +opt_step:78112 lr:0.000125 clip_eps:0.1 entropy:1.199 +2026-01-07 21:53:02 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:36436.00 total_reward_ma:33400.72 loss:0.02068 fps:1385 +frame:5.01e+06 wall_t:3617 t:313125 epi:nan +opt_step:78272 lr:0.0001248 clip_eps:0.1 entropy:1.241 +2026-01-07 21:53:09 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:36355.50 total_reward_ma:33462.52 loss:0.01332 fps:1385 +frame:5.02e+06 wall_t:3624 t:313750 epi:nan +opt_step:78432 lr:0.0001245 clip_eps:0.1 entropy:1.27 +2026-01-07 21:53:16 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:36390.00 total_reward_ma:33521.19 loss:0.04008 fps:1385 +frame:5.03e+06 wall_t:3632 t:314375 epi:nan +opt_step:78592 lr:0.0001243 clip_eps:0.1 entropy:1.392 +2026-01-07 21:53:23 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:36551.00 total_reward_ma:33576.52 loss:0.04166 fps:1385 +frame:5.04e+06 wall_t:3638 t:315000 epi:nan +opt_step:78720 lr:0.000124 clip_eps:0.1 entropy:1.198 +2026-01-07 21:53:30 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:36329.00 total_reward_ma:33629.62 loss:0.02289 fps:1385 +frame:5.05e+06 wall_t:3646 t:315625 epi:nan +opt_step:78880 lr:0.0001238 clip_eps:0.1 entropy:1.387 +2026-01-07 21:53:38 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:35803.00 total_reward_ma:33678.07 loss:0.01176 fps:1385 +frame:5.06e+06 wall_t:3653 t:316250 epi:nan +opt_step:79040 lr:0.0001235 clip_eps:0.1 entropy:1.333 +2026-01-07 21:53:46 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:35517.00 total_reward_ma:33724.39 loss:0.02996 fps:1385 +frame:5.07e+06 wall_t:3661 t:316875 epi:nan +opt_step:79200 lr:0.0001233 clip_eps:0.1 entropy:1.313 +2026-01-07 21:53:53 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:35174.00 total_reward_ma:33766.38 loss:0.01633 fps:1385 +frame:5.08e+06 wall_t:3668 t:317500 epi:nan +opt_step:79360 lr:0.000123 clip_eps:0.1 entropy:1.202 +2026-01-07 21:54:00 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:34601.00 total_reward_ma:33804.20 loss:0.02387 fps:1385 +frame:5.09e+06 wall_t:3676 t:318125 epi:nan +opt_step:79520 lr:0.0001228 clip_eps:0.1 entropy:1.407 +2026-01-07 21:54:07 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:34627.50 total_reward_ma:33841.82 loss:0.04071 fps:1385 +frame:5.10e+06 wall_t:3682 t:318750 epi:nan +opt_step:79680 lr:0.0001225 clip_eps:0.1 entropy:1.368 +2026-01-07 21:54:15 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:34953.50 total_reward_ma:33880.16 loss:0.0409 fps:1385 +frame:5.11e+06 wall_t:3690 t:319375 epi:nan +opt_step:79840 lr:0.0001223 clip_eps:0.1 entropy:1.193 +2026-01-07 21:54:23 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:34876.50 total_reward_ma:33918.25 loss:0.01712 fps:1385 +frame:5.12e+06 wall_t:3698 t:320000 epi:nan +opt_step:80000 lr:0.000122 clip_eps:0.1 entropy:1.296 +2026-01-07 21:54:29 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:34370.50 total_reward_ma:33951.16 loss:0.01664 fps:1385 +frame:5.13e+06 wall_t:3704 t:320625 epi:nan +opt_step:80128 lr:0.0001218 clip_eps:0.1 entropy:1.085 +2026-01-07 21:54:36 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:34662.00 total_reward_ma:33989.40 loss:0.01236 fps:1385 +frame:5.14e+06 wall_t:3711 t:321250 epi:nan +opt_step:80288 lr:0.0001215 clip_eps:0.1 entropy:1.566 +2026-01-07 21:54:43 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:34302.00 total_reward_ma:34021.50 loss:0.02972 fps:1385 +frame:5.15e+06 wall_t:3718 t:321875 epi:nan +opt_step:80448 lr:0.0001213 clip_eps:0.1 entropy:1.233 +2026-01-07 21:54:50 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:34305.50 total_reward_ma:34053.19 loss:0.002831 fps:1385 +frame:5.16e+06 wall_t:3725 t:322500 epi:nan +opt_step:80608 lr:0.000121 clip_eps:0.1 entropy:1.327 +2026-01-07 21:54:58 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:34610.00 total_reward_ma:34085.91 loss:0.0121 fps:1385 +frame:5.17e+06 wall_t:3733 t:323125 epi:nan +opt_step:80768 lr:0.0001208 clip_eps:0.1 entropy:1.477 +2026-01-07 21:55:05 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:34445.50 total_reward_ma:34116.41 loss:0.01667 fps:1385 +frame:5.18e+06 wall_t:3740 t:323750 epi:nan +opt_step:80928 lr:0.0001205 clip_eps:0.1 entropy:1.477 +2026-01-07 21:55:13 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:34355.50 total_reward_ma:34142.77 loss:0.03449 fps:1385 +frame:5.19e+06 wall_t:3748 t:324375 epi:nan +opt_step:81088 lr:0.0001203 clip_eps:0.1 entropy:1.496 +2026-01-07 21:55:22 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:33965.00 total_reward_ma:34160.04 loss:0.01048 fps:1384 +frame:5.20e+06 wall_t:3757 t:325000 epi:nan +opt_step:81248 lr:0.00012 clip_eps:0.1 entropy:1.575 +2026-01-07 21:55:29 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:34023.00 total_reward_ma:34174.59 loss:0.01288 fps:1384 +frame:5.21e+06 wall_t:3764 t:325625 epi:nan +opt_step:81376 lr:0.0001198 clip_eps:0.1 entropy:1.523 +2026-01-07 21:55:36 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:34499.50 total_reward_ma:34196.20 loss:0.04606 fps:1384 +frame:5.22e+06 wall_t:3771 t:326250 epi:nan +opt_step:81536 lr:0.0001195 clip_eps:0.1 entropy:1.114 +2026-01-07 21:55:45 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:34977.50 total_reward_ma:34219.80 loss:0.03279 fps:1384 +frame:5.23e+06 wall_t:3780 t:326875 epi:nan +opt_step:81696 lr:0.0001193 clip_eps:0.1 entropy:1.238 +2026-01-07 21:55:52 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:35099.50 total_reward_ma:34242.39 loss:0.04611 fps:1383 +frame:5.24e+06 wall_t:3788 t:327500 epi:nan +opt_step:81856 lr:0.000119 clip_eps:0.1 entropy:1.114 +2026-01-07 21:56:00 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:35099.50 total_reward_ma:34266.95 loss:0.01947 fps:1383 +frame:5.25e+06 wall_t:3795 t:328125 epi:nan +opt_step:82016 lr:0.0001188 clip_eps:0.1 entropy:1.569 +2026-01-07 21:56:08 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:35212.00 total_reward_ma:34290.83 loss:0.004147 fps:1383 +frame:5.26e+06 wall_t:3803 t:328750 epi:nan +opt_step:82176 lr:0.0001185 clip_eps:0.1 entropy:1.551 +2026-01-07 21:56:17 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:35085.50 total_reward_ma:34314.95 loss:0.01001 fps:1382 +frame:5.27e+06 wall_t:3812 t:329375 epi:nan +opt_step:82336 lr:0.0001183 clip_eps:0.1 entropy:1.38 +2026-01-07 21:56:24 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:35512.00 total_reward_ma:34343.34 loss:0.01121 fps:1383 +frame:5.28e+06 wall_t:3819 t:330000 epi:nan +opt_step:82496 lr:0.000118 clip_eps:0.1 entropy:1.322 +2026-01-07 21:56:31 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:35141.50 total_reward_ma:34368.23 loss:0.005998 fps:1383 +frame:5.29e+06 wall_t:3826 t:330625 epi:nan +opt_step:82656 lr:0.0001178 clip_eps:0.1 entropy:1.157 +2026-01-07 21:56:38 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:35141.50 total_reward_ma:34388.16 loss:0.01405 fps:1383 +frame:5.30e+06 wall_t:3833 t:331250 epi:nan +opt_step:82784 lr:0.0001175 clip_eps:0.1 entropy:1.331 +2026-01-07 21:56:46 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:35252.00 total_reward_ma:34410.36 loss:0.02615 fps:1382 +frame:5.31e+06 wall_t:3841 t:331875 epi:nan +opt_step:82944 lr:0.0001173 clip_eps:0.1 entropy:1.334 +2026-01-07 21:56:53 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:34769.50 total_reward_ma:34423.41 loss:0.04265 fps:1383 +frame:5.32e+06 wall_t:3848 t:332500 epi:nan +opt_step:83104 lr:0.000117 clip_eps:0.1 entropy:1.137 +2026-01-07 21:57:00 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:34581.50 total_reward_ma:34432.04 loss:0.02522 fps:1383 +frame:5.33e+06 wall_t:3855 t:333125 epi:nan +opt_step:83264 lr:0.0001168 clip_eps:0.1 entropy:1.533 +2026-01-07 21:57:07 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:35520.00 total_reward_ma:34452.90 loss:0.0639 fps:1383 +frame:5.34e+06 wall_t:3862 t:333750 epi:nan +opt_step:83424 lr:0.0001165 clip_eps:0.1 entropy:1.081 +2026-01-07 21:57:15 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:35294.00 total_reward_ma:34471.61 loss:0.03887 fps:1382 +frame:5.35e+06 wall_t:3870 t:334375 epi:nan +opt_step:83584 lr:0.0001163 clip_eps:0.1 entropy:1.072 +2026-01-07 21:57:22 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:35128.50 total_reward_ma:34479.07 loss:0.03283 fps:1383 +frame:5.36e+06 wall_t:3877 t:335000 epi:nan +opt_step:83744 lr:0.000116 clip_eps:0.1 entropy:1.227 +2026-01-07 21:57:30 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:35128.50 total_reward_ma:34493.14 loss:0.02929 fps:1382 +frame:5.37e+06 wall_t:3885 t:335625 epi:nan +opt_step:83904 lr:0.0001158 clip_eps:0.1 entropy:1.318 +2026-01-07 21:57:38 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:35251.00 total_reward_ma:34511.25 loss:0.01699 fps:1382 +frame:5.38e+06 wall_t:3893 t:336250 epi:nan +opt_step:84032 lr:0.0001155 clip_eps:0.1 entropy:1.381 +2026-01-07 21:57:45 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:34985.50 total_reward_ma:34527.37 loss:0.01543 fps:1382 +frame:5.39e+06 wall_t:3900 t:336875 epi:nan +opt_step:84192 lr:0.0001153 clip_eps:0.1 entropy:1.428 +2026-01-07 21:57:52 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:34739.00 total_reward_ma:34541.45 loss:0.02872 fps:1382 +frame:5.40e+06 wall_t:3907 t:337500 epi:nan +opt_step:84352 lr:0.000115 clip_eps:0.1 entropy:1.337 +2026-01-07 21:58:00 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:35483.50 total_reward_ma:34565.25 loss:0.01965 fps:1382 +frame:5.41e+06 wall_t:3915 t:338125 epi:nan +opt_step:84512 lr:0.0001148 clip_eps:0.1 entropy:1.476 +2026-01-07 21:58:07 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:35962.50 total_reward_ma:34594.09 loss:0.0362 fps:1382 +frame:5.42e+06 wall_t:3922 t:338750 epi:nan +opt_step:84672 lr:0.0001145 clip_eps:0.1 entropy:1.166 +2026-01-07 21:58:15 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:35807.50 total_reward_ma:34624.77 loss:0.01139 fps:1382 +frame:5.43e+06 wall_t:3930 t:339375 epi:nan +opt_step:84832 lr:0.0001143 clip_eps:0.1 entropy:1.294 +2026-01-07 21:58:22 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:36050.50 total_reward_ma:34657.71 loss:0.01966 fps:1382 +frame:5.44e+06 wall_t:3937 t:340000 epi:nan +opt_step:84992 lr:0.000114 clip_eps:0.1 entropy:1.09 +2026-01-07 21:58:30 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:37197.50 total_reward_ma:34701.04 loss:0.02146 fps:1381 +frame:5.45e+06 wall_t:3945 t:340625 epi:nan +opt_step:85152 lr:0.0001138 clip_eps:0.1 entropy:1.226 +2026-01-07 21:58:37 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:37125.00 total_reward_ma:34741.83 loss:0.008231 fps:1382 +frame:5.46e+06 wall_t:3952 t:341250 epi:nan +opt_step:85312 lr:0.0001135 clip_eps:0.1 entropy:1.321 +2026-01-07 21:58:44 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:37375.00 total_reward_ma:34784.66 loss:0.01813 fps:1382 +frame:5.47e+06 wall_t:3959 t:341875 epi:nan +opt_step:85440 lr:0.0001133 clip_eps:0.1 entropy:1.357 +2026-01-07 21:58:51 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:37270.50 total_reward_ma:34829.00 loss:0.006282 fps:1382 +frame:5.48e+06 wall_t:3966 t:342500 epi:nan +opt_step:85600 lr:0.000113 clip_eps:0.1 entropy:1.533 +2026-01-07 21:58:58 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:37380.50 total_reward_ma:34876.59 loss:0.03215 fps:1382 +frame:5.49e+06 wall_t:3973 t:343125 epi:nan +opt_step:85760 lr:0.0001128 clip_eps:0.1 entropy:1.432 +2026-01-07 21:59:06 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:37349.50 total_reward_ma:34922.77 loss:0.01929 fps:1381 +frame:5.50e+06 wall_t:3982 t:343750 epi:nan +opt_step:85920 lr:0.0001125 clip_eps:0.1 entropy:1.362 +2026-01-07 21:59:15 | INFO | PID:1840 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_defender_t0_s0 [train] +total_reward:37349.50 total_reward_ma:34972.12 loss:0.02255 fps:1381 +frame:5.51e+06 wall_t:3990 t:344375 epi:nan +opt_step:86080 lr:0.0001123 clip_eps:0.1 entropy:1.457 diff --git a/data/ppo_atari_lam70_defender_2026_01_07_205238/log/ppo_atari_lam70_defender_t0_s1.log b/data/ppo_atari_lam70_defender_2026_01_07_205238/log/ppo_atari_lam70_defender_t0_s1.log new file mode 100644 index 0000000000000000000000000000000000000000..3cae141c8f4864bab6ea17d1c02fdfa1ad427519 --- /dev/null +++ b/data/ppo_atari_lam70_defender_2026_01_07_205238/log/ppo_atari_lam70_defender_t0_s1.log @@ -0,0 +1,4002 @@ +2026-01-07 20:52:42 | INFO | PID:1841 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-07 20:53:14 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:1087.50 total_reward_ma:1087.50 loss:-0.039 fps:333.3 +frame:1.00e+04 wall_t:30 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:2.858 +2026-01-07 20:53:21 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:1108.33 total_reward_ma:1097.92 loss:-0.0386 fps:555.6 +frame:2.00e+04 wall_t:36 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:2.863 +2026-01-07 20:53:26 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:2825.00 total_reward_ma:1673.61 loss:-0.03556 fps:714.3 +frame:3.00e+04 wall_t:42 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:2.861 +2026-01-07 20:53:33 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:2916.67 total_reward_ma:1984.38 loss:-0.03041 fps:816.3 +frame:4.00e+04 wall_t:49 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:2.861 +2026-01-07 20:53:39 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:2890.00 total_reward_ma:2165.50 loss:-0.03233 fps:909.1 +frame:5.00e+04 wall_t:55 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:2.848 +2026-01-07 20:53:45 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:2836.11 total_reward_ma:2277.27 loss:-0.02668 fps:983.6 +frame:6.00e+04 wall_t:61 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:2.836 +2026-01-07 20:53:51 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:3047.73 total_reward_ma:2387.33 loss:-0.03546 fps:1045 +frame:7.00e+04 wall_t:67 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:2.838 +2026-01-07 20:53:58 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:2989.13 total_reward_ma:2462.56 loss:-0.04198 fps:1081 +frame:8.00e+04 wall_t:74 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:2.826 +2026-01-07 20:54:05 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:2989.66 total_reward_ma:2521.12 loss:-0.03162 fps:1125 +frame:9.00e+04 wall_t:80 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:2.822 +2026-01-07 20:54:12 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:3093.33 total_reward_ma:2578.35 loss:-0.03674 fps:1136 +frame:1.00e+05 wall_t:88 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:2.806 +2026-01-07 20:54:18 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:3367.19 total_reward_ma:2650.06 loss:-0.03423 fps:1183 +frame:1.10e+05 wall_t:93 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:2.775 +2026-01-07 20:54:24 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:3388.16 total_reward_ma:2711.57 loss:-0.03532 fps:1212 +frame:1.20e+05 wall_t:99 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:2.792 +2026-01-07 20:54:29 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:3361.63 total_reward_ma:2761.57 loss:-0.03609 fps:1238 +frame:1.30e+05 wall_t:105 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:2.802 +2026-01-07 20:54:35 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:3297.83 total_reward_ma:2799.88 loss:-0.03797 fps:1261 +frame:1.40e+05 wall_t:111 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:2.791 +2026-01-07 20:54:41 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:3279.63 total_reward_ma:2831.86 loss:-0.03682 fps:1282 +frame:1.50e+05 wall_t:117 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:2.797 +2026-01-07 20:54:48 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:3280.70 total_reward_ma:2859.91 loss:-0.04308 fps:1290 +frame:1.60e+05 wall_t:124 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:2.794 +2026-01-07 20:54:55 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:3278.12 total_reward_ma:2884.51 loss:-0.03534 fps:1308 +frame:1.70e+05 wall_t:130 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:2.799 +2026-01-07 20:55:00 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:3274.29 total_reward_ma:2906.17 loss:-0.02769 fps:1324 +frame:1.80e+05 wall_t:136 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:2.778 +2026-01-07 20:55:06 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:3267.36 total_reward_ma:2925.18 loss:-0.03588 fps:1338 +frame:1.90e+05 wall_t:142 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:2.763 +2026-01-07 20:55:12 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:3250.00 total_reward_ma:2941.42 loss:-0.0401 fps:1351 +frame:2.00e+05 wall_t:148 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:2.769 +2026-01-07 20:55:19 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:3235.00 total_reward_ma:2955.40 loss:-0.05252 fps:1364 +frame:2.10e+05 wall_t:154 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:2.75 +2026-01-07 20:55:25 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:3234.34 total_reward_ma:2968.08 loss:-0.04407 fps:1366 +frame:2.20e+05 wall_t:161 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:2.763 +2026-01-07 20:55:32 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:3245.29 total_reward_ma:2980.13 loss:-0.04438 fps:1369 +frame:2.30e+05 wall_t:168 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:2.787 +2026-01-07 20:55:39 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:3281.52 total_reward_ma:2992.69 loss:-0.04431 fps:1379 +frame:2.40e+05 wall_t:174 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:2.756 +2026-01-07 20:55:46 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:3318.23 total_reward_ma:3005.71 loss:-0.03394 fps:1381 +frame:2.50e+05 wall_t:181 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:2.769 +2026-01-07 20:55:52 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:3300.51 total_reward_ma:3017.05 loss:-0.04552 fps:1390 +frame:2.60e+05 wall_t:187 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:2.755 +2026-01-07 20:55:58 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:3309.50 total_reward_ma:3027.88 loss:-0.04826 fps:1392 +frame:2.70e+05 wall_t:194 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:2.747 +2026-01-07 20:56:05 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:3377.00 total_reward_ma:3040.35 loss:-0.03151 fps:1393 +frame:2.80e+05 wall_t:201 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:2.687 +2026-01-07 20:56:14 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:3524.00 total_reward_ma:3057.03 loss:-0.02642 fps:1388 +frame:2.90e+05 wall_t:209 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:2.674 +2026-01-07 20:56:22 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:3600.00 total_reward_ma:3075.12 loss:-0.03763 fps:1376 +frame:3.00e+05 wall_t:218 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:2.69 +2026-01-07 20:56:30 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:3676.00 total_reward_ma:3094.51 loss:-0.04103 fps:1378 +frame:3.10e+05 wall_t:225 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:2.664 +2026-01-07 20:56:37 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:3552.50 total_reward_ma:3108.82 loss:-0.0412 fps:1379 +frame:3.20e+05 wall_t:232 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:2.642 +2026-01-07 20:56:44 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:3596.50 total_reward_ma:3123.60 loss:-0.02716 fps:1381 +frame:3.30e+05 wall_t:239 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:2.672 +2026-01-07 20:56:51 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:3602.00 total_reward_ma:3137.67 loss:-0.038 fps:1382 +frame:3.40e+05 wall_t:246 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:2.665 +2026-01-07 20:56:57 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:3695.50 total_reward_ma:3153.61 loss:-0.0378 fps:1383 +frame:3.50e+05 wall_t:253 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:2.664 +2026-01-07 20:57:05 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:3767.50 total_reward_ma:3170.66 loss:-0.02775 fps:1385 +frame:3.60e+05 wall_t:260 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:2.666 +2026-01-07 20:57:11 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:3937.00 total_reward_ma:3191.37 loss:-0.03696 fps:1386 +frame:3.70e+05 wall_t:267 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:2.643 +2026-01-07 20:57:19 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:4012.00 total_reward_ma:3212.97 loss:-0.02659 fps:1387 +frame:3.80e+05 wall_t:274 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:2.63 +2026-01-07 20:57:26 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:4083.00 total_reward_ma:3235.28 loss:-0.02776 fps:1388 +frame:3.90e+05 wall_t:281 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:2.653 +2026-01-07 20:57:33 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:4080.00 total_reward_ma:3256.39 loss:-0.03239 fps:1384 +frame:4.00e+05 wall_t:289 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:2.67 +2026-01-07 20:57:41 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:4108.50 total_reward_ma:3277.18 loss:-0.02983 fps:1385 +frame:4.10e+05 wall_t:296 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:2.578 +2026-01-07 20:57:47 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:4145.50 total_reward_ma:3297.85 loss:-0.03777 fps:1386 +frame:4.20e+05 wall_t:303 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:2.629 +2026-01-07 20:57:54 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:4252.00 total_reward_ma:3320.04 loss:-0.03798 fps:1392 +frame:4.30e+05 wall_t:309 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:2.602 +2026-01-07 20:58:01 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:4280.00 total_reward_ma:3341.86 loss:-0.02997 fps:1392 +frame:4.40e+05 wall_t:316 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:2.562 +2026-01-07 20:58:08 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:4318.00 total_reward_ma:3363.55 loss:-0.02597 fps:1393 +frame:4.50e+05 wall_t:323 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:2.564 +2026-01-07 20:58:16 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:4528.00 total_reward_ma:3388.86 loss:-0.02497 fps:1390 +frame:4.60e+05 wall_t:331 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:2.564 +2026-01-07 20:58:23 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:4804.50 total_reward_ma:3418.98 loss:-0.03278 fps:1391 +frame:4.70e+05 wall_t:338 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:2.576 +2026-01-07 20:58:29 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:4800.00 total_reward_ma:3447.76 loss:-0.03312 fps:1391 +frame:4.80e+05 wall_t:345 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:2.512 +2026-01-07 20:58:36 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:4845.00 total_reward_ma:3476.27 loss:-0.03804 fps:1396 +frame:4.90e+05 wall_t:351 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:2.565 +2026-01-07 20:58:43 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:4909.00 total_reward_ma:3504.93 loss:-0.03908 fps:1397 +frame:5.00e+05 wall_t:358 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:2.548 +2026-01-07 20:58:49 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:5034.50 total_reward_ma:3534.92 loss:-0.0162 fps:1397 +frame:5.10e+05 wall_t:365 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:2.388 +2026-01-07 20:58:55 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:5189.50 total_reward_ma:3566.74 loss:-0.02808 fps:1402 +frame:5.20e+05 wall_t:371 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:2.431 +2026-01-07 20:59:03 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:5292.50 total_reward_ma:3599.30 loss:-0.03771 fps:1398 +frame:5.30e+05 wall_t:379 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:2.471 +2026-01-07 20:59:11 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:5480.00 total_reward_ma:3634.12 loss:-0.02642 fps:1395 +frame:5.40e+05 wall_t:387 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:2.4 +2026-01-07 20:59:19 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:5527.00 total_reward_ma:3668.54 loss:-0.03103 fps:1392 +frame:5.50e+05 wall_t:395 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:2.473 +2026-01-07 20:59:27 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:5529.00 total_reward_ma:3701.76 loss:-0.03822 fps:1393 +frame:5.60e+05 wall_t:402 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:2.465 +2026-01-07 20:59:33 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:5589.00 total_reward_ma:3734.87 loss:-0.02993 fps:1394 +frame:5.70e+05 wall_t:409 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:2.404 +2026-01-07 20:59:40 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:5843.00 total_reward_ma:3771.22 loss:-0.0229 fps:1398 +frame:5.80e+05 wall_t:415 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:2.31 +2026-01-07 20:59:47 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:6012.00 total_reward_ma:3809.20 loss:-0.02504 fps:1398 +frame:5.90e+05 wall_t:422 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:2.311 +2026-01-07 20:59:53 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:5986.00 total_reward_ma:3845.48 loss:-0.03873 fps:1402 +frame:6.00e+05 wall_t:428 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:2.344 +2026-01-07 21:00:00 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:6234.00 total_reward_ma:3884.64 loss:-0.03227 fps:1402 +frame:6.10e+05 wall_t:435 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:2.35 +2026-01-07 21:00:06 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:6254.00 total_reward_ma:3922.85 loss:-0.02301 fps:1403 +frame:6.20e+05 wall_t:442 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:2.284 +2026-01-07 21:00:13 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:6402.00 total_reward_ma:3962.20 loss:-0.03161 fps:1403 +frame:6.30e+05 wall_t:449 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:2.312 +2026-01-07 21:00:21 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:6466.50 total_reward_ma:4001.33 loss:-0.02403 fps:1404 +frame:6.40e+05 wall_t:456 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:2.307 +2026-01-07 21:00:27 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:6675.50 total_reward_ma:4042.47 loss:-0.02225 fps:1404 +frame:6.50e+05 wall_t:463 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:2.329 +2026-01-07 21:00:34 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:6796.50 total_reward_ma:4084.20 loss:-0.02135 fps:1407 +frame:6.60e+05 wall_t:469 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:2.386 +2026-01-07 21:00:41 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:6874.50 total_reward_ma:4125.85 loss:-0.01009 fps:1408 +frame:6.70e+05 wall_t:476 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:2.411 +2026-01-07 21:00:48 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:7016.50 total_reward_ma:4168.36 loss:-0.04166 fps:1408 +frame:6.80e+05 wall_t:483 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:2.432 +2026-01-07 21:00:55 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:7264.00 total_reward_ma:4213.22 loss:-0.01938 fps:1408 +frame:6.90e+05 wall_t:490 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:2.379 +2026-01-07 21:01:01 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:7265.50 total_reward_ma:4256.83 loss:-0.03161 fps:1408 +frame:7.00e+05 wall_t:497 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:2.353 +2026-01-07 21:01:09 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:7392.00 total_reward_ma:4300.98 loss:-0.03375 fps:1409 +frame:7.10e+05 wall_t:504 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:2.269 +2026-01-07 21:01:15 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:7541.00 total_reward_ma:4345.98 loss:-0.03056 fps:1409 +frame:7.20e+05 wall_t:511 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:2.364 +2026-01-07 21:01:22 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:7530.50 total_reward_ma:4389.61 loss:-0.03175 fps:1409 +frame:7.30e+05 wall_t:518 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:2.336 +2026-01-07 21:01:28 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:7410.00 total_reward_ma:4430.42 loss:-0.03218 fps:1412 +frame:7.40e+05 wall_t:524 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:2.283 +2026-01-07 21:01:34 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:7575.00 total_reward_ma:4472.35 loss:-0.02143 fps:1415 +frame:7.50e+05 wall_t:530 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:2.178 +2026-01-07 21:01:41 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:7599.00 total_reward_ma:4513.49 loss:-0.02772 fps:1418 +frame:7.60e+05 wall_t:536 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:2.225 +2026-01-07 21:01:48 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:7610.00 total_reward_ma:4553.70 loss:-0.02492 fps:1415 +frame:7.70e+05 wall_t:544 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:2.164 +2026-01-07 21:01:57 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:7606.00 total_reward_ma:4592.84 loss:-0.01598 fps:1413 +frame:7.80e+05 wall_t:552 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:2.073 +2026-01-07 21:02:05 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:7793.50 total_reward_ma:4633.35 loss:-0.02243 fps:1411 +frame:7.90e+05 wall_t:560 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:2.074 +2026-01-07 21:02:12 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:7841.00 total_reward_ma:4673.45 loss:-0.02506 fps:1408 +frame:8.00e+05 wall_t:568 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:2.144 +2026-01-07 21:02:19 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:7918.50 total_reward_ma:4713.51 loss:-0.02997 fps:1411 +frame:8.10e+05 wall_t:574 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:2.24 +2026-01-07 21:02:25 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:8150.50 total_reward_ma:4755.42 loss:-0.02778 fps:1411 +frame:8.20e+05 wall_t:581 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:2.246 +2026-01-07 21:02:33 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:8276.50 total_reward_ma:4797.85 loss:-0.02626 fps:1412 +frame:8.30e+05 wall_t:588 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:2.228 +2026-01-07 21:02:39 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:8365.00 total_reward_ma:4840.31 loss:-0.0129 fps:1414 +frame:8.40e+05 wall_t:594 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:2.036 +2026-01-07 21:02:45 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:8469.00 total_reward_ma:4883.00 loss:-0.01994 fps:1414 +frame:8.50e+05 wall_t:601 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:2.143 +2026-01-07 21:02:51 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:8805.50 total_reward_ma:4928.61 loss:-0.02794 fps:1419 +frame:8.60e+05 wall_t:606 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:2.176 +2026-01-07 21:02:58 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:9240.00 total_reward_ma:4978.17 loss:-0.02935 fps:1419 +frame:8.70e+05 wall_t:613 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:2.125 +2026-01-07 21:03:05 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:9465.50 total_reward_ma:5029.16 loss:-0.01726 fps:1417 +frame:8.80e+05 wall_t:621 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:2.082 +2026-01-07 21:03:12 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:9525.00 total_reward_ma:5079.68 loss:-0.01508 fps:1417 +frame:8.90e+05 wall_t:628 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:2.065 +2026-01-07 21:03:19 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:9539.50 total_reward_ma:5129.23 loss:-0.02183 fps:1417 +frame:9.00e+05 wall_t:635 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:2.093 +2026-01-07 21:03:26 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:9726.50 total_reward_ma:5179.75 loss:-0.02062 fps:1417 +frame:9.10e+05 wall_t:642 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:2.046 +2026-01-07 21:03:34 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:9712.50 total_reward_ma:5229.02 loss:-0.01188 fps:1418 +frame:9.20e+05 wall_t:649 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:2.017 +2026-01-07 21:03:42 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:9664.50 total_reward_ma:5276.71 loss:-0.01887 fps:1416 +frame:9.30e+05 wall_t:657 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:1.98 +2026-01-07 21:03:48 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:9665.00 total_reward_ma:5323.40 loss:-0.02072 fps:1416 +frame:9.40e+05 wall_t:664 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:2.059 +2026-01-07 21:03:56 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:9412.00 total_reward_ma:5366.43 loss:-0.01799 fps:1416 +frame:9.50e+05 wall_t:671 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:2.1 +2026-01-07 21:04:02 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:9166.50 total_reward_ma:5406.02 loss:-0.01474 fps:1416 +frame:9.60e+05 wall_t:678 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:1.999 +2026-01-07 21:04:10 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:9243.50 total_reward_ma:5445.58 loss:-0.01987 fps:1414 +frame:9.70e+05 wall_t:686 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:2.142 +2026-01-07 21:04:17 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:9127.00 total_reward_ma:5483.15 loss:-0.005604 fps:1414 +frame:9.80e+05 wall_t:693 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:1.959 +2026-01-07 21:04:24 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:8954.50 total_reward_ma:5518.21 loss:-0.004329 fps:1414 +frame:9.90e+05 wall_t:700 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:1.909 +2026-01-07 21:04:32 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:8638.00 total_reward_ma:5549.41 loss:-0.02242 fps:1414 +frame:1.00e+06 wall_t:707 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:1.989 +2026-01-07 21:04:38 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:8467.00 total_reward_ma:5623.20 loss:-0.01191 fps:1415 +frame:1.01e+06 wall_t:714 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:1.878 +2026-01-07 21:04:46 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:8633.50 total_reward_ma:5698.45 loss:-0.002394 fps:1413 +frame:1.02e+06 wall_t:722 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:1.856 +2026-01-07 21:04:53 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:8627.00 total_reward_ma:5756.47 loss:-0.01863 fps:1415 +frame:1.03e+06 wall_t:728 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:2.056 +2026-01-07 21:05:00 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:8717.50 total_reward_ma:5814.48 loss:-0.03248 fps:1415 +frame:1.04e+06 wall_t:735 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:2.267 +2026-01-07 21:05:06 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:8874.00 total_reward_ma:5874.32 loss:-0.02511 fps:1415 +frame:1.05e+06 wall_t:742 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:2.176 +2026-01-07 21:05:13 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:8823.00 total_reward_ma:5934.19 loss:-0.01271 fps:1415 +frame:1.06e+06 wall_t:749 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:2.25 +2026-01-07 21:05:20 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:9225.00 total_reward_ma:5995.96 loss:-0.01019 fps:1417 +frame:1.07e+06 wall_t:755 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:1.921 +2026-01-07 21:05:27 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:9644.50 total_reward_ma:6062.52 loss:-0.0219 fps:1415 +frame:1.08e+06 wall_t:763 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:2.184 +2026-01-07 21:05:34 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:9722.00 total_reward_ma:6129.84 loss:-0.0226 fps:1417 +frame:1.09e+06 wall_t:769 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:2.047 +2026-01-07 21:05:40 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:9754.50 total_reward_ma:6196.45 loss:-0.02616 fps:1418 +frame:1.10e+06 wall_t:776 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:2.079 +2026-01-07 21:05:47 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:9915.50 total_reward_ma:6261.94 loss:-0.02152 fps:1419 +frame:1.11e+06 wall_t:782 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:2.007 +2026-01-07 21:05:53 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:10423.50 total_reward_ma:6332.29 loss:-0.01524 fps:1420 +frame:1.12e+06 wall_t:789 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:1.97 +2026-01-07 21:06:00 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:10613.00 total_reward_ma:6404.80 loss:-0.01274 fps:1420 +frame:1.13e+06 wall_t:796 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:1.935 +2026-01-07 21:06:08 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:11033.50 total_reward_ma:6482.16 loss:-0.02376 fps:1420 +frame:1.14e+06 wall_t:803 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:1.945 +2026-01-07 21:06:16 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:11093.50 total_reward_ma:6560.30 loss:-0.01144 fps:1418 +frame:1.15e+06 wall_t:811 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:2.059 +2026-01-07 21:06:23 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:11093.00 total_reward_ma:6638.42 loss:-0.01699 fps:1416 +frame:1.16e+06 wall_t:819 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:2.101 +2026-01-07 21:06:30 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:11409.00 total_reward_ma:6719.73 loss:0.00977 fps:1418 +frame:1.17e+06 wall_t:825 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:1.798 +2026-01-07 21:06:37 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:11449.50 total_reward_ma:6801.48 loss:-0.0176 fps:1418 +frame:1.18e+06 wall_t:832 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:2.093 +2026-01-07 21:06:43 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:11682.00 total_reward_ma:6885.63 loss:-0.03075 fps:1418 +frame:1.19e+06 wall_t:839 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:2.126 +2026-01-07 21:06:49 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:12303.50 total_reward_ma:6976.16 loss:-0.004304 fps:1420 +frame:1.20e+06 wall_t:845 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:1.98 +2026-01-07 21:06:56 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:12327.50 total_reward_ma:7067.09 loss:-0.01641 fps:1422 +frame:1.21e+06 wall_t:851 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:2.068 +2026-01-07 21:07:02 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:12483.50 total_reward_ma:7159.58 loss:-0.01538 fps:1422 +frame:1.22e+06 wall_t:858 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:2.126 +2026-01-07 21:07:09 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:12552.50 total_reward_ma:7252.65 loss:-0.006061 fps:1422 +frame:1.23e+06 wall_t:865 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:1.899 +2026-01-07 21:07:16 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:12750.50 total_reward_ma:7347.34 loss:-0.02437 fps:1422 +frame:1.24e+06 wall_t:872 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:2.061 +2026-01-07 21:07:24 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:13017.00 total_reward_ma:7444.33 loss:-0.01187 fps:1422 +frame:1.25e+06 wall_t:879 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:1.939 +2026-01-07 21:07:31 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:12862.50 total_reward_ma:7539.95 loss:-0.01769 fps:1422 +frame:1.26e+06 wall_t:886 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:2.036 +2026-01-07 21:07:37 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:13009.50 total_reward_ma:7636.95 loss:-0.02983 fps:1422 +frame:1.27e+06 wall_t:893 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:2.051 +2026-01-07 21:07:44 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:12958.50 total_reward_ma:7732.77 loss:-0.01274 fps:1422 +frame:1.28e+06 wall_t:900 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:1.897 +2026-01-07 21:07:50 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:13327.00 total_reward_ma:7830.79 loss:-0.005642 fps:1424 +frame:1.29e+06 wall_t:906 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:1.78 +2026-01-07 21:07:57 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:13271.00 total_reward_ma:7927.50 loss:0.004705 fps:1424 +frame:1.30e+06 wall_t:913 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:1.784 +2026-01-07 21:08:04 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:13027.00 total_reward_ma:8021.02 loss:-0.003697 fps:1424 +frame:1.31e+06 wall_t:920 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:1.995 +2026-01-07 21:08:11 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:12963.50 total_reward_ma:8115.12 loss:-0.01364 fps:1424 +frame:1.32e+06 wall_t:927 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:1.89 +2026-01-07 21:08:18 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:12773.50 total_reward_ma:8206.89 loss:-0.009603 fps:1426 +frame:1.33e+06 wall_t:933 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:1.873 +2026-01-07 21:08:23 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:12892.00 total_reward_ma:8299.79 loss:-0.0139 fps:1427 +frame:1.34e+06 wall_t:939 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:1.994 +2026-01-07 21:08:30 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:13100.00 total_reward_ma:8393.84 loss:-0.00504 fps:1429 +frame:1.35e+06 wall_t:945 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:2.106 +2026-01-07 21:08:36 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:13071.00 total_reward_ma:8486.88 loss:-0.01254 fps:1429 +frame:1.36e+06 wall_t:952 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:1.919 +2026-01-07 21:08:43 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:12870.50 total_reward_ma:8576.21 loss:-0.01748 fps:1429 +frame:1.37e+06 wall_t:959 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:1.981 +2026-01-07 21:08:50 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:12707.00 total_reward_ma:8663.16 loss:0.004733 fps:1430 +frame:1.38e+06 wall_t:965 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:1.989 +2026-01-07 21:08:56 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:12407.00 total_reward_ma:8746.40 loss:-0.001986 fps:1430 +frame:1.39e+06 wall_t:972 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:1.849 +2026-01-07 21:09:03 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:12531.00 total_reward_ma:8830.91 loss:-0.01378 fps:1430 +frame:1.40e+06 wall_t:979 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:1.744 +2026-01-07 21:09:10 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:12618.00 total_reward_ma:8916.00 loss:-0.01614 fps:1430 +frame:1.41e+06 wall_t:986 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:1.872 +2026-01-07 21:09:16 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:12287.00 total_reward_ma:8997.42 loss:0.002099 fps:1431 +frame:1.42e+06 wall_t:992 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:1.788 +2026-01-07 21:09:22 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:12283.00 total_reward_ma:9077.73 loss:-0.02079 fps:1433 +frame:1.43e+06 wall_t:998 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:1.977 +2026-01-07 21:09:28 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:12458.00 total_reward_ma:9159.51 loss:-0.007622 fps:1434 +frame:1.44e+06 wall_t:1004 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:1.894 +2026-01-07 21:09:35 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:12613.50 total_reward_ma:9242.46 loss:-0.01193 fps:1436 +frame:1.45e+06 wall_t:1010 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:1.707 +2026-01-07 21:09:41 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:12574.00 total_reward_ma:9322.92 loss:0.01367 fps:1437 +frame:1.46e+06 wall_t:1016 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:1.702 +2026-01-07 21:09:47 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:12827.00 total_reward_ma:9403.15 loss:-0.009094 fps:1437 +frame:1.47e+06 wall_t:1023 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:1.819 +2026-01-07 21:09:54 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:13026.50 total_reward_ma:9485.42 loss:-0.00902 fps:1438 +frame:1.48e+06 wall_t:1029 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:1.655 +2026-01-07 21:10:01 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:13258.50 total_reward_ma:9569.55 loss:-0.003357 fps:1437 +frame:1.49e+06 wall_t:1037 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:1.602 +2026-01-07 21:10:08 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:13510.00 total_reward_ma:9655.56 loss:-0.0136 fps:1437 +frame:1.50e+06 wall_t:1044 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:1.811 +2026-01-07 21:10:15 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:13583.00 total_reward_ma:9741.04 loss:-0.0007652 fps:1437 +frame:1.51e+06 wall_t:1051 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:1.622 +2026-01-07 21:10:22 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:13681.50 total_reward_ma:9825.96 loss:0.004532 fps:1438 +frame:1.52e+06 wall_t:1057 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:1.598 +2026-01-07 21:10:28 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:13803.00 total_reward_ma:9911.07 loss:-0.00136 fps:1438 +frame:1.53e+06 wall_t:1064 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:1.862 +2026-01-07 21:10:34 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:14218.50 total_reward_ma:9998.46 loss:-0.00795 fps:1441 +frame:1.54e+06 wall_t:1069 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:1.722 +2026-01-07 21:10:40 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:14507.50 total_reward_ma:10088.26 loss:-0.005692 fps:1441 +frame:1.55e+06 wall_t:1076 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:1.864 +2026-01-07 21:10:47 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:14801.00 total_reward_ma:10180.98 loss:-0.001287 fps:1440 +frame:1.56e+06 wall_t:1083 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:1.709 +2026-01-07 21:10:55 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:15277.50 total_reward_ma:10277.87 loss:0.01375 fps:1440 +frame:1.57e+06 wall_t:1090 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:1.489 +2026-01-07 21:11:02 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:15815.50 total_reward_ma:10377.59 loss:0.002753 fps:1439 +frame:1.58e+06 wall_t:1098 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:1.724 +2026-01-07 21:11:09 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:15767.00 total_reward_ma:10475.14 loss:0.003485 fps:1439 +frame:1.59e+06 wall_t:1105 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:1.496 +2026-01-07 21:11:15 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:16324.50 total_reward_ma:10578.53 loss:0.008596 fps:1440 +frame:1.60e+06 wall_t:1111 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:1.737 +2026-01-07 21:11:22 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:16811.00 total_reward_ma:10684.29 loss:-0.008253 fps:1440 +frame:1.61e+06 wall_t:1118 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:1.663 +2026-01-07 21:11:30 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:17296.00 total_reward_ma:10794.71 loss:0.01005 fps:1440 +frame:1.62e+06 wall_t:1125 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:1.522 +2026-01-07 21:11:35 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:17242.50 total_reward_ma:10903.12 loss:-0.007667 fps:1442 +frame:1.63e+06 wall_t:1130 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:1.759 +2026-01-07 21:11:41 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:17197.00 total_reward_ma:11010.42 loss:-0.01853 fps:1444 +frame:1.64e+06 wall_t:1136 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:1.701 +2026-01-07 21:11:47 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:16966.00 total_reward_ma:11113.33 loss:-0.0004389 fps:1445 +frame:1.65e+06 wall_t:1142 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:1.767 +2026-01-07 21:11:53 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:17421.50 total_reward_ma:11219.58 loss:0.01391 fps:1445 +frame:1.66e+06 wall_t:1149 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:1.553 +2026-01-07 21:12:00 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:17220.50 total_reward_ma:11323.04 loss:-0.0001877 fps:1445 +frame:1.67e+06 wall_t:1156 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:1.832 +2026-01-07 21:12:07 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:17442.00 total_reward_ma:11427.29 loss:-0.009293 fps:1446 +frame:1.68e+06 wall_t:1162 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:1.641 +2026-01-07 21:12:15 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:17770.50 total_reward_ma:11532.36 loss:0.01344 fps:1444 +frame:1.69e+06 wall_t:1170 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:1.548 +2026-01-07 21:12:22 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:17907.50 total_reward_ma:11638.78 loss:0.01106 fps:1444 +frame:1.70e+06 wall_t:1177 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:1.63 +2026-01-07 21:12:28 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:17991.50 total_reward_ma:11744.78 loss:0.001022 fps:1445 +frame:1.71e+06 wall_t:1183 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:1.597 +2026-01-07 21:12:34 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:17907.00 total_reward_ma:11848.43 loss:-0.008368 fps:1445 +frame:1.72e+06 wall_t:1190 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:1.755 +2026-01-07 21:12:42 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:18103.00 total_reward_ma:11954.16 loss:0.0142 fps:1444 +frame:1.73e+06 wall_t:1198 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:1.6 +2026-01-07 21:12:48 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:18297.50 total_reward_ma:12063.04 loss:0.01534 fps:1445 +frame:1.74e+06 wall_t:1204 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:1.567 +2026-01-07 21:12:55 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:18193.50 total_reward_ma:12169.22 loss:0.01081 fps:1446 +frame:1.75e+06 wall_t:1210 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:1.528 +2026-01-07 21:13:01 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:17639.00 total_reward_ma:12269.62 loss:0.01125 fps:1447 +frame:1.76e+06 wall_t:1216 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:1.597 +2026-01-07 21:13:07 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:17823.50 total_reward_ma:12371.75 loss:-0.01321 fps:1448 +frame:1.77e+06 wall_t:1222 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:1.561 +2026-01-07 21:13:13 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:17841.50 total_reward_ma:12474.11 loss:0.004358 fps:1450 +frame:1.78e+06 wall_t:1228 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:1.588 +2026-01-07 21:13:19 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:18020.50 total_reward_ma:12576.38 loss:-0.001368 fps:1451 +frame:1.79e+06 wall_t:1234 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:1.531 +2026-01-07 21:13:24 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:17881.00 total_reward_ma:12676.78 loss:0.008358 fps:1452 +frame:1.80e+06 wall_t:1240 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:1.548 +2026-01-07 21:13:31 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:17456.50 total_reward_ma:12772.16 loss:0.01365 fps:1453 +frame:1.81e+06 wall_t:1246 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:1.625 +2026-01-07 21:13:37 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:17476.50 total_reward_ma:12865.42 loss:-0.01492 fps:1454 +frame:1.82e+06 wall_t:1252 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:1.654 +2026-01-07 21:13:42 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:17584.50 total_reward_ma:12958.50 loss:-0.00361 fps:1455 +frame:1.83e+06 wall_t:1258 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:1.713 +2026-01-07 21:13:49 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:17608.50 total_reward_ma:13050.93 loss:-0.004703 fps:1456 +frame:1.84e+06 wall_t:1264 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:1.67 +2026-01-07 21:13:55 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:17524.50 total_reward_ma:13141.49 loss:0.006712 fps:1457 +frame:1.85e+06 wall_t:1270 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:1.738 +2026-01-07 21:14:00 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:17700.00 total_reward_ma:13230.43 loss:0.0185 fps:1458 +frame:1.86e+06 wall_t:1276 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:1.755 +2026-01-07 21:14:06 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:18072.50 total_reward_ma:13318.76 loss:0.00163 fps:1459 +frame:1.87e+06 wall_t:1282 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:1.817 +2026-01-07 21:14:12 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:18353.00 total_reward_ma:13407.63 loss:0.007459 fps:1461 +frame:1.88e+06 wall_t:1287 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:1.654 +2026-01-07 21:14:18 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:18270.00 total_reward_ma:13495.08 loss:-0.003644 fps:1462 +frame:1.89e+06 wall_t:1293 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:1.761 +2026-01-07 21:14:24 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:17651.00 total_reward_ma:13576.20 loss:0.03732 fps:1462 +frame:1.90e+06 wall_t:1300 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:1.463 +2026-01-07 21:14:30 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:17651.00 total_reward_ma:13655.45 loss:0.002932 fps:1464 +frame:1.91e+06 wall_t:1305 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:1.722 +2026-01-07 21:14:36 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:18089.50 total_reward_ma:13739.21 loss:0.01261 fps:1465 +frame:1.92e+06 wall_t:1311 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:1.564 +2026-01-07 21:14:43 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:18117.50 total_reward_ma:13823.75 loss:-0.003293 fps:1464 +frame:1.93e+06 wall_t:1318 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:1.906 +2026-01-07 21:14:50 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:17993.00 total_reward_ma:13907.03 loss:-0.02264 fps:1464 +frame:1.94e+06 wall_t:1325 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:1.838 +2026-01-07 21:14:57 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:18103.50 total_reward_ma:13993.94 loss:0.006673 fps:1463 +frame:1.95e+06 wall_t:1333 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:1.744 +2026-01-07 21:15:03 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:17717.00 total_reward_ma:14079.45 loss:0.002587 fps:1464 +frame:1.96e+06 wall_t:1339 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:1.658 +2026-01-07 21:15:10 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:17709.00 total_reward_ma:14164.10 loss:0.01048 fps:1465 +frame:1.97e+06 wall_t:1345 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:1.672 +2026-01-07 21:15:17 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:17513.00 total_reward_ma:14247.96 loss:0.008472 fps:1464 +frame:1.98e+06 wall_t:1352 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:1.54 +2026-01-07 21:15:24 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:17153.00 total_reward_ma:14329.95 loss:0.01234 fps:1463 +frame:1.99e+06 wall_t:1360 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:1.693 +2026-01-07 21:15:31 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:16993.00 total_reward_ma:14413.50 loss:0.01643 fps:1464 +frame:2.00e+06 wall_t:1366 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:1.526 +2026-01-07 21:15:38 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:17127.50 total_reward_ma:14500.10 loss:0.02675 fps:1464 +frame:2.01e+06 wall_t:1373 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:1.579 +2026-01-07 21:15:45 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:17515.00 total_reward_ma:14588.92 loss:-0.001103 fps:1464 +frame:2.02e+06 wall_t:1380 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:1.612 +2026-01-07 21:15:52 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:17329.00 total_reward_ma:14675.93 loss:0.0133 fps:1463 +frame:2.03e+06 wall_t:1388 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:1.55 +2026-01-07 21:15:59 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:17465.00 total_reward_ma:14763.41 loss:-0.00115 fps:1462 +frame:2.04e+06 wall_t:1395 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:1.605 +2026-01-07 21:16:05 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:17341.00 total_reward_ma:14848.08 loss:-0.002233 fps:1463 +frame:2.05e+06 wall_t:1401 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:1.699 +2026-01-07 21:16:11 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:18028.00 total_reward_ma:14940.13 loss:0.01206 fps:1464 +frame:2.06e+06 wall_t:1407 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:1.678 +2026-01-07 21:16:18 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:17760.50 total_reward_ma:15025.49 loss:-0.004497 fps:1464 +frame:2.07e+06 wall_t:1414 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:1.603 +2026-01-07 21:16:25 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:17756.00 total_reward_ma:15106.60 loss:0.0117 fps:1465 +frame:2.08e+06 wall_t:1420 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:1.547 +2026-01-07 21:16:32 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:17922.00 total_reward_ma:15188.60 loss:0.004969 fps:1465 +frame:2.09e+06 wall_t:1427 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:1.539 +2026-01-07 21:16:39 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:18106.00 total_reward_ma:15272.12 loss:0.04309 fps:1464 +frame:2.10e+06 wall_t:1434 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:1.534 +2026-01-07 21:16:46 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:18835.00 total_reward_ma:15361.31 loss:0.01689 fps:1464 +frame:2.11e+06 wall_t:1441 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:1.578 +2026-01-07 21:16:52 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:18984.50 total_reward_ma:15446.92 loss:-0.01048 fps:1464 +frame:2.12e+06 wall_t:1448 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:1.747 +2026-01-07 21:16:59 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:18952.00 total_reward_ma:15530.31 loss:-0.00802 fps:1464 +frame:2.13e+06 wall_t:1455 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:1.772 +2026-01-07 21:17:06 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:19064.00 total_reward_ma:15610.62 loss:-0.01239 fps:1465 +frame:2.14e+06 wall_t:1461 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:1.85 +2026-01-07 21:17:13 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:18900.50 total_reward_ma:15688.68 loss:0.01888 fps:1465 +frame:2.15e+06 wall_t:1468 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:1.984 +2026-01-07 21:17:20 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:18987.00 total_reward_ma:15767.62 loss:0.0102 fps:1464 +frame:2.16e+06 wall_t:1475 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:1.696 +2026-01-07 21:17:26 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:18992.00 total_reward_ma:15843.46 loss:0.0008856 fps:1464 +frame:2.17e+06 wall_t:1482 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:1.96 +2026-01-07 21:17:33 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:19272.00 total_reward_ma:15921.68 loss:0.004934 fps:1465 +frame:2.18e+06 wall_t:1488 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:1.668 +2026-01-07 21:17:40 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:19763.00 total_reward_ma:16002.49 loss:0.001756 fps:1465 +frame:2.19e+06 wall_t:1495 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:1.639 +2026-01-07 21:17:47 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:19662.50 total_reward_ma:16076.08 loss:0.0008759 fps:1465 +frame:2.20e+06 wall_t:1502 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:1.685 +2026-01-07 21:17:54 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:19688.50 total_reward_ma:16149.69 loss:-0.007891 fps:1464 +frame:2.21e+06 wall_t:1510 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:1.803 +2026-01-07 21:18:00 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:20209.00 total_reward_ma:16226.95 loss:0.0005095 fps:1464 +frame:2.22e+06 wall_t:1516 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:1.45 +2026-01-07 21:18:07 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:20085.50 total_reward_ma:16302.28 loss:-0.001353 fps:1464 +frame:2.23e+06 wall_t:1523 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:1.775 +2026-01-07 21:18:13 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:19863.50 total_reward_ma:16373.41 loss:-0.03177 fps:1465 +frame:2.24e+06 wall_t:1529 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:1.913 +2026-01-07 21:18:20 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:20296.00 total_reward_ma:16446.20 loss:-0.00302 fps:1465 +frame:2.25e+06 wall_t:1536 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:1.701 +2026-01-07 21:18:28 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:20369.00 total_reward_ma:16521.26 loss:-0.001984 fps:1465 +frame:2.26e+06 wall_t:1543 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:1.765 +2026-01-07 21:18:35 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:20479.00 total_reward_ma:16595.96 loss:-0.01189 fps:1464 +frame:2.27e+06 wall_t:1551 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:1.873 +2026-01-07 21:18:42 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:20677.00 total_reward_ma:16673.14 loss:0.007802 fps:1463 +frame:2.28e+06 wall_t:1558 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:1.603 +2026-01-07 21:18:48 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:20698.50 total_reward_ma:16746.86 loss:-0.01729 fps:1464 +frame:2.29e+06 wall_t:1564 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:1.718 +2026-01-07 21:18:54 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:21200.00 total_reward_ma:16826.14 loss:-0.009964 fps:1465 +frame:2.30e+06 wall_t:1570 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:1.686 +2026-01-07 21:18:59 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:20644.00 total_reward_ma:16902.31 loss:0.01251 fps:1467 +frame:2.31e+06 wall_t:1575 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:1.722 +2026-01-07 21:19:05 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:20462.50 total_reward_ma:16977.30 loss:-0.0009464 fps:1468 +frame:2.32e+06 wall_t:1580 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:1.525 +2026-01-07 21:19:12 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:20899.50 total_reward_ma:17058.56 loss:-0.007017 fps:1467 +frame:2.33e+06 wall_t:1588 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:1.69 +2026-01-07 21:19:19 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:21372.50 total_reward_ma:17143.37 loss:-0.006296 fps:1467 +frame:2.34e+06 wall_t:1595 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:1.674 +2026-01-07 21:19:27 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:21304.50 total_reward_ma:17225.41 loss:-0.01327 fps:1467 +frame:2.35e+06 wall_t:1602 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:1.779 +2026-01-07 21:19:34 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:21313.00 total_reward_ma:17307.84 loss:-0.01504 fps:1467 +frame:2.36e+06 wall_t:1609 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:1.819 +2026-01-07 21:19:41 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:21361.50 total_reward_ma:17392.74 loss:0.005411 fps:1467 +frame:2.37e+06 wall_t:1616 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:1.635 +2026-01-07 21:19:47 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:21200.00 total_reward_ma:17477.68 loss:0.02038 fps:1466 +frame:2.38e+06 wall_t:1623 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:1.615 +2026-01-07 21:19:53 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:21245.00 total_reward_ma:17566.05 loss:-0.007832 fps:1467 +frame:2.39e+06 wall_t:1629 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:1.644 +2026-01-07 21:20:00 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:20881.50 total_reward_ma:17649.56 loss:0.005388 fps:1467 +frame:2.40e+06 wall_t:1636 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:1.61 +2026-01-07 21:20:07 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:20851.50 total_reward_ma:17731.89 loss:0.004653 fps:1467 +frame:2.41e+06 wall_t:1643 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:1.449 +2026-01-07 21:20:14 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:21181.00 total_reward_ma:17820.84 loss:-0.008863 fps:1468 +frame:2.42e+06 wall_t:1649 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:1.677 +2026-01-07 21:20:20 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:21383.00 total_reward_ma:17911.84 loss:0.04326 fps:1468 +frame:2.43e+06 wall_t:1655 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:1.558 +2026-01-07 21:20:26 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:21435.50 total_reward_ma:18001.61 loss:-0.008855 fps:1469 +frame:2.44e+06 wall_t:1661 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:1.659 +2026-01-07 21:20:31 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:21532.50 total_reward_ma:18090.80 loss:0.00786 fps:1470 +frame:2.45e+06 wall_t:1667 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:1.77 +2026-01-07 21:20:39 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:21620.00 total_reward_ma:18181.26 loss:-0.001451 fps:1470 +frame:2.46e+06 wall_t:1674 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:1.848 +2026-01-07 21:20:44 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:21607.50 total_reward_ma:18269.06 loss:-0.009261 fps:1470 +frame:2.47e+06 wall_t:1680 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:1.772 +2026-01-07 21:20:49 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:21729.50 total_reward_ma:18356.10 loss:-0.02071 fps:1472 +frame:2.48e+06 wall_t:1685 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:2.041 +2026-01-07 21:20:55 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:21499.50 total_reward_ma:18438.51 loss:-0.01859 fps:1473 +frame:2.49e+06 wall_t:1691 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:2.083 +2026-01-07 21:21:01 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:21260.50 total_reward_ma:18516.01 loss:-0.0002605 fps:1473 +frame:2.50e+06 wall_t:1697 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:1.934 +2026-01-07 21:21:09 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:21431.50 total_reward_ma:18594.49 loss:-0.01466 fps:1473 +frame:2.51e+06 wall_t:1704 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:1.924 +2026-01-07 21:21:15 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:21555.00 total_reward_ma:18673.23 loss:-0.007942 fps:1474 +frame:2.52e+06 wall_t:1710 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:1.845 +2026-01-07 21:21:22 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:21531.00 total_reward_ma:18750.51 loss:-0.004164 fps:1474 +frame:2.53e+06 wall_t:1717 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:1.657 +2026-01-07 21:21:28 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:21474.50 total_reward_ma:18823.07 loss:0.01116 fps:1473 +frame:2.54e+06 wall_t:1724 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:1.581 +2026-01-07 21:21:35 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:21202.00 total_reward_ma:18890.02 loss:-0.009232 fps:1473 +frame:2.55e+06 wall_t:1731 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:1.7 +2026-01-07 21:21:42 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:21782.50 total_reward_ma:18959.83 loss:0.03185 fps:1473 +frame:2.56e+06 wall_t:1738 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:1.541 +2026-01-07 21:21:48 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:21905.50 total_reward_ma:19026.11 loss:0.01292 fps:1474 +frame:2.57e+06 wall_t:1744 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:1.527 +2026-01-07 21:21:56 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:21389.50 total_reward_ma:19081.85 loss:0.02333 fps:1473 +frame:2.58e+06 wall_t:1752 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:1.478 +2026-01-07 21:22:02 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:20931.00 total_reward_ma:19133.49 loss:0.02495 fps:1473 +frame:2.59e+06 wall_t:1758 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:1.527 +2026-01-07 21:22:10 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:21316.50 total_reward_ma:19183.41 loss:0.02469 fps:1473 +frame:2.60e+06 wall_t:1765 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:1.515 +2026-01-07 21:22:17 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:21229.50 total_reward_ma:19227.60 loss:0.04292 fps:1472 +frame:2.61e+06 wall_t:1773 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:1.363 +2026-01-07 21:22:24 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:21044.50 total_reward_ma:19265.08 loss:0.01266 fps:1472 +frame:2.62e+06 wall_t:1780 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:1.442 +2026-01-07 21:22:30 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:20997.00 total_reward_ma:19302.62 loss:0.01535 fps:1473 +frame:2.63e+06 wall_t:1786 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:1.392 +2026-01-07 21:22:37 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:21807.00 total_reward_ma:19348.72 loss:0.001948 fps:1472 +frame:2.64e+06 wall_t:1793 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:1.244 +2026-01-07 21:22:45 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:21845.00 total_reward_ma:19397.52 loss:0.03288 fps:1471 +frame:2.65e+06 wall_t:1801 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:1.363 +2026-01-07 21:22:53 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:21879.00 total_reward_ma:19442.09 loss:0.01102 fps:1471 +frame:2.66e+06 wall_t:1808 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:1.228 +2026-01-07 21:22:59 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:21767.00 total_reward_ma:19487.55 loss:0.02802 fps:1471 +frame:2.67e+06 wall_t:1815 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:1.44 +2026-01-07 21:23:06 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:21565.00 total_reward_ma:19528.79 loss:0.02513 fps:1472 +frame:2.68e+06 wall_t:1821 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:1.416 +2026-01-07 21:23:14 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:21784.50 total_reward_ma:19568.93 loss:0.009336 fps:1471 +frame:2.69e+06 wall_t:1829 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:1.478 +2026-01-07 21:23:21 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:21784.50 total_reward_ma:19607.70 loss:-0.009709 fps:1471 +frame:2.70e+06 wall_t:1836 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:1.475 +2026-01-07 21:23:27 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:21816.00 total_reward_ma:19645.94 loss:0.03645 fps:1470 +frame:2.71e+06 wall_t:1843 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:1.389 +2026-01-07 21:23:35 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:22372.00 total_reward_ma:19690.59 loss:0.01198 fps:1470 +frame:2.72e+06 wall_t:1850 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:1.309 +2026-01-07 21:23:42 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:22939.50 total_reward_ma:19738.96 loss:0.01791 fps:1469 +frame:2.73e+06 wall_t:1858 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:1.431 +2026-01-07 21:23:49 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:22951.50 total_reward_ma:19785.49 loss:0.02192 fps:1469 +frame:2.74e+06 wall_t:1865 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:1.418 +2026-01-07 21:23:58 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:22673.00 total_reward_ma:19830.29 loss:0.00554 fps:1468 +frame:2.75e+06 wall_t:1873 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:1.444 +2026-01-07 21:24:05 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:22853.50 total_reward_ma:19882.44 loss:0.005812 fps:1467 +frame:2.76e+06 wall_t:1881 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:1.525 +2026-01-07 21:24:13 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:23372.50 total_reward_ma:19937.93 loss:0.03601 fps:1467 +frame:2.77e+06 wall_t:1888 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:1.45 +2026-01-07 21:24:20 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:23592.00 total_reward_ma:19995.43 loss:0.009693 fps:1466 +frame:2.78e+06 wall_t:1896 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:1.656 +2026-01-07 21:24:26 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:22860.00 total_reward_ma:20043.82 loss:0.002261 fps:1467 +frame:2.79e+06 wall_t:1902 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:1.615 +2026-01-07 21:24:33 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:23256.50 total_reward_ma:20097.58 loss:0.01631 fps:1467 +frame:2.80e+06 wall_t:1909 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:1.392 +2026-01-07 21:24:40 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:23022.00 total_reward_ma:20153.23 loss:0.01685 fps:1467 +frame:2.81e+06 wall_t:1915 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:1.684 +2026-01-07 21:24:46 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:23583.00 total_reward_ma:20214.30 loss:0.02335 fps:1467 +frame:2.82e+06 wall_t:1922 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:1.517 +2026-01-07 21:24:53 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:24243.50 total_reward_ma:20280.89 loss:0.01289 fps:1467 +frame:2.83e+06 wall_t:1929 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:1.562 +2026-01-07 21:25:00 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:23876.00 total_reward_ma:20343.56 loss:-0.008312 fps:1468 +frame:2.84e+06 wall_t:1935 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:1.729 +2026-01-07 21:25:07 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:23808.00 total_reward_ma:20406.40 loss:-0.002523 fps:1468 +frame:2.85e+06 wall_t:1942 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:1.461 +2026-01-07 21:25:14 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:23919.00 total_reward_ma:20468.59 loss:0.002666 fps:1467 +frame:2.86e+06 wall_t:1949 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:1.558 +2026-01-07 21:25:21 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:23976.50 total_reward_ma:20527.63 loss:0.001516 fps:1467 +frame:2.87e+06 wall_t:1956 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:1.923 +2026-01-07 21:25:27 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:24226.50 total_reward_ma:20586.37 loss:0.02502 fps:1467 +frame:2.88e+06 wall_t:1963 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:1.246 +2026-01-07 21:25:33 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:24226.50 total_reward_ma:20645.93 loss:0.008944 fps:1468 +frame:2.89e+06 wall_t:1968 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:1.323 +2026-01-07 21:25:39 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:24816.00 total_reward_ma:20717.58 loss:0.01242 fps:1468 +frame:2.90e+06 wall_t:1975 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:1.474 +2026-01-07 21:25:44 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:24877.00 total_reward_ma:20789.84 loss:0.008128 fps:1470 +frame:2.91e+06 wall_t:1979 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:1.588 +2026-01-07 21:25:50 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:25062.00 total_reward_ma:20859.56 loss:0.004128 fps:1470 +frame:2.92e+06 wall_t:1986 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:1.596 +2026-01-07 21:25:57 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:25293.50 total_reward_ma:20931.32 loss:0.00705 fps:1470 +frame:2.93e+06 wall_t:1993 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:1.392 +2026-01-07 21:26:04 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:25357.00 total_reward_ma:21004.96 loss:0.0196 fps:1471 +frame:2.94e+06 wall_t:1999 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:1.484 +2026-01-07 21:26:11 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:25828.50 total_reward_ma:21082.21 loss:0.01261 fps:1471 +frame:2.95e+06 wall_t:2006 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:1.584 +2026-01-07 21:26:17 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:25496.00 total_reward_ma:21160.01 loss:-0.003214 fps:1470 +frame:2.96e+06 wall_t:2013 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:1.625 +2026-01-07 21:26:25 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:25354.00 total_reward_ma:21236.46 loss:0.01663 fps:1470 +frame:2.97e+06 wall_t:2021 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:1.469 +2026-01-07 21:26:32 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:24888.00 total_reward_ma:21310.21 loss:0.005512 fps:1469 +frame:2.98e+06 wall_t:2028 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:1.529 +2026-01-07 21:26:39 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:24873.50 total_reward_ma:21387.41 loss:0.003384 fps:1469 +frame:2.99e+06 wall_t:2035 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:1.58 +2026-01-07 21:26:46 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:24602.00 total_reward_ma:21463.50 loss:0.008281 fps:1469 +frame:3.00e+06 wall_t:2042 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:1.44 +2026-01-07 21:26:53 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:24150.00 total_reward_ma:21533.72 loss:0.02228 fps:1470 +frame:3.01e+06 wall_t:2048 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:1.412 +2026-01-07 21:27:00 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:23856.00 total_reward_ma:21597.13 loss:0.0204 fps:1469 +frame:3.02e+06 wall_t:2056 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:1.305 +2026-01-07 21:27:07 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:24049.50 total_reward_ma:21664.34 loss:0.01489 fps:1469 +frame:3.03e+06 wall_t:2062 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:1.451 +2026-01-07 21:27:14 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:23990.50 total_reward_ma:21729.60 loss:0.0327 fps:1469 +frame:3.04e+06 wall_t:2069 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:1.473 +2026-01-07 21:27:21 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:23734.50 total_reward_ma:21793.53 loss:0.007618 fps:1468 +frame:3.05e+06 wall_t:2077 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:1.439 +2026-01-07 21:27:28 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:23743.50 total_reward_ma:21850.69 loss:0.02955 fps:1469 +frame:3.06e+06 wall_t:2083 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:1.31 +2026-01-07 21:27:33 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:24014.00 total_reward_ma:21913.22 loss:0.01722 fps:1470 +frame:3.07e+06 wall_t:2089 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:1.424 +2026-01-07 21:27:38 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:23570.00 total_reward_ma:21971.36 loss:0.01231 fps:1471 +frame:3.08e+06 wall_t:2094 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:1.383 +2026-01-07 21:27:45 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:24099.00 total_reward_ma:22033.13 loss:0.01274 fps:1471 +frame:3.09e+06 wall_t:2100 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:1.598 +2026-01-07 21:27:52 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:24161.50 total_reward_ma:22093.69 loss:0.004006 fps:1471 +frame:3.10e+06 wall_t:2107 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:1.565 +2026-01-07 21:27:58 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:24259.00 total_reward_ma:22147.93 loss:-0.01763 fps:1471 +frame:3.11e+06 wall_t:2114 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:1.755 +2026-01-07 21:28:04 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:23893.50 total_reward_ma:22197.02 loss:0.01367 fps:1472 +frame:3.12e+06 wall_t:2120 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:1.581 +2026-01-07 21:28:10 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:23653.00 total_reward_ma:22244.03 loss:0.008437 fps:1472 +frame:3.13e+06 wall_t:2126 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:1.87 +2026-01-07 21:28:16 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:23483.50 total_reward_ma:22288.22 loss:0.0254 fps:1473 +frame:3.14e+06 wall_t:2132 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:1.271 +2026-01-07 21:28:23 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:22956.50 total_reward_ma:22328.78 loss:0.0442 fps:1473 +frame:3.15e+06 wall_t:2138 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:1.41 +2026-01-07 21:28:28 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:22775.50 total_reward_ma:22366.66 loss:0.007828 fps:1474 +frame:3.16e+06 wall_t:2144 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:1.33 +2026-01-07 21:28:35 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:22408.50 total_reward_ma:22400.83 loss:0.002123 fps:1474 +frame:3.17e+06 wall_t:2150 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:1.528 +2026-01-07 21:28:41 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:22877.50 total_reward_ma:22436.88 loss:0.01703 fps:1474 +frame:3.18e+06 wall_t:2157 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:1.337 +2026-01-07 21:28:48 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:22784.00 total_reward_ma:22467.10 loss:0.02878 fps:1474 +frame:3.19e+06 wall_t:2164 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:1.413 +2026-01-07 21:28:56 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:23262.00 total_reward_ma:22503.09 loss:0.03591 fps:1474 +frame:3.20e+06 wall_t:2171 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:1.445 +2026-01-07 21:29:02 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:23096.00 total_reward_ma:22537.16 loss:0.01346 fps:1474 +frame:3.21e+06 wall_t:2178 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:1.28 +2026-01-07 21:29:09 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:22744.50 total_reward_ma:22562.52 loss:0.007795 fps:1474 +frame:3.22e+06 wall_t:2185 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:1.585 +2026-01-07 21:29:16 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:22931.50 total_reward_ma:22590.98 loss:0.004807 fps:1474 +frame:3.23e+06 wall_t:2192 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:1.411 +2026-01-07 21:29:24 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:23511.00 total_reward_ma:22627.46 loss:0.02509 fps:1473 +frame:3.24e+06 wall_t:2199 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:1.352 +2026-01-07 21:29:30 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:23512.50 total_reward_ma:22659.62 loss:0.02887 fps:1474 +frame:3.25e+06 wall_t:2205 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:1.345 +2026-01-07 21:29:37 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:23582.00 total_reward_ma:22691.75 loss:0.02145 fps:1473 +frame:3.26e+06 wall_t:2213 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:1.496 +2026-01-07 21:29:45 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:23859.50 total_reward_ma:22725.55 loss:0.01347 fps:1472 +frame:3.27e+06 wall_t:2221 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:1.355 +2026-01-07 21:29:52 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:23745.50 total_reward_ma:22756.24 loss:0.04111 fps:1472 +frame:3.28e+06 wall_t:2228 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:1.277 +2026-01-07 21:29:59 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:23817.00 total_reward_ma:22787.43 loss:0.01433 fps:1473 +frame:3.29e+06 wall_t:2234 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:1.477 +2026-01-07 21:30:06 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:23814.50 total_reward_ma:22813.57 loss:-0.002971 fps:1473 +frame:3.30e+06 wall_t:2241 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:1.631 +2026-01-07 21:30:12 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:23988.50 total_reward_ma:22847.02 loss:0.008429 fps:1472 +frame:3.31e+06 wall_t:2248 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:1.381 +2026-01-07 21:30:19 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:24536.50 total_reward_ma:22887.76 loss:0.005287 fps:1472 +frame:3.32e+06 wall_t:2255 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:1.469 +2026-01-07 21:30:25 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:24849.00 total_reward_ma:22927.25 loss:0.01823 fps:1473 +frame:3.33e+06 wall_t:2261 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:1.381 +2026-01-07 21:30:32 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:24850.00 total_reward_ma:22962.03 loss:0.008434 fps:1473 +frame:3.34e+06 wall_t:2268 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:1.56 +2026-01-07 21:30:39 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:24820.50 total_reward_ma:22997.19 loss:0.02313 fps:1473 +frame:3.35e+06 wall_t:2274 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:1.521 +2026-01-07 21:30:46 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:25204.00 total_reward_ma:23036.10 loss:-0.0006207 fps:1472 +frame:3.36e+06 wall_t:2282 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:1.713 +2026-01-07 21:30:53 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:25122.50 total_reward_ma:23073.71 loss:0.03209 fps:1472 +frame:3.37e+06 wall_t:2289 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:1.316 +2026-01-07 21:31:00 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:24788.50 total_reward_ma:23109.59 loss:-0.0002398 fps:1473 +frame:3.38e+06 wall_t:2295 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:1.157 +2026-01-07 21:31:07 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:24964.00 total_reward_ma:23146.78 loss:0.02665 fps:1473 +frame:3.39e+06 wall_t:2302 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:1.262 +2026-01-07 21:31:14 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:25145.00 total_reward_ma:23189.41 loss:0.04474 fps:1472 +frame:3.40e+06 wall_t:2309 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:1.389 +2026-01-07 21:31:20 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:25102.50 total_reward_ma:23231.93 loss:0.008128 fps:1472 +frame:3.41e+06 wall_t:2316 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:1.535 +2026-01-07 21:31:26 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:25359.50 total_reward_ma:23273.71 loss:0.01502 fps:1474 +frame:3.42e+06 wall_t:2321 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:1.333 +2026-01-07 21:31:33 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:25725.00 total_reward_ma:23317.13 loss:0.01832 fps:1473 +frame:3.43e+06 wall_t:2329 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:1.481 +2026-01-07 21:31:41 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:26101.00 total_reward_ma:23363.79 loss:0.01898 fps:1473 +frame:3.44e+06 wall_t:2336 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:1.613 +2026-01-07 21:31:47 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:26282.50 total_reward_ma:23411.29 loss:0.00607 fps:1472 +frame:3.45e+06 wall_t:2343 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:1.488 +2026-01-07 21:31:54 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:26214.00 total_reward_ma:23457.22 loss:0.0136 fps:1472 +frame:3.46e+06 wall_t:2350 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:1.652 +2026-01-07 21:32:02 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:26905.50 total_reward_ma:23510.21 loss:0.02636 fps:1472 +frame:3.47e+06 wall_t:2358 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:1.793 +2026-01-07 21:32:10 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:26853.00 total_reward_ma:23561.44 loss:0.006791 fps:1471 +frame:3.48e+06 wall_t:2365 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:1.434 +2026-01-07 21:32:16 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:27030.50 total_reward_ma:23616.75 loss:0.01278 fps:1471 +frame:3.49e+06 wall_t:2372 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:1.367 +2026-01-07 21:32:22 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:27121.50 total_reward_ma:23675.36 loss:0.008375 fps:1472 +frame:3.50e+06 wall_t:2378 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:1.379 +2026-01-07 21:32:29 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:27426.00 total_reward_ma:23735.30 loss:0.02769 fps:1472 +frame:3.51e+06 wall_t:2385 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:1.433 +2026-01-07 21:32:36 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:27232.50 total_reward_ma:23792.08 loss:0.01723 fps:1472 +frame:3.52e+06 wall_t:2391 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:1.36 +2026-01-07 21:32:43 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:27761.00 total_reward_ma:23854.38 loss:0.009682 fps:1472 +frame:3.53e+06 wall_t:2398 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:1.636 +2026-01-07 21:32:50 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:27740.00 total_reward_ma:23917.04 loss:0.0237 fps:1471 +frame:3.54e+06 wall_t:2406 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:1.316 +2026-01-07 21:32:56 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:28043.00 total_reward_ma:23985.45 loss:0.005233 fps:1472 +frame:3.55e+06 wall_t:2412 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:1.535 +2026-01-07 21:33:04 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:28075.50 total_reward_ma:24048.38 loss:0.005761 fps:1472 +frame:3.56e+06 wall_t:2419 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:1.299 +2026-01-07 21:33:11 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:28613.50 total_reward_ma:24115.46 loss:0.01811 fps:1471 +frame:3.57e+06 wall_t:2427 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:1.377 +2026-01-07 21:33:18 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:28509.50 total_reward_ma:24186.65 loss:0.01572 fps:1471 +frame:3.58e+06 wall_t:2434 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:1.743 +2026-01-07 21:33:24 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:28807.50 total_reward_ma:24265.42 loss:0.00415 fps:1471 +frame:3.59e+06 wall_t:2440 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:1.705 +2026-01-07 21:33:31 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:29140.00 total_reward_ma:24343.65 loss:0.02138 fps:1472 +frame:3.60e+06 wall_t:2446 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:1.528 +2026-01-07 21:33:38 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:29928.50 total_reward_ma:24430.64 loss:0.01615 fps:1472 +frame:3.61e+06 wall_t:2453 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:1.383 +2026-01-07 21:33:45 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:30221.50 total_reward_ma:24522.41 loss:0.03082 fps:1472 +frame:3.62e+06 wall_t:2460 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:1.227 +2026-01-07 21:33:52 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:29425.50 total_reward_ma:24606.70 loss:0.01968 fps:1471 +frame:3.63e+06 wall_t:2468 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:1.307 +2026-01-07 21:33:59 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:29334.00 total_reward_ma:24681.97 loss:0.02636 fps:1471 +frame:3.64e+06 wall_t:2475 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:1.348 +2026-01-07 21:34:06 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:29710.50 total_reward_ma:24760.62 loss:0.01302 fps:1471 +frame:3.65e+06 wall_t:2482 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:1.424 +2026-01-07 21:34:13 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:30108.00 total_reward_ma:24842.91 loss:0.001647 fps:1471 +frame:3.66e+06 wall_t:2488 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:1.436 +2026-01-07 21:34:19 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:29914.50 total_reward_ma:24924.39 loss:0.01996 fps:1472 +frame:3.67e+06 wall_t:2494 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:1.462 +2026-01-07 21:34:26 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:29968.50 total_reward_ma:25008.43 loss:0.01933 fps:1471 +frame:3.68e+06 wall_t:2501 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:1.541 +2026-01-07 21:34:33 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:30067.00 total_reward_ma:25091.25 loss:0.02901 fps:1471 +frame:3.69e+06 wall_t:2508 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:1.614 +2026-01-07 21:34:40 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:30189.50 total_reward_ma:25175.30 loss:-0.003853 fps:1471 +frame:3.70e+06 wall_t:2515 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:1.797 +2026-01-07 21:34:47 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:30096.00 total_reward_ma:25258.10 loss:0.02221 fps:1471 +frame:3.71e+06 wall_t:2522 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:1.533 +2026-01-07 21:34:55 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:30340.50 total_reward_ma:25337.79 loss:0.001223 fps:1470 +frame:3.72e+06 wall_t:2530 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:1.256 +2026-01-07 21:35:03 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:30128.00 total_reward_ma:25409.67 loss:0.007851 fps:1469 +frame:3.73e+06 wall_t:2539 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:1.452 +2026-01-07 21:35:11 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:30509.50 total_reward_ma:25485.25 loss:0.02264 fps:1469 +frame:3.74e+06 wall_t:2546 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:1.511 +2026-01-07 21:35:17 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:30082.50 total_reward_ma:25559.35 loss:0.03413 fps:1469 +frame:3.75e+06 wall_t:2553 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:1.34 +2026-01-07 21:35:24 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:30291.00 total_reward_ma:25633.72 loss:0.01178 fps:1469 +frame:3.76e+06 wall_t:2559 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:1.465 +2026-01-07 21:35:32 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:30850.50 total_reward_ma:25708.50 loss:0.02299 fps:1468 +frame:3.77e+06 wall_t:2568 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:1.352 +2026-01-07 21:35:39 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:30733.50 total_reward_ma:25779.91 loss:0.007871 fps:1468 +frame:3.78e+06 wall_t:2575 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:1.444 +2026-01-07 21:35:47 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:30509.00 total_reward_ma:25856.40 loss:0.01822 fps:1468 +frame:3.79e+06 wall_t:2582 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:1.533 +2026-01-07 21:35:55 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:30500.00 total_reward_ma:25928.84 loss:0.01063 fps:1467 +frame:3.80e+06 wall_t:2590 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:1.392 +2026-01-07 21:36:03 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:30652.50 total_reward_ma:26005.14 loss:0.02664 fps:1467 +frame:3.81e+06 wall_t:2598 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:1.368 +2026-01-07 21:36:11 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:29751.50 total_reward_ma:26066.83 loss:0.02489 fps:1466 +frame:3.82e+06 wall_t:2606 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:1.182 +2026-01-07 21:36:17 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:29560.00 total_reward_ma:26119.99 loss:0.03061 fps:1466 +frame:3.83e+06 wall_t:2613 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:1.337 +2026-01-07 21:36:24 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:29535.00 total_reward_ma:26176.59 loss:0.01546 fps:1466 +frame:3.84e+06 wall_t:2620 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:1.484 +2026-01-07 21:36:30 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:29775.00 total_reward_ma:26236.26 loss:0.002858 fps:1466 +frame:3.85e+06 wall_t:2626 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:1.422 +2026-01-07 21:36:37 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:29573.50 total_reward_ma:26292.80 loss:0.04145 fps:1466 +frame:3.86e+06 wall_t:2633 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:1.441 +2026-01-07 21:36:44 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:29625.00 total_reward_ma:26349.29 loss:0.0006123 fps:1466 +frame:3.87e+06 wall_t:2640 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:1.575 +2026-01-07 21:36:51 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:29709.00 total_reward_ma:26404.11 loss:0.01096 fps:1466 +frame:3.88e+06 wall_t:2646 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:1.362 +2026-01-07 21:36:58 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:29330.50 total_reward_ma:26455.15 loss:0.0252 fps:1466 +frame:3.89e+06 wall_t:2654 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:1.317 +2026-01-07 21:37:05 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:29618.00 total_reward_ma:26503.17 loss:0.005314 fps:1466 +frame:3.90e+06 wall_t:2661 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:1.455 +2026-01-07 21:37:12 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:29062.50 total_reward_ma:26545.03 loss:0.02601 fps:1466 +frame:3.91e+06 wall_t:2668 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:1.49 +2026-01-07 21:37:19 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:29396.00 total_reward_ma:26588.37 loss:0.009813 fps:1465 +frame:3.92e+06 wall_t:2675 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:1.577 +2026-01-07 21:37:25 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:29689.50 total_reward_ma:26632.32 loss:0.01295 fps:1466 +frame:3.93e+06 wall_t:2681 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:1.483 +2026-01-07 21:37:33 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:29154.50 total_reward_ma:26670.30 loss:0.01444 fps:1466 +frame:3.94e+06 wall_t:2688 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:1.464 +2026-01-07 21:37:39 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:28663.00 total_reward_ma:26698.64 loss:0.02216 fps:1466 +frame:3.95e+06 wall_t:2694 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:1.378 +2026-01-07 21:37:45 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:28770.50 total_reward_ma:26731.39 loss:0.02514 fps:1466 +frame:3.96e+06 wall_t:2701 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:1.397 +2026-01-07 21:37:52 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:29167.00 total_reward_ma:26769.52 loss:0.01814 fps:1467 +frame:3.97e+06 wall_t:2707 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:1.26 +2026-01-07 21:37:58 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:29141.00 total_reward_ma:26812.05 loss:0.00796 fps:1466 +frame:3.98e+06 wall_t:2714 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:1.476 +2026-01-07 21:38:04 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:29326.00 total_reward_ma:26856.57 loss:0.004511 fps:1467 +frame:3.99e+06 wall_t:2720 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:1.316 +2026-01-07 21:38:10 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:29750.50 total_reward_ma:26908.06 loss:0.002082 fps:1468 +frame:4.00e+06 wall_t:2725 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:1.52 +2026-01-07 21:38:15 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:29945.00 total_reward_ma:26966.01 loss:0.007912 fps:1468 +frame:4.01e+06 wall_t:2731 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:1.401 +2026-01-07 21:38:21 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:29689.50 total_reward_ma:27024.35 loss:0.01165 fps:1469 +frame:4.02e+06 wall_t:2737 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:1.348 +2026-01-07 21:38:28 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:29069.50 total_reward_ma:27074.54 loss:0.02022 fps:1469 +frame:4.03e+06 wall_t:2743 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:1.371 +2026-01-07 21:38:34 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:29474.50 total_reward_ma:27129.38 loss:0.02025 fps:1469 +frame:4.04e+06 wall_t:2750 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:1.676 +2026-01-07 21:38:42 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:29284.00 total_reward_ma:27184.88 loss:0.01517 fps:1468 +frame:4.05e+06 wall_t:2758 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:1.223 +2026-01-07 21:38:49 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:29775.00 total_reward_ma:27245.20 loss:0.02014 fps:1469 +frame:4.06e+06 wall_t:2764 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:1.187 +2026-01-07 21:38:56 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:30088.00 total_reward_ma:27305.94 loss:0.01383 fps:1468 +frame:4.07e+06 wall_t:2772 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:1.216 +2026-01-07 21:39:04 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:29934.50 total_reward_ma:27369.58 loss:0.005292 fps:1468 +frame:4.08e+06 wall_t:2780 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:1.485 +2026-01-07 21:39:12 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:30094.00 total_reward_ma:27429.53 loss:0.01369 fps:1468 +frame:4.09e+06 wall_t:2787 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:1.391 +2026-01-07 21:39:18 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:30210.50 total_reward_ma:27490.02 loss:0.00946 fps:1467 +frame:4.10e+06 wall_t:2794 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:1.625 +2026-01-07 21:39:26 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:30151.50 total_reward_ma:27548.95 loss:0.0128 fps:1467 +frame:4.11e+06 wall_t:2802 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:1.192 +2026-01-07 21:39:34 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:30525.50 total_reward_ma:27615.27 loss:0.007288 fps:1467 +frame:4.12e+06 wall_t:2809 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:1.361 +2026-01-07 21:39:41 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:30906.50 total_reward_ma:27687.80 loss:0.01342 fps:1467 +frame:4.13e+06 wall_t:2816 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:1.255 +2026-01-07 21:39:49 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:31709.00 total_reward_ma:27770.05 loss:0.03638 fps:1466 +frame:4.14e+06 wall_t:2824 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:1.214 +2026-01-07 21:39:56 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:31553.50 total_reward_ma:27856.03 loss:0.03588 fps:1465 +frame:4.15e+06 wall_t:2832 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:1.213 +2026-01-07 21:40:03 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:31227.00 total_reward_ma:27940.54 loss:0.0216 fps:1466 +frame:4.16e+06 wall_t:2838 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:1.464 +2026-01-07 21:40:09 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:31266.00 total_reward_ma:28029.12 loss:0.0289 fps:1466 +frame:4.17e+06 wall_t:2845 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:1.365 +2026-01-07 21:40:16 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:31057.00 total_reward_ma:28110.91 loss:0.008292 fps:1466 +frame:4.18e+06 wall_t:2852 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:1.613 +2026-01-07 21:40:23 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:31231.50 total_reward_ma:28195.38 loss:-0.01334 fps:1466 +frame:4.19e+06 wall_t:2859 t:261875 epi:nan +opt_step:65440 lr:0.0001453 clip_eps:0.1 entropy:1.387 +2026-01-07 21:40:31 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:31208.50 total_reward_ma:28274.85 loss:0.008342 fps:1465 +frame:4.20e+06 wall_t:2867 t:262500 epi:nan +opt_step:65600 lr:0.000145 clip_eps:0.1 entropy:1.235 +2026-01-07 21:40:39 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:31353.00 total_reward_ma:28357.42 loss:0.01585 fps:1465 +frame:4.21e+06 wall_t:2874 t:263125 epi:nan +opt_step:65760 lr:0.0001448 clip_eps:0.1 entropy:1.317 +2026-01-07 21:40:47 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:31262.50 total_reward_ma:28442.60 loss:-0.00336 fps:1464 +frame:4.22e+06 wall_t:2883 t:263750 epi:nan +opt_step:65920 lr:0.0001445 clip_eps:0.1 entropy:1.582 +2026-01-07 21:40:54 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:31297.00 total_reward_ma:28526.26 loss:0.004918 fps:1464 +frame:4.23e+06 wall_t:2889 t:264375 epi:nan +opt_step:66080 lr:0.0001443 clip_eps:0.1 entropy:1.413 +2026-01-07 21:41:01 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:31620.00 total_reward_ma:28607.35 loss:0.01941 fps:1464 +frame:4.24e+06 wall_t:2896 t:265000 epi:nan +opt_step:66240 lr:0.000144 clip_eps:0.1 entropy:1.196 +2026-01-07 21:41:08 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:32156.00 total_reward_ma:28693.78 loss:0.01211 fps:1463 +frame:4.25e+06 wall_t:2904 t:265625 epi:nan +opt_step:66400 lr:0.0001438 clip_eps:0.1 entropy:1.31 +2026-01-07 21:41:15 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:32554.50 total_reward_ma:28783.51 loss:0.01217 fps:1464 +frame:4.26e+06 wall_t:2910 t:266250 epi:nan +opt_step:66560 lr:0.0001435 clip_eps:0.1 entropy:1.251 +2026-01-07 21:41:20 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:32324.50 total_reward_ma:28868.15 loss:-0.004425 fps:1464 +frame:4.27e+06 wall_t:2916 t:266875 epi:nan +opt_step:66688 lr:0.0001433 clip_eps:0.1 entropy:1.516 +2026-01-07 21:41:27 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:31989.50 total_reward_ma:28950.60 loss:0.02226 fps:1464 +frame:4.28e+06 wall_t:2923 t:267500 epi:nan +opt_step:66848 lr:0.000143 clip_eps:0.1 entropy:1.473 +2026-01-07 21:41:35 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:32100.00 total_reward_ma:29033.43 loss:0.03358 fps:1464 +frame:4.29e+06 wall_t:2930 t:268125 epi:nan +opt_step:67008 lr:0.0001428 clip_eps:0.1 entropy:1.583 +2026-01-07 21:41:42 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:32377.50 total_reward_ma:29119.05 loss:0.01795 fps:1464 +frame:4.30e+06 wall_t:2937 t:268750 epi:nan +opt_step:67168 lr:0.0001425 clip_eps:0.1 entropy:1.382 +2026-01-07 21:41:49 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:32648.50 total_reward_ma:29205.65 loss:0.02556 fps:1463 +frame:4.31e+06 wall_t:2945 t:269375 epi:nan +opt_step:67328 lr:0.0001423 clip_eps:0.1 entropy:1.417 +2026-01-07 21:41:56 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:33198.50 total_reward_ma:29292.28 loss:0.02188 fps:1464 +frame:4.32e+06 wall_t:2951 t:270000 epi:nan +opt_step:67488 lr:0.000142 clip_eps:0.1 entropy:1.356 +2026-01-07 21:42:03 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:33184.00 total_reward_ma:29375.62 loss:0.03293 fps:1464 +frame:4.33e+06 wall_t:2958 t:270625 epi:nan +opt_step:67648 lr:0.0001418 clip_eps:0.1 entropy:1.247 +2026-01-07 21:42:10 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:33542.50 total_reward_ma:29462.55 loss:0.0189 fps:1463 +frame:4.34e+06 wall_t:2966 t:271250 epi:nan +opt_step:67808 lr:0.0001415 clip_eps:0.1 entropy:1.354 +2026-01-07 21:42:17 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:34181.50 total_reward_ma:29556.16 loss:0.03019 fps:1463 +frame:4.35e+06 wall_t:2973 t:271875 epi:nan +opt_step:67968 lr:0.0001413 clip_eps:0.1 entropy:1.445 +2026-01-07 21:42:23 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:33989.50 total_reward_ma:29644.02 loss:0.01307 fps:1464 +frame:4.36e+06 wall_t:2979 t:272500 epi:nan +opt_step:68096 lr:0.000141 clip_eps:0.1 entropy:1.246 +2026-01-07 21:42:29 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:34351.00 total_reward_ma:29736.30 loss:0.01169 fps:1464 +frame:4.37e+06 wall_t:2985 t:273125 epi:nan +opt_step:68256 lr:0.0001408 clip_eps:0.1 entropy:1.483 +2026-01-07 21:42:36 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:33991.50 total_reward_ma:29828.33 loss:-0.004407 fps:1464 +frame:4.38e+06 wall_t:2992 t:273750 epi:nan +opt_step:68416 lr:0.0001405 clip_eps:0.1 entropy:1.361 +2026-01-07 21:42:44 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:34000.50 total_reward_ma:29918.70 loss:0.006235 fps:1464 +frame:4.39e+06 wall_t:2999 t:274375 epi:nan +opt_step:68576 lr:0.0001403 clip_eps:0.1 entropy:1.389 +2026-01-07 21:42:51 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:33889.00 total_reward_ma:30006.13 loss:0.02044 fps:1463 +frame:4.40e+06 wall_t:3007 t:275000 epi:nan +opt_step:68736 lr:0.00014 clip_eps:0.1 entropy:1.118 +2026-01-07 21:42:58 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:34224.00 total_reward_ma:30097.35 loss:0.02122 fps:1463 +frame:4.41e+06 wall_t:3014 t:275625 epi:nan +opt_step:68896 lr:0.0001398 clip_eps:0.1 entropy:1.183 +2026-01-07 21:43:06 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:34265.50 total_reward_ma:30186.41 loss:0.02917 fps:1463 +frame:4.42e+06 wall_t:3021 t:276250 epi:nan +opt_step:69056 lr:0.0001395 clip_eps:0.1 entropy:1.312 +2026-01-07 21:43:12 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:34265.50 total_reward_ma:30271.81 loss:0.01371 fps:1463 +frame:4.43e+06 wall_t:3028 t:276875 epi:nan +opt_step:69216 lr:0.0001393 clip_eps:0.1 entropy:1.516 +2026-01-07 21:43:18 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:34540.50 total_reward_ma:30356.21 loss:0.01034 fps:1463 +frame:4.44e+06 wall_t:3034 t:277500 epi:nan +opt_step:69344 lr:0.000139 clip_eps:0.1 entropy:1.429 +2026-01-07 21:43:24 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:34482.50 total_reward_ma:30438.21 loss:0.0128 fps:1464 +frame:4.45e+06 wall_t:3040 t:278125 epi:nan +opt_step:69504 lr:0.0001388 clip_eps:0.1 entropy:1.41 +2026-01-07 21:43:32 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:34915.00 total_reward_ma:30525.22 loss:0.02365 fps:1464 +frame:4.46e+06 wall_t:3047 t:278750 epi:nan +opt_step:69664 lr:0.0001385 clip_eps:0.1 entropy:1.541 +2026-01-07 21:43:39 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:35277.00 total_reward_ma:30608.94 loss:0.04186 fps:1463 +frame:4.47e+06 wall_t:3055 t:279375 epi:nan +opt_step:69824 lr:0.0001383 clip_eps:0.1 entropy:1.269 +2026-01-07 21:43:47 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:34814.00 total_reward_ma:30688.54 loss:0.02498 fps:1463 +frame:4.48e+06 wall_t:3063 t:280000 epi:nan +opt_step:69984 lr:0.000138 clip_eps:0.1 entropy:1.165 +2026-01-07 21:43:55 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:34851.00 total_reward_ma:30766.75 loss:0.04028 fps:1463 +frame:4.49e+06 wall_t:3070 t:280625 epi:nan +opt_step:70144 lr:0.0001378 clip_eps:0.1 entropy:1.071 +2026-01-07 21:44:02 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:34696.00 total_reward_ma:30842.49 loss:0.008899 fps:1462 +frame:4.50e+06 wall_t:3078 t:281250 epi:nan +opt_step:70304 lr:0.0001375 clip_eps:0.1 entropy:1.394 +2026-01-07 21:44:09 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:34705.00 total_reward_ma:30915.29 loss:0.02594 fps:1462 +frame:4.51e+06 wall_t:3085 t:281875 epi:nan +opt_step:70464 lr:0.0001373 clip_eps:0.1 entropy:1.032 +2026-01-07 21:44:16 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:35003.00 total_reward_ma:30992.99 loss:0.01276 fps:1462 +frame:4.52e+06 wall_t:3091 t:282500 epi:nan +opt_step:70624 lr:0.000137 clip_eps:0.1 entropy:1.166 +2026-01-07 21:44:22 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:35100.00 total_reward_ma:31066.38 loss:0.0366 fps:1462 +frame:4.53e+06 wall_t:3098 t:283125 epi:nan +opt_step:70752 lr:0.0001368 clip_eps:0.1 entropy:1.254 +2026-01-07 21:44:29 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:35059.50 total_reward_ma:31139.57 loss:0.02581 fps:1462 +frame:4.54e+06 wall_t:3105 t:283750 epi:nan +opt_step:70912 lr:0.0001365 clip_eps:0.1 entropy:1.312 +2026-01-07 21:44:37 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:35325.50 total_reward_ma:31212.40 loss:0.03114 fps:1462 +frame:4.55e+06 wall_t:3112 t:284375 epi:nan +opt_step:71072 lr:0.0001363 clip_eps:0.1 entropy:1.12 +2026-01-07 21:44:44 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:35302.00 total_reward_ma:31284.66 loss:0.03522 fps:1462 +frame:4.56e+06 wall_t:3119 t:285000 epi:nan +opt_step:71232 lr:0.000136 clip_eps:0.1 entropy:1.364 +2026-01-07 21:44:49 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:35637.00 total_reward_ma:31354.90 loss:0.01936 fps:1462 +frame:4.57e+06 wall_t:3125 t:285625 epi:nan +opt_step:71392 lr:0.0001358 clip_eps:0.1 entropy:1.164 +2026-01-07 21:44:55 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:35494.50 total_reward_ma:31424.75 loss:0.00965 fps:1463 +frame:4.58e+06 wall_t:3131 t:286250 epi:nan +opt_step:71552 lr:0.0001355 clip_eps:0.1 entropy:1.107 +2026-01-07 21:45:02 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:35537.00 total_reward_ma:31492.04 loss:0.01333 fps:1463 +frame:4.59e+06 wall_t:3137 t:286875 epi:nan +opt_step:71712 lr:0.0001353 clip_eps:0.1 entropy:1.487 +2026-01-07 21:45:09 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:35737.00 total_reward_ma:31558.02 loss:0.01151 fps:1463 +frame:4.60e+06 wall_t:3144 t:287500 epi:nan +opt_step:71872 lr:0.000135 clip_eps:0.1 entropy:1.376 +2026-01-07 21:45:15 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:35759.50 total_reward_ma:31616.32 loss:0.01461 fps:1463 +frame:4.61e+06 wall_t:3150 t:288125 epi:nan +opt_step:72000 lr:0.0001348 clip_eps:0.1 entropy:1.318 +2026-01-07 21:45:23 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:36148.50 total_reward_ma:31675.60 loss:0.008266 fps:1462 +frame:4.62e+06 wall_t:3159 t:288750 epi:nan +opt_step:72160 lr:0.0001345 clip_eps:0.1 entropy:1.241 +2026-01-07 21:45:30 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:36387.50 total_reward_ma:31745.21 loss:0.02911 fps:1462 +frame:4.63e+06 wall_t:3166 t:289375 epi:nan +opt_step:72320 lr:0.0001343 clip_eps:0.1 entropy:1.256 +2026-01-07 21:45:37 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:36445.50 total_reward_ma:31816.33 loss:0.03249 fps:1462 +frame:4.64e+06 wall_t:3173 t:290000 epi:nan +opt_step:72480 lr:0.000134 clip_eps:0.1 entropy:1.316 +2026-01-07 21:45:44 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:36313.00 total_reward_ma:31882.36 loss:0.01995 fps:1463 +frame:4.65e+06 wall_t:3179 t:290625 epi:nan +opt_step:72640 lr:0.0001338 clip_eps:0.1 entropy:1.446 +2026-01-07 21:45:51 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:35922.00 total_reward_ma:31940.49 loss:0.026 fps:1462 +frame:4.66e+06 wall_t:3187 t:291250 epi:nan +opt_step:72800 lr:0.0001335 clip_eps:0.1 entropy:1.385 +2026-01-07 21:45:57 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:35698.00 total_reward_ma:31998.33 loss:0.03002 fps:1463 +frame:4.67e+06 wall_t:3193 t:291875 epi:nan +opt_step:72960 lr:0.0001333 clip_eps:0.1 entropy:1.217 +2026-01-07 21:46:04 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:35713.50 total_reward_ma:32055.78 loss:0.01653 fps:1462 +frame:4.68e+06 wall_t:3200 t:292500 epi:nan +opt_step:73120 lr:0.000133 clip_eps:0.1 entropy:1.417 +2026-01-07 21:46:11 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:35590.50 total_reward_ma:32111.02 loss:0.0602 fps:1463 +frame:4.69e+06 wall_t:3206 t:293125 epi:nan +opt_step:73280 lr:0.0001328 clip_eps:0.1 entropy:1.176 +2026-01-07 21:46:17 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:35616.50 total_reward_ma:32165.29 loss:0.03709 fps:1463 +frame:4.70e+06 wall_t:3213 t:293750 epi:nan +opt_step:73408 lr:0.0001325 clip_eps:0.1 entropy:1.246 +2026-01-07 21:46:24 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:35323.50 total_reward_ma:32217.56 loss:0.0308 fps:1463 +frame:4.71e+06 wall_t:3220 t:294375 epi:nan +opt_step:73568 lr:0.0001323 clip_eps:0.1 entropy:1.411 +2026-01-07 21:46:31 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:34770.00 total_reward_ma:32261.86 loss:0.03042 fps:1463 +frame:4.72e+06 wall_t:3227 t:295000 epi:nan +opt_step:73728 lr:0.000132 clip_eps:0.1 entropy:1.275 +2026-01-07 21:46:38 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:35035.00 total_reward_ma:32310.93 loss:0.01987 fps:1463 +frame:4.73e+06 wall_t:3233 t:295625 epi:nan +opt_step:73888 lr:0.0001318 clip_eps:0.1 entropy:1.423 +2026-01-07 21:46:45 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:34729.00 total_reward_ma:32353.12 loss:0.04368 fps:1463 +frame:4.74e+06 wall_t:3240 t:296250 epi:nan +opt_step:74048 lr:0.0001315 clip_eps:0.1 entropy:1.284 +2026-01-07 21:46:51 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:34511.00 total_reward_ma:32397.40 loss:0.008598 fps:1463 +frame:4.75e+06 wall_t:3247 t:296875 epi:nan +opt_step:74208 lr:0.0001313 clip_eps:0.1 entropy:1.458 +2026-01-07 21:46:59 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:34491.50 total_reward_ma:32439.41 loss:0.02132 fps:1463 +frame:4.76e+06 wall_t:3254 t:297500 epi:nan +opt_step:74368 lr:0.000131 clip_eps:0.1 entropy:1.458 +2026-01-07 21:47:06 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:34398.50 total_reward_ma:32474.89 loss:0.01939 fps:1463 +frame:4.77e+06 wall_t:3261 t:298125 epi:nan +opt_step:74528 lr:0.0001308 clip_eps:0.1 entropy:1.488 +2026-01-07 21:47:13 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:34489.50 total_reward_ma:32512.45 loss:0.01686 fps:1463 +frame:4.78e+06 wall_t:3268 t:298750 epi:nan +opt_step:74656 lr:0.0001306 clip_eps:0.1 entropy:1.409 +2026-01-07 21:47:20 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:34382.00 total_reward_ma:32551.18 loss:0.01498 fps:1462 +frame:4.79e+06 wall_t:3276 t:299375 epi:nan +opt_step:74816 lr:0.0001303 clip_eps:0.1 entropy:1.531 +2026-01-07 21:47:27 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:34018.00 total_reward_ma:32586.36 loss:0.02411 fps:1463 +frame:4.80e+06 wall_t:3282 t:300000 epi:nan +opt_step:74976 lr:0.00013 clip_eps:0.1 entropy:1.562 +2026-01-07 21:47:34 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:34024.50 total_reward_ma:32620.08 loss:0.006496 fps:1462 +frame:4.81e+06 wall_t:3289 t:300625 epi:nan +opt_step:75136 lr:0.0001298 clip_eps:0.1 entropy:1.468 +2026-01-07 21:47:41 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:33908.00 total_reward_ma:32661.64 loss:0.02916 fps:1462 +frame:4.82e+06 wall_t:3297 t:301250 epi:nan +opt_step:75296 lr:0.0001295 clip_eps:0.1 entropy:1.415 +2026-01-07 21:47:49 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:34241.00 total_reward_ma:32708.46 loss:-0.003533 fps:1462 +frame:4.83e+06 wall_t:3304 t:301875 epi:nan +opt_step:75456 lr:0.0001293 clip_eps:0.1 entropy:1.592 +2026-01-07 21:47:56 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:34325.00 total_reward_ma:32756.36 loss:0.01222 fps:1461 +frame:4.84e+06 wall_t:3312 t:302500 epi:nan +opt_step:75616 lr:0.000129 clip_eps:0.1 entropy:1.538 +2026-01-07 21:48:03 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:35086.00 total_reward_ma:32809.46 loss:0.01381 fps:1461 +frame:4.85e+06 wall_t:3319 t:303125 epi:nan +opt_step:75776 lr:0.0001288 clip_eps:0.1 entropy:1.395 +2026-01-07 21:48:09 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:35086.00 total_reward_ma:32864.59 loss:0.005913 fps:1462 +frame:4.86e+06 wall_t:3325 t:303750 epi:nan +opt_step:75936 lr:0.0001285 clip_eps:0.1 entropy:1.322 +2026-01-07 21:48:16 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:34852.00 total_reward_ma:32916.86 loss:0.01996 fps:1462 +frame:4.87e+06 wall_t:3332 t:304375 epi:nan +opt_step:76064 lr:0.0001283 clip_eps:0.1 entropy:1.349 +2026-01-07 21:48:24 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:34489.50 total_reward_ma:32964.66 loss:0.005196 fps:1461 +frame:4.88e+06 wall_t:3340 t:305000 epi:nan +opt_step:76224 lr:0.000128 clip_eps:0.1 entropy:1.52 +2026-01-07 21:48:31 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:34558.50 total_reward_ma:33016.95 loss:0.008541 fps:1461 +frame:4.89e+06 wall_t:3347 t:305625 epi:nan +opt_step:76384 lr:0.0001278 clip_eps:0.1 entropy:1.343 +2026-01-07 21:48:39 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:34606.50 total_reward_ma:33066.83 loss:-0.0004216 fps:1461 +frame:4.90e+06 wall_t:3354 t:306250 epi:nan +opt_step:76544 lr:0.0001275 clip_eps:0.1 entropy:1.52 +2026-01-07 21:48:46 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:34549.50 total_reward_ma:33121.70 loss:0.02658 fps:1461 +frame:4.91e+06 wall_t:3361 t:306875 epi:nan +opt_step:76704 lr:0.0001273 clip_eps:0.1 entropy:1.603 +2026-01-07 21:48:52 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:34056.00 total_reward_ma:33168.30 loss:-0.006671 fps:1461 +frame:4.92e+06 wall_t:3367 t:307500 epi:nan +opt_step:76864 lr:0.000127 clip_eps:0.1 entropy:1.741 +2026-01-07 21:48:58 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:34536.00 total_reward_ma:33216.77 loss:0.01679 fps:1461 +frame:4.93e+06 wall_t:3374 t:308125 epi:nan +opt_step:77024 lr:0.0001268 clip_eps:0.1 entropy:1.321 +2026-01-07 21:49:05 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:33815.00 total_reward_ma:33263.37 loss:0.01872 fps:1461 +frame:4.94e+06 wall_t:3381 t:308750 epi:nan +opt_step:77184 lr:0.0001265 clip_eps:0.1 entropy:1.484 +2026-01-07 21:49:12 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:33467.00 total_reward_ma:33311.41 loss:0.01853 fps:1461 +frame:4.95e+06 wall_t:3388 t:309375 epi:nan +opt_step:77312 lr:0.0001263 clip_eps:0.1 entropy:1.296 +2026-01-07 21:49:20 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:33369.00 total_reward_ma:33357.39 loss:0.03377 fps:1461 +frame:4.96e+06 wall_t:3395 t:310000 epi:nan +opt_step:77472 lr:0.000126 clip_eps:0.1 entropy:1.23 +2026-01-07 21:49:27 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:33016.50 total_reward_ma:33395.89 loss:0.01873 fps:1461 +frame:4.97e+06 wall_t:3402 t:310625 epi:nan +opt_step:77632 lr:0.0001258 clip_eps:0.1 entropy:1.412 +2026-01-07 21:49:34 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:31954.00 total_reward_ma:33424.02 loss:0.03144 fps:1461 +frame:4.98e+06 wall_t:3409 t:311250 epi:nan +opt_step:77792 lr:0.0001255 clip_eps:0.1 entropy:1.431 +2026-01-07 21:49:41 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:31681.50 total_reward_ma:33447.57 loss:0.006726 fps:1461 +frame:4.99e+06 wall_t:3416 t:311875 epi:nan +opt_step:77952 lr:0.0001253 clip_eps:0.1 entropy:1.445 +2026-01-07 21:49:48 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:31993.50 total_reward_ma:33470.00 loss:0.01844 fps:1461 +frame:5.00e+06 wall_t:3423 t:312500 epi:nan +opt_step:78112 lr:0.000125 clip_eps:0.1 entropy:1.549 +2026-01-07 21:49:55 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:31785.50 total_reward_ma:33488.41 loss:0.0004286 fps:1461 +frame:5.01e+06 wall_t:3430 t:313125 epi:nan +opt_step:78272 lr:0.0001248 clip_eps:0.1 entropy:1.784 +2026-01-07 21:50:02 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:31292.00 total_reward_ma:33504.43 loss:0.002769 fps:1461 +frame:5.02e+06 wall_t:3437 t:313750 epi:nan +opt_step:78432 lr:0.0001245 clip_eps:0.1 entropy:1.746 +2026-01-07 21:50:09 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:31004.00 total_reward_ma:33523.78 loss:0.005188 fps:1460 +frame:5.03e+06 wall_t:3445 t:314375 epi:nan +opt_step:78592 lr:0.0001243 clip_eps:0.1 entropy:1.639 +2026-01-07 21:50:17 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:31238.50 total_reward_ma:33541.42 loss:-0.006671 fps:1460 +frame:5.04e+06 wall_t:3452 t:315000 epi:nan +opt_step:78720 lr:0.000124 clip_eps:0.1 entropy:1.622 +2026-01-07 21:50:24 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:30955.00 total_reward_ma:33558.13 loss:0.001898 fps:1460 +frame:5.05e+06 wall_t:3459 t:315625 epi:nan +opt_step:78880 lr:0.0001238 clip_eps:0.1 entropy:1.56 +2026-01-07 21:50:32 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:31392.00 total_reward_ma:33574.30 loss:0.01742 fps:1459 +frame:5.06e+06 wall_t:3468 t:316250 epi:nan +opt_step:79040 lr:0.0001235 clip_eps:0.1 entropy:1.768 +2026-01-07 21:50:39 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:31392.00 total_reward_ma:33587.34 loss:0.001461 fps:1459 +frame:5.07e+06 wall_t:3474 t:316875 epi:nan +opt_step:79200 lr:0.0001233 clip_eps:0.1 entropy:1.834 +2026-01-07 21:50:46 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:31415.50 total_reward_ma:33602.15 loss:-0.01447 fps:1459 +frame:5.08e+06 wall_t:3481 t:317500 epi:nan +opt_step:79360 lr:0.000123 clip_eps:0.1 entropy:1.876 +2026-01-07 21:50:53 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:31606.50 total_reward_ma:33617.27 loss:0.003679 fps:1459 +frame:5.09e+06 wall_t:3488 t:318125 epi:nan +opt_step:79520 lr:0.0001228 clip_eps:0.1 entropy:1.75 +2026-01-07 21:51:00 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:31492.00 total_reward_ma:33630.09 loss:0.0007637 fps:1459 +frame:5.10e+06 wall_t:3496 t:318750 epi:nan +opt_step:79680 lr:0.0001225 clip_eps:0.1 entropy:1.724 +2026-01-07 21:51:08 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:31536.00 total_reward_ma:33643.93 loss:0.02222 fps:1458 +frame:5.11e+06 wall_t:3504 t:319375 epi:nan +opt_step:79840 lr:0.0001223 clip_eps:0.1 entropy:1.755 +2026-01-07 21:51:16 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:32029.00 total_reward_ma:33658.97 loss:0.004791 fps:1458 +frame:5.12e+06 wall_t:3511 t:320000 epi:nan +opt_step:80000 lr:0.000122 clip_eps:0.1 entropy:1.637 +2026-01-07 21:51:22 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:31917.00 total_reward_ma:33669.07 loss:0.005359 fps:1458 +frame:5.13e+06 wall_t:3518 t:320625 epi:nan +opt_step:80128 lr:0.0001218 clip_eps:0.1 entropy:1.544 +2026-01-07 21:51:30 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:31644.50 total_reward_ma:33668.43 loss:-0.001152 fps:1458 +frame:5.14e+06 wall_t:3525 t:321250 epi:nan +opt_step:80288 lr:0.0001215 clip_eps:0.1 entropy:1.626 +2026-01-07 21:51:36 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:31850.00 total_reward_ma:33671.39 loss:0.01455 fps:1458 +frame:5.15e+06 wall_t:3532 t:321875 epi:nan +opt_step:80448 lr:0.0001213 clip_eps:0.1 entropy:1.553 +2026-01-07 21:51:42 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:31893.50 total_reward_ma:33678.06 loss:0.01673 fps:1458 +frame:5.16e+06 wall_t:3538 t:322500 epi:nan +opt_step:80608 lr:0.000121 clip_eps:0.1 entropy:1.556 +2026-01-07 21:51:50 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:32108.50 total_reward_ma:33686.48 loss:0.00856 fps:1458 +frame:5.17e+06 wall_t:3545 t:323125 epi:nan +opt_step:80768 lr:0.0001208 clip_eps:0.1 entropy:1.441 +2026-01-07 21:51:57 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:31902.50 total_reward_ma:33694.94 loss:0.04973 fps:1458 +frame:5.18e+06 wall_t:3553 t:323750 epi:nan +opt_step:80928 lr:0.0001205 clip_eps:0.1 entropy:1.199 +2026-01-07 21:52:04 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:31789.50 total_reward_ma:33700.52 loss:0.01795 fps:1458 +frame:5.19e+06 wall_t:3559 t:324375 epi:nan +opt_step:81088 lr:0.0001203 clip_eps:0.1 entropy:1.412 +2026-01-07 21:52:10 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:31789.50 total_reward_ma:33706.33 loss:0.0002133 fps:1458 +frame:5.20e+06 wall_t:3566 t:325000 epi:nan +opt_step:81248 lr:0.00012 clip_eps:0.1 entropy:1.726 +2026-01-07 21:52:17 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:32077.50 total_reward_ma:33713.57 loss:0.001119 fps:1459 +frame:5.21e+06 wall_t:3572 t:325625 epi:nan +opt_step:81376 lr:0.0001198 clip_eps:0.1 entropy:1.584 +2026-01-07 21:52:23 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:32015.50 total_reward_ma:33721.11 loss:0.01445 fps:1459 +frame:5.22e+06 wall_t:3579 t:326250 epi:nan +opt_step:81536 lr:0.0001195 clip_eps:0.1 entropy:1.753 +2026-01-07 21:52:30 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:32191.50 total_reward_ma:33730.05 loss:0.02985 fps:1458 +frame:5.23e+06 wall_t:3586 t:326875 epi:nan +opt_step:81696 lr:0.0001193 clip_eps:0.1 entropy:1.526 +2026-01-07 21:52:37 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:32679.00 total_reward_ma:33740.64 loss:0.034 fps:1458 +frame:5.24e+06 wall_t:3593 t:327500 epi:nan +opt_step:81856 lr:0.000119 clip_eps:0.1 entropy:1.33 +2026-01-07 21:52:45 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:32793.00 total_reward_ma:33747.01 loss:0.008079 fps:1458 +frame:5.25e+06 wall_t:3600 t:328125 epi:nan +opt_step:82016 lr:0.0001188 clip_eps:0.1 entropy:1.577 +2026-01-07 21:52:52 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:32535.00 total_reward_ma:33746.82 loss:1.75e-05 fps:1458 +frame:5.26e+06 wall_t:3608 t:328750 epi:nan +opt_step:82176 lr:0.0001185 clip_eps:0.1 entropy:1.496 +2026-01-07 21:53:00 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:32552.00 total_reward_ma:33749.09 loss:-0.01354 fps:1458 +frame:5.27e+06 wall_t:3615 t:329375 epi:nan +opt_step:82336 lr:0.0001183 clip_eps:0.1 entropy:1.906 +2026-01-07 21:53:07 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:32730.00 total_reward_ma:33756.50 loss:0.007208 fps:1458 +frame:5.28e+06 wall_t:3622 t:330000 epi:nan +opt_step:82496 lr:0.000118 clip_eps:0.1 entropy:1.596 +2026-01-07 21:53:13 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:32502.00 total_reward_ma:33760.52 loss:-0.001708 fps:1458 +frame:5.29e+06 wall_t:3629 t:330625 epi:nan +opt_step:82656 lr:0.0001178 clip_eps:0.1 entropy:1.771 +2026-01-07 21:53:19 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:32502.00 total_reward_ma:33761.76 loss:0.01052 fps:1458 +frame:5.30e+06 wall_t:3635 t:331250 epi:nan +opt_step:82784 lr:0.0001175 clip_eps:0.1 entropy:1.621 +2026-01-07 21:53:26 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:32451.00 total_reward_ma:33759.79 loss:0.03102 fps:1458 +frame:5.31e+06 wall_t:3642 t:331875 epi:nan +opt_step:82944 lr:0.0001173 clip_eps:0.1 entropy:1.27 +2026-01-07 21:53:33 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:32723.50 total_reward_ma:33755.04 loss:0.02165 fps:1458 +frame:5.32e+06 wall_t:3648 t:332500 epi:nan +opt_step:83104 lr:0.000117 clip_eps:0.1 entropy:1.571 +2026-01-07 21:53:40 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:33009.50 total_reward_ma:33753.29 loss:0.02822 fps:1458 +frame:5.33e+06 wall_t:3655 t:333125 epi:nan +opt_step:83264 lr:0.0001168 clip_eps:0.1 entropy:1.476 +2026-01-07 21:53:47 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:32758.00 total_reward_ma:33745.45 loss:0.01932 fps:1458 +frame:5.34e+06 wall_t:3662 t:333750 epi:nan +opt_step:83424 lr:0.0001165 clip_eps:0.1 entropy:1.329 +2026-01-07 21:53:54 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:33274.00 total_reward_ma:33736.37 loss:0.04069 fps:1458 +frame:5.35e+06 wall_t:3669 t:334375 epi:nan +opt_step:83584 lr:0.0001163 clip_eps:0.1 entropy:1.252 +2026-01-07 21:54:00 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:33647.00 total_reward_ma:33732.95 loss:0.03651 fps:1459 +frame:5.36e+06 wall_t:3675 t:335000 epi:nan +opt_step:83744 lr:0.000116 clip_eps:0.1 entropy:1.01 +2026-01-07 21:54:07 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:33717.50 total_reward_ma:33726.61 loss:0.03859 fps:1458 +frame:5.37e+06 wall_t:3682 t:335625 epi:nan +opt_step:83904 lr:0.0001158 clip_eps:0.1 entropy:1.094 +2026-01-07 21:54:13 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:33499.50 total_reward_ma:33721.69 loss:0.02623 fps:1458 +frame:5.38e+06 wall_t:3689 t:336250 epi:nan +opt_step:84032 lr:0.0001155 clip_eps:0.1 entropy:1.398 +2026-01-07 21:54:21 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:34426.00 total_reward_ma:33725.95 loss:0.006275 fps:1458 +frame:5.39e+06 wall_t:3697 t:336875 epi:nan +opt_step:84192 lr:0.0001153 clip_eps:0.1 entropy:1.142 +2026-01-07 21:54:29 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:34609.50 total_reward_ma:33733.15 loss:0.03147 fps:1458 +frame:5.40e+06 wall_t:3704 t:337500 epi:nan +opt_step:84352 lr:0.000115 clip_eps:0.1 entropy:1.208 +2026-01-07 21:54:35 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:34686.50 total_reward_ma:33737.77 loss:0.01786 fps:1458 +frame:5.41e+06 wall_t:3711 t:338125 epi:nan +opt_step:84512 lr:0.0001148 clip_eps:0.1 entropy:1.344 +2026-01-07 21:54:42 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:34593.00 total_reward_ma:33741.05 loss:0.01698 fps:1458 +frame:5.42e+06 wall_t:3717 t:338750 epi:nan +opt_step:84672 lr:0.0001145 clip_eps:0.1 entropy:1.514 +2026-01-07 21:54:48 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:34593.00 total_reward_ma:33744.32 loss:0.008929 fps:1458 +frame:5.43e+06 wall_t:3724 t:339375 epi:nan +opt_step:84832 lr:0.0001143 clip_eps:0.1 entropy:1.594 +2026-01-07 21:54:55 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:34777.50 total_reward_ma:33746.70 loss:0.01514 fps:1458 +frame:5.44e+06 wall_t:3730 t:340000 epi:nan +opt_step:84992 lr:0.000114 clip_eps:0.1 entropy:1.578 +2026-01-07 21:55:01 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:35231.00 total_reward_ma:33754.18 loss:0.008321 fps:1458 +frame:5.45e+06 wall_t:3737 t:340625 epi:nan +opt_step:85152 lr:0.0001138 clip_eps:0.1 entropy:1.372 +2026-01-07 21:55:08 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:35427.50 total_reward_ma:33759.30 loss:0.0134 fps:1459 +frame:5.46e+06 wall_t:3743 t:341250 epi:nan +opt_step:85312 lr:0.0001135 clip_eps:0.1 entropy:1.517 +2026-01-07 21:55:15 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:35506.00 total_reward_ma:33761.59 loss:0.02271 fps:1458 +frame:5.47e+06 wall_t:3751 t:341875 epi:nan +opt_step:85440 lr:0.0001133 clip_eps:0.1 entropy:1.609 +2026-01-07 21:55:23 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:35860.00 total_reward_ma:33772.05 loss:0.00296 fps:1458 +frame:5.48e+06 wall_t:3759 t:342500 epi:nan +opt_step:85600 lr:0.000113 clip_eps:0.1 entropy:1.539 +2026-01-07 21:55:30 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:35995.50 total_reward_ma:33783.50 loss:0.01586 fps:1458 +frame:5.49e+06 wall_t:3765 t:343125 epi:nan +opt_step:85760 lr:0.0001128 clip_eps:0.1 entropy:1.376 +2026-01-07 21:55:36 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:36464.50 total_reward_ma:33801.18 loss:0.03722 fps:1458 +frame:5.50e+06 wall_t:3772 t:343750 epi:nan +opt_step:85920 lr:0.0001125 clip_eps:0.1 entropy:1.435 +2026-01-07 21:55:45 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:36803.50 total_reward_ma:33822.17 loss:0.03304 fps:1458 +frame:5.51e+06 wall_t:3780 t:344375 epi:nan +opt_step:86080 lr:0.0001123 clip_eps:0.1 entropy:1.075 +2026-01-07 21:55:52 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:36891.00 total_reward_ma:33841.05 loss:0.03601 fps:1457 +frame:5.52e+06 wall_t:3788 t:345000 epi:nan +opt_step:86240 lr:0.000112 clip_eps:0.1 entropy:1.207 +2026-01-07 21:55:59 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:36648.00 total_reward_ma:33856.53 loss:0.02791 fps:1457 +frame:5.53e+06 wall_t:3795 t:345625 epi:nan +opt_step:86400 lr:0.0001118 clip_eps:0.1 entropy:1.205 +2026-01-07 21:56:07 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:36484.50 total_reward_ma:33870.78 loss:0.05291 fps:1457 +frame:5.54e+06 wall_t:3802 t:346250 epi:nan +opt_step:86560 lr:0.0001115 clip_eps:0.1 entropy:1.33 +2026-01-07 21:56:13 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:36812.50 total_reward_ma:33885.65 loss:0.02047 fps:1457 +frame:5.55e+06 wall_t:3809 t:346875 epi:nan +opt_step:86688 lr:0.0001113 clip_eps:0.1 entropy:1.086 +2026-01-07 21:56:21 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:36812.50 total_reward_ma:33900.75 loss:0.01181 fps:1457 +frame:5.56e+06 wall_t:3816 t:347500 epi:nan +opt_step:86848 lr:0.000111 clip_eps:0.1 entropy:1.336 +2026-01-07 21:56:27 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:37354.50 total_reward_ma:33917.93 loss:0.01014 fps:1457 +frame:5.57e+06 wall_t:3823 t:348125 epi:nan +opt_step:87008 lr:0.0001108 clip_eps:0.1 entropy:1.44 +2026-01-07 21:56:34 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:37407.50 total_reward_ma:33937.06 loss:0.02248 fps:1457 +frame:5.58e+06 wall_t:3829 t:348750 epi:nan +opt_step:87168 lr:0.0001105 clip_eps:0.1 entropy:1.368 +2026-01-07 21:56:41 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:37623.00 total_reward_ma:33957.92 loss:0.0126 fps:1457 +frame:5.59e+06 wall_t:3836 t:349375 epi:nan +opt_step:87328 lr:0.0001103 clip_eps:0.1 entropy:1.422 +2026-01-07 21:56:49 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:38021.50 total_reward_ma:33980.77 loss:0.01481 fps:1457 +frame:5.60e+06 wall_t:3844 t:350000 epi:nan +opt_step:87488 lr:0.00011 clip_eps:0.1 entropy:1.209 +2026-01-07 21:56:56 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:37876.00 total_reward_ma:34001.93 loss:0.01422 fps:1456 +frame:5.61e+06 wall_t:3852 t:350625 epi:nan +opt_step:87648 lr:0.0001098 clip_eps:0.1 entropy:1.26 +2026-01-07 21:57:02 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:38212.50 total_reward_ma:34022.57 loss:0.004953 fps:1457 +frame:5.62e+06 wall_t:3858 t:351250 epi:nan +opt_step:87808 lr:0.0001095 clip_eps:0.1 entropy:1.539 +2026-01-07 21:57:10 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:37813.50 total_reward_ma:34036.83 loss:0.01456 fps:1456 +frame:5.63e+06 wall_t:3866 t:351875 epi:nan +opt_step:87968 lr:0.0001093 clip_eps:0.1 entropy:1.5 +2026-01-07 21:57:17 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:38388.00 total_reward_ma:34056.25 loss:0.006201 fps:1456 +frame:5.64e+06 wall_t:3873 t:352500 epi:nan +opt_step:88096 lr:0.000109 clip_eps:0.1 entropy:1.545 +2026-01-07 21:57:23 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:38388.00 total_reward_ma:34077.00 loss:0.01668 fps:1457 +frame:5.65e+06 wall_t:3878 t:353125 epi:nan +opt_step:88256 lr:0.0001088 clip_eps:0.1 entropy:1.47 +2026-01-07 21:57:31 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:38066.50 total_reward_ma:34098.45 loss:-0.008135 fps:1457 +frame:5.66e+06 wall_t:3886 t:353750 epi:nan +opt_step:88416 lr:0.0001085 clip_eps:0.1 entropy:1.655 +2026-01-07 21:57:38 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:38066.50 total_reward_ma:34122.14 loss:0.009018 fps:1456 +frame:5.67e+06 wall_t:3893 t:354375 epi:nan +opt_step:88576 lr:0.0001083 clip_eps:0.1 entropy:1.358 +2026-01-07 21:57:44 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:37652.50 total_reward_ma:34141.52 loss:-0.007928 fps:1456 +frame:5.68e+06 wall_t:3900 t:355000 epi:nan +opt_step:88736 lr:0.000108 clip_eps:0.1 entropy:1.731 +2026-01-07 21:57:52 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:37652.50 total_reward_ma:34162.14 loss:-0.008017 fps:1456 +frame:5.69e+06 wall_t:3908 t:355625 epi:nan +opt_step:88896 lr:0.0001078 clip_eps:0.1 entropy:1.557 +2026-01-07 21:57:59 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:37749.00 total_reward_ma:34183.47 loss:0.004071 fps:1456 +frame:5.70e+06 wall_t:3915 t:356250 epi:nan +opt_step:89056 lr:0.0001075 clip_eps:0.1 entropy:1.616 +2026-01-07 21:58:06 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:37595.00 total_reward_ma:34206.18 loss:-0.007517 fps:1456 +frame:5.71e+06 wall_t:3921 t:356875 epi:nan +opt_step:89216 lr:0.0001073 clip_eps:0.1 entropy:1.65 +2026-01-07 21:58:12 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:37595.00 total_reward_ma:34234.43 loss:-0.001539 fps:1457 +frame:5.72e+06 wall_t:3927 t:357500 epi:nan +opt_step:89344 lr:0.000107 clip_eps:0.1 entropy:1.503 +2026-01-07 21:58:19 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:37488.50 total_reward_ma:34258.97 loss:-0.008756 fps:1457 +frame:5.73e+06 wall_t:3934 t:358125 epi:nan +opt_step:89504 lr:0.0001068 clip_eps:0.1 entropy:1.596 +2026-01-07 21:58:25 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:37447.00 total_reward_ma:34286.15 loss:0.01507 fps:1456 +frame:5.74e+06 wall_t:3941 t:358750 epi:nan +opt_step:89664 lr:0.0001065 clip_eps:0.1 entropy:1.391 +2026-01-07 21:58:32 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:37619.00 total_reward_ma:34317.23 loss:-4.818e-05 fps:1456 +frame:5.75e+06 wall_t:3948 t:359375 epi:nan +opt_step:89824 lr:0.0001063 clip_eps:0.1 entropy:1.417 +2026-01-07 21:58:40 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:37222.50 total_reward_ma:34344.54 loss:0.007991 fps:1456 +frame:5.76e+06 wall_t:3956 t:360000 epi:nan +opt_step:89984 lr:0.000106 clip_eps:0.1 entropy:1.303 +2026-01-07 21:58:47 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:37145.50 total_reward_ma:34372.01 loss:0.01708 fps:1456 +frame:5.77e+06 wall_t:3962 t:360625 epi:nan +opt_step:90144 lr:0.0001058 clip_eps:0.1 entropy:1.252 +2026-01-07 21:58:53 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:37382.00 total_reward_ma:34400.93 loss:0.02762 fps:1456 +frame:5.78e+06 wall_t:3969 t:361250 epi:nan +opt_step:90304 lr:0.0001055 clip_eps:0.1 entropy:1.381 +2026-01-07 21:59:00 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:37380.50 total_reward_ma:34430.92 loss:0.001019 fps:1457 +frame:5.79e+06 wall_t:3975 t:361875 epi:nan +opt_step:90464 lr:0.0001053 clip_eps:0.1 entropy:1.372 +2026-01-07 21:59:08 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:37249.50 total_reward_ma:34463.23 loss:0.01065 fps:1456 +frame:5.80e+06 wall_t:3983 t:362500 epi:nan +opt_step:90624 lr:0.000105 clip_eps:0.1 entropy:1.383 +2026-01-07 21:59:15 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:37445.00 total_reward_ma:34497.44 loss:0.02976 fps:1456 +frame:5.81e+06 wall_t:3991 t:363125 epi:nan +opt_step:90752 lr:0.0001048 clip_eps:0.1 entropy:1.018 +2026-01-07 21:59:21 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:37630.50 total_reward_ma:34534.66 loss:0.01635 fps:1456 +frame:5.82e+06 wall_t:3997 t:363750 epi:nan +opt_step:90912 lr:0.0001045 clip_eps:0.1 entropy:1.185 +2026-01-07 21:59:27 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:37552.50 total_reward_ma:34567.78 loss:0.02208 fps:1456 +frame:5.83e+06 wall_t:4003 t:364375 epi:nan +opt_step:91072 lr:0.0001043 clip_eps:0.1 entropy:1.516 +2026-01-07 21:59:33 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:37760.50 total_reward_ma:34602.14 loss:0.005172 fps:1457 +frame:5.84e+06 wall_t:4009 t:365000 epi:nan +opt_step:91232 lr:0.000104 clip_eps:0.1 entropy:1.286 +2026-01-07 21:59:39 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:37746.50 total_reward_ma:34628.74 loss:0.01109 fps:1457 +frame:5.85e+06 wall_t:4015 t:365625 epi:nan +opt_step:91392 lr:0.0001038 clip_eps:0.1 entropy:1.319 +2026-01-07 21:59:45 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:37796.50 total_reward_ma:34655.84 loss:0.01612 fps:1457 +frame:5.86e+06 wall_t:4021 t:366250 epi:nan +opt_step:91552 lr:0.0001035 clip_eps:0.1 entropy:1.428 +2026-01-07 21:59:51 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:37974.50 total_reward_ma:34687.07 loss:0.02308 fps:1458 +frame:5.87e+06 wall_t:4026 t:366875 epi:nan +opt_step:91712 lr:0.0001033 clip_eps:0.1 entropy:1.371 +2026-01-07 21:59:57 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:37692.00 total_reward_ma:34719.09 loss:-0.00736 fps:1458 +frame:5.88e+06 wall_t:4033 t:367500 epi:nan +opt_step:91872 lr:0.000103 clip_eps:0.1 entropy:1.745 +2026-01-07 22:00:03 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:37844.00 total_reward_ma:34751.95 loss:0.0009219 fps:1459 +frame:5.89e+06 wall_t:4038 t:368125 epi:nan +opt_step:92000 lr:0.0001028 clip_eps:0.1 entropy:1.657 +2026-01-07 22:00:09 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:38117.50 total_reward_ma:34787.06 loss:1.162e-06 fps:1459 +frame:5.90e+06 wall_t:4044 t:368750 epi:nan +opt_step:92160 lr:0.0001025 clip_eps:0.1 entropy:1.682 +2026-01-07 22:00:15 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:38117.50 total_reward_ma:34822.74 loss:0.002797 fps:1459 +frame:5.91e+06 wall_t:4051 t:369375 epi:nan +opt_step:92320 lr:0.0001023 clip_eps:0.1 entropy:1.826 +2026-01-07 22:00:21 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:38838.50 total_reward_ma:34870.57 loss:0.02438 fps:1459 +frame:5.92e+06 wall_t:4057 t:370000 epi:nan +opt_step:92480 lr:0.000102 clip_eps:0.1 entropy:1.589 +2026-01-07 22:00:27 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:38838.50 total_reward_ma:34913.59 loss:-0.0009266 fps:1460 +frame:5.93e+06 wall_t:4063 t:370625 epi:nan +opt_step:92640 lr:0.0001018 clip_eps:0.1 entropy:1.659 +2026-01-07 22:00:34 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:38919.50 total_reward_ma:34964.64 loss:-0.00101 fps:1460 +frame:5.94e+06 wall_t:4069 t:371250 epi:nan +opt_step:92800 lr:0.0001015 clip_eps:0.1 entropy:1.894 +2026-01-07 22:00:40 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:39637.00 total_reward_ma:35026.34 loss:0.003164 fps:1460 +frame:5.95e+06 wall_t:4075 t:371875 epi:nan +opt_step:92960 lr:0.0001013 clip_eps:0.1 entropy:1.73 +2026-01-07 22:00:46 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:39215.50 total_reward_ma:35084.80 loss:0.002042 fps:1460 +frame:5.96e+06 wall_t:4082 t:372500 epi:nan +opt_step:93120 lr:0.000101 clip_eps:0.1 entropy:1.523 +2026-01-07 22:00:52 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:39339.00 total_reward_ma:35148.02 loss:0.0137 fps:1460 +frame:5.97e+06 wall_t:4088 t:373125 epi:nan +opt_step:93280 lr:0.0001008 clip_eps:0.1 entropy:1.542 +2026-01-07 22:00:58 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:39491.50 total_reward_ma:35223.40 loss:0.01964 fps:1461 +frame:5.98e+06 wall_t:4094 t:373750 epi:nan +opt_step:93408 lr:0.0001005 clip_eps:0.1 entropy:1.091 +2026-01-07 22:01:04 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:39294.50 total_reward_ma:35299.53 loss:0.0361 fps:1461 +frame:5.99e+06 wall_t:4100 t:374375 epi:nan +opt_step:93568 lr:0.0001003 clip_eps:0.1 entropy:1.007 +2026-01-07 22:01:10 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:39060.50 total_reward_ma:35370.20 loss:0.03632 fps:1461 +frame:6.00e+06 wall_t:4106 t:375000 epi:nan +opt_step:93728 lr:0.0001 clip_eps:0.1 entropy:1.051 +2026-01-07 22:01:16 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:39097.50 total_reward_ma:35443.32 loss:0.03184 fps:1462 +frame:6.01e+06 wall_t:4112 t:375625 epi:nan +opt_step:93888 lr:9.978e-05 clip_eps:0.1 entropy:0.942 +2026-01-07 22:01:22 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:39592.00 total_reward_ma:35526.32 loss:0.039 fps:1462 +frame:6.02e+06 wall_t:4118 t:376250 epi:nan +opt_step:94048 lr:9.952e-05 clip_eps:0.1 entropy:0.9815 +2026-01-07 22:01:28 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:39601.00 total_reward_ma:35612.29 loss:0.03267 fps:1462 +frame:6.03e+06 wall_t:4124 t:376875 epi:nan +opt_step:94208 lr:9.927e-05 clip_eps:0.1 entropy:1.044 +2026-01-07 22:01:34 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:39601.00 total_reward_ma:35695.91 loss:0.006249 fps:1462 +frame:6.04e+06 wall_t:4130 t:377500 epi:nan +opt_step:94368 lr:9.901e-05 clip_eps:0.1 entropy:1.295 +2026-01-07 22:01:40 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:40148.00 total_reward_ma:35787.84 loss:0.02357 fps:1463 +frame:6.05e+06 wall_t:4136 t:378125 epi:nan +opt_step:94528 lr:9.876e-05 clip_eps:0.1 entropy:1.266 +2026-01-07 22:01:46 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:40580.50 total_reward_ma:35879.73 loss:0.01428 fps:1463 +frame:6.06e+06 wall_t:4141 t:378750 epi:nan +opt_step:94656 lr:9.855e-05 clip_eps:0.1 entropy:1.186 +2026-01-07 22:01:52 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:40282.50 total_reward_ma:35968.64 loss:0.02072 fps:1464 +frame:6.07e+06 wall_t:4147 t:379375 epi:nan +opt_step:94816 lr:9.829e-05 clip_eps:0.1 entropy:0.9265 +2026-01-07 22:01:58 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:40528.50 total_reward_ma:36059.77 loss:0.01736 fps:1464 +frame:6.08e+06 wall_t:4153 t:380000 epi:nan +opt_step:94976 lr:9.804e-05 clip_eps:0.1 entropy:1.218 +2026-01-07 22:02:04 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:40341.00 total_reward_ma:36147.11 loss:0.01054 fps:1464 +frame:6.09e+06 wall_t:4160 t:380625 epi:nan +opt_step:95136 lr:9.778e-05 clip_eps:0.1 entropy:1.315 +2026-01-07 22:02:11 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:40378.00 total_reward_ma:36235.97 loss:0.01817 fps:1464 +frame:6.10e+06 wall_t:4166 t:381250 epi:nan +opt_step:95296 lr:9.753e-05 clip_eps:0.1 entropy:1.314 +2026-01-07 22:02:18 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:40378.00 total_reward_ma:36324.39 loss:0.003879 fps:1464 +frame:6.11e+06 wall_t:4173 t:381875 epi:nan +opt_step:95456 lr:9.727e-05 clip_eps:0.1 entropy:1.446 +2026-01-07 22:02:24 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:40280.50 total_reward_ma:36406.91 loss:0.007177 fps:1464 +frame:6.12e+06 wall_t:4180 t:382500 epi:nan +opt_step:95616 lr:9.701e-05 clip_eps:0.1 entropy:1.639 +2026-01-07 22:02:30 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:40561.50 total_reward_ma:36493.35 loss:0.004491 fps:1464 +frame:6.13e+06 wall_t:4186 t:383125 epi:nan +opt_step:95776 lr:9.676e-05 clip_eps:0.1 entropy:1.41 +2026-01-07 22:02:36 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:40561.50 total_reward_ma:36582.52 loss:0.009911 fps:1465 +frame:6.14e+06 wall_t:4192 t:383750 epi:nan +opt_step:95936 lr:9.65e-05 clip_eps:0.1 entropy:1.42 +2026-01-07 22:02:42 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:40281.00 total_reward_ma:36666.83 loss:0.01034 fps:1465 +frame:6.15e+06 wall_t:4198 t:384375 epi:nan +opt_step:96064 lr:9.63e-05 clip_eps:0.1 entropy:1.404 +2026-01-07 22:02:48 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:40525.50 total_reward_ma:36753.15 loss:-0.01093 fps:1465 +frame:6.16e+06 wall_t:4204 t:385000 epi:nan +opt_step:96224 lr:9.604e-05 clip_eps:0.1 entropy:1.563 +2026-01-07 22:02:55 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:40570.00 total_reward_ma:36837.77 loss:-0.01715 fps:1466 +frame:6.17e+06 wall_t:4210 t:385625 epi:nan +opt_step:96384 lr:9.579e-05 clip_eps:0.1 entropy:1.574 +2026-01-07 22:03:01 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:40512.50 total_reward_ma:36923.86 loss:-0.006511 fps:1466 +frame:6.18e+06 wall_t:4216 t:386250 epi:nan +opt_step:96544 lr:9.553e-05 clip_eps:0.1 entropy:1.48 +2026-01-07 22:03:08 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:40698.50 total_reward_ma:37012.95 loss:0.004835 fps:1465 +frame:6.19e+06 wall_t:4224 t:386875 epi:nan +opt_step:96704 lr:9.527e-05 clip_eps:0.1 entropy:1.385 +2026-01-07 22:03:14 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:40953.00 total_reward_ma:37104.59 loss:0.01128 fps:1466 +frame:6.20e+06 wall_t:4230 t:387500 epi:nan +opt_step:96864 lr:9.502e-05 clip_eps:0.1 entropy:1.357 +2026-01-07 22:03:20 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:41133.50 total_reward_ma:37195.15 loss:0.02291 fps:1466 +frame:6.21e+06 wall_t:4236 t:388125 epi:nan +opt_step:97024 lr:9.476e-05 clip_eps:0.1 entropy:1.024 +2026-01-07 22:03:26 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:41702.00 total_reward_ma:37292.02 loss:0.03682 fps:1466 +frame:6.22e+06 wall_t:4242 t:388750 epi:nan +opt_step:97184 lr:9.451e-05 clip_eps:0.1 entropy:1.243 +2026-01-07 22:03:31 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:41829.00 total_reward_ma:37388.39 loss:0.03566 fps:1467 +frame:6.23e+06 wall_t:4247 t:389375 epi:nan +opt_step:97312 lr:9.43e-05 clip_eps:0.1 entropy:1.133 +2026-01-07 22:03:37 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:41829.00 total_reward_ma:37479.89 loss:0.02821 fps:1467 +frame:6.24e+06 wall_t:4253 t:390000 epi:nan +opt_step:97472 lr:9.404e-05 clip_eps:0.1 entropy:1.362 +2026-01-07 22:03:44 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:41971.00 total_reward_ma:37571.67 loss:-0.008606 fps:1467 +frame:6.25e+06 wall_t:4259 t:390625 epi:nan +opt_step:97632 lr:9.379e-05 clip_eps:0.1 entropy:1.629 +2026-01-07 22:03:50 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:42293.50 total_reward_ma:37669.25 loss:-0.0006055 fps:1467 +frame:6.26e+06 wall_t:4266 t:391250 epi:nan +opt_step:97792 lr:9.353e-05 clip_eps:0.1 entropy:1.495 +2026-01-07 22:03:57 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:42293.50 total_reward_ma:37766.67 loss:9.12e-06 fps:1468 +frame:6.27e+06 wall_t:4272 t:391875 epi:nan +opt_step:97952 lr:9.328e-05 clip_eps:0.1 entropy:1.506 +2026-01-07 22:04:04 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:42531.00 total_reward_ma:37864.68 loss:0.04399 fps:1468 +frame:6.28e+06 wall_t:4279 t:392500 epi:nan +opt_step:98112 lr:9.302e-05 clip_eps:0.1 entropy:0.9774 +2026-01-07 22:04:10 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:42930.50 total_reward_ma:37968.96 loss:0.009423 fps:1468 +frame:6.29e+06 wall_t:4285 t:393125 epi:nan +opt_step:98272 lr:9.276e-05 clip_eps:0.1 entropy:1.322 +2026-01-07 22:04:17 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:42480.00 total_reward_ma:38068.75 loss:0.01396 fps:1468 +frame:6.30e+06 wall_t:4293 t:393750 epi:nan +opt_step:98432 lr:9.251e-05 clip_eps:0.1 entropy:1.475 +2026-01-07 22:04:24 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:42366.50 total_reward_ma:38167.90 loss:0.03495 fps:1468 +frame:6.31e+06 wall_t:4299 t:394375 epi:nan +opt_step:98592 lr:9.225e-05 clip_eps:0.1 entropy:1.142 +2026-01-07 22:04:29 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:41634.50 total_reward_ma:38257.01 loss:0.02099 fps:1468 +frame:6.32e+06 wall_t:4305 t:395000 epi:nan +opt_step:98720 lr:9.205e-05 clip_eps:0.1 entropy:1.105 +2026-01-07 22:04:35 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:41634.50 total_reward_ma:38343.26 loss:0.03237 fps:1468 +frame:6.33e+06 wall_t:4311 t:395625 epi:nan +opt_step:98880 lr:9.179e-05 clip_eps:0.1 entropy:1.221 +2026-01-07 22:04:42 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:41585.00 total_reward_ma:38431.53 loss:0.02494 fps:1469 +frame:6.34e+06 wall_t:4317 t:396250 epi:nan +opt_step:99040 lr:9.154e-05 clip_eps:0.1 entropy:1.079 +2026-01-07 22:04:48 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:41699.50 total_reward_ma:38515.79 loss:0.02401 fps:1469 +frame:6.35e+06 wall_t:4323 t:396875 epi:nan +opt_step:99200 lr:9.128e-05 clip_eps:0.1 entropy:1.217 +2026-01-07 22:04:54 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:41660.00 total_reward_ma:38595.91 loss:0.02895 fps:1469 +frame:6.36e+06 wall_t:4329 t:397500 epi:nan +opt_step:99360 lr:9.102e-05 clip_eps:0.1 entropy:1.05 +2026-01-07 22:05:00 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:41719.00 total_reward_ma:38675.93 loss:0.04604 fps:1469 +frame:6.37e+06 wall_t:4335 t:398125 epi:nan +opt_step:99520 lr:9.077e-05 clip_eps:0.1 entropy:1.133 +2026-01-07 22:05:06 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:41298.00 total_reward_ma:38753.91 loss:0.04641 fps:1470 +frame:6.38e+06 wall_t:4341 t:398750 epi:nan +opt_step:99680 lr:9.051e-05 clip_eps:0.1 entropy:1.016 +2026-01-07 22:05:12 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:42060.50 total_reward_ma:38830.26 loss:0.03113 fps:1470 +frame:6.39e+06 wall_t:4347 t:399375 epi:nan +opt_step:99840 lr:9.026e-05 clip_eps:0.1 entropy:1.176 +2026-01-07 22:05:18 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:42032.00 total_reward_ma:38904.48 loss:0.02659 fps:1470 +frame:6.40e+06 wall_t:4354 t:400000 epi:nan +opt_step:100000 lr:9e-05 clip_eps:0.1 entropy:1.205 +2026-01-07 22:05:24 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:42173.50 total_reward_ma:38979.36 loss:0.00901 fps:1471 +frame:6.41e+06 wall_t:4359 t:400625 epi:nan +opt_step:100128 lr:8.98e-05 clip_eps:0.1 entropy:1.345 +2026-01-07 22:05:30 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:41858.50 total_reward_ma:39052.01 loss:0.00686 fps:1471 +frame:6.42e+06 wall_t:4365 t:401250 epi:nan +opt_step:100288 lr:8.954e-05 clip_eps:0.1 entropy:1.301 +2026-01-07 22:05:36 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:41858.50 total_reward_ma:39124.66 loss:0.0007023 fps:1471 +frame:6.43e+06 wall_t:4371 t:401875 epi:nan +opt_step:100448 lr:8.928e-05 clip_eps:0.1 entropy:1.59 +2026-01-07 22:05:41 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:42053.50 total_reward_ma:39197.43 loss:-0.001483 fps:1471 +frame:6.44e+06 wall_t:4377 t:402500 epi:nan +opt_step:100608 lr:8.903e-05 clip_eps:0.1 entropy:1.501 +2026-01-07 22:05:48 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:41799.00 total_reward_ma:39263.11 loss:0.01519 fps:1472 +frame:6.45e+06 wall_t:4383 t:403125 epi:nan +opt_step:100768 lr:8.877e-05 clip_eps:0.1 entropy:1.501 +2026-01-07 22:05:54 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:41977.00 total_reward_ma:39328.60 loss:0.0002528 fps:1472 +frame:6.46e+06 wall_t:4390 t:403750 epi:nan +opt_step:100928 lr:8.852e-05 clip_eps:0.1 entropy:1.531 +2026-01-07 22:06:00 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:41847.50 total_reward_ma:39392.02 loss:0.001743 fps:1472 +frame:6.47e+06 wall_t:4395 t:404375 epi:nan +opt_step:101088 lr:8.826e-05 clip_eps:0.1 entropy:1.628 +2026-01-07 22:06:06 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:41882.50 total_reward_ma:39452.24 loss:0.001549 fps:1472 +frame:6.48e+06 wall_t:4401 t:405000 epi:nan +opt_step:101248 lr:8.8e-05 clip_eps:0.1 entropy:1.44 +2026-01-07 22:06:11 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:41882.50 total_reward_ma:39511.11 loss:0.00153 fps:1473 +frame:6.49e+06 wall_t:4407 t:405625 epi:nan +opt_step:101376 lr:8.78e-05 clip_eps:0.1 entropy:1.539 +2026-01-07 22:06:17 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:41834.00 total_reward_ma:39564.80 loss:0.0232 fps:1473 +frame:6.50e+06 wall_t:4412 t:406250 epi:nan +opt_step:101536 lr:8.754e-05 clip_eps:0.1 entropy:1.508 +2026-01-07 22:06:22 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:41748.50 total_reward_ma:39614.25 loss:0.02568 fps:1474 +frame:6.51e+06 wall_t:4418 t:406875 epi:nan +opt_step:101696 lr:8.729e-05 clip_eps:0.1 entropy:1.521 +2026-01-07 22:06:28 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:41833.50 total_reward_ma:39663.68 loss:0.01334 fps:1474 +frame:6.52e+06 wall_t:4424 t:407500 epi:nan +opt_step:101856 lr:8.703e-05 clip_eps:0.1 entropy:1.348 +2026-01-07 22:06:33 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:41889.50 total_reward_ma:39716.09 loss:0.01806 fps:1474 +frame:6.53e+06 wall_t:4429 t:408125 epi:nan +opt_step:102016 lr:8.677e-05 clip_eps:0.1 entropy:1.213 +2026-01-07 22:06:40 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:41883.00 total_reward_ma:39770.08 loss:0.003369 fps:1475 +frame:6.54e+06 wall_t:4435 t:408750 epi:nan +opt_step:102176 lr:8.652e-05 clip_eps:0.1 entropy:1.529 +2026-01-07 22:06:46 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:42169.50 total_reward_ma:39823.65 loss:-0.004107 fps:1475 +frame:6.55e+06 wall_t:4441 t:409375 epi:nan +opt_step:102336 lr:8.626e-05 clip_eps:0.1 entropy:1.531 +2026-01-07 22:06:52 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:42169.50 total_reward_ma:39877.22 loss:0.01579 fps:1475 +frame:6.56e+06 wall_t:4448 t:410000 epi:nan +opt_step:102496 lr:8.601e-05 clip_eps:0.1 entropy:1.514 +2026-01-07 22:06:58 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:42217.00 total_reward_ma:39925.84 loss:0.008188 fps:1475 +frame:6.57e+06 wall_t:4454 t:410625 epi:nan +opt_step:102656 lr:8.575e-05 clip_eps:0.1 entropy:1.383 +2026-01-07 22:07:04 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:42256.00 total_reward_ma:39974.33 loss:0.009707 fps:1476 +frame:6.58e+06 wall_t:4459 t:411250 epi:nan +opt_step:102784 lr:8.555e-05 clip_eps:0.1 entropy:1.571 +2026-01-07 22:07:10 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:42256.00 total_reward_ma:40020.66 loss:0.001931 fps:1476 +frame:6.59e+06 wall_t:4465 t:411875 epi:nan +opt_step:102944 lr:8.529e-05 clip_eps:0.1 entropy:1.486 +2026-01-07 22:07:15 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:42325.50 total_reward_ma:40063.70 loss:0.02327 fps:1476 +frame:6.60e+06 wall_t:4471 t:412500 epi:nan +opt_step:103104 lr:8.503e-05 clip_eps:0.1 entropy:1.505 +2026-01-07 22:07:21 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:42377.50 total_reward_ma:40108.71 loss:0.006289 fps:1476 +frame:6.61e+06 wall_t:4477 t:413125 epi:nan +opt_step:103264 lr:8.478e-05 clip_eps:0.1 entropy:1.673 +2026-01-07 22:07:27 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:42778.50 total_reward_ma:40154.38 loss:-0.01243 fps:1477 +frame:6.62e+06 wall_t:4483 t:413750 epi:nan +opt_step:103424 lr:8.452e-05 clip_eps:0.1 entropy:1.641 +2026-01-07 22:07:34 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:42910.50 total_reward_ma:40205.34 loss:0.01361 fps:1477 +frame:6.63e+06 wall_t:4489 t:414375 epi:nan +opt_step:103584 lr:8.427e-05 clip_eps:0.1 entropy:1.428 +2026-01-07 22:07:40 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:42930.00 total_reward_ma:40250.77 loss:0.03632 fps:1477 +frame:6.64e+06 wall_t:4495 t:415000 epi:nan +opt_step:103744 lr:8.401e-05 clip_eps:0.1 entropy:1.499 +2026-01-07 22:07:46 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:43054.50 total_reward_ma:40297.43 loss:0.01498 fps:1477 +frame:6.65e+06 wall_t:4502 t:415625 epi:nan +opt_step:103904 lr:8.375e-05 clip_eps:0.1 entropy:1.272 +2026-01-07 22:07:52 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:43136.00 total_reward_ma:40348.12 loss:0.02847 fps:1477 +frame:6.66e+06 wall_t:4508 t:416250 epi:nan +opt_step:104032 lr:8.355e-05 clip_eps:0.1 entropy:1.362 +2026-01-07 22:07:58 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:43414.50 total_reward_ma:40401.61 loss:0.02149 fps:1478 +frame:6.67e+06 wall_t:4514 t:416875 epi:nan +opt_step:104192 lr:8.329e-05 clip_eps:0.1 entropy:1.456 +2026-01-07 22:08:04 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:43511.50 total_reward_ma:40460.20 loss:0.01894 fps:1478 +frame:6.68e+06 wall_t:4520 t:417500 epi:nan +opt_step:104352 lr:8.304e-05 clip_eps:0.1 entropy:1.477 +2026-01-07 22:08:10 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:43628.50 total_reward_ma:40519.95 loss:0.02193 fps:1478 +frame:6.69e+06 wall_t:4526 t:418125 epi:nan +opt_step:104512 lr:8.278e-05 clip_eps:0.1 entropy:1.426 +2026-01-07 22:08:16 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:43951.00 total_reward_ma:40581.98 loss:0.01056 fps:1478 +frame:6.70e+06 wall_t:4532 t:418750 epi:nan +opt_step:104672 lr:8.252e-05 clip_eps:0.1 entropy:1.38 +2026-01-07 22:08:22 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:43558.50 total_reward_ma:40641.61 loss:0.01796 fps:1479 +frame:6.71e+06 wall_t:4538 t:419375 epi:nan +opt_step:104832 lr:8.227e-05 clip_eps:0.1 entropy:1.196 +2026-01-07 22:08:28 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:43659.50 total_reward_ma:40702.25 loss:0.01533 fps:1479 +frame:6.72e+06 wall_t:4544 t:420000 epi:nan +opt_step:104992 lr:8.201e-05 clip_eps:0.1 entropy:1.236 +2026-01-07 22:08:34 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:43644.50 total_reward_ma:40763.82 loss:0.03692 fps:1479 +frame:6.73e+06 wall_t:4550 t:420625 epi:nan +opt_step:105152 lr:8.176e-05 clip_eps:0.1 entropy:1.097 +2026-01-07 22:08:41 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:43538.00 total_reward_ma:40824.73 loss:0.0377 fps:1479 +frame:6.74e+06 wall_t:4556 t:421250 epi:nan +opt_step:105312 lr:8.15e-05 clip_eps:0.1 entropy:1.108 +2026-01-07 22:08:46 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:43538.00 total_reward_ma:40883.91 loss:0.006938 fps:1480 +frame:6.75e+06 wall_t:4562 t:421875 epi:nan +opt_step:105440 lr:8.13e-05 clip_eps:0.1 entropy:1.147 +2026-01-07 22:08:52 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:43865.00 total_reward_ma:40950.34 loss:0.02147 fps:1480 +frame:6.76e+06 wall_t:4567 t:422500 epi:nan +opt_step:105600 lr:8.104e-05 clip_eps:0.1 entropy:1.268 +2026-01-07 22:08:58 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:43690.00 total_reward_ma:41015.79 loss:0.01424 fps:1480 +frame:6.77e+06 wall_t:4573 t:423125 epi:nan +opt_step:105760 lr:8.078e-05 clip_eps:0.1 entropy:1.331 +2026-01-07 22:09:04 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:43057.50 total_reward_ma:41072.54 loss:0.01773 fps:1481 +frame:6.78e+06 wall_t:4579 t:423750 epi:nan +opt_step:105920 lr:8.053e-05 clip_eps:0.1 entropy:1.336 +2026-01-07 22:09:10 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:42884.50 total_reward_ma:41127.58 loss:0.02302 fps:1481 +frame:6.79e+06 wall_t:4585 t:424375 epi:nan +opt_step:106080 lr:8.027e-05 clip_eps:0.1 entropy:1.086 +2026-01-07 22:09:16 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:42969.50 total_reward_ma:41184.78 loss:0.04509 fps:1481 +frame:6.80e+06 wall_t:4591 t:425000 epi:nan +opt_step:106240 lr:8.002e-05 clip_eps:0.1 entropy:0.875 +2026-01-07 22:09:22 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:43417.50 total_reward_ma:41244.50 loss:0.02239 fps:1481 +frame:6.81e+06 wall_t:4598 t:425625 epi:nan +opt_step:106400 lr:7.976e-05 clip_eps:0.1 entropy:0.8915 +2026-01-07 22:09:28 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:43645.00 total_reward_ma:41304.65 loss:0.01398 fps:1482 +frame:6.82e+06 wall_t:4603 t:426250 epi:nan +opt_step:106560 lr:7.95e-05 clip_eps:0.1 entropy:1.365 +2026-01-07 22:09:33 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:44240.00 total_reward_ma:41371.52 loss:0.04321 fps:1482 +frame:6.83e+06 wall_t:4609 t:426875 epi:nan +opt_step:106688 lr:7.93e-05 clip_eps:0.1 entropy:1.036 +2026-01-07 22:09:39 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:44892.50 total_reward_ma:41442.84 loss:0.01856 fps:1482 +frame:6.84e+06 wall_t:4614 t:427500 epi:nan +opt_step:106848 lr:7.904e-05 clip_eps:0.1 entropy:1.22 +2026-01-07 22:09:45 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:44852.00 total_reward_ma:41513.90 loss:0.01532 fps:1482 +frame:6.85e+06 wall_t:4621 t:428125 epi:nan +opt_step:107008 lr:7.879e-05 clip_eps:0.1 entropy:1.097 +2026-01-07 22:09:51 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:45044.00 total_reward_ma:41586.38 loss:0.01856 fps:1483 +frame:6.86e+06 wall_t:4627 t:428750 epi:nan +opt_step:107168 lr:7.853e-05 clip_eps:0.1 entropy:1.001 +2026-01-07 22:09:57 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:45058.50 total_reward_ma:41657.21 loss:0.04402 fps:1483 +frame:6.87e+06 wall_t:4633 t:429375 epi:nan +opt_step:107328 lr:7.828e-05 clip_eps:0.1 entropy:0.9769 +2026-01-07 22:10:03 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:45198.00 total_reward_ma:41732.27 loss:0.0297 fps:1483 +frame:6.88e+06 wall_t:4638 t:430000 epi:nan +opt_step:107488 lr:7.802e-05 clip_eps:0.1 entropy:1.121 +2026-01-07 22:10:09 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:45171.50 total_reward_ma:41805.55 loss:0.01774 fps:1484 +frame:6.89e+06 wall_t:4644 t:430625 epi:nan +opt_step:107648 lr:7.776e-05 clip_eps:0.1 entropy:1.215 +2026-01-07 22:10:15 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:45270.00 total_reward_ma:41877.07 loss:0.005407 fps:1484 +frame:6.90e+06 wall_t:4650 t:431250 epi:nan +opt_step:107808 lr:7.751e-05 clip_eps:0.1 entropy:1.231 +2026-01-07 22:10:21 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:45270.00 total_reward_ma:41948.60 loss:0.006666 fps:1484 +frame:6.91e+06 wall_t:4656 t:431875 epi:nan +opt_step:107968 lr:7.725e-05 clip_eps:0.1 entropy:1.292 +2026-01-07 22:10:26 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:45270.00 total_reward_ma:42012.91 loss:0.01602 fps:1484 +frame:6.92e+06 wall_t:4662 t:432500 epi:nan +opt_step:108096 lr:7.705e-05 clip_eps:0.1 entropy:1.193 +2026-01-07 22:10:32 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:45270.00 total_reward_ma:42077.23 loss:0.002811 fps:1485 +frame:6.93e+06 wall_t:4667 t:433125 epi:nan +opt_step:108256 lr:7.679e-05 clip_eps:0.1 entropy:1.251 +2026-01-07 22:10:38 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:45299.00 total_reward_ma:42141.02 loss:0.03497 fps:1485 +frame:6.94e+06 wall_t:4673 t:433750 epi:nan +opt_step:108416 lr:7.653e-05 clip_eps:0.1 entropy:1.406 +2026-01-07 22:10:44 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:45807.50 total_reward_ma:42202.73 loss:0.01278 fps:1485 +frame:6.95e+06 wall_t:4679 t:434375 epi:nan +opt_step:108576 lr:7.628e-05 clip_eps:0.1 entropy:1.346 +2026-01-07 22:10:50 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:45873.00 total_reward_ma:42269.30 loss:0.02375 fps:1486 +frame:6.96e+06 wall_t:4685 t:435000 epi:nan +opt_step:108736 lr:7.602e-05 clip_eps:0.1 entropy:1.082 +2026-01-07 22:10:56 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:45942.50 total_reward_ma:42335.34 loss:0.03639 fps:1486 +frame:6.97e+06 wall_t:4692 t:435625 epi:nan +opt_step:108896 lr:7.577e-05 clip_eps:0.1 entropy:1.218 +2026-01-07 22:11:03 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:45934.50 total_reward_ma:42399.77 loss:0.03539 fps:1486 +frame:6.98e+06 wall_t:4698 t:436250 epi:nan +opt_step:109056 lr:7.551e-05 clip_eps:0.1 entropy:1.258 +2026-01-07 22:11:09 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:46243.50 total_reward_ma:42469.26 loss:0.01257 fps:1486 +frame:6.99e+06 wall_t:4705 t:436875 epi:nan +opt_step:109216 lr:7.525e-05 clip_eps:0.1 entropy:1.177 +2026-01-07 22:11:15 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:46239.00 total_reward_ma:42541.05 loss:0.01605 fps:1486 +frame:7.00e+06 wall_t:4711 t:437500 epi:nan +opt_step:109344 lr:7.505e-05 clip_eps:0.1 entropy:1.263 +2026-01-07 22:11:21 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:46239.00 total_reward_ma:42612.46 loss:0.03405 fps:1486 +frame:7.01e+06 wall_t:4717 t:438125 epi:nan +opt_step:109504 lr:7.479e-05 clip_eps:0.1 entropy:1.235 +2026-01-07 22:11:27 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:46495.50 total_reward_ma:42681.50 loss:0.008244 fps:1486 +frame:7.02e+06 wall_t:4723 t:438750 epi:nan +opt_step:109664 lr:7.454e-05 clip_eps:0.1 entropy:1.416 +2026-01-07 22:11:33 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:46424.00 total_reward_ma:42749.73 loss:0.002825 fps:1487 +frame:7.03e+06 wall_t:4728 t:439375 epi:nan +opt_step:109824 lr:7.428e-05 clip_eps:0.1 entropy:1.351 +2026-01-07 22:11:39 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:46374.00 total_reward_ma:42817.45 loss:0.00585 fps:1487 +frame:7.04e+06 wall_t:4735 t:440000 epi:nan +opt_step:109984 lr:7.403e-05 clip_eps:0.1 entropy:1.364 +2026-01-07 22:11:45 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:46553.00 total_reward_ma:42881.50 loss:0.02773 fps:1487 +frame:7.05e+06 wall_t:4741 t:440625 epi:nan +opt_step:110144 lr:7.377e-05 clip_eps:0.1 entropy:1.399 +2026-01-07 22:11:51 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:46340.50 total_reward_ma:42939.11 loss:0.02381 fps:1487 +frame:7.06e+06 wall_t:4747 t:441250 epi:nan +opt_step:110304 lr:7.351e-05 clip_eps:0.1 entropy:1.472 +2026-01-07 22:11:58 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:45647.00 total_reward_ma:42992.75 loss:0.003869 fps:1487 +frame:7.07e+06 wall_t:4753 t:441875 epi:nan +opt_step:110464 lr:7.326e-05 clip_eps:0.1 entropy:1.416 +2026-01-07 22:12:04 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:45647.00 total_reward_ma:43043.93 loss:0.02638 fps:1488 +frame:7.08e+06 wall_t:4759 t:442500 epi:nan +opt_step:110624 lr:7.3e-05 clip_eps:0.1 entropy:1.528 +2026-01-07 22:12:09 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:45177.00 total_reward_ma:43092.30 loss:0.01358 fps:1488 +frame:7.09e+06 wall_t:4765 t:443125 epi:nan +opt_step:110752 lr:7.28e-05 clip_eps:0.1 entropy:1.603 +2026-01-07 22:12:16 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:45083.50 total_reward_ma:43139.35 loss:0.03292 fps:1488 +frame:7.10e+06 wall_t:4771 t:443750 epi:nan +opt_step:110912 lr:7.254e-05 clip_eps:0.1 entropy:1.245 +2026-01-07 22:12:22 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:45083.50 total_reward_ma:43186.41 loss:0.004321 fps:1488 +frame:7.11e+06 wall_t:4777 t:444375 epi:nan +opt_step:111072 lr:7.228e-05 clip_eps:0.1 entropy:1.605 +2026-01-07 22:12:28 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:45196.00 total_reward_ma:43235.56 loss:0.01844 fps:1488 +frame:7.12e+06 wall_t:4784 t:445000 epi:nan +opt_step:111232 lr:7.203e-05 clip_eps:0.1 entropy:1.292 +2026-01-07 22:12:34 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:45042.50 total_reward_ma:43280.37 loss:0.03249 fps:1489 +frame:7.13e+06 wall_t:4790 t:445625 epi:nan +opt_step:111392 lr:7.177e-05 clip_eps:0.1 entropy:1.344 +2026-01-07 22:12:40 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:44625.50 total_reward_ma:43321.01 loss:0.02573 fps:1489 +frame:7.14e+06 wall_t:4795 t:446250 epi:nan +opt_step:111552 lr:7.152e-05 clip_eps:0.1 entropy:1.417 +2026-01-07 22:12:46 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:44428.00 total_reward_ma:43362.48 loss:0.0234 fps:1489 +frame:7.15e+06 wall_t:4802 t:446875 epi:nan +opt_step:111712 lr:7.126e-05 clip_eps:0.1 entropy:1.194 +2026-01-07 22:12:52 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:44370.00 total_reward_ma:43400.93 loss:0.02857 fps:1489 +frame:7.16e+06 wall_t:4807 t:447500 epi:nan +opt_step:111872 lr:7.1e-05 clip_eps:0.1 entropy:1.248 +2026-01-07 22:12:57 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:44014.50 total_reward_ma:43435.37 loss:0.02399 fps:1490 +frame:7.17e+06 wall_t:4813 t:448125 epi:nan +opt_step:112000 lr:7.08e-05 clip_eps:0.1 entropy:1.273 +2026-01-07 22:13:03 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:43808.50 total_reward_ma:43468.33 loss:0.02849 fps:1490 +frame:7.18e+06 wall_t:4819 t:448750 epi:nan +opt_step:112160 lr:7.054e-05 clip_eps:0.1 entropy:1.253 +2026-01-07 22:13:10 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:43758.50 total_reward_ma:43498.93 loss:0.03485 fps:1490 +frame:7.19e+06 wall_t:4825 t:449375 epi:nan +opt_step:112320 lr:7.029e-05 clip_eps:0.1 entropy:1.285 +2026-01-07 22:13:16 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:43389.50 total_reward_ma:43523.30 loss:0.0603 fps:1490 +frame:7.20e+06 wall_t:4832 t:450000 epi:nan +opt_step:112480 lr:7.003e-05 clip_eps:0.1 entropy:1.019 +2026-01-07 22:13:23 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:43098.00 total_reward_ma:43542.94 loss:0.02858 fps:1490 +frame:7.21e+06 wall_t:4838 t:450625 epi:nan +opt_step:112640 lr:6.978e-05 clip_eps:0.1 entropy:1.136 +2026-01-07 22:13:30 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:43471.50 total_reward_ma:43560.64 loss:0.03814 fps:1490 +frame:7.22e+06 wall_t:4845 t:451250 epi:nan +opt_step:112800 lr:6.952e-05 clip_eps:0.1 entropy:0.989 +2026-01-07 22:13:36 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:43383.50 total_reward_ma:43576.18 loss:0.01681 fps:1490 +frame:7.23e+06 wall_t:4852 t:451875 epi:nan +opt_step:112960 lr:6.926e-05 clip_eps:0.1 entropy:1.253 +2026-01-07 22:13:42 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:43645.50 total_reward_ma:43594.34 loss:0.0581 fps:1490 +frame:7.24e+06 wall_t:4858 t:452500 epi:nan +opt_step:113120 lr:6.901e-05 clip_eps:0.1 entropy:1.176 +2026-01-07 22:13:48 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:43517.00 total_reward_ma:43609.80 loss:0.05114 fps:1491 +frame:7.25e+06 wall_t:4864 t:453125 epi:nan +opt_step:113280 lr:6.875e-05 clip_eps:0.1 entropy:1.071 +2026-01-07 22:13:59 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:43641.50 total_reward_ma:43623.29 loss:0.0421 fps:1489 +frame:7.26e+06 wall_t:4875 t:453750 epi:nan +opt_step:113408 lr:6.855e-05 clip_eps:0.1 entropy:1.163 +2026-01-07 22:14:05 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:43641.50 total_reward_ma:43636.77 loss:-0.002122 fps:1490 +frame:7.27e+06 wall_t:4880 t:454375 epi:nan +opt_step:113568 lr:6.829e-05 clip_eps:0.1 entropy:1.325 +2026-01-07 22:14:12 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:43781.00 total_reward_ma:43649.27 loss:0.006564 fps:1489 +frame:7.28e+06 wall_t:4888 t:455000 epi:nan +opt_step:113728 lr:6.804e-05 clip_eps:0.1 entropy:1.587 +2026-01-07 22:14:19 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:44167.50 total_reward_ma:43661.64 loss:0.0203 fps:1489 +frame:7.29e+06 wall_t:4895 t:455625 epi:nan +opt_step:113888 lr:6.778e-05 clip_eps:0.1 entropy:1.289 +2026-01-07 22:14:24 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:44382.50 total_reward_ma:43680.66 loss:0.03229 fps:1490 +frame:7.30e+06 wall_t:4900 t:456250 epi:nan +opt_step:114048 lr:6.752e-05 clip_eps:0.1 entropy:1.154 +2026-01-07 22:14:33 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:44129.00 total_reward_ma:43698.29 loss:0.02809 fps:1489 +frame:7.31e+06 wall_t:4909 t:456875 epi:nan +opt_step:114208 lr:6.727e-05 clip_eps:0.1 entropy:1.245 +2026-01-07 22:14:42 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:43953.50 total_reward_ma:43721.48 loss:0.06778 fps:1488 +frame:7.32e+06 wall_t:4918 t:457500 epi:nan +opt_step:114368 lr:6.701e-05 clip_eps:0.1 entropy:1.027 +2026-01-07 22:14:50 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:44048.00 total_reward_ma:43745.61 loss:0.01287 fps:1488 +frame:7.33e+06 wall_t:4925 t:458125 epi:nan +opt_step:114528 lr:6.676e-05 clip_eps:0.1 entropy:0.9882 +2026-01-07 22:14:55 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:43725.50 total_reward_ma:43767.02 loss:0.03637 fps:1489 +frame:7.34e+06 wall_t:4931 t:458750 epi:nan +opt_step:114656 lr:6.655e-05 clip_eps:0.1 entropy:1.186 +2026-01-07 22:15:02 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:43673.00 total_reward_ma:43786.75 loss:0.01404 fps:1488 +frame:7.35e+06 wall_t:4938 t:459375 epi:nan +opt_step:114816 lr:6.629e-05 clip_eps:0.1 entropy:1.286 +2026-01-07 22:15:09 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:43460.50 total_reward_ma:43804.75 loss:0.02341 fps:1488 +frame:7.36e+06 wall_t:4945 t:460000 epi:nan +opt_step:114976 lr:6.604e-05 clip_eps:0.1 entropy:1.191 +2026-01-07 22:15:16 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:43524.00 total_reward_ma:43822.80 loss:0.02171 fps:1489 +frame:7.37e+06 wall_t:4951 t:460625 epi:nan +opt_step:115136 lr:6.578e-05 clip_eps:0.1 entropy:1.352 +2026-01-07 22:15:22 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:43213.50 total_reward_ma:43841.96 loss:0.03208 fps:1489 +frame:7.38e+06 wall_t:4958 t:461250 epi:nan +opt_step:115296 lr:6.553e-05 clip_eps:0.1 entropy:1.1 +2026-01-07 22:15:28 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:43267.00 total_reward_ma:43854.02 loss:0.04687 fps:1489 +frame:7.39e+06 wall_t:4963 t:461875 epi:nan +opt_step:115456 lr:6.527e-05 clip_eps:0.1 entropy:1.212 +2026-01-07 22:15:34 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:43027.00 total_reward_ma:43863.98 loss:0.04713 fps:1489 +frame:7.40e+06 wall_t:4969 t:462500 epi:nan +opt_step:115616 lr:6.501e-05 clip_eps:0.1 entropy:1.281 +2026-01-07 22:15:40 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:43312.50 total_reward_ma:43875.36 loss:0.05865 fps:1489 +frame:7.41e+06 wall_t:4976 t:463125 epi:nan +opt_step:115776 lr:6.476e-05 clip_eps:0.1 entropy:0.8445 +2026-01-07 22:15:47 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:42910.50 total_reward_ma:43885.89 loss:0.05505 fps:1489 +frame:7.42e+06 wall_t:4982 t:463750 epi:nan +opt_step:115936 lr:6.45e-05 clip_eps:0.1 entropy:1.068 +2026-01-07 22:15:52 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:42779.00 total_reward_ma:43895.09 loss:0.02613 fps:1490 +frame:7.43e+06 wall_t:4988 t:464375 epi:nan +opt_step:116064 lr:6.43e-05 clip_eps:0.1 entropy:0.9135 +2026-01-07 22:15:58 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:42814.00 total_reward_ma:43902.70 loss:0.04791 fps:1490 +frame:7.44e+06 wall_t:4994 t:465000 epi:nan +opt_step:116224 lr:6.404e-05 clip_eps:0.1 entropy:0.8306 +2026-01-07 22:16:04 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:43195.50 total_reward_ma:43916.66 loss:0.02725 fps:1490 +frame:7.45e+06 wall_t:5000 t:465625 epi:nan +opt_step:116384 lr:6.379e-05 clip_eps:0.1 entropy:1.136 +2026-01-07 22:16:10 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:43138.50 total_reward_ma:43928.27 loss:0.05581 fps:1491 +frame:7.46e+06 wall_t:5005 t:466250 epi:nan +opt_step:116544 lr:6.353e-05 clip_eps:0.1 entropy:0.9718 +2026-01-07 22:16:16 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:43069.50 total_reward_ma:43940.50 loss:0.03534 fps:1491 +frame:7.47e+06 wall_t:5011 t:466875 epi:nan +opt_step:116704 lr:6.327e-05 clip_eps:0.1 entropy:1.199 +2026-01-07 22:16:22 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:43416.00 total_reward_ma:43955.83 loss:0.04351 fps:1491 +frame:7.48e+06 wall_t:5018 t:467500 epi:nan +opt_step:116864 lr:6.302e-05 clip_eps:0.1 entropy:0.7781 +2026-01-07 22:16:29 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:43546.50 total_reward_ma:43972.47 loss:0.04033 fps:1491 +frame:7.49e+06 wall_t:5024 t:468125 epi:nan +opt_step:117024 lr:6.276e-05 clip_eps:0.1 entropy:0.8938 +2026-01-07 22:16:35 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:43593.50 total_reward_ma:43990.07 loss:0.02725 fps:1491 +frame:7.50e+06 wall_t:5030 t:468750 epi:nan +opt_step:117184 lr:6.251e-05 clip_eps:0.1 entropy:1.028 +2026-01-07 22:16:40 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:43550.00 total_reward_ma:44008.08 loss:0.03089 fps:1492 +frame:7.51e+06 wall_t:5035 t:469375 epi:nan +opt_step:117312 lr:6.23e-05 clip_eps:0.1 entropy:0.9034 +2026-01-07 22:16:46 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:43986.00 total_reward_ma:44029.61 loss:0.03155 fps:1492 +frame:7.52e+06 wall_t:5041 t:470000 epi:nan +opt_step:117472 lr:6.204e-05 clip_eps:0.1 entropy:1.048 +2026-01-07 22:16:52 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:44021.50 total_reward_ma:44050.93 loss:0.04738 fps:1492 +frame:7.53e+06 wall_t:5047 t:470625 epi:nan +opt_step:117632 lr:6.179e-05 clip_eps:0.1 entropy:0.9237 +2026-01-07 22:16:57 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:44506.50 total_reward_ma:44077.16 loss:0.03633 fps:1492 +frame:7.54e+06 wall_t:5053 t:471250 epi:nan +opt_step:117792 lr:6.153e-05 clip_eps:0.1 entropy:0.9029 +2026-01-07 22:17:02 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:44713.00 total_reward_ma:44102.59 loss:0.04703 fps:1493 +frame:7.55e+06 wall_t:5058 t:471875 epi:nan +opt_step:117952 lr:6.128e-05 clip_eps:0.1 entropy:0.9743 +2026-01-07 22:17:07 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:44713.00 total_reward_ma:44128.03 loss:0.03009 fps:1493 +frame:7.56e+06 wall_t:5062 t:472500 epi:nan +opt_step:118112 lr:6.102e-05 clip_eps:0.1 entropy:0.902 +2026-01-07 22:17:12 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:44713.00 total_reward_ma:44152.99 loss:0.03169 fps:1494 +frame:7.57e+06 wall_t:5067 t:473125 epi:nan +opt_step:118272 lr:6.076e-05 clip_eps:0.1 entropy:1.014 +2026-01-07 22:17:17 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:44837.50 total_reward_ma:44178.80 loss:0.02884 fps:1494 +frame:7.58e+06 wall_t:5072 t:473750 epi:nan +opt_step:118432 lr:6.051e-05 clip_eps:0.1 entropy:1.214 +2026-01-07 22:17:22 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:44735.00 total_reward_ma:44203.59 loss:0.02967 fps:1495 +frame:7.59e+06 wall_t:5077 t:474375 epi:nan +opt_step:118592 lr:6.025e-05 clip_eps:0.1 entropy:0.971 +2026-01-07 22:17:26 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:45022.00 total_reward_ma:44230.56 loss:0.05197 fps:1495 +frame:7.60e+06 wall_t:5082 t:475000 epi:nan +opt_step:118720 lr:6.005e-05 clip_eps:0.1 entropy:1.061 +2026-01-07 22:17:32 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:45218.00 total_reward_ma:44258.96 loss:0.04169 fps:1496 +frame:7.61e+06 wall_t:5088 t:475625 epi:nan +opt_step:118880 lr:5.979e-05 clip_eps:0.1 entropy:1.143 +2026-01-07 22:17:38 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:45362.50 total_reward_ma:44284.80 loss:0.05165 fps:1496 +frame:7.62e+06 wall_t:5094 t:476250 epi:nan +opt_step:119040 lr:5.954e-05 clip_eps:0.1 entropy:0.8007 +2026-01-07 22:17:44 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:45485.50 total_reward_ma:44310.55 loss:0.04647 fps:1496 +frame:7.63e+06 wall_t:5100 t:476875 epi:nan +opt_step:119200 lr:5.928e-05 clip_eps:0.1 entropy:0.9261 +2026-01-07 22:17:50 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:45221.50 total_reward_ma:44333.47 loss:0.03817 fps:1496 +frame:7.64e+06 wall_t:5106 t:477500 epi:nan +opt_step:119360 lr:5.902e-05 clip_eps:0.1 entropy:0.9123 +2026-01-07 22:17:57 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:45554.50 total_reward_ma:44358.47 loss:0.04077 fps:1496 +frame:7.65e+06 wall_t:5112 t:478125 epi:nan +opt_step:119520 lr:5.877e-05 clip_eps:0.1 entropy:1.012 +2026-01-07 22:18:02 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:45136.00 total_reward_ma:44378.47 loss:0.06031 fps:1497 +frame:7.66e+06 wall_t:5118 t:478750 epi:nan +opt_step:119680 lr:5.851e-05 clip_eps:0.1 entropy:0.94 +2026-01-07 22:18:08 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:44676.00 total_reward_ma:44391.09 loss:0.05709 fps:1497 +frame:7.67e+06 wall_t:5124 t:479375 epi:nan +opt_step:119840 lr:5.826e-05 clip_eps:0.1 entropy:0.9652 +2026-01-07 22:18:14 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:44751.50 total_reward_ma:44403.48 loss:0.0261 fps:1497 +frame:7.68e+06 wall_t:5130 t:480000 epi:nan +opt_step:120000 lr:5.8e-05 clip_eps:0.1 entropy:1.106 +2026-01-07 22:18:20 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:44096.50 total_reward_ma:44408.16 loss:0.03344 fps:1498 +frame:7.69e+06 wall_t:5135 t:480625 epi:nan +opt_step:120128 lr:5.78e-05 clip_eps:0.1 entropy:1.183 +2026-01-07 22:18:26 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:44100.50 total_reward_ma:44409.66 loss:0.005105 fps:1497 +frame:7.70e+06 wall_t:5142 t:481250 epi:nan +opt_step:120288 lr:5.754e-05 clip_eps:0.1 entropy:1.23 +2026-01-07 22:18:32 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:44100.50 total_reward_ma:44415.08 loss:0.0123 fps:1498 +frame:7.71e+06 wall_t:5148 t:481875 epi:nan +opt_step:120448 lr:5.728e-05 clip_eps:0.1 entropy:1.133 +2026-01-07 22:18:38 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:44054.50 total_reward_ma:44419.03 loss:0.03295 fps:1498 +frame:7.72e+06 wall_t:5154 t:482500 epi:nan +opt_step:120608 lr:5.703e-05 clip_eps:0.1 entropy:1.139 +2026-01-07 22:18:45 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:44148.00 total_reward_ma:44424.07 loss:0.0301 fps:1498 +frame:7.73e+06 wall_t:5160 t:483125 epi:nan +opt_step:120768 lr:5.677e-05 clip_eps:0.1 entropy:1.056 +2026-01-07 22:18:50 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:44347.50 total_reward_ma:44432.16 loss:0.03315 fps:1498 +frame:7.74e+06 wall_t:5166 t:483750 epi:nan +opt_step:120928 lr:5.652e-05 clip_eps:0.1 entropy:1.178 +2026-01-07 22:18:57 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:44293.00 total_reward_ma:44439.71 loss:0.011 fps:1498 +frame:7.75e+06 wall_t:5172 t:484375 epi:nan +opt_step:121088 lr:5.626e-05 clip_eps:0.1 entropy:1.346 +2026-01-07 22:19:03 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:44903.50 total_reward_ma:44450.09 loss:0.04233 fps:1498 +frame:7.76e+06 wall_t:5179 t:485000 epi:nan +opt_step:121248 lr:5.6e-05 clip_eps:0.1 entropy:1.167 +2026-01-07 22:19:09 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:45300.00 total_reward_ma:44466.20 loss:0.01114 fps:1499 +frame:7.77e+06 wall_t:5184 t:485625 epi:nan +opt_step:121376 lr:5.58e-05 clip_eps:0.1 entropy:1.179 +2026-01-07 22:19:15 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:45367.00 total_reward_ma:44489.29 loss:0.01311 fps:1499 +frame:7.78e+06 wall_t:5191 t:486250 epi:nan +opt_step:121536 lr:5.554e-05 clip_eps:0.1 entropy:1.298 +2026-01-07 22:19:21 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:45320.50 total_reward_ma:44513.65 loss:0.01962 fps:1499 +frame:7.79e+06 wall_t:5197 t:486875 epi:nan +opt_step:121696 lr:5.529e-05 clip_eps:0.1 entropy:1.299 +2026-01-07 22:19:27 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:45092.00 total_reward_ma:44534.88 loss:0.01105 fps:1499 +frame:7.80e+06 wall_t:5202 t:487500 epi:nan +opt_step:121856 lr:5.503e-05 clip_eps:0.1 entropy:1.205 +2026-01-07 22:19:32 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:45186.00 total_reward_ma:44552.56 loss:0.01326 fps:1500 +frame:7.81e+06 wall_t:5208 t:488125 epi:nan +opt_step:122016 lr:5.477e-05 clip_eps:0.1 entropy:1.104 +2026-01-07 22:19:38 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:45343.00 total_reward_ma:44569.54 loss:0.01659 fps:1500 +frame:7.82e+06 wall_t:5213 t:488750 epi:nan +opt_step:122176 lr:5.452e-05 clip_eps:0.1 entropy:1.166 +2026-01-07 22:19:44 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:45343.00 total_reward_ma:44580.57 loss:0.04615 fps:1500 +frame:7.83e+06 wall_t:5219 t:489375 epi:nan +opt_step:122336 lr:5.426e-05 clip_eps:0.1 entropy:1.12 +2026-01-07 22:19:50 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:45425.00 total_reward_ma:44585.89 loss:0.03762 fps:1500 +frame:7.84e+06 wall_t:5225 t:490000 epi:nan +opt_step:122496 lr:5.401e-05 clip_eps:0.1 entropy:0.9453 +2026-01-07 22:19:56 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:45673.50 total_reward_ma:44594.11 loss:0.06479 fps:1501 +frame:7.85e+06 wall_t:5231 t:490625 epi:nan +opt_step:122656 lr:5.375e-05 clip_eps:0.1 entropy:0.9702 +2026-01-07 22:20:02 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:45673.50 total_reward_ma:44600.41 loss:0.04773 fps:1501 +frame:7.86e+06 wall_t:5237 t:491250 epi:nan +opt_step:122784 lr:5.355e-05 clip_eps:0.1 entropy:0.9855 +2026-01-07 22:20:08 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:46421.00 total_reward_ma:44614.03 loss:0.03668 fps:1501 +frame:7.87e+06 wall_t:5243 t:491875 epi:nan +opt_step:122944 lr:5.329e-05 clip_eps:0.1 entropy:1.108 +2026-01-07 22:20:14 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:46535.00 total_reward_ma:44627.40 loss:0.03483 fps:1501 +frame:7.88e+06 wall_t:5249 t:492500 epi:nan +opt_step:123104 lr:5.303e-05 clip_eps:0.1 entropy:0.9377 +2026-01-07 22:20:19 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:46467.00 total_reward_ma:44640.36 loss:0.03687 fps:1501 +frame:7.89e+06 wall_t:5255 t:493125 epi:nan +opt_step:123264 lr:5.278e-05 clip_eps:0.1 entropy:0.8717 +2026-01-07 22:20:25 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:46582.00 total_reward_ma:44653.48 loss:0.05004 fps:1502 +frame:7.90e+06 wall_t:5261 t:493750 epi:nan +opt_step:123424 lr:5.252e-05 clip_eps:0.1 entropy:0.8376 +2026-01-07 22:20:32 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:46739.50 total_reward_ma:44668.17 loss:0.02942 fps:1502 +frame:7.91e+06 wall_t:5268 t:494375 epi:nan +opt_step:123584 lr:5.227e-05 clip_eps:0.1 entropy:0.9548 +2026-01-07 22:20:39 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:46746.00 total_reward_ma:44682.93 loss:0.03385 fps:1501 +frame:7.92e+06 wall_t:5275 t:495000 epi:nan +opt_step:123744 lr:5.201e-05 clip_eps:0.1 entropy:1.076 +2026-01-07 22:20:45 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:46849.50 total_reward_ma:44698.73 loss:0.06193 fps:1502 +frame:7.93e+06 wall_t:5281 t:495625 epi:nan +opt_step:123904 lr:5.175e-05 clip_eps:0.1 entropy:0.8132 +2026-01-07 22:20:50 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:46849.50 total_reward_ma:44714.23 loss:0.06347 fps:1502 +frame:7.94e+06 wall_t:5286 t:496250 epi:nan +opt_step:124032 lr:5.155e-05 clip_eps:0.1 entropy:1.064 +2026-01-07 22:20:57 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:46943.00 total_reward_ma:44725.59 loss:0.06032 fps:1502 +frame:7.95e+06 wall_t:5292 t:496875 epi:nan +opt_step:124192 lr:5.129e-05 clip_eps:0.1 entropy:0.9036 +2026-01-07 22:21:03 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:47033.00 total_reward_ma:44737.18 loss:0.04832 fps:1502 +frame:7.96e+06 wall_t:5299 t:497500 epi:nan +opt_step:124352 lr:5.104e-05 clip_eps:0.1 entropy:0.8183 +2026-01-07 22:21:09 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:46943.00 total_reward_ma:44747.19 loss:0.05119 fps:1502 +frame:7.97e+06 wall_t:5305 t:498125 epi:nan +opt_step:124512 lr:5.078e-05 clip_eps:0.1 entropy:0.9687 +2026-01-07 22:21:15 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:46853.50 total_reward_ma:44756.38 loss:0.03621 fps:1503 +frame:7.98e+06 wall_t:5311 t:498750 epi:nan +opt_step:124672 lr:5.052e-05 clip_eps:0.1 entropy:1.098 +2026-01-07 22:21:21 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:47405.00 total_reward_ma:44768.00 loss:0.03562 fps:1503 +frame:7.99e+06 wall_t:5317 t:499375 epi:nan +opt_step:124832 lr:5.027e-05 clip_eps:0.1 entropy:0.9131 +2026-01-07 22:21:28 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:47335.50 total_reward_ma:44778.96 loss:0.01575 fps:1503 +frame:8.00e+06 wall_t:5323 t:500000 epi:nan +opt_step:124992 lr:5.001e-05 clip_eps:0.1 entropy:1.205 +2026-01-07 22:21:34 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:46975.00 total_reward_ma:44786.32 loss:0.04472 fps:1503 +frame:8.01e+06 wall_t:5329 t:500625 epi:nan +opt_step:125152 lr:4.976e-05 clip_eps:0.1 entropy:1.056 +2026-01-07 22:21:40 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:47009.50 total_reward_ma:44791.46 loss:0.03083 fps:1503 +frame:8.02e+06 wall_t:5335 t:501250 epi:nan +opt_step:125312 lr:4.95e-05 clip_eps:0.1 entropy:0.8594 +2026-01-07 22:21:45 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:47195.50 total_reward_ma:44799.18 loss:0.0146 fps:1503 +frame:8.03e+06 wall_t:5341 t:501875 epi:nan +opt_step:125440 lr:4.93e-05 clip_eps:0.1 entropy:1.027 +2026-01-07 22:21:51 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:47178.50 total_reward_ma:44807.22 loss:0.04366 fps:1504 +frame:8.04e+06 wall_t:5346 t:502500 epi:nan +opt_step:125600 lr:4.904e-05 clip_eps:0.1 entropy:0.9695 +2026-01-07 22:21:57 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:47068.50 total_reward_ma:44812.38 loss:0.03625 fps:1504 +frame:8.05e+06 wall_t:5352 t:503125 epi:nan +opt_step:125760 lr:4.878e-05 clip_eps:0.1 entropy:0.8297 +2026-01-07 22:22:03 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:47575.00 total_reward_ma:44824.72 loss:0.03398 fps:1504 +frame:8.06e+06 wall_t:5358 t:503750 epi:nan +opt_step:125920 lr:4.853e-05 clip_eps:0.1 entropy:1.044 +2026-01-07 22:22:09 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:47723.00 total_reward_ma:44845.48 loss:0.03539 fps:1504 +frame:8.07e+06 wall_t:5364 t:504375 epi:nan +opt_step:126080 lr:4.827e-05 clip_eps:0.1 entropy:1.007 +2026-01-07 22:22:15 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:47822.50 total_reward_ma:44867.23 loss:0.03869 fps:1504 +frame:8.08e+06 wall_t:5371 t:505000 epi:nan +opt_step:126240 lr:4.802e-05 clip_eps:0.1 entropy:0.9793 +2026-01-07 22:22:22 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:47875.00 total_reward_ma:44894.21 loss:0.02168 fps:1505 +frame:8.09e+06 wall_t:5377 t:505625 epi:nan +opt_step:126400 lr:4.776e-05 clip_eps:0.1 entropy:1.039 +2026-01-07 22:22:28 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:47875.00 total_reward_ma:44922.13 loss:0.004532 fps:1505 +frame:8.10e+06 wall_t:5383 t:506250 epi:nan +opt_step:126560 lr:4.75e-05 clip_eps:0.1 entropy:1.152 +2026-01-07 22:22:33 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:47694.00 total_reward_ma:44948.23 loss:0.01276 fps:1505 +frame:8.11e+06 wall_t:5388 t:506875 epi:nan +opt_step:126688 lr:4.73e-05 clip_eps:0.1 entropy:1.134 +2026-01-07 22:22:39 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:47565.50 total_reward_ma:44971.93 loss:0.04081 fps:1505 +frame:8.12e+06 wall_t:5395 t:507500 epi:nan +opt_step:126848 lr:4.704e-05 clip_eps:0.1 entropy:1.181 +2026-01-07 22:22:46 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:48061.00 total_reward_ma:45002.11 loss:0.06297 fps:1505 +frame:8.13e+06 wall_t:5401 t:508125 epi:nan +opt_step:127008 lr:4.679e-05 clip_eps:0.1 entropy:1.031 +2026-01-07 22:22:52 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:47790.50 total_reward_ma:45033.77 loss:0.03885 fps:1505 +frame:8.14e+06 wall_t:5407 t:508750 epi:nan +opt_step:127168 lr:4.653e-05 clip_eps:0.1 entropy:0.8292 +2026-01-07 22:22:57 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:47816.50 total_reward_ma:45067.65 loss:0.03549 fps:1506 +frame:8.15e+06 wall_t:5413 t:509375 epi:nan +opt_step:127328 lr:4.628e-05 clip_eps:0.1 entropy:1.119 +2026-01-07 22:23:03 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:48365.00 total_reward_ma:45107.60 loss:0.02667 fps:1506 +frame:8.16e+06 wall_t:5419 t:510000 epi:nan +opt_step:127488 lr:4.602e-05 clip_eps:0.1 entropy:0.9687 +2026-01-07 22:23:09 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:48218.50 total_reward_ma:45149.64 loss:0.04485 fps:1506 +frame:8.17e+06 wall_t:5425 t:510625 epi:nan +opt_step:127648 lr:4.576e-05 clip_eps:0.1 entropy:0.7773 +2026-01-07 22:23:15 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:48609.50 total_reward_ma:45197.65 loss:0.02138 fps:1506 +frame:8.18e+06 wall_t:5431 t:511250 epi:nan +opt_step:127808 lr:4.551e-05 clip_eps:0.1 entropy:0.8457 +2026-01-07 22:23:21 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:48609.50 total_reward_ma:45246.16 loss:0.03577 fps:1506 +frame:8.19e+06 wall_t:5437 t:511875 epi:nan +opt_step:127968 lr:4.525e-05 clip_eps:0.1 entropy:1.065 +2026-01-07 22:23:27 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:48960.50 total_reward_ma:45301.87 loss:0.02183 fps:1507 +frame:8.20e+06 wall_t:5442 t:512500 epi:nan +opt_step:128096 lr:4.505e-05 clip_eps:0.1 entropy:1.173 +2026-01-07 22:23:33 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:49471.50 total_reward_ma:45365.61 loss:0.03112 fps:1507 +frame:8.21e+06 wall_t:5449 t:513125 epi:nan +opt_step:128256 lr:4.479e-05 clip_eps:0.1 entropy:0.9601 +2026-01-07 22:23:39 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:49463.00 total_reward_ma:45425.52 loss:0.04369 fps:1507 +frame:8.22e+06 wall_t:5454 t:513750 epi:nan +opt_step:128416 lr:4.453e-05 clip_eps:0.1 entropy:1.039 +2026-01-07 22:23:45 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:49463.00 total_reward_ma:45486.32 loss:0.05721 fps:1507 +frame:8.23e+06 wall_t:5460 t:514375 epi:nan +opt_step:128576 lr:4.428e-05 clip_eps:0.1 entropy:0.9664 +2026-01-07 22:23:51 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:49463.00 total_reward_ma:45544.49 loss:0.06983 fps:1508 +frame:8.24e+06 wall_t:5466 t:515000 epi:nan +opt_step:128736 lr:4.402e-05 clip_eps:0.1 entropy:1.059 +2026-01-07 22:23:56 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:49463.00 total_reward_ma:45603.95 loss:0.02495 fps:1508 +frame:8.25e+06 wall_t:5472 t:515625 epi:nan +opt_step:128896 lr:4.377e-05 clip_eps:0.1 entropy:1.226 +2026-01-07 22:24:02 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:49412.00 total_reward_ma:45661.66 loss:0.04288 fps:1508 +frame:8.26e+06 wall_t:5478 t:516250 epi:nan +opt_step:129056 lr:4.351e-05 clip_eps:0.1 entropy:1.216 +2026-01-07 22:24:09 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:49555.00 total_reward_ma:45720.79 loss:0.02177 fps:1508 +frame:8.27e+06 wall_t:5484 t:516875 epi:nan +opt_step:129216 lr:4.325e-05 clip_eps:0.1 entropy:0.9465 +2026-01-07 22:24:15 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:49965.00 total_reward_ma:45782.63 loss:0.01577 fps:1508 +frame:8.28e+06 wall_t:5490 t:517500 epi:nan +opt_step:129344 lr:4.305e-05 clip_eps:0.1 entropy:1.149 +2026-01-07 22:24:21 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50182.50 total_reward_ma:45842.78 loss:0.05041 fps:1508 +frame:8.29e+06 wall_t:5496 t:518125 epi:nan +opt_step:129504 lr:4.279e-05 clip_eps:0.1 entropy:1.073 +2026-01-07 22:24:27 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50049.00 total_reward_ma:45899.45 loss:0.05988 fps:1509 +frame:8.30e+06 wall_t:5502 t:518750 epi:nan +opt_step:129664 lr:4.254e-05 clip_eps:0.1 entropy:0.9495 +2026-01-07 22:24:33 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50147.50 total_reward_ma:45959.63 loss:0.04527 fps:1508 +frame:8.31e+06 wall_t:5509 t:519375 epi:nan +opt_step:129824 lr:4.228e-05 clip_eps:0.1 entropy:0.9528 +2026-01-07 22:24:39 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50146.50 total_reward_ma:46021.56 loss:0.03504 fps:1509 +frame:8.32e+06 wall_t:5515 t:520000 epi:nan +opt_step:129984 lr:4.203e-05 clip_eps:0.1 entropy:1.048 +2026-01-07 22:24:46 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50381.00 total_reward_ma:46084.89 loss:0.06203 fps:1509 +frame:8.33e+06 wall_t:5522 t:520625 epi:nan +opt_step:130144 lr:4.177e-05 clip_eps:0.1 entropy:1.064 +2026-01-07 22:24:52 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:49779.00 total_reward_ma:46145.43 loss:0.04349 fps:1509 +frame:8.34e+06 wall_t:5528 t:521250 epi:nan +opt_step:130304 lr:4.151e-05 clip_eps:0.1 entropy:0.9325 +2026-01-07 22:24:58 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:49647.50 total_reward_ma:46205.17 loss:0.032 fps:1509 +frame:8.35e+06 wall_t:5533 t:521875 epi:nan +opt_step:130464 lr:4.126e-05 clip_eps:0.1 entropy:1.217 +2026-01-07 22:25:04 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:49616.50 total_reward_ma:46266.73 loss:0.03556 fps:1509 +frame:8.36e+06 wall_t:5539 t:522500 epi:nan +opt_step:130624 lr:4.1e-05 clip_eps:0.1 entropy:1.187 +2026-01-07 22:25:09 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:49688.50 total_reward_ma:46328.38 loss:0.03594 fps:1509 +frame:8.37e+06 wall_t:5545 t:523125 epi:nan +opt_step:130752 lr:4.08e-05 clip_eps:0.1 entropy:1.27 +2026-01-07 22:25:16 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:49404.00 total_reward_ma:46390.28 loss:0.05408 fps:1510 +frame:8.38e+06 wall_t:5551 t:523750 epi:nan +opt_step:130912 lr:4.054e-05 clip_eps:0.1 entropy:1.026 +2026-01-07 22:25:22 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:49440.50 total_reward_ma:46452.02 loss:0.05681 fps:1510 +frame:8.39e+06 wall_t:5557 t:524375 epi:nan +opt_step:131072 lr:4.028e-05 clip_eps:0.1 entropy:0.9087 +2026-01-07 22:25:28 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:48987.00 total_reward_ma:46511.61 loss:0.0554 fps:1510 +frame:8.40e+06 wall_t:5564 t:525000 epi:nan +opt_step:131232 lr:4.003e-05 clip_eps:0.1 entropy:0.8489 +2026-01-07 22:25:35 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:48688.00 total_reward_ma:46565.37 loss:0.03792 fps:1510 +frame:8.41e+06 wall_t:5570 t:525625 epi:nan +opt_step:131392 lr:3.977e-05 clip_eps:0.1 entropy:0.8587 +2026-01-07 22:25:41 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:49032.50 total_reward_ma:46626.59 loss:0.06973 fps:1510 +frame:8.42e+06 wall_t:5576 t:526250 epi:nan +opt_step:131552 lr:3.952e-05 clip_eps:0.1 entropy:0.9987 +2026-01-07 22:25:47 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:48449.00 total_reward_ma:46683.29 loss:0.03243 fps:1510 +frame:8.43e+06 wall_t:5583 t:526875 epi:nan +opt_step:131712 lr:3.926e-05 clip_eps:0.1 entropy:0.8944 +2026-01-07 22:25:54 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:48512.50 total_reward_ma:46740.27 loss:0.05611 fps:1510 +frame:8.44e+06 wall_t:5589 t:527500 epi:nan +opt_step:131872 lr:3.9e-05 clip_eps:0.1 entropy:0.9961 +2026-01-07 22:25:59 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:48473.50 total_reward_ma:46793.05 loss:0.03954 fps:1510 +frame:8.45e+06 wall_t:5595 t:528125 epi:nan +opt_step:132000 lr:3.88e-05 clip_eps:0.1 entropy:0.9215 +2026-01-07 22:26:06 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:48473.50 total_reward_ma:46846.41 loss:0.04209 fps:1510 +frame:8.46e+06 wall_t:5601 t:528750 epi:nan +opt_step:132160 lr:3.854e-05 clip_eps:0.1 entropy:0.8821 +2026-01-07 22:26:12 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:48699.00 total_reward_ma:46902.70 loss:0.02751 fps:1511 +frame:8.47e+06 wall_t:5607 t:529375 epi:nan +opt_step:132320 lr:3.829e-05 clip_eps:0.1 entropy:0.9882 +2026-01-07 22:26:19 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:48520.50 total_reward_ma:46953.75 loss:0.05207 fps:1511 +frame:8.48e+06 wall_t:5614 t:530000 epi:nan +opt_step:132480 lr:3.803e-05 clip_eps:0.1 entropy:0.9538 +2026-01-07 22:26:25 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:49124.00 total_reward_ma:47009.52 loss:0.05036 fps:1511 +frame:8.49e+06 wall_t:5620 t:530625 epi:nan +opt_step:132640 lr:3.778e-05 clip_eps:0.1 entropy:0.8669 +2026-01-07 22:26:31 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:49109.50 total_reward_ma:47064.68 loss:0.02777 fps:1511 +frame:8.50e+06 wall_t:5626 t:531250 epi:nan +opt_step:132800 lr:3.752e-05 clip_eps:0.1 entropy:1.029 +2026-01-07 22:26:37 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:49114.50 total_reward_ma:47120.32 loss:0.03549 fps:1511 +frame:8.51e+06 wall_t:5633 t:531875 epi:nan +opt_step:132960 lr:3.726e-05 clip_eps:0.1 entropy:0.9162 +2026-01-07 22:26:43 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:49126.50 total_reward_ma:47171.73 loss:0.05201 fps:1511 +frame:8.52e+06 wall_t:5639 t:532500 epi:nan +opt_step:133120 lr:3.701e-05 clip_eps:0.1 entropy:0.9729 +2026-01-07 22:26:49 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:49523.00 total_reward_ma:47226.75 loss:0.04563 fps:1511 +frame:8.53e+06 wall_t:5645 t:533125 epi:nan +opt_step:133280 lr:3.675e-05 clip_eps:0.1 entropy:0.7527 +2026-01-07 22:26:55 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:49476.50 total_reward_ma:47276.45 loss:0.05208 fps:1511 +frame:8.54e+06 wall_t:5651 t:533750 epi:nan +opt_step:133408 lr:3.655e-05 clip_eps:0.1 entropy:0.8791 +2026-01-07 22:27:01 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:49572.00 total_reward_ma:47325.04 loss:0.06054 fps:1512 +frame:8.55e+06 wall_t:5656 t:534375 epi:nan +opt_step:133568 lr:3.629e-05 clip_eps:0.1 entropy:1.056 +2026-01-07 22:27:07 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:49682.50 total_reward_ma:47374.73 loss:0.04878 fps:1512 +frame:8.56e+06 wall_t:5663 t:535000 epi:nan +opt_step:133728 lr:3.604e-05 clip_eps:0.1 entropy:0.8687 +2026-01-07 22:27:13 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:49795.00 total_reward_ma:47425.55 loss:0.06368 fps:1512 +frame:8.57e+06 wall_t:5668 t:535625 epi:nan +opt_step:133888 lr:3.578e-05 clip_eps:0.1 entropy:0.7398 +2026-01-07 22:27:19 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:49694.00 total_reward_ma:47474.11 loss:0.05401 fps:1512 +frame:8.58e+06 wall_t:5675 t:536250 epi:nan +opt_step:134048 lr:3.552e-05 clip_eps:0.1 entropy:0.9658 +2026-01-07 22:27:25 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50161.50 total_reward_ma:47528.38 loss:0.04406 fps:1512 +frame:8.59e+06 wall_t:5681 t:536875 epi:nan +opt_step:134208 lr:3.527e-05 clip_eps:0.1 entropy:1.103 +2026-01-07 22:27:31 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50085.50 total_reward_ma:47579.02 loss:0.02961 fps:1512 +frame:8.60e+06 wall_t:5687 t:537500 epi:nan +opt_step:134368 lr:3.501e-05 clip_eps:0.1 entropy:1.02 +2026-01-07 22:27:37 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50085.50 total_reward_ma:47627.69 loss:0.03474 fps:1512 +frame:8.61e+06 wall_t:5693 t:538125 epi:nan +opt_step:134528 lr:3.476e-05 clip_eps:0.1 entropy:0.8267 +2026-01-07 22:27:43 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50279.50 total_reward_ma:47676.86 loss:0.04604 fps:1513 +frame:8.62e+06 wall_t:5698 t:538750 epi:nan +opt_step:134656 lr:3.455e-05 clip_eps:0.1 entropy:0.8474 +2026-01-07 22:27:49 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50284.00 total_reward_ma:47724.84 loss:0.04038 fps:1513 +frame:8.63e+06 wall_t:5705 t:539375 epi:nan +opt_step:134816 lr:3.429e-05 clip_eps:0.1 entropy:0.7041 +2026-01-07 22:27:55 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50605.00 total_reward_ma:47778.68 loss:0.03664 fps:1513 +frame:8.64e+06 wall_t:5711 t:540000 epi:nan +opt_step:134976 lr:3.404e-05 clip_eps:0.1 entropy:1.082 +2026-01-07 22:28:02 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50593.50 total_reward_ma:47829.07 loss:0.02432 fps:1513 +frame:8.65e+06 wall_t:5718 t:540625 epi:nan +opt_step:135136 lr:3.378e-05 clip_eps:0.1 entropy:0.9631 +2026-01-07 22:28:08 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50565.50 total_reward_ma:47883.36 loss:0.04035 fps:1513 +frame:8.66e+06 wall_t:5724 t:541250 epi:nan +opt_step:135296 lr:3.353e-05 clip_eps:0.1 entropy:1.054 +2026-01-07 22:28:14 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50864.00 total_reward_ma:47945.25 loss:0.0162 fps:1513 +frame:8.67e+06 wall_t:5730 t:541875 epi:nan +opt_step:135456 lr:3.327e-05 clip_eps:0.1 entropy:0.9953 +2026-01-07 22:28:20 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50638.50 total_reward_ma:48004.11 loss:0.01562 fps:1513 +frame:8.68e+06 wall_t:5736 t:542500 epi:nan +opt_step:135616 lr:3.301e-05 clip_eps:0.1 entropy:1.155 +2026-01-07 22:28:36 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50638.50 total_reward_ma:48069.54 loss:0.02547 fps:1511 +frame:8.69e+06 wall_t:5752 t:543125 epi:nan +opt_step:135776 lr:3.276e-05 clip_eps:0.1 entropy:1.151 +2026-01-07 22:28:41 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50638.50 total_reward_ma:48134.91 loss:0.0221 fps:1511 +frame:8.70e+06 wall_t:5757 t:543750 epi:nan +opt_step:135936 lr:3.25e-05 clip_eps:0.1 entropy:1.156 +2026-01-07 22:28:51 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50350.00 total_reward_ma:48197.41 loss:0.05391 fps:1511 +frame:8.71e+06 wall_t:5766 t:544375 epi:nan +opt_step:136064 lr:3.23e-05 clip_eps:0.1 entropy:1.197 +2026-01-07 22:29:13 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50422.50 total_reward_ma:48261.09 loss:0.06047 fps:1506 +frame:8.72e+06 wall_t:5789 t:545000 epi:nan +opt_step:136224 lr:3.204e-05 clip_eps:0.1 entropy:1.034 +2026-01-07 22:29:26 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50444.50 total_reward_ma:48324.05 loss:0.03843 fps:1505 +frame:8.73e+06 wall_t:5802 t:545625 epi:nan +opt_step:136384 lr:3.179e-05 clip_eps:0.1 entropy:1.028 +2026-01-07 22:29:32 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50577.00 total_reward_ma:48386.35 loss:0.04785 fps:1505 +frame:8.74e+06 wall_t:5808 t:546250 epi:nan +opt_step:136544 lr:3.153e-05 clip_eps:0.1 entropy:1.077 +2026-01-07 22:29:39 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50520.00 total_reward_ma:48448.62 loss:0.02937 fps:1505 +frame:8.75e+06 wall_t:5814 t:546875 epi:nan +opt_step:136704 lr:3.127e-05 clip_eps:0.1 entropy:0.8659 +2026-01-07 22:29:44 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50520.00 total_reward_ma:48504.79 loss:0.06027 fps:1505 +frame:8.76e+06 wall_t:5820 t:547500 epi:nan +opt_step:136864 lr:3.102e-05 clip_eps:0.1 entropy:0.8126 +2026-01-07 22:29:51 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50430.00 total_reward_ma:48556.09 loss:0.04599 fps:1505 +frame:8.77e+06 wall_t:5826 t:548125 epi:nan +opt_step:137024 lr:3.076e-05 clip_eps:0.1 entropy:1.098 +2026-01-07 22:29:57 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50401.00 total_reward_ma:48606.43 loss:0.03951 fps:1505 +frame:8.78e+06 wall_t:5832 t:548750 epi:nan +opt_step:137184 lr:3.051e-05 clip_eps:0.1 entropy:1.002 +2026-01-07 22:30:02 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50107.50 total_reward_ma:48654.30 loss:0.05907 fps:1506 +frame:8.79e+06 wall_t:5838 t:549375 epi:nan +opt_step:137312 lr:3.03e-05 clip_eps:0.1 entropy:0.842 +2026-01-07 22:30:09 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50466.00 total_reward_ma:48708.04 loss:0.03872 fps:1506 +frame:8.80e+06 wall_t:5844 t:550000 epi:nan +opt_step:137472 lr:3.004e-05 clip_eps:0.1 entropy:0.8803 +2026-01-07 22:30:15 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50536.00 total_reward_ma:48761.54 loss:0.06705 fps:1506 +frame:8.81e+06 wall_t:5850 t:550625 epi:nan +opt_step:137632 lr:2.979e-05 clip_eps:0.1 entropy:0.8439 +2026-01-07 22:30:21 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50716.00 total_reward_ma:48815.27 loss:0.03646 fps:1506 +frame:8.82e+06 wall_t:5857 t:551250 epi:nan +opt_step:137792 lr:2.953e-05 clip_eps:0.1 entropy:0.9089 +2026-01-07 22:30:27 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50430.50 total_reward_ma:48866.14 loss:0.03378 fps:1506 +frame:8.83e+06 wall_t:5863 t:551875 epi:nan +opt_step:137952 lr:2.928e-05 clip_eps:0.1 entropy:1.077 +2026-01-07 22:30:34 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50581.50 total_reward_ma:48917.70 loss:0.01289 fps:1506 +frame:8.84e+06 wall_t:5869 t:552500 epi:nan +opt_step:138112 lr:2.902e-05 clip_eps:0.1 entropy:1.172 +2026-01-07 22:30:40 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50581.50 total_reward_ma:48966.79 loss:0.05226 fps:1506 +frame:8.85e+06 wall_t:5875 t:553125 epi:nan +opt_step:138272 lr:2.876e-05 clip_eps:0.1 entropy:1.116 +2026-01-07 22:30:46 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50664.50 total_reward_ma:49016.70 loss:0.0302 fps:1506 +frame:8.86e+06 wall_t:5882 t:553750 epi:nan +opt_step:138432 lr:2.851e-05 clip_eps:0.1 entropy:1.077 +2026-01-07 22:30:52 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50873.50 total_reward_ma:49061.22 loss:0.0319 fps:1506 +frame:8.87e+06 wall_t:5888 t:554375 epi:nan +opt_step:138592 lr:2.825e-05 clip_eps:0.1 entropy:1.122 +2026-01-07 22:30:59 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50874.50 total_reward_ma:49104.61 loss:0.01813 fps:1507 +frame:8.88e+06 wall_t:5894 t:555000 epi:nan +opt_step:138720 lr:2.805e-05 clip_eps:0.1 entropy:1.19 +2026-01-07 22:31:06 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50938.50 total_reward_ma:49149.33 loss:0.02559 fps:1507 +frame:8.89e+06 wall_t:5901 t:555625 epi:nan +opt_step:138880 lr:2.779e-05 clip_eps:0.1 entropy:0.9996 +2026-01-07 22:31:12 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:51223.50 total_reward_ma:49195.75 loss:0.01142 fps:1506 +frame:8.90e+06 wall_t:5908 t:556250 epi:nan +opt_step:139040 lr:2.754e-05 clip_eps:0.1 entropy:1.116 +2026-01-07 22:31:18 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:51223.50 total_reward_ma:49240.59 loss:0.02725 fps:1507 +frame:8.91e+06 wall_t:5914 t:556875 epi:nan +opt_step:139200 lr:2.728e-05 clip_eps:0.1 entropy:1.05 +2026-01-07 22:31:24 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:51449.50 total_reward_ma:49287.62 loss:0.02337 fps:1507 +frame:8.92e+06 wall_t:5920 t:557500 epi:nan +opt_step:139360 lr:2.702e-05 clip_eps:0.1 entropy:1.109 +2026-01-07 22:31:31 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:51433.50 total_reward_ma:49333.46 loss:0.02347 fps:1507 +frame:8.93e+06 wall_t:5926 t:558125 epi:nan +opt_step:139520 lr:2.677e-05 clip_eps:0.1 entropy:0.987 +2026-01-07 22:31:37 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:51378.50 total_reward_ma:49378.75 loss:0.02061 fps:1507 +frame:8.94e+06 wall_t:5933 t:558750 epi:nan +opt_step:139680 lr:2.651e-05 clip_eps:0.1 entropy:1.249 +2026-01-07 22:31:44 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:51378.50 total_reward_ma:49423.11 loss:0.01027 fps:1507 +frame:8.95e+06 wall_t:5939 t:559375 epi:nan +opt_step:139840 lr:2.626e-05 clip_eps:0.1 entropy:1.126 +2026-01-07 22:31:50 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:51146.00 total_reward_ma:49464.23 loss:0.0279 fps:1507 +frame:8.96e+06 wall_t:5946 t:560000 epi:nan +opt_step:140000 lr:2.6e-05 clip_eps:0.1 entropy:1.179 +2026-01-07 22:31:55 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:51559.00 total_reward_ma:49510.39 loss:0.03572 fps:1507 +frame:8.97e+06 wall_t:5951 t:560625 epi:nan +opt_step:140128 lr:2.58e-05 clip_eps:0.1 entropy:1.159 +2026-01-07 22:32:02 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:51750.00 total_reward_ma:49559.36 loss:0.03852 fps:1507 +frame:8.98e+06 wall_t:5957 t:561250 epi:nan +opt_step:140288 lr:2.554e-05 clip_eps:0.1 entropy:1.26 +2026-01-07 22:32:08 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:51750.00 total_reward_ma:49602.81 loss:0.03174 fps:1508 +frame:8.99e+06 wall_t:5963 t:561875 epi:nan +opt_step:140448 lr:2.528e-05 clip_eps:0.1 entropy:1.389 +2026-01-07 22:32:14 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:51738.00 total_reward_ma:49646.84 loss:0.01372 fps:1508 +frame:9.00e+06 wall_t:5969 t:562500 epi:nan +opt_step:140608 lr:2.503e-05 clip_eps:0.1 entropy:1.432 +2026-01-07 22:32:19 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:51789.50 total_reward_ma:49694.98 loss:0.009209 fps:1508 +frame:9.01e+06 wall_t:5975 t:563125 epi:nan +opt_step:140768 lr:2.477e-05 clip_eps:0.1 entropy:1.276 +2026-01-07 22:32:25 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:51667.00 total_reward_ma:49741.55 loss:0.01382 fps:1508 +frame:9.02e+06 wall_t:5981 t:563750 epi:nan +opt_step:140928 lr:2.452e-05 clip_eps:0.1 entropy:1.314 +2026-01-07 22:32:31 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:51641.00 total_reward_ma:49786.01 loss:0.02271 fps:1508 +frame:9.03e+06 wall_t:5987 t:564375 epi:nan +opt_step:141088 lr:2.426e-05 clip_eps:0.1 entropy:1.094 +2026-01-07 22:32:37 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:51693.00 total_reward_ma:49831.16 loss:0.0314 fps:1509 +frame:9.04e+06 wall_t:5992 t:565000 epi:nan +opt_step:141248 lr:2.4e-05 clip_eps:0.1 entropy:1.36 +2026-01-07 22:32:42 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:51485.00 total_reward_ma:49875.32 loss:0.004848 fps:1509 +frame:9.05e+06 wall_t:5998 t:565625 epi:nan +opt_step:141376 lr:2.38e-05 clip_eps:0.1 entropy:1.65 +2026-01-07 22:32:55 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:51218.00 total_reward_ma:49911.75 loss:0.02532 fps:1507 +frame:9.06e+06 wall_t:6010 t:566250 epi:nan +opt_step:141536 lr:2.354e-05 clip_eps:0.1 entropy:1.155 +2026-01-07 22:33:01 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:51393.50 total_reward_ma:49948.45 loss:0.03661 fps:1507 +frame:9.07e+06 wall_t:6017 t:566875 epi:nan +opt_step:141696 lr:2.329e-05 clip_eps:0.1 entropy:1.037 +2026-01-07 22:33:07 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:51393.50 total_reward_ma:49984.16 loss:0.03487 fps:1508 +frame:9.08e+06 wall_t:6023 t:567500 epi:nan +opt_step:141856 lr:2.303e-05 clip_eps:0.1 entropy:1.336 +2026-01-07 22:33:13 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:51546.50 total_reward_ma:50020.88 loss:0.02577 fps:1508 +frame:9.09e+06 wall_t:6029 t:568125 epi:nan +opt_step:142016 lr:2.277e-05 clip_eps:0.1 entropy:1.067 +2026-01-07 22:33:19 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50834.50 total_reward_ma:50050.48 loss:0.06253 fps:1508 +frame:9.10e+06 wall_t:6035 t:568750 epi:nan +opt_step:142176 lr:2.252e-05 clip_eps:0.1 entropy:0.9142 +2026-01-07 22:33:25 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50853.50 total_reward_ma:50082.07 loss:0.02004 fps:1508 +frame:9.11e+06 wall_t:6041 t:569375 epi:nan +opt_step:142336 lr:2.226e-05 clip_eps:0.1 entropy:1.091 +2026-01-07 22:33:31 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:51044.00 total_reward_ma:50116.86 loss:0.05458 fps:1508 +frame:9.12e+06 wall_t:6047 t:570000 epi:nan +opt_step:142496 lr:2.201e-05 clip_eps:0.1 entropy:1.11 +2026-01-07 22:33:38 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50409.00 total_reward_ma:50140.34 loss:0.03691 fps:1508 +frame:9.13e+06 wall_t:6053 t:570625 epi:nan +opt_step:142656 lr:2.175e-05 clip_eps:0.1 entropy:0.9307 +2026-01-07 22:33:43 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50113.00 total_reward_ma:50163.56 loss:0.04375 fps:1508 +frame:9.14e+06 wall_t:6059 t:571250 epi:nan +opt_step:142784 lr:2.155e-05 clip_eps:0.1 entropy:1.024 +2026-01-07 22:33:49 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50113.00 total_reward_ma:50186.52 loss:0.0657 fps:1509 +frame:9.15e+06 wall_t:6065 t:571875 epi:nan +opt_step:142944 lr:2.129e-05 clip_eps:0.1 entropy:0.8314 +2026-01-07 22:33:55 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50119.00 total_reward_ma:50204.07 loss:0.03425 fps:1509 +frame:9.16e+06 wall_t:6071 t:572500 epi:nan +opt_step:143104 lr:2.103e-05 clip_eps:0.1 entropy:1.112 +2026-01-07 22:34:01 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50163.00 total_reward_ma:50223.51 loss:0.04062 fps:1509 +frame:9.17e+06 wall_t:6077 t:573125 epi:nan +opt_step:143264 lr:2.078e-05 clip_eps:0.1 entropy:0.884 +2026-01-07 22:34:06 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50092.00 total_reward_ma:50238.34 loss:0.04709 fps:1509 +frame:9.18e+06 wall_t:6082 t:573750 epi:nan +opt_step:143424 lr:2.052e-05 clip_eps:0.1 entropy:0.9987 +2026-01-07 22:34:12 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50088.00 total_reward_ma:50253.12 loss:0.06062 fps:1510 +frame:9.19e+06 wall_t:6087 t:574375 epi:nan +opt_step:143584 lr:2.027e-05 clip_eps:0.1 entropy:0.9116 +2026-01-07 22:34:17 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50205.50 total_reward_ma:50265.57 loss:0.03817 fps:1510 +frame:9.20e+06 wall_t:6093 t:575000 epi:nan +opt_step:143744 lr:2.001e-05 clip_eps:0.1 entropy:0.8061 +2026-01-07 22:34:24 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50136.50 total_reward_ma:50272.22 loss:0.06574 fps:1510 +frame:9.21e+06 wall_t:6099 t:575625 epi:nan +opt_step:143904 lr:1.975e-05 clip_eps:0.1 entropy:0.5726 +2026-01-07 22:34:28 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50136.50 total_reward_ma:50278.95 loss:0.04992 fps:1510 +frame:9.22e+06 wall_t:6104 t:576250 epi:nan +opt_step:144032 lr:1.955e-05 clip_eps:0.1 entropy:0.6569 +2026-01-07 22:34:34 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:49996.50 total_reward_ma:50284.29 loss:0.03714 fps:1511 +frame:9.23e+06 wall_t:6110 t:576875 epi:nan +opt_step:144192 lr:1.929e-05 clip_eps:0.1 entropy:0.9596 +2026-01-07 22:34:40 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:49872.50 total_reward_ma:50288.39 loss:0.05655 fps:1511 +frame:9.24e+06 wall_t:6115 t:577500 epi:nan +opt_step:144352 lr:1.904e-05 clip_eps:0.1 entropy:0.8848 +2026-01-07 22:34:45 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50135.50 total_reward_ma:50295.11 loss:0.05129 fps:1511 +frame:9.25e+06 wall_t:6121 t:578125 epi:nan +opt_step:144512 lr:1.878e-05 clip_eps:0.1 entropy:0.9001 +2026-01-07 22:34:50 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50480.50 total_reward_ma:50305.80 loss:0.03773 fps:1512 +frame:9.26e+06 wall_t:6126 t:578750 epi:nan +opt_step:144672 lr:1.852e-05 clip_eps:0.1 entropy:0.9732 +2026-01-07 22:34:56 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50640.50 total_reward_ma:50316.65 loss:0.0378 fps:1512 +frame:9.27e+06 wall_t:6131 t:579375 epi:nan +opt_step:144832 lr:1.827e-05 clip_eps:0.1 entropy:0.9641 +2026-01-07 22:35:01 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50525.50 total_reward_ma:50322.25 loss:0.03489 fps:1512 +frame:9.28e+06 wall_t:6137 t:580000 epi:nan +opt_step:144992 lr:1.801e-05 clip_eps:0.1 entropy:0.8487 +2026-01-07 22:35:07 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50525.50 total_reward_ma:50325.68 loss:0.05854 fps:1513 +frame:9.29e+06 wall_t:6142 t:580625 epi:nan +opt_step:145152 lr:1.776e-05 clip_eps:0.1 entropy:1.058 +2026-01-07 22:35:13 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50464.50 total_reward_ma:50329.84 loss:0.0546 fps:1513 +frame:9.30e+06 wall_t:6148 t:581250 epi:nan +opt_step:145312 lr:1.75e-05 clip_eps:0.1 entropy:1.186 +2026-01-07 22:35:18 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50487.00 total_reward_ma:50333.23 loss:0.04815 fps:1513 +frame:9.31e+06 wall_t:6154 t:581875 epi:nan +opt_step:145440 lr:1.73e-05 clip_eps:0.1 entropy:0.7321 +2026-01-07 22:35:24 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50487.00 total_reward_ma:50336.64 loss:0.05697 fps:1513 +frame:9.32e+06 wall_t:6160 t:582500 epi:nan +opt_step:145600 lr:1.704e-05 clip_eps:0.1 entropy:0.9283 +2026-01-07 22:35:31 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50708.00 total_reward_ma:50339.91 loss:0.02632 fps:1513 +frame:9.33e+06 wall_t:6166 t:583125 epi:nan +opt_step:145760 lr:1.678e-05 clip_eps:0.1 entropy:1.048 +2026-01-07 22:35:37 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50366.00 total_reward_ma:50345.78 loss:0.04028 fps:1513 +frame:9.34e+06 wall_t:6173 t:583750 epi:nan +opt_step:145920 lr:1.653e-05 clip_eps:0.1 entropy:1.018 +2026-01-07 22:35:44 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50375.00 total_reward_ma:50353.05 loss:0.0467 fps:1513 +frame:9.35e+06 wall_t:6180 t:584375 epi:nan +opt_step:146080 lr:1.627e-05 clip_eps:0.1 entropy:0.7373 +2026-01-07 22:35:51 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50375.00 total_reward_ma:50360.64 loss:0.03296 fps:1513 +frame:9.36e+06 wall_t:6186 t:585000 epi:nan +opt_step:146240 lr:1.602e-05 clip_eps:0.1 entropy:1.058 +2026-01-07 22:35:57 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50238.50 total_reward_ma:50366.14 loss:0.03757 fps:1513 +frame:9.37e+06 wall_t:6193 t:585625 epi:nan +opt_step:146400 lr:1.576e-05 clip_eps:0.1 entropy:0.9134 +2026-01-07 22:36:04 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50222.00 total_reward_ma:50374.32 loss:0.04936 fps:1513 +frame:9.38e+06 wall_t:6199 t:586250 epi:nan +opt_step:146560 lr:1.55e-05 clip_eps:0.1 entropy:0.9067 +2026-01-07 22:36:09 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50322.50 total_reward_ma:50383.14 loss:0.04449 fps:1513 +frame:9.39e+06 wall_t:6205 t:586875 epi:nan +opt_step:146688 lr:1.53e-05 clip_eps:0.1 entropy:0.9413 +2026-01-07 22:36:15 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:49916.50 total_reward_ma:50392.43 loss:0.05802 fps:1513 +frame:9.40e+06 wall_t:6211 t:587500 epi:nan +opt_step:146848 lr:1.504e-05 clip_eps:0.1 entropy:0.7761 +2026-01-07 22:36:22 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50179.00 total_reward_ma:50407.34 loss:0.0793 fps:1514 +frame:9.41e+06 wall_t:6217 t:588125 epi:nan +opt_step:147008 lr:1.479e-05 clip_eps:0.1 entropy:0.6786 +2026-01-07 22:36:28 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50179.00 total_reward_ma:50418.81 loss:0.0695 fps:1513 +frame:9.42e+06 wall_t:6224 t:588750 epi:nan +opt_step:147168 lr:1.453e-05 clip_eps:0.1 entropy:0.7454 +2026-01-07 22:36:35 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:49922.50 total_reward_ma:50433.55 loss:0.06404 fps:1513 +frame:9.43e+06 wall_t:6231 t:589375 epi:nan +opt_step:147328 lr:1.428e-05 clip_eps:0.1 entropy:0.8945 +2026-01-07 22:36:42 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50049.50 total_reward_ma:50448.91 loss:0.03525 fps:1514 +frame:9.44e+06 wall_t:6237 t:590000 epi:nan +opt_step:147488 lr:1.402e-05 clip_eps:0.1 entropy:0.777 +2026-01-07 22:36:49 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50094.50 total_reward_ma:50465.12 loss:0.04806 fps:1513 +frame:9.45e+06 wall_t:6244 t:590625 epi:nan +opt_step:147648 lr:1.376e-05 clip_eps:0.1 entropy:0.8651 +2026-01-07 22:36:55 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:49826.00 total_reward_ma:50478.65 loss:0.04805 fps:1514 +frame:9.46e+06 wall_t:6250 t:591250 epi:nan +opt_step:147808 lr:1.351e-05 clip_eps:0.1 entropy:0.906 +2026-01-07 22:37:02 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:49843.50 total_reward_ma:50490.09 loss:0.0217 fps:1514 +frame:9.47e+06 wall_t:6257 t:591875 epi:nan +opt_step:147968 lr:1.325e-05 clip_eps:0.1 entropy:0.9939 +2026-01-07 22:37:07 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50138.50 total_reward_ma:50506.27 loss:0.04661 fps:1514 +frame:9.48e+06 wall_t:6263 t:592500 epi:nan +opt_step:148096 lr:1.305e-05 clip_eps:0.1 entropy:0.8461 +2026-01-07 22:37:14 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:49928.00 total_reward_ma:50514.32 loss:0.03731 fps:1514 +frame:9.49e+06 wall_t:6269 t:593125 epi:nan +opt_step:148256 lr:1.279e-05 clip_eps:0.1 entropy:0.8274 +2026-01-07 22:37:20 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:49760.50 total_reward_ma:50520.82 loss:0.04897 fps:1514 +frame:9.50e+06 wall_t:6276 t:593750 epi:nan +opt_step:148416 lr:1.253e-05 clip_eps:0.1 entropy:0.8576 +2026-01-07 22:37:27 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:49699.50 total_reward_ma:50526.68 loss:0.0516 fps:1514 +frame:9.51e+06 wall_t:6282 t:594375 epi:nan +opt_step:148576 lr:1.228e-05 clip_eps:0.1 entropy:0.8466 +2026-01-07 22:37:33 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:49828.50 total_reward_ma:50533.70 loss:0.0441 fps:1514 +frame:9.52e+06 wall_t:6288 t:595000 epi:nan +opt_step:148736 lr:1.202e-05 clip_eps:0.1 entropy:0.8825 +2026-01-07 22:37:39 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50372.00 total_reward_ma:50542.18 loss:0.05519 fps:1514 +frame:9.53e+06 wall_t:6295 t:595625 epi:nan +opt_step:148896 lr:1.177e-05 clip_eps:0.1 entropy:0.8538 +2026-01-07 22:37:45 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50140.50 total_reward_ma:50548.82 loss:0.04427 fps:1514 +frame:9.54e+06 wall_t:6301 t:596250 epi:nan +opt_step:149056 lr:1.151e-05 clip_eps:0.1 entropy:0.8271 +2026-01-07 22:38:31 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50100.00 total_reward_ma:50554.11 loss:0.06702 fps:1505 +frame:9.55e+06 wall_t:6347 t:596875 epi:nan +opt_step:149216 lr:1.125e-05 clip_eps:0.1 entropy:0.9342 +2026-01-07 22:38:48 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:49953.50 total_reward_ma:50556.82 loss:0.04067 fps:1502 +frame:9.56e+06 wall_t:6364 t:597500 epi:nan +opt_step:149344 lr:1.105e-05 clip_eps:0.1 entropy:1.028 +2026-01-07 22:38:55 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:49953.50 total_reward_ma:50558.40 loss:0.04169 fps:1502 +frame:9.57e+06 wall_t:6371 t:598125 epi:nan +opt_step:149504 lr:1.079e-05 clip_eps:0.1 entropy:0.9031 +2026-01-07 22:39:02 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50456.50 total_reward_ma:50566.02 loss:0.03872 fps:1502 +frame:9.58e+06 wall_t:6378 t:598750 epi:nan +opt_step:149664 lr:1.054e-05 clip_eps:0.1 entropy:1.045 +2026-01-07 22:39:09 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50607.50 total_reward_ma:50570.48 loss:0.02623 fps:1502 +frame:9.59e+06 wall_t:6384 t:599375 epi:nan +opt_step:149824 lr:1.028e-05 clip_eps:0.1 entropy:1.048 +2026-01-07 22:39:15 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50607.50 total_reward_ma:50575.70 loss:0.04359 fps:1502 +frame:9.60e+06 wall_t:6391 t:600000 epi:nan +opt_step:149984 lr:1.003e-05 clip_eps:0.1 entropy:1.009 +2026-01-07 22:39:22 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50237.00 total_reward_ma:50577.22 loss:0.03559 fps:1502 +frame:9.61e+06 wall_t:6397 t:600625 epi:nan +opt_step:150144 lr:9.77e-06 clip_eps:0.1 entropy:1.212 +2026-01-07 22:39:28 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50237.00 total_reward_ma:50576.80 loss:0.03381 fps:1502 +frame:9.62e+06 wall_t:6403 t:601250 epi:nan +opt_step:150304 lr:9.514e-06 clip_eps:0.1 entropy:0.9777 +2026-01-07 22:39:34 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50877.50 total_reward_ma:50582.73 loss:0.06921 fps:1502 +frame:9.63e+06 wall_t:6410 t:601875 epi:nan +opt_step:150464 lr:9.258e-06 clip_eps:0.1 entropy:0.9555 +2026-01-07 22:39:40 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50823.00 total_reward_ma:50584.91 loss:0.03383 fps:1502 +frame:9.64e+06 wall_t:6416 t:602500 epi:nan +opt_step:150624 lr:9.002e-06 clip_eps:0.1 entropy:0.9962 +2026-01-07 22:39:46 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50823.00 total_reward_ma:50587.20 loss:0.0424 fps:1503 +frame:9.65e+06 wall_t:6422 t:603125 epi:nan +opt_step:150752 lr:8.797e-06 clip_eps:0.1 entropy:0.8482 +2026-01-07 22:39:53 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50586.50 total_reward_ma:50587.41 loss:0.04187 fps:1503 +frame:9.66e+06 wall_t:6428 t:603750 epi:nan +opt_step:150912 lr:8.541e-06 clip_eps:0.1 entropy:0.8454 +2026-01-07 22:39:59 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50709.00 total_reward_ma:50585.86 loss:0.0424 fps:1503 +frame:9.67e+06 wall_t:6434 t:604375 epi:nan +opt_step:151072 lr:8.285e-06 clip_eps:0.1 entropy:1.078 +2026-01-07 22:40:05 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50617.50 total_reward_ma:50585.66 loss:0.06074 fps:1503 +frame:9.68e+06 wall_t:6441 t:605000 epi:nan +opt_step:151232 lr:8.029e-06 clip_eps:0.1 entropy:0.9186 +2026-01-07 22:40:13 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50611.50 total_reward_ma:50585.39 loss:0.078 fps:1503 +frame:9.69e+06 wall_t:6448 t:605625 epi:nan +opt_step:151392 lr:7.773e-06 clip_eps:0.1 entropy:0.7134 +2026-01-07 22:40:19 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50630.50 total_reward_ma:50585.30 loss:0.04841 fps:1503 +frame:9.70e+06 wall_t:6455 t:606250 epi:nan +opt_step:151552 lr:7.517e-06 clip_eps:0.1 entropy:0.8993 +2026-01-07 22:40:26 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50554.00 total_reward_ma:50587.34 loss:0.07611 fps:1503 +frame:9.71e+06 wall_t:6461 t:606875 epi:nan +opt_step:151712 lr:7.261e-06 clip_eps:0.1 entropy:0.8786 +2026-01-07 22:40:32 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50650.00 total_reward_ma:50589.62 loss:0.03592 fps:1503 +frame:9.72e+06 wall_t:6467 t:607500 epi:nan +opt_step:151872 lr:7.005e-06 clip_eps:0.1 entropy:0.9827 +2026-01-07 22:40:38 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50773.00 total_reward_ma:50592.91 loss:0.05123 fps:1503 +frame:9.73e+06 wall_t:6474 t:608125 epi:nan +opt_step:152000 lr:6.8e-06 clip_eps:0.1 entropy:0.8036 +2026-01-07 22:40:44 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50775.50 total_reward_ma:50594.89 loss:0.06887 fps:1503 +frame:9.74e+06 wall_t:6480 t:608750 epi:nan +opt_step:152160 lr:6.544e-06 clip_eps:0.1 entropy:0.761 +2026-01-07 22:40:51 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50457.50 total_reward_ma:50594.27 loss:0.07302 fps:1503 +frame:9.75e+06 wall_t:6486 t:609375 epi:nan +opt_step:152320 lr:6.288e-06 clip_eps:0.1 entropy:0.8009 +2026-01-07 22:40:58 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50388.00 total_reward_ma:50592.95 loss:0.07545 fps:1503 +frame:9.76e+06 wall_t:6493 t:610000 epi:nan +opt_step:152480 lr:6.032e-06 clip_eps:0.1 entropy:0.8904 +2026-01-07 22:41:05 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50533.50 total_reward_ma:50593.98 loss:0.0488 fps:1503 +frame:9.77e+06 wall_t:6500 t:610625 epi:nan +opt_step:152640 lr:5.776e-06 clip_eps:0.1 entropy:0.8296 +2026-01-07 22:41:12 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50753.00 total_reward_ma:50597.50 loss:0.05691 fps:1503 +frame:9.78e+06 wall_t:6507 t:611250 epi:nan +opt_step:152800 lr:5.52e-06 clip_eps:0.1 entropy:0.7815 +2026-01-07 22:41:18 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50731.50 total_reward_ma:50603.74 loss:0.0717 fps:1503 +frame:9.79e+06 wall_t:6513 t:611875 epi:nan +opt_step:152960 lr:5.264e-06 clip_eps:0.1 entropy:0.941 +2026-01-07 22:41:24 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50729.00 total_reward_ma:50606.37 loss:0.05593 fps:1503 +frame:9.80e+06 wall_t:6520 t:612500 epi:nan +opt_step:153120 lr:5.008e-06 clip_eps:0.1 entropy:0.7746 +2026-01-07 22:41:31 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50729.00 total_reward_ma:50608.30 loss:0.05599 fps:1503 +frame:9.81e+06 wall_t:6526 t:613125 epi:nan +opt_step:153280 lr:4.752e-06 clip_eps:0.1 entropy:0.8938 +2026-01-07 22:41:36 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50526.50 total_reward_ma:50606.41 loss:0.07703 fps:1503 +frame:9.82e+06 wall_t:6532 t:613750 epi:nan +opt_step:153408 lr:4.547e-06 clip_eps:0.1 entropy:0.8606 +2026-01-07 22:41:43 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50683.50 total_reward_ma:50608.93 loss:0.04998 fps:1503 +frame:9.83e+06 wall_t:6539 t:614375 epi:nan +opt_step:153568 lr:4.291e-06 clip_eps:0.1 entropy:0.6351 +2026-01-07 22:41:50 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50872.00 total_reward_ma:50611.84 loss:0.04981 fps:1503 +frame:9.84e+06 wall_t:6545 t:615000 epi:nan +opt_step:153728 lr:4.035e-06 clip_eps:0.1 entropy:0.9667 +2026-01-07 22:41:57 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50872.00 total_reward_ma:50614.75 loss:0.0431 fps:1503 +frame:9.85e+06 wall_t:6552 t:615625 epi:nan +opt_step:153888 lr:3.779e-06 clip_eps:0.1 entropy:0.9417 +2026-01-07 22:42:03 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:50872.00 total_reward_ma:50616.82 loss:0.06661 fps:1503 +frame:9.86e+06 wall_t:6559 t:616250 epi:nan +opt_step:154048 lr:3.523e-06 clip_eps:0.1 entropy:0.9862 +2026-01-07 22:42:10 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:51100.00 total_reward_ma:50619.09 loss:0.0404 fps:1503 +frame:9.87e+06 wall_t:6565 t:616875 epi:nan +opt_step:154208 lr:3.267e-06 clip_eps:0.1 entropy:1.073 +2026-01-07 22:42:16 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:51191.00 total_reward_ma:50622.25 loss:0.06925 fps:1503 +frame:9.88e+06 wall_t:6572 t:617500 epi:nan +opt_step:154368 lr:3.011e-06 clip_eps:0.1 entropy:0.8869 +2026-01-07 22:42:22 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:51247.50 total_reward_ma:50625.34 loss:0.0379 fps:1503 +frame:9.89e+06 wall_t:6578 t:618125 epi:nan +opt_step:154528 lr:2.755e-06 clip_eps:0.1 entropy:0.7042 +2026-01-07 22:42:28 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:51029.50 total_reward_ma:50623.40 loss:0.0647 fps:1504 +frame:9.90e+06 wall_t:6584 t:618750 epi:nan +opt_step:154656 lr:2.55e-06 clip_eps:0.1 entropy:0.8705 +2026-01-07 22:42:35 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:51029.50 total_reward_ma:50621.46 loss:0.03597 fps:1504 +frame:9.91e+06 wall_t:6590 t:619375 epi:nan +opt_step:154816 lr:2.294e-06 clip_eps:0.1 entropy:1.137 +2026-01-07 22:42:41 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:51318.50 total_reward_ma:50620.15 loss:0.04027 fps:1504 +frame:9.92e+06 wall_t:6597 t:620000 epi:nan +opt_step:154976 lr:2.038e-06 clip_eps:0.1 entropy:1.048 +2026-01-07 22:42:48 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:51661.00 total_reward_ma:50622.43 loss:0.03321 fps:1504 +frame:9.93e+06 wall_t:6603 t:620625 epi:nan +opt_step:155136 lr:1.782e-06 clip_eps:0.1 entropy:0.9627 +2026-01-07 22:42:54 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:51661.00 total_reward_ma:50625.25 loss:0.02998 fps:1504 +frame:9.94e+06 wall_t:6610 t:621250 epi:nan +opt_step:155296 lr:1.526e-06 clip_eps:0.1 entropy:1.032 +2026-01-07 22:43:01 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:51599.00 total_reward_ma:50627.45 loss:0.03342 fps:1504 +frame:9.95e+06 wall_t:6616 t:621875 epi:nan +opt_step:155456 lr:1.27e-06 clip_eps:0.1 entropy:1.168 +2026-01-07 22:43:07 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:51492.50 total_reward_ma:50630.92 loss:0.02176 fps:1504 +frame:9.96e+06 wall_t:6622 t:622500 epi:nan +opt_step:155616 lr:1.014e-06 clip_eps:0.1 entropy:1.326 +2026-01-07 22:43:59 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:51704.50 total_reward_ma:50632.38 loss:0.03112 fps:1494 +frame:9.97e+06 wall_t:6674 t:623125 epi:nan +opt_step:155776 lr:7.584e-07 clip_eps:0.1 entropy:1.252 +2026-01-07 22:44:14 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:51726.50 total_reward_ma:50632.14 loss:0.04884 fps:1492 +frame:9.98e+06 wall_t:6689 t:623750 epi:nan +opt_step:155936 lr:5.024e-07 clip_eps:0.1 entropy:1.263 +2026-01-07 22:44:20 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:51387.50 total_reward_ma:50628.52 loss:0.03662 fps:1492 +frame:9.99e+06 wall_t:6696 t:624375 epi:nan +opt_step:156064 lr:2.976e-07 clip_eps:0.1 entropy:1.199 +2026-01-07 22:44:26 | INFO | PID:1841 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_defender_t0_s1 [train] +total_reward:51372.00 total_reward_ma:50624.86 loss:0.02767 fps:1492 +frame:1.00e+07 wall_t:6702 t:625000 epi:nan +opt_step:156224 lr:4.16e-08 clip_eps:0.1 entropy:1.175 +2026-01-07 22:44:27 | INFO | PID:1841 | slm_lab.lib.logger:info | Session 1 done diff --git a/data/ppo_atari_lam70_defender_2026_01_07_205238/log/ppo_atari_lam70_defender_t0_s2.log b/data/ppo_atari_lam70_defender_2026_01_07_205238/log/ppo_atari_lam70_defender_t0_s2.log new file mode 100644 index 0000000000000000000000000000000000000000..c7bb9f93d9619db6a5f703d766b480cd7888c4f1 --- /dev/null +++ b/data/ppo_atari_lam70_defender_2026_01_07_205238/log/ppo_atari_lam70_defender_t0_s2.log @@ -0,0 +1,4002 @@ +2026-01-07 20:52:42 | INFO | PID:1842 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-07 20:53:14 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:1300.00 total_reward_ma:1300.00 loss:-0.03164 fps:333.3 +frame:1.00e+04 wall_t:30 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:2.851 +2026-01-07 20:53:20 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:2390.00 total_reward_ma:1845.00 loss:-0.02611 fps:555.6 +frame:2.00e+04 wall_t:36 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:2.856 +2026-01-07 20:53:27 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:3346.15 total_reward_ma:2345.38 loss:-0.03224 fps:714.3 +frame:3.00e+04 wall_t:42 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:2.839 +2026-01-07 20:53:34 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:3078.12 total_reward_ma:2528.57 loss:-0.03218 fps:800 +frame:4.00e+04 wall_t:50 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:2.838 +2026-01-07 20:53:40 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:3047.37 total_reward_ma:2632.33 loss:-0.03505 fps:892.9 +frame:5.00e+04 wall_t:56 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:2.828 +2026-01-07 20:53:45 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:3219.23 total_reward_ma:2730.15 loss:-0.03624 fps:983.6 +frame:6.00e+04 wall_t:61 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:2.829 +2026-01-07 20:53:51 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:3404.84 total_reward_ma:2826.53 loss:-0.04023 fps:1045 +frame:7.00e+04 wall_t:67 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:2.827 +2026-01-07 20:53:59 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:3384.72 total_reward_ma:2896.30 loss:-0.03469 fps:1081 +frame:8.00e+04 wall_t:74 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:2.829 +2026-01-07 20:54:05 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:3440.70 total_reward_ma:2956.79 loss:-0.03606 fps:1111 +frame:9.00e+04 wall_t:81 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:2.831 +2026-01-07 20:54:13 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:3423.91 total_reward_ma:3003.51 loss:-0.03544 fps:1124 +frame:1.00e+05 wall_t:89 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:2.829 +2026-01-07 20:54:19 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:3347.06 total_reward_ma:3034.74 loss:-0.02767 fps:1158 +frame:1.10e+05 wall_t:95 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:2.823 +2026-01-07 20:54:25 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:3333.33 total_reward_ma:3059.62 loss:-0.04036 fps:1188 +frame:1.20e+05 wall_t:101 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:2.813 +2026-01-07 20:54:31 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:3234.17 total_reward_ma:3073.05 loss:-0.03357 fps:1215 +frame:1.30e+05 wall_t:107 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:2.813 +2026-01-07 20:54:37 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:3307.81 total_reward_ma:3089.82 loss:-0.03476 fps:1239 +frame:1.40e+05 wall_t:113 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:2.823 +2026-01-07 20:54:45 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:3281.51 total_reward_ma:3102.60 loss:-0.03859 fps:1250 +frame:1.50e+05 wall_t:120 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:2.83 +2026-01-07 20:54:52 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:3217.95 total_reward_ma:3109.80 loss:-0.04081 fps:1250 +frame:1.60e+05 wall_t:128 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:2.807 +2026-01-07 20:54:59 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:3196.47 total_reward_ma:3114.90 loss:-0.03296 fps:1259 +frame:1.70e+05 wall_t:135 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:2.787 +2026-01-07 20:55:05 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:3202.75 total_reward_ma:3119.78 loss:-0.04831 fps:1286 +frame:1.80e+05 wall_t:140 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:2.766 +2026-01-07 20:55:11 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:3228.06 total_reward_ma:3125.48 loss:-0.03163 fps:1301 +frame:1.90e+05 wall_t:146 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:2.748 +2026-01-07 20:55:17 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:3238.00 total_reward_ma:3131.11 loss:-0.04102 fps:1307 +frame:2.00e+05 wall_t:153 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:2.77 +2026-01-07 20:55:24 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:3240.00 total_reward_ma:3136.29 loss:-0.03888 fps:1312 +frame:2.10e+05 wall_t:160 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:2.767 +2026-01-07 20:55:31 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:3189.00 total_reward_ma:3138.69 loss:-0.04095 fps:1317 +frame:2.20e+05 wall_t:167 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:2.738 +2026-01-07 20:55:38 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:3261.00 total_reward_ma:3144.01 loss:-0.04128 fps:1329 +frame:2.30e+05 wall_t:173 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:2.723 +2026-01-07 20:55:45 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:3301.00 total_reward_ma:3150.55 loss:-0.03964 fps:1333 +frame:2.40e+05 wall_t:180 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:2.679 +2026-01-07 20:55:52 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:3317.50 total_reward_ma:3157.23 loss:-0.03442 fps:1337 +frame:2.50e+05 wall_t:187 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:2.707 +2026-01-07 20:55:58 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:3273.50 total_reward_ma:3161.70 loss:-0.03488 fps:1347 +frame:2.60e+05 wall_t:193 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:2.695 +2026-01-07 20:56:05 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:3285.50 total_reward_ma:3166.28 loss:-0.04154 fps:1350 +frame:2.70e+05 wall_t:200 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:2.708 +2026-01-07 20:56:12 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:3288.00 total_reward_ma:3170.63 loss:-0.03439 fps:1346 +frame:2.80e+05 wall_t:208 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:2.695 +2026-01-07 20:56:20 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:3354.50 total_reward_ma:3176.97 loss:-0.03556 fps:1343 +frame:2.90e+05 wall_t:216 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:2.649 +2026-01-07 20:56:29 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:3404.00 total_reward_ma:3184.54 loss:-0.03305 fps:1339 +frame:3.00e+05 wall_t:224 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:2.668 +2026-01-07 20:56:36 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:3523.50 total_reward_ma:3195.47 loss:-0.03591 fps:1336 +frame:3.10e+05 wall_t:232 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:2.685 +2026-01-07 20:56:43 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:3582.00 total_reward_ma:3207.55 loss:-0.04052 fps:1339 +frame:3.20e+05 wall_t:239 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:2.675 +2026-01-07 20:56:50 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:3739.50 total_reward_ma:3223.67 loss:-0.04413 fps:1341 +frame:3.30e+05 wall_t:246 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:2.625 +2026-01-07 20:56:57 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:3785.00 total_reward_ma:3240.18 loss:-0.03574 fps:1344 +frame:3.40e+05 wall_t:253 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:2.611 +2026-01-07 20:57:04 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:3894.00 total_reward_ma:3258.86 loss:-0.03271 fps:1346 +frame:3.50e+05 wall_t:260 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:2.556 +2026-01-07 20:57:11 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:3976.00 total_reward_ma:3278.78 loss:-0.04012 fps:1348 +frame:3.60e+05 wall_t:267 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:2.567 +2026-01-07 20:57:19 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:4152.50 total_reward_ma:3302.40 loss:-0.03613 fps:1350 +frame:3.70e+05 wall_t:274 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:2.58 +2026-01-07 20:57:26 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:4225.00 total_reward_ma:3326.68 loss:-0.0293 fps:1352 +frame:3.80e+05 wall_t:281 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:2.568 +2026-01-07 20:57:33 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:4301.50 total_reward_ma:3351.67 loss:-0.03642 fps:1349 +frame:3.90e+05 wall_t:289 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:2.513 +2026-01-07 20:57:40 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:4360.50 total_reward_ma:3376.89 loss:-0.04586 fps:1356 +frame:4.00e+05 wall_t:295 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:2.517 +2026-01-07 20:57:47 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:4441.00 total_reward_ma:3402.85 loss:-0.03686 fps:1358 +frame:4.10e+05 wall_t:302 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:2.535 +2026-01-07 20:57:54 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:4561.00 total_reward_ma:3430.42 loss:-0.03683 fps:1359 +frame:4.20e+05 wall_t:309 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:2.474 +2026-01-07 20:58:00 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:4750.50 total_reward_ma:3461.12 loss:-0.02592 fps:1365 +frame:4.30e+05 wall_t:315 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:2.458 +2026-01-07 20:58:07 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:4719.00 total_reward_ma:3489.71 loss:-0.03824 fps:1366 +frame:4.40e+05 wall_t:322 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:2.455 +2026-01-07 20:58:15 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:4857.00 total_reward_ma:3520.09 loss:-0.03644 fps:1364 +frame:4.50e+05 wall_t:330 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:2.488 +2026-01-07 20:58:22 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:4906.00 total_reward_ma:3550.22 loss:-0.03075 fps:1365 +frame:4.60e+05 wall_t:337 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:2.357 +2026-01-07 20:58:29 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:5052.00 total_reward_ma:3582.17 loss:-0.02953 fps:1366 +frame:4.70e+05 wall_t:344 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:2.424 +2026-01-07 20:58:35 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:5225.00 total_reward_ma:3616.40 loss:-0.03076 fps:1368 +frame:4.80e+05 wall_t:351 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:2.444 +2026-01-07 20:58:42 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:5349.00 total_reward_ma:3651.76 loss:-0.02009 fps:1369 +frame:4.90e+05 wall_t:358 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:2.44 +2026-01-07 20:58:49 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:5459.00 total_reward_ma:3687.90 loss:-0.03199 fps:1374 +frame:5.00e+05 wall_t:364 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:2.445 +2026-01-07 20:58:56 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:5556.50 total_reward_ma:3724.54 loss:-0.02785 fps:1375 +frame:5.10e+05 wall_t:371 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:2.472 +2026-01-07 20:59:03 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:5558.50 total_reward_ma:3759.81 loss:-0.02946 fps:1372 +frame:5.20e+05 wall_t:379 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:2.427 +2026-01-07 20:59:12 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:5591.00 total_reward_ma:3794.36 loss:-0.03172 fps:1370 +frame:5.30e+05 wall_t:387 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:2.425 +2026-01-07 20:59:21 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:5727.50 total_reward_ma:3830.16 loss:-0.02006 fps:1364 +frame:5.40e+05 wall_t:396 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:2.382 +2026-01-07 20:59:28 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:5845.00 total_reward_ma:3866.79 loss:-0.03698 fps:1361 +frame:5.50e+05 wall_t:404 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:2.387 +2026-01-07 20:59:35 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:5925.00 total_reward_ma:3903.55 loss:-0.03265 fps:1366 +frame:5.60e+05 wall_t:410 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:2.379 +2026-01-07 20:59:42 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:6000.50 total_reward_ma:3940.34 loss:-0.04124 fps:1364 +frame:5.70e+05 wall_t:418 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:2.415 +2026-01-07 20:59:49 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:6061.50 total_reward_ma:3976.91 loss:-0.02869 fps:1368 +frame:5.80e+05 wall_t:424 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:2.388 +2026-01-07 20:59:55 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:6215.00 total_reward_ma:4014.84 loss:-0.02703 fps:1369 +frame:5.90e+05 wall_t:431 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:2.368 +2026-01-07 21:00:02 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:6297.50 total_reward_ma:4052.89 loss:-0.02884 fps:1373 +frame:6.00e+05 wall_t:437 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:2.314 +2026-01-07 21:00:09 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:6236.00 total_reward_ma:4088.67 loss:-0.0331 fps:1374 +frame:6.10e+05 wall_t:444 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:2.406 +2026-01-07 21:00:16 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:6558.50 total_reward_ma:4128.51 loss:-0.02875 fps:1372 +frame:6.20e+05 wall_t:452 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:2.303 +2026-01-07 21:00:23 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:6558.50 total_reward_ma:4167.08 loss:-0.03228 fps:1373 +frame:6.30e+05 wall_t:459 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:2.278 +2026-01-07 21:00:30 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:6874.00 total_reward_ma:4209.38 loss:-0.02611 fps:1376 +frame:6.40e+05 wall_t:465 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:2.294 +2026-01-07 21:00:37 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:6958.50 total_reward_ma:4251.67 loss:-0.03498 fps:1374 +frame:6.50e+05 wall_t:473 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:2.281 +2026-01-07 21:00:44 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:7169.50 total_reward_ma:4295.88 loss:-0.02147 fps:1378 +frame:6.60e+05 wall_t:479 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:2.264 +2026-01-07 21:00:50 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:7492.50 total_reward_ma:4343.59 loss:-0.02008 fps:1379 +frame:6.70e+05 wall_t:486 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:2.247 +2026-01-07 21:00:58 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:7643.00 total_reward_ma:4392.11 loss:-0.02409 fps:1379 +frame:6.80e+05 wall_t:493 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:2.292 +2026-01-07 21:01:04 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:7814.00 total_reward_ma:4441.71 loss:-0.02029 fps:1380 +frame:6.90e+05 wall_t:500 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:2.265 +2026-01-07 21:01:11 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:7904.50 total_reward_ma:4491.17 loss:-0.0252 fps:1381 +frame:7.00e+05 wall_t:507 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:2.246 +2026-01-07 21:01:18 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:8073.50 total_reward_ma:4541.63 loss:-0.01866 fps:1384 +frame:7.10e+05 wall_t:513 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:2.262 +2026-01-07 21:01:25 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:8235.00 total_reward_ma:4592.93 loss:-0.03592 fps:1385 +frame:7.20e+05 wall_t:520 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:2.434 +2026-01-07 21:01:32 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:8232.50 total_reward_ma:4642.78 loss:-0.02957 fps:1385 +frame:7.30e+05 wall_t:527 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:2.22 +2026-01-07 21:01:39 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:8130.00 total_reward_ma:4689.91 loss:-0.03081 fps:1386 +frame:7.40e+05 wall_t:534 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:2.239 +2026-01-07 21:01:47 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:8190.00 total_reward_ma:4736.58 loss:-0.01857 fps:1384 +frame:7.50e+05 wall_t:542 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:2.225 +2026-01-07 21:01:54 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:8169.50 total_reward_ma:4781.75 loss:-0.03709 fps:1382 +frame:7.60e+05 wall_t:550 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:2.29 +2026-01-07 21:02:01 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:8470.50 total_reward_ma:4829.65 loss:-0.03069 fps:1385 +frame:7.70e+05 wall_t:556 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:2.221 +2026-01-07 21:02:08 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:8578.50 total_reward_ma:4877.71 loss:-0.01552 fps:1383 +frame:7.80e+05 wall_t:564 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:2.179 +2026-01-07 21:02:16 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:8786.50 total_reward_ma:4927.19 loss:-0.0127 fps:1384 +frame:7.90e+05 wall_t:571 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:2.162 +2026-01-07 21:02:22 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:8736.00 total_reward_ma:4974.80 loss:-0.02154 fps:1384 +frame:8.00e+05 wall_t:578 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:2.157 +2026-01-07 21:02:30 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:8863.00 total_reward_ma:5022.80 loss:-0.02345 fps:1382 +frame:8.10e+05 wall_t:586 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:2.292 +2026-01-07 21:02:36 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:8784.00 total_reward_ma:5068.67 loss:-0.02868 fps:1387 +frame:8.20e+05 wall_t:591 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:2.252 +2026-01-07 21:02:42 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:8789.50 total_reward_ma:5113.50 loss:-0.01798 fps:1390 +frame:8.30e+05 wall_t:597 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:2.109 +2026-01-07 21:02:48 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:8894.00 total_reward_ma:5158.51 loss:-0.01022 fps:1393 +frame:8.40e+05 wall_t:603 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:2.067 +2026-01-07 21:02:54 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:8894.00 total_reward_ma:5202.45 loss:-0.02314 fps:1393 +frame:8.50e+05 wall_t:610 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:2.308 +2026-01-07 21:03:01 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:8824.00 total_reward_ma:5244.57 loss:-0.03357 fps:1394 +frame:8.60e+05 wall_t:617 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:2.269 +2026-01-07 21:03:09 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:8973.00 total_reward_ma:5287.42 loss:-0.02073 fps:1394 +frame:8.70e+05 wall_t:624 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:2.233 +2026-01-07 21:03:16 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:9266.50 total_reward_ma:5332.64 loss:-0.01168 fps:1395 +frame:8.80e+05 wall_t:631 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:2.107 +2026-01-07 21:03:23 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:9382.00 total_reward_ma:5378.14 loss:-0.00913 fps:1395 +frame:8.90e+05 wall_t:638 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:2.054 +2026-01-07 21:03:29 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:9386.50 total_reward_ma:5422.67 loss:-0.008654 fps:1395 +frame:9.00e+05 wall_t:645 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:2.061 +2026-01-07 21:03:37 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:9501.50 total_reward_ma:5467.50 loss:-0.01731 fps:1396 +frame:9.10e+05 wall_t:652 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:2.097 +2026-01-07 21:03:45 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:9582.00 total_reward_ma:5512.22 loss:0.001279 fps:1392 +frame:9.20e+05 wall_t:661 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:2.001 +2026-01-07 21:03:53 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:9503.50 total_reward_ma:5555.14 loss:-0.009759 fps:1392 +frame:9.30e+05 wall_t:668 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:1.922 +2026-01-07 21:03:59 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:9358.50 total_reward_ma:5595.60 loss:-0.01748 fps:1393 +frame:9.40e+05 wall_t:675 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:2.106 +2026-01-07 21:04:07 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:9428.00 total_reward_ma:5635.94 loss:-0.02121 fps:1391 +frame:9.50e+05 wall_t:683 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:2.085 +2026-01-07 21:04:14 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:9647.50 total_reward_ma:5677.73 loss:-0.01446 fps:1393 +frame:9.60e+05 wall_t:689 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:2.012 +2026-01-07 21:04:21 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:9659.50 total_reward_ma:5718.77 loss:-0.01684 fps:1392 +frame:9.70e+05 wall_t:697 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:2.031 +2026-01-07 21:04:29 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:9623.00 total_reward_ma:5758.61 loss:-0.01175 fps:1390 +frame:9.80e+05 wall_t:705 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:2.043 +2026-01-07 21:04:36 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:9534.00 total_reward_ma:5796.75 loss:-0.02164 fps:1392 +frame:9.90e+05 wall_t:711 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:2.029 +2026-01-07 21:04:43 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:9495.50 total_reward_ma:5833.74 loss:-0.02584 fps:1391 +frame:1.00e+06 wall_t:719 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:2.227 +2026-01-07 21:04:50 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:9588.50 total_reward_ma:5916.62 loss:-0.02848 fps:1391 +frame:1.01e+06 wall_t:726 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:2.298 +2026-01-07 21:04:57 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:9430.00 total_reward_ma:5987.02 loss:-0.01677 fps:1392 +frame:1.02e+06 wall_t:733 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:2.035 +2026-01-07 21:05:04 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:9427.50 total_reward_ma:6047.83 loss:-0.01483 fps:1394 +frame:1.03e+06 wall_t:739 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:2.119 +2026-01-07 21:05:10 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:9331.50 total_reward_ma:6110.37 loss:0.0004935 fps:1394 +frame:1.04e+06 wall_t:746 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:2.049 +2026-01-07 21:05:17 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:9427.50 total_reward_ma:6174.17 loss:-0.03243 fps:1396 +frame:1.05e+06 wall_t:752 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:2.151 +2026-01-07 21:05:24 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:9184.50 total_reward_ma:6233.82 loss:-0.0004143 fps:1395 +frame:1.06e+06 wall_t:760 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:2.043 +2026-01-07 21:05:31 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:9062.00 total_reward_ma:6290.39 loss:-0.006265 fps:1395 +frame:1.07e+06 wall_t:767 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:1.975 +2026-01-07 21:05:38 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:9010.00 total_reward_ma:6346.65 loss:-0.01581 fps:1395 +frame:1.08e+06 wall_t:774 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:2.024 +2026-01-07 21:05:45 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:8991.50 total_reward_ma:6402.15 loss:-0.02125 fps:1396 +frame:1.09e+06 wall_t:781 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:2.096 +2026-01-07 21:05:52 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:9009.00 total_reward_ma:6458.01 loss:-0.009295 fps:1396 +frame:1.10e+06 wall_t:788 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:2.047 +2026-01-07 21:05:59 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:9456.00 total_reward_ma:6519.10 loss:-0.003713 fps:1398 +frame:1.11e+06 wall_t:794 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:2.051 +2026-01-07 21:06:06 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:9165.50 total_reward_ma:6577.42 loss:-0.01179 fps:1397 +frame:1.12e+06 wall_t:802 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:2.049 +2026-01-07 21:06:15 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:9361.50 total_reward_ma:6638.69 loss:-0.02422 fps:1395 +frame:1.13e+06 wall_t:810 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:2.13 +2026-01-07 21:06:23 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:9294.00 total_reward_ma:6698.55 loss:-0.00111 fps:1394 +frame:1.14e+06 wall_t:818 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:1.866 +2026-01-07 21:06:30 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:9395.50 total_reward_ma:6759.69 loss:-0.02878 fps:1394 +frame:1.15e+06 wall_t:825 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:2.026 +2026-01-07 21:06:36 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:9229.00 total_reward_ma:6819.80 loss:-0.0215 fps:1394 +frame:1.16e+06 wall_t:832 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:2.006 +2026-01-07 21:06:43 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:9291.00 total_reward_ma:6880.75 loss:-0.0112 fps:1395 +frame:1.17e+06 wall_t:839 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:2.045 +2026-01-07 21:06:50 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:9448.00 total_reward_ma:6943.20 loss:-0.01754 fps:1396 +frame:1.18e+06 wall_t:845 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:2.118 +2026-01-07 21:06:57 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:10073.50 total_reward_ma:7011.65 loss:-0.001236 fps:1397 +frame:1.19e+06 wall_t:852 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:1.895 +2026-01-07 21:07:03 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:10577.50 total_reward_ma:7085.05 loss:-0.005919 fps:1397 +frame:1.20e+06 wall_t:859 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:1.987 +2026-01-07 21:07:10 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:10670.50 total_reward_ma:7159.35 loss:-0.00709 fps:1397 +frame:1.21e+06 wall_t:866 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:1.86 +2026-01-07 21:07:18 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:10920.50 total_reward_ma:7236.67 loss:-0.003468 fps:1397 +frame:1.22e+06 wall_t:873 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:1.863 +2026-01-07 21:07:25 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:11307.00 total_reward_ma:7317.13 loss:-0.01345 fps:1396 +frame:1.23e+06 wall_t:881 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:1.996 +2026-01-07 21:07:32 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:11320.00 total_reward_ma:7397.32 loss:-0.009764 fps:1398 +frame:1.24e+06 wall_t:887 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:1.999 +2026-01-07 21:07:38 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:11535.50 total_reward_ma:7479.50 loss:-0.01114 fps:1398 +frame:1.25e+06 wall_t:894 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:1.973 +2026-01-07 21:07:45 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:11494.50 total_reward_ma:7561.71 loss:-0.001038 fps:1398 +frame:1.26e+06 wall_t:901 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:1.911 +2026-01-07 21:07:52 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:11294.50 total_reward_ma:7641.80 loss:-0.009751 fps:1399 +frame:1.27e+06 wall_t:908 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:1.944 +2026-01-07 21:07:59 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:11349.00 total_reward_ma:7722.41 loss:-0.01695 fps:1399 +frame:1.28e+06 wall_t:915 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:2.032 +2026-01-07 21:08:06 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:11613.00 total_reward_ma:7805.00 loss:-0.00162 fps:1401 +frame:1.29e+06 wall_t:921 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:1.873 +2026-01-07 21:08:11 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:12226.50 total_reward_ma:7893.22 loss:0.02183 fps:1402 +frame:1.30e+06 wall_t:927 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:1.767 +2026-01-07 21:08:18 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:12493.50 total_reward_ma:7982.92 loss:-0.001039 fps:1403 +frame:1.31e+06 wall_t:934 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:1.98 +2026-01-07 21:08:24 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:12545.00 total_reward_ma:8072.55 loss:-0.009751 fps:1404 +frame:1.32e+06 wall_t:940 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:1.871 +2026-01-07 21:08:31 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:12803.00 total_reward_ma:8163.19 loss:-0.001205 fps:1406 +frame:1.33e+06 wall_t:946 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:1.737 +2026-01-07 21:08:37 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:12992.50 total_reward_ma:8255.26 loss:0.003743 fps:1406 +frame:1.34e+06 wall_t:953 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:1.698 +2026-01-07 21:08:45 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:12784.00 total_reward_ma:8344.16 loss:-0.02603 fps:1406 +frame:1.35e+06 wall_t:960 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:1.96 +2026-01-07 21:08:52 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:12805.50 total_reward_ma:8432.46 loss:-0.009382 fps:1406 +frame:1.36e+06 wall_t:967 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:1.771 +2026-01-07 21:08:58 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:12898.00 total_reward_ma:8519.91 loss:-0.012 fps:1407 +frame:1.37e+06 wall_t:974 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:1.933 +2026-01-07 21:09:04 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:12708.50 total_reward_ma:8604.75 loss:0.001309 fps:1408 +frame:1.38e+06 wall_t:980 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:1.812 +2026-01-07 21:09:11 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:12799.00 total_reward_ma:8689.72 loss:-0.01824 fps:1408 +frame:1.39e+06 wall_t:987 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:1.988 +2026-01-07 21:09:18 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:13069.50 total_reward_ma:8776.81 loss:0.01132 fps:1410 +frame:1.40e+06 wall_t:993 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:1.757 +2026-01-07 21:09:23 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:13362.50 total_reward_ma:8866.03 loss:-0.01705 fps:1413 +frame:1.41e+06 wall_t:998 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:1.958 +2026-01-07 21:09:29 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:13520.00 total_reward_ma:8955.62 loss:-0.005142 fps:1413 +frame:1.42e+06 wall_t:1005 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:1.702 +2026-01-07 21:09:36 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:13401.00 total_reward_ma:9042.12 loss:-0.007284 fps:1414 +frame:1.43e+06 wall_t:1011 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:1.884 +2026-01-07 21:09:42 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:13617.00 total_reward_ma:9131.10 loss:-0.01397 fps:1415 +frame:1.44e+06 wall_t:1018 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:1.82 +2026-01-07 21:09:49 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:14119.00 total_reward_ma:9223.72 loss:0.006868 fps:1416 +frame:1.45e+06 wall_t:1024 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:1.696 +2026-01-07 21:09:55 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:14527.00 total_reward_ma:9319.93 loss:-0.001995 fps:1416 +frame:1.46e+06 wall_t:1031 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:1.793 +2026-01-07 21:10:02 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:14789.50 total_reward_ma:9417.30 loss:-0.01663 fps:1416 +frame:1.47e+06 wall_t:1038 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:1.735 +2026-01-07 21:10:09 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:14588.50 total_reward_ma:9510.94 loss:-0.005697 fps:1418 +frame:1.48e+06 wall_t:1044 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:1.815 +2026-01-07 21:10:16 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:14444.00 total_reward_ma:9601.89 loss:-0.01436 fps:1418 +frame:1.49e+06 wall_t:1051 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:1.8 +2026-01-07 21:10:22 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:14664.00 total_reward_ma:9693.94 loss:0.01668 fps:1418 +frame:1.50e+06 wall_t:1058 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:1.654 +2026-01-07 21:10:28 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:14868.50 total_reward_ma:9787.06 loss:-0.01315 fps:1419 +frame:1.51e+06 wall_t:1064 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:1.905 +2026-01-07 21:10:36 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:15199.00 total_reward_ma:9883.46 loss:-0.007326 fps:1419 +frame:1.52e+06 wall_t:1071 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:1.876 +2026-01-07 21:10:43 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:15296.50 total_reward_ma:9980.52 loss:-0.001542 fps:1418 +frame:1.53e+06 wall_t:1079 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:1.722 +2026-01-07 21:10:50 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:15801.50 total_reward_ma:10081.26 loss:0.001145 fps:1419 +frame:1.54e+06 wall_t:1085 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:1.81 +2026-01-07 21:10:57 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:15732.00 total_reward_ma:10180.13 loss:-0.006669 fps:1419 +frame:1.55e+06 wall_t:1092 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:1.771 +2026-01-07 21:11:04 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:15615.50 total_reward_ma:10277.04 loss:-0.002824 fps:1418 +frame:1.56e+06 wall_t:1100 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:1.939 +2026-01-07 21:11:11 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:15589.50 total_reward_ma:10372.92 loss:-0.01019 fps:1418 +frame:1.57e+06 wall_t:1107 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:1.855 +2026-01-07 21:11:18 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:15685.00 total_reward_ma:10469.16 loss:-0.005655 fps:1420 +frame:1.58e+06 wall_t:1113 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:1.88 +2026-01-07 21:11:25 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:16067.50 total_reward_ma:10567.68 loss:0.003447 fps:1420 +frame:1.59e+06 wall_t:1120 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:1.759 +2026-01-07 21:11:31 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:16293.50 total_reward_ma:10667.64 loss:0.001405 fps:1420 +frame:1.60e+06 wall_t:1127 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:1.83 +2026-01-07 21:11:37 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:16367.00 total_reward_ma:10768.96 loss:0.01303 fps:1421 +frame:1.61e+06 wall_t:1133 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:1.662 +2026-01-07 21:11:44 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:16428.00 total_reward_ma:10867.65 loss:-0.005798 fps:1421 +frame:1.62e+06 wall_t:1140 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:1.89 +2026-01-07 21:11:50 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:16604.50 total_reward_ma:10968.11 loss:-0.004324 fps:1422 +frame:1.63e+06 wall_t:1146 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:1.813 +2026-01-07 21:11:57 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:16509.50 total_reward_ma:11064.46 loss:-0.01668 fps:1422 +frame:1.64e+06 wall_t:1153 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:2.037 +2026-01-07 21:12:04 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:16138.50 total_reward_ma:11156.26 loss:0.01144 fps:1422 +frame:1.65e+06 wall_t:1160 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:1.71 +2026-01-07 21:12:11 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:15883.50 total_reward_ma:11243.41 loss:-0.0174 fps:1424 +frame:1.66e+06 wall_t:1166 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:1.94 +2026-01-07 21:12:19 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:15891.50 total_reward_ma:11327.39 loss:-0.0003708 fps:1422 +frame:1.67e+06 wall_t:1174 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:1.907 +2026-01-07 21:12:25 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:15995.00 total_reward_ma:11410.92 loss:-0.01477 fps:1423 +frame:1.68e+06 wall_t:1181 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:1.902 +2026-01-07 21:12:32 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:15891.50 total_reward_ma:11491.69 loss:0.003016 fps:1424 +frame:1.69e+06 wall_t:1187 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:1.767 +2026-01-07 21:12:39 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:15756.00 total_reward_ma:11570.21 loss:0.01251 fps:1424 +frame:1.70e+06 wall_t:1194 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:1.771 +2026-01-07 21:12:45 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:15619.00 total_reward_ma:11645.66 loss:-0.009477 fps:1425 +frame:1.71e+06 wall_t:1200 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:1.942 +2026-01-07 21:12:51 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:15696.00 total_reward_ma:11720.27 loss:-0.02673 fps:1426 +frame:1.72e+06 wall_t:1206 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:1.936 +2026-01-07 21:12:57 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:15961.00 total_reward_ma:11797.55 loss:-0.005058 fps:1426 +frame:1.73e+06 wall_t:1213 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:1.808 +2026-01-07 21:13:03 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:15617.50 total_reward_ma:11872.43 loss:-0.002698 fps:1427 +frame:1.74e+06 wall_t:1219 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:1.875 +2026-01-07 21:13:09 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:15632.00 total_reward_ma:11946.85 loss:-0.01219 fps:1429 +frame:1.75e+06 wall_t:1225 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:1.847 +2026-01-07 21:13:15 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:15763.00 total_reward_ma:12022.79 loss:-0.008562 fps:1430 +frame:1.76e+06 wall_t:1231 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:1.915 +2026-01-07 21:13:22 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:15971.00 total_reward_ma:12097.79 loss:-0.01344 fps:1431 +frame:1.77e+06 wall_t:1237 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:1.908 +2026-01-07 21:13:28 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:15409.50 total_reward_ma:12166.10 loss:0.005548 fps:1431 +frame:1.78e+06 wall_t:1244 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:1.812 +2026-01-07 21:13:34 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:15508.00 total_reward_ma:12233.32 loss:-0.0128 fps:1433 +frame:1.79e+06 wall_t:1249 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:1.978 +2026-01-07 21:13:39 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:15362.50 total_reward_ma:12299.58 loss:-0.01924 fps:1434 +frame:1.80e+06 wall_t:1255 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:1.856 +2026-01-07 21:13:45 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:15433.50 total_reward_ma:12365.29 loss:-0.01444 fps:1435 +frame:1.81e+06 wall_t:1261 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:1.887 +2026-01-07 21:13:51 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:15395.00 total_reward_ma:12431.39 loss:-0.01613 fps:1436 +frame:1.82e+06 wall_t:1267 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:1.958 +2026-01-07 21:13:57 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:15444.50 total_reward_ma:12497.95 loss:-0.006537 fps:1438 +frame:1.83e+06 wall_t:1273 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:1.828 +2026-01-07 21:14:03 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:15433.00 total_reward_ma:12563.33 loss:-0.008219 fps:1439 +frame:1.84e+06 wall_t:1279 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:1.745 +2026-01-07 21:14:09 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:15884.50 total_reward_ma:12633.24 loss:-0.007478 fps:1440 +frame:1.85e+06 wall_t:1285 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:1.673 +2026-01-07 21:14:15 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:16390.50 total_reward_ma:12708.91 loss:-0.01932 fps:1441 +frame:1.86e+06 wall_t:1291 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:1.798 +2026-01-07 21:14:21 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:16448.50 total_reward_ma:12783.66 loss:-0.002539 fps:1442 +frame:1.87e+06 wall_t:1297 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:1.749 +2026-01-07 21:14:27 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:16799.00 total_reward_ma:12858.99 loss:0.006106 fps:1444 +frame:1.88e+06 wall_t:1302 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:1.485 +2026-01-07 21:14:32 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:16996.00 total_reward_ma:12935.12 loss:0.01557 fps:1445 +frame:1.89e+06 wall_t:1308 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:1.522 +2026-01-07 21:14:39 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:17034.00 total_reward_ma:13011.60 loss:-0.009025 fps:1446 +frame:1.90e+06 wall_t:1314 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:1.676 +2026-01-07 21:14:47 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:17687.00 total_reward_ma:13093.46 loss:-0.007074 fps:1445 +frame:1.91e+06 wall_t:1322 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:1.693 +2026-01-07 21:14:53 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:17962.50 total_reward_ma:13177.26 loss:0.01033 fps:1445 +frame:1.92e+06 wall_t:1329 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:1.604 +2026-01-07 21:15:00 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:18043.50 total_reward_ma:13262.66 loss:-0.003733 fps:1445 +frame:1.93e+06 wall_t:1336 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:1.716 +2026-01-07 21:15:07 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:18524.00 total_reward_ma:13354.32 loss:0.02276 fps:1445 +frame:1.94e+06 wall_t:1343 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:1.48 +2026-01-07 21:15:14 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:18295.50 total_reward_ma:13442.99 loss:0.004462 fps:1444 +frame:1.95e+06 wall_t:1350 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:1.458 +2026-01-07 21:15:21 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:19182.00 total_reward_ma:13538.33 loss:0.005885 fps:1444 +frame:1.96e+06 wall_t:1357 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:1.559 +2026-01-07 21:15:28 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:19512.00 total_reward_ma:13636.86 loss:0.01492 fps:1444 +frame:1.97e+06 wall_t:1364 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:1.479 +2026-01-07 21:15:35 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:19605.00 total_reward_ma:13736.68 loss:0.01957 fps:1445 +frame:1.98e+06 wall_t:1370 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:1.47 +2026-01-07 21:15:41 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:19710.00 total_reward_ma:13838.44 loss:0.009626 fps:1445 +frame:1.99e+06 wall_t:1377 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:1.409 +2026-01-07 21:15:49 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:20142.50 total_reward_ma:13944.91 loss:0.003832 fps:1445 +frame:2.00e+06 wall_t:1384 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:1.476 +2026-01-07 21:15:56 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:20866.50 total_reward_ma:14057.69 loss:0.02479 fps:1445 +frame:2.01e+06 wall_t:1391 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:1.546 +2026-01-07 21:16:03 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:20812.00 total_reward_ma:14171.51 loss:0.005038 fps:1444 +frame:2.02e+06 wall_t:1399 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:1.576 +2026-01-07 21:16:10 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:21105.00 total_reward_ma:14288.29 loss:0.01948 fps:1445 +frame:2.03e+06 wall_t:1405 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:1.867 +2026-01-07 21:16:17 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:21333.00 total_reward_ma:14408.30 loss:-0.002802 fps:1445 +frame:2.04e+06 wall_t:1412 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:1.716 +2026-01-07 21:16:23 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:21597.00 total_reward_ma:14530.00 loss:-0.01265 fps:1445 +frame:2.05e+06 wall_t:1419 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:1.725 +2026-01-07 21:16:30 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:22143.00 total_reward_ma:14659.58 loss:0.00362 fps:1445 +frame:2.06e+06 wall_t:1426 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:1.574 +2026-01-07 21:16:37 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:22578.00 total_reward_ma:14794.74 loss:0.003262 fps:1445 +frame:2.07e+06 wall_t:1433 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:1.488 +2026-01-07 21:16:44 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:22651.50 total_reward_ma:14931.16 loss:0.01843 fps:1445 +frame:2.08e+06 wall_t:1439 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:1.558 +2026-01-07 21:16:50 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:22497.50 total_reward_ma:15066.21 loss:0.01719 fps:1445 +frame:2.09e+06 wall_t:1446 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:1.455 +2026-01-07 21:16:57 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:22772.50 total_reward_ma:15203.85 loss:0.0174 fps:1445 +frame:2.10e+06 wall_t:1453 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:1.448 +2026-01-07 21:17:05 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:22595.00 total_reward_ma:15335.24 loss:-0.002896 fps:1445 +frame:2.11e+06 wall_t:1460 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:1.656 +2026-01-07 21:17:11 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:22421.00 total_reward_ma:15467.79 loss:0.0189 fps:1445 +frame:2.12e+06 wall_t:1467 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:1.568 +2026-01-07 21:17:18 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:22502.00 total_reward_ma:15599.20 loss:0.01579 fps:1445 +frame:2.13e+06 wall_t:1474 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:1.45 +2026-01-07 21:17:25 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:22459.50 total_reward_ma:15730.86 loss:-0.002009 fps:1446 +frame:2.14e+06 wall_t:1480 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:1.598 +2026-01-07 21:17:31 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:22726.00 total_reward_ma:15864.16 loss:0.007986 fps:1446 +frame:2.15e+06 wall_t:1487 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:1.45 +2026-01-07 21:17:39 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:22562.00 total_reward_ma:15997.49 loss:0.007771 fps:1446 +frame:2.16e+06 wall_t:1494 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:1.561 +2026-01-07 21:17:47 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:22786.50 total_reward_ma:16132.45 loss:0.006965 fps:1444 +frame:2.17e+06 wall_t:1503 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:1.736 +2026-01-07 21:17:54 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:22643.50 total_reward_ma:16264.40 loss:0.01037 fps:1444 +frame:2.18e+06 wall_t:1510 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:1.756 +2026-01-07 21:18:01 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:22216.00 total_reward_ma:16385.82 loss:0.02421 fps:1445 +frame:2.19e+06 wall_t:1516 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:1.47 +2026-01-07 21:18:08 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:22675.50 total_reward_ma:16506.80 loss:-0.003213 fps:1444 +frame:2.20e+06 wall_t:1524 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:1.567 +2026-01-07 21:18:15 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:22845.50 total_reward_ma:16628.55 loss:0.001136 fps:1444 +frame:2.21e+06 wall_t:1530 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:1.608 +2026-01-07 21:18:21 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:22609.50 total_reward_ma:16745.45 loss:0.0114 fps:1444 +frame:2.22e+06 wall_t:1537 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:1.54 +2026-01-07 21:18:30 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:22374.50 total_reward_ma:16856.12 loss:0.01818 fps:1443 +frame:2.23e+06 wall_t:1545 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:1.657 +2026-01-07 21:18:37 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:22176.00 total_reward_ma:16964.68 loss:0.007802 fps:1442 +frame:2.24e+06 wall_t:1553 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:1.67 +2026-01-07 21:18:44 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:21972.50 total_reward_ma:17069.05 loss:0.02989 fps:1442 +frame:2.25e+06 wall_t:1560 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:1.522 +2026-01-07 21:18:50 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:22111.50 total_reward_ma:17175.22 loss:0.01577 fps:1443 +frame:2.26e+06 wall_t:1566 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:1.635 +2026-01-07 21:18:56 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:21427.50 total_reward_ma:17276.55 loss:0.01325 fps:1444 +frame:2.27e+06 wall_t:1572 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:1.46 +2026-01-07 21:19:02 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:21377.50 total_reward_ma:17376.84 loss:0.002006 fps:1445 +frame:2.28e+06 wall_t:1578 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:1.667 +2026-01-07 21:19:09 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:21053.00 total_reward_ma:17471.23 loss:-0.0114 fps:1445 +frame:2.29e+06 wall_t:1585 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:1.836 +2026-01-07 21:19:16 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:20876.00 total_reward_ma:17557.73 loss:0.01031 fps:1445 +frame:2.30e+06 wall_t:1592 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:1.746 +2026-01-07 21:19:23 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:20703.00 total_reward_ma:17639.82 loss:0.003921 fps:1445 +frame:2.31e+06 wall_t:1599 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:1.889 +2026-01-07 21:19:31 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:20775.00 total_reward_ma:17722.12 loss:-0.01851 fps:1445 +frame:2.32e+06 wall_t:1606 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:1.814 +2026-01-07 21:19:37 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:20771.00 total_reward_ma:17801.80 loss:0.0002928 fps:1445 +frame:2.33e+06 wall_t:1613 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:1.774 +2026-01-07 21:19:44 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:20786.50 total_reward_ma:17879.74 loss:0.02092 fps:1444 +frame:2.34e+06 wall_t:1620 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:1.699 +2026-01-07 21:19:51 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:21052.50 total_reward_ma:17962.43 loss:-0.003335 fps:1444 +frame:2.35e+06 wall_t:1627 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:1.794 +2026-01-07 21:19:58 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:21125.50 total_reward_ma:18045.63 loss:-0.01018 fps:1445 +frame:2.36e+06 wall_t:1633 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:1.696 +2026-01-07 21:20:04 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:21317.50 total_reward_ma:18129.82 loss:0.007234 fps:1445 +frame:2.37e+06 wall_t:1640 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:1.556 +2026-01-07 21:20:11 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:21064.00 total_reward_ma:18213.38 loss:-0.003316 fps:1445 +frame:2.38e+06 wall_t:1647 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:1.649 +2026-01-07 21:20:17 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:20823.00 total_reward_ma:18293.62 loss:0.001931 fps:1447 +frame:2.39e+06 wall_t:1652 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:1.666 +2026-01-07 21:20:23 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:20659.00 total_reward_ma:18369.52 loss:-0.008707 fps:1448 +frame:2.40e+06 wall_t:1658 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:1.907 +2026-01-07 21:20:29 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:20439.00 total_reward_ma:18440.28 loss:-0.008881 fps:1448 +frame:2.41e+06 wall_t:1664 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:1.968 +2026-01-07 21:20:37 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:21149.00 total_reward_ma:18516.57 loss:0.02615 fps:1447 +frame:2.42e+06 wall_t:1672 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:1.704 +2026-01-07 21:20:43 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:20514.00 total_reward_ma:18587.70 loss:0.02603 fps:1448 +frame:2.43e+06 wall_t:1678 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:1.737 +2026-01-07 21:20:49 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:20783.00 total_reward_ma:18659.36 loss:0.01549 fps:1449 +frame:2.44e+06 wall_t:1684 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:1.48 +2026-01-07 21:20:55 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:20487.50 total_reward_ma:18723.04 loss:-0.0008366 fps:1450 +frame:2.45e+06 wall_t:1690 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:1.548 +2026-01-07 21:21:01 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:20652.00 total_reward_ma:18784.29 loss:0.02222 fps:1450 +frame:2.46e+06 wall_t:1696 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:1.572 +2026-01-07 21:21:07 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:20621.50 total_reward_ma:18842.62 loss:0.008518 fps:1450 +frame:2.47e+06 wall_t:1703 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:1.672 +2026-01-07 21:21:14 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:20577.00 total_reward_ma:18902.50 loss:0.008543 fps:1451 +frame:2.48e+06 wall_t:1709 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:1.77 +2026-01-07 21:21:21 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:20984.00 total_reward_ma:18967.90 loss:0.01743 fps:1450 +frame:2.49e+06 wall_t:1717 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:1.886 +2026-01-07 21:21:28 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:21060.00 total_reward_ma:19031.86 loss:0.01473 fps:1450 +frame:2.50e+06 wall_t:1724 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:1.329 +2026-01-07 21:21:36 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:21109.00 total_reward_ma:19094.27 loss:0.008191 fps:1450 +frame:2.51e+06 wall_t:1731 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:1.595 +2026-01-07 21:21:43 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:21271.00 total_reward_ma:19154.98 loss:0.02592 fps:1450 +frame:2.52e+06 wall_t:1738 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:1.338 +2026-01-07 21:21:50 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:21903.00 total_reward_ma:19221.05 loss:0.04491 fps:1450 +frame:2.53e+06 wall_t:1745 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:1.134 +2026-01-07 21:21:56 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:21812.50 total_reward_ma:19281.16 loss:0.01241 fps:1450 +frame:2.54e+06 wall_t:1752 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:1.222 +2026-01-07 21:22:03 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:22024.50 total_reward_ma:19344.09 loss:-0.001192 fps:1450 +frame:2.55e+06 wall_t:1759 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:1.4 +2026-01-07 21:22:10 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:22501.50 total_reward_ma:19412.95 loss:0.005194 fps:1450 +frame:2.56e+06 wall_t:1765 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:1.619 +2026-01-07 21:22:17 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:22456.00 total_reward_ma:19481.61 loss:0.04049 fps:1450 +frame:2.57e+06 wall_t:1772 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:1.51 +2026-01-07 21:22:24 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:22643.50 total_reward_ma:19551.20 loss:0.02277 fps:1450 +frame:2.58e+06 wall_t:1779 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:1.267 +2026-01-07 21:22:30 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:23057.00 total_reward_ma:19621.09 loss:0.01565 fps:1450 +frame:2.59e+06 wall_t:1786 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:1.448 +2026-01-07 21:22:37 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:22964.50 total_reward_ma:19687.80 loss:0.01111 fps:1451 +frame:2.60e+06 wall_t:1792 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:1.383 +2026-01-07 21:22:45 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:23209.50 total_reward_ma:19756.22 loss:0.006749 fps:1449 +frame:2.61e+06 wall_t:1801 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:1.542 +2026-01-07 21:22:52 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:23078.50 total_reward_ma:19822.73 loss:-0.003791 fps:1449 +frame:2.62e+06 wall_t:1808 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:1.456 +2026-01-07 21:22:59 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:23123.50 total_reward_ma:19887.92 loss:0.01492 fps:1449 +frame:2.63e+06 wall_t:1815 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:1.284 +2026-01-07 21:23:06 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:23383.50 total_reward_ma:19956.66 loss:0.01598 fps:1450 +frame:2.64e+06 wall_t:1821 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:1.535 +2026-01-07 21:23:13 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:23451.00 total_reward_ma:20029.79 loss:0.02945 fps:1450 +frame:2.65e+06 wall_t:1828 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:1.429 +2026-01-07 21:23:20 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:23899.50 total_reward_ma:20109.95 loss:0.0221 fps:1449 +frame:2.66e+06 wall_t:1836 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:1.27 +2026-01-07 21:23:28 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:23826.50 total_reward_ma:20189.29 loss:0.03797 fps:1449 +frame:2.67e+06 wall_t:1843 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:1.371 +2026-01-07 21:23:35 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:24051.00 total_reward_ma:20269.86 loss:0.02825 fps:1448 +frame:2.68e+06 wall_t:1851 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:1.295 +2026-01-07 21:23:42 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:23640.00 total_reward_ma:20347.34 loss:0.02663 fps:1449 +frame:2.69e+06 wall_t:1857 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:1.336 +2026-01-07 21:23:49 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:24133.00 total_reward_ma:20431.11 loss:0.006857 fps:1448 +frame:2.70e+06 wall_t:1865 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:1.396 +2026-01-07 21:23:57 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:24410.00 total_reward_ma:20519.02 loss:0.0157 fps:1447 +frame:2.71e+06 wall_t:1873 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:1.543 +2026-01-07 21:24:04 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:24432.50 total_reward_ma:20606.38 loss:0.01946 fps:1448 +frame:2.72e+06 wall_t:1879 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:1.352 +2026-01-07 21:24:11 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:24394.00 total_reward_ma:20690.71 loss:0.02937 fps:1447 +frame:2.73e+06 wall_t:1887 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:1.576 +2026-01-07 21:24:19 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:24300.50 total_reward_ma:20777.54 loss:0.007734 fps:1447 +frame:2.74e+06 wall_t:1894 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:1.528 +2026-01-07 21:24:25 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:24275.00 total_reward_ma:20863.97 loss:0.01377 fps:1447 +frame:2.75e+06 wall_t:1901 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:1.446 +2026-01-07 21:24:32 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:24268.50 total_reward_ma:20949.03 loss:0.003409 fps:1447 +frame:2.76e+06 wall_t:1907 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:1.322 +2026-01-07 21:24:39 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:24369.00 total_reward_ma:21033.01 loss:0.01255 fps:1447 +frame:2.77e+06 wall_t:1914 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:1.113 +2026-01-07 21:24:46 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:24560.00 total_reward_ma:21124.52 loss:0.02661 fps:1447 +frame:2.78e+06 wall_t:1921 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:1.12 +2026-01-07 21:24:52 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:24884.00 total_reward_ma:21218.28 loss:-0.0006628 fps:1447 +frame:2.79e+06 wall_t:1928 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:1.506 +2026-01-07 21:24:59 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:24608.50 total_reward_ma:21310.73 loss:0.01513 fps:1447 +frame:2.80e+06 wall_t:1935 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:1.468 +2026-01-07 21:25:06 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:24946.00 total_reward_ma:21405.86 loss:0.008523 fps:1447 +frame:2.81e+06 wall_t:1942 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:1.45 +2026-01-07 21:25:12 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:25230.00 total_reward_ma:21504.21 loss:0.0283 fps:1448 +frame:2.82e+06 wall_t:1948 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:1.354 +2026-01-07 21:25:19 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:25179.50 total_reward_ma:21601.56 loss:0.01593 fps:1448 +frame:2.83e+06 wall_t:1954 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:1.618 +2026-01-07 21:25:25 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:25218.50 total_reward_ma:21699.41 loss:0.0372 fps:1448 +frame:2.84e+06 wall_t:1961 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:1.536 +2026-01-07 21:25:31 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:24966.50 total_reward_ma:21790.23 loss:0.007142 fps:1449 +frame:2.85e+06 wall_t:1967 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:1.652 +2026-01-07 21:25:37 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:25011.00 total_reward_ma:21876.44 loss:0.01495 fps:1450 +frame:2.86e+06 wall_t:1973 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:1.552 +2026-01-07 21:25:43 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:25070.50 total_reward_ma:21962.66 loss:0.007046 fps:1450 +frame:2.87e+06 wall_t:1979 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:1.57 +2026-01-07 21:25:49 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:25153.00 total_reward_ma:22046.20 loss:0.0007007 fps:1451 +frame:2.88e+06 wall_t:1985 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:1.551 +2026-01-07 21:25:56 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:25379.50 total_reward_ma:22130.04 loss:-0.0119 fps:1451 +frame:2.89e+06 wall_t:1992 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:1.748 +2026-01-07 21:26:02 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:25084.00 total_reward_ma:22210.54 loss:-0.0005702 fps:1451 +frame:2.90e+06 wall_t:1998 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:1.631 +2026-01-07 21:26:09 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:25302.50 total_reward_ma:22286.69 loss:0.02006 fps:1452 +frame:2.91e+06 wall_t:2004 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:1.491 +2026-01-07 21:26:16 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:26208.00 total_reward_ma:22369.14 loss:0.01195 fps:1452 +frame:2.92e+06 wall_t:2011 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:1.371 +2026-01-07 21:26:23 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:26467.00 total_reward_ma:22453.38 loss:0.008413 fps:1451 +frame:2.93e+06 wall_t:2019 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:1.228 +2026-01-07 21:26:30 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:26011.50 total_reward_ma:22528.26 loss:0.00307 fps:1451 +frame:2.94e+06 wall_t:2026 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:1.551 +2026-01-07 21:26:37 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:26248.00 total_reward_ma:22607.78 loss:0.01182 fps:1451 +frame:2.95e+06 wall_t:2033 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:1.749 +2026-01-07 21:26:44 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:26511.50 total_reward_ma:22681.07 loss:0.002403 fps:1452 +frame:2.96e+06 wall_t:2039 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:1.573 +2026-01-07 21:26:51 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:26271.50 total_reward_ma:22748.67 loss:0.01389 fps:1451 +frame:2.97e+06 wall_t:2047 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:1.679 +2026-01-07 21:26:59 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:26618.00 total_reward_ma:22818.80 loss:0.0154 fps:1451 +frame:2.98e+06 wall_t:2054 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:1.365 +2026-01-07 21:27:05 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:26725.00 total_reward_ma:22888.95 loss:0.01674 fps:1451 +frame:2.99e+06 wall_t:2060 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:1.387 +2026-01-07 21:27:12 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:27039.00 total_reward_ma:22957.91 loss:0.01665 fps:1451 +frame:3.00e+06 wall_t:2068 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:1.364 +2026-01-07 21:27:20 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:26982.50 total_reward_ma:23019.07 loss:0.01258 fps:1450 +frame:3.01e+06 wall_t:2076 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:1.232 +2026-01-07 21:27:27 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:26790.50 total_reward_ma:23078.86 loss:0.01223 fps:1450 +frame:3.02e+06 wall_t:2083 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:1.406 +2026-01-07 21:27:33 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:26609.00 total_reward_ma:23133.90 loss:-0.003588 fps:1451 +frame:3.03e+06 wall_t:2088 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:1.569 +2026-01-07 21:27:39 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:27126.50 total_reward_ma:23191.84 loss:0.05192 fps:1452 +frame:3.04e+06 wall_t:2094 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:1.283 +2026-01-07 21:27:45 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:27346.50 total_reward_ma:23249.33 loss:0.01353 fps:1452 +frame:3.05e+06 wall_t:2101 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:1.565 +2026-01-07 21:27:53 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:27378.00 total_reward_ma:23301.68 loss:0.01877 fps:1452 +frame:3.06e+06 wall_t:2108 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:1.284 +2026-01-07 21:27:59 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:27255.00 total_reward_ma:23348.45 loss:0.007194 fps:1452 +frame:3.07e+06 wall_t:2114 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:1.289 +2026-01-07 21:28:04 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:27580.00 total_reward_ma:23397.73 loss:0.02478 fps:1453 +frame:3.08e+06 wall_t:2120 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:1.21 +2026-01-07 21:28:11 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:27863.00 total_reward_ma:23451.39 loss:0.01784 fps:1453 +frame:3.09e+06 wall_t:2126 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:1.39 +2026-01-07 21:28:16 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:27825.00 total_reward_ma:23501.91 loss:0.006124 fps:1454 +frame:3.10e+06 wall_t:2132 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:1.342 +2026-01-07 21:28:23 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:27723.50 total_reward_ma:23553.20 loss:0.009389 fps:1455 +frame:3.11e+06 wall_t:2138 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:1.505 +2026-01-07 21:28:29 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:27436.00 total_reward_ma:23603.35 loss:0.01902 fps:1455 +frame:3.12e+06 wall_t:2145 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:1.476 +2026-01-07 21:28:36 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:28066.00 total_reward_ma:23658.99 loss:0.02492 fps:1455 +frame:3.13e+06 wall_t:2151 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:1.234 +2026-01-07 21:28:43 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:28846.00 total_reward_ma:23722.86 loss:0.0122 fps:1454 +frame:3.14e+06 wall_t:2159 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:1.359 +2026-01-07 21:28:50 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:28714.00 total_reward_ma:23782.73 loss:0.02578 fps:1454 +frame:3.15e+06 wall_t:2166 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:1.173 +2026-01-07 21:28:56 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:28599.00 total_reward_ma:23843.11 loss:0.01006 fps:1455 +frame:3.16e+06 wall_t:2172 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:1.364 +2026-01-07 21:29:03 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:28792.00 total_reward_ma:23903.16 loss:0.0007563 fps:1455 +frame:3.17e+06 wall_t:2179 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:1.538 +2026-01-07 21:29:10 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:28399.00 total_reward_ma:23960.71 loss:0.00663 fps:1455 +frame:3.18e+06 wall_t:2186 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:1.275 +2026-01-07 21:29:17 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:28298.00 total_reward_ma:24021.54 loss:0.01728 fps:1455 +frame:3.19e+06 wall_t:2192 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:1.182 +2026-01-07 21:29:24 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:28573.50 total_reward_ma:24080.52 loss:0.05588 fps:1455 +frame:3.20e+06 wall_t:2200 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:1.208 +2026-01-07 21:29:31 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:27811.00 total_reward_ma:24130.17 loss:0.01791 fps:1455 +frame:3.21e+06 wall_t:2206 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:1.135 +2026-01-07 21:29:38 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:27966.00 total_reward_ma:24183.73 loss:0.01046 fps:1454 +frame:3.22e+06 wall_t:2214 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:1.363 +2026-01-07 21:29:46 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:27902.50 total_reward_ma:24239.02 loss:0.0114 fps:1454 +frame:3.23e+06 wall_t:2222 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:1.437 +2026-01-07 21:29:54 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:27853.00 total_reward_ma:24295.79 loss:0.04207 fps:1453 +frame:3.24e+06 wall_t:2230 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:1.19 +2026-01-07 21:30:00 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:28101.50 total_reward_ma:24357.07 loss:0.02037 fps:1453 +frame:3.25e+06 wall_t:2236 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:1.301 +2026-01-07 21:30:08 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:28101.50 total_reward_ma:24416.97 loss:0.0004822 fps:1453 +frame:3.26e+06 wall_t:2243 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:1.513 +2026-01-07 21:30:15 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:28474.00 total_reward_ma:24487.44 loss:-0.0002902 fps:1453 +frame:3.27e+06 wall_t:2250 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:1.543 +2026-01-07 21:30:22 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:28648.00 total_reward_ma:24560.14 loss:0.02853 fps:1453 +frame:3.28e+06 wall_t:2257 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:1.471 +2026-01-07 21:30:28 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:28841.50 total_reward_ma:24638.03 loss:0.01194 fps:1453 +frame:3.29e+06 wall_t:2264 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:1.343 +2026-01-07 21:30:36 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:29741.00 total_reward_ma:24726.68 loss:0.006937 fps:1453 +frame:3.30e+06 wall_t:2271 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:1.368 +2026-01-07 21:30:43 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:30054.00 total_reward_ma:24820.19 loss:0.009977 fps:1452 +frame:3.31e+06 wall_t:2279 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:1.351 +2026-01-07 21:30:51 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:30054.00 total_reward_ma:24912.98 loss:-0.005269 fps:1452 +frame:3.32e+06 wall_t:2286 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:1.69 +2026-01-07 21:30:57 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:30144.50 total_reward_ma:25006.71 loss:-0.005598 fps:1452 +frame:3.33e+06 wall_t:2293 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:1.923 +2026-01-07 21:31:05 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:30098.50 total_reward_ma:25099.84 loss:0.007505 fps:1452 +frame:3.34e+06 wall_t:2300 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:1.796 +2026-01-07 21:31:12 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:30280.00 total_reward_ma:25192.11 loss:0.00561 fps:1452 +frame:3.35e+06 wall_t:2307 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:1.704 +2026-01-07 21:31:18 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:30219.00 total_reward_ma:25283.04 loss:0.01409 fps:1452 +frame:3.36e+06 wall_t:2314 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:1.414 +2026-01-07 21:31:25 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:30772.00 total_reward_ma:25377.59 loss:0.008921 fps:1452 +frame:3.37e+06 wall_t:2321 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:1.463 +2026-01-07 21:31:33 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:30914.00 total_reward_ma:25476.09 loss:0.0396 fps:1451 +frame:3.38e+06 wall_t:2329 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:1.349 +2026-01-07 21:31:40 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:30903.00 total_reward_ma:25576.89 loss:0.01688 fps:1452 +frame:3.39e+06 wall_t:2335 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:1.388 +2026-01-07 21:31:47 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:31247.00 total_reward_ma:25682.77 loss:0.02179 fps:1452 +frame:3.40e+06 wall_t:2342 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:1.742 +2026-01-07 21:31:54 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:30969.00 total_reward_ma:25788.07 loss:-0.002594 fps:1452 +frame:3.41e+06 wall_t:2349 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:1.781 +2026-01-07 21:32:01 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:30799.00 total_reward_ma:25884.57 loss:0.0009817 fps:1452 +frame:3.42e+06 wall_t:2356 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:1.647 +2026-01-07 21:32:09 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:30823.50 total_reward_ma:25987.66 loss:0.02473 fps:1450 +frame:3.43e+06 wall_t:2365 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:1.481 +2026-01-07 21:32:16 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:30258.50 total_reward_ma:26082.42 loss:0.002195 fps:1450 +frame:3.44e+06 wall_t:2372 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:1.663 +2026-01-07 21:32:22 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:30081.50 total_reward_ma:26178.36 loss:0.01154 fps:1451 +frame:3.45e+06 wall_t:2378 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:1.485 +2026-01-07 21:32:30 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:30016.00 total_reward_ma:26272.00 loss:0.006739 fps:1451 +frame:3.46e+06 wall_t:2385 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:1.851 +2026-01-07 21:32:36 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:30166.50 total_reward_ma:26367.45 loss:0.03604 fps:1451 +frame:3.47e+06 wall_t:2392 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:1.285 +2026-01-07 21:32:43 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:29920.00 total_reward_ma:26460.88 loss:0.03168 fps:1451 +frame:3.48e+06 wall_t:2399 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:1.348 +2026-01-07 21:32:51 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:30398.50 total_reward_ma:26555.03 loss:0.001968 fps:1451 +frame:3.49e+06 wall_t:2406 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:1.412 +2026-01-07 21:32:57 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:30539.00 total_reward_ma:26649.81 loss:0.01616 fps:1451 +frame:3.50e+06 wall_t:2412 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:1.308 +2026-01-07 21:33:04 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:30869.00 total_reward_ma:26747.41 loss:0.01823 fps:1450 +frame:3.51e+06 wall_t:2420 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:1.225 +2026-01-07 21:33:12 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:30747.00 total_reward_ma:26842.18 loss:0.02386 fps:1450 +frame:3.52e+06 wall_t:2427 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:1.177 +2026-01-07 21:33:19 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:31333.50 total_reward_ma:26936.48 loss:0.03358 fps:1450 +frame:3.53e+06 wall_t:2434 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:1.185 +2026-01-07 21:33:26 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:31359.00 total_reward_ma:27031.95 loss:0.02323 fps:1450 +frame:3.54e+06 wall_t:2441 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:1.271 +2026-01-07 21:33:33 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:31345.50 total_reward_ma:27125.15 loss:0.03289 fps:1450 +frame:3.55e+06 wall_t:2448 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:1.141 +2026-01-07 21:33:40 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:31475.00 total_reward_ma:27214.89 loss:0.01974 fps:1450 +frame:3.56e+06 wall_t:2455 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:1.537 +2026-01-07 21:33:46 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:31224.50 total_reward_ma:27302.57 loss:0.0292 fps:1450 +frame:3.57e+06 wall_t:2462 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:1.425 +2026-01-07 21:33:53 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:30793.50 total_reward_ma:27384.07 loss:0.01188 fps:1450 +frame:3.58e+06 wall_t:2469 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:1.588 +2026-01-07 21:34:00 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:30767.00 total_reward_ma:27461.18 loss:0.02042 fps:1451 +frame:3.59e+06 wall_t:2475 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:1.288 +2026-01-07 21:34:07 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:30590.50 total_reward_ma:27537.44 loss:0.02486 fps:1450 +frame:3.60e+06 wall_t:2483 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:1.327 +2026-01-07 21:34:14 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:30432.00 total_reward_ma:27609.66 loss:0.01508 fps:1450 +frame:3.61e+06 wall_t:2490 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:1.497 +2026-01-07 21:34:21 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:30131.00 total_reward_ma:27680.19 loss:0.01276 fps:1450 +frame:3.62e+06 wall_t:2497 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:1.46 +2026-01-07 21:34:28 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:30684.00 total_reward_ma:27755.79 loss:0.0108 fps:1450 +frame:3.63e+06 wall_t:2504 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:1.617 +2026-01-07 21:34:35 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:30684.00 total_reward_ma:27828.79 loss:0.009426 fps:1450 +frame:3.64e+06 wall_t:2511 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:1.627 +2026-01-07 21:34:43 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:30463.50 total_reward_ma:27898.92 loss:0.003615 fps:1450 +frame:3.65e+06 wall_t:2518 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:1.629 +2026-01-07 21:34:49 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:30863.50 total_reward_ma:27968.56 loss:0.01429 fps:1450 +frame:3.66e+06 wall_t:2525 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:1.511 +2026-01-07 21:34:57 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:30411.00 total_reward_ma:28034.40 loss:0.006096 fps:1449 +frame:3.67e+06 wall_t:2532 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:1.444 +2026-01-07 21:35:05 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:30265.00 total_reward_ma:28096.54 loss:0.02359 fps:1448 +frame:3.68e+06 wall_t:2541 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:1.515 +2026-01-07 21:35:13 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:30142.00 total_reward_ma:28161.56 loss:0.004154 fps:1448 +frame:3.69e+06 wall_t:2549 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:1.69 +2026-01-07 21:35:20 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:30182.50 total_reward_ma:28222.06 loss:0.006844 fps:1448 +frame:3.70e+06 wall_t:2556 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:1.613 +2026-01-07 21:35:27 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:29812.50 total_reward_ma:28276.09 loss:0.003484 fps:1448 +frame:3.71e+06 wall_t:2563 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:1.534 +2026-01-07 21:35:34 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:30222.00 total_reward_ma:28333.98 loss:-0.01269 fps:1447 +frame:3.72e+06 wall_t:2570 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:1.668 +2026-01-07 21:35:41 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:30200.00 total_reward_ma:28392.04 loss:0.04555 fps:1447 +frame:3.73e+06 wall_t:2577 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:1.459 +2026-01-07 21:35:49 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:30015.50 total_reward_ma:28449.19 loss:0.02465 fps:1447 +frame:3.74e+06 wall_t:2584 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:1.321 +2026-01-07 21:35:57 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:30279.00 total_reward_ma:28509.23 loss:0.01119 fps:1447 +frame:3.75e+06 wall_t:2592 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:1.265 +2026-01-07 21:36:04 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:30935.00 total_reward_ma:28575.89 loss:0.01726 fps:1446 +frame:3.76e+06 wall_t:2600 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:1.121 +2026-01-07 21:36:13 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:30892.00 total_reward_ma:28641.12 loss:0.01347 fps:1446 +frame:3.77e+06 wall_t:2608 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:1.387 +2026-01-07 21:36:20 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:30554.50 total_reward_ma:28701.07 loss:0.02445 fps:1446 +frame:3.78e+06 wall_t:2615 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:1.393 +2026-01-07 21:36:26 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:30641.00 total_reward_ma:28758.64 loss:-0.001896 fps:1445 +frame:3.79e+06 wall_t:2622 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:1.705 +2026-01-07 21:36:33 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:30870.00 total_reward_ma:28821.26 loss:0.01404 fps:1445 +frame:3.80e+06 wall_t:2629 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:1.488 +2026-01-07 21:36:40 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:30983.50 total_reward_ma:28881.63 loss:0.06402 fps:1445 +frame:3.81e+06 wall_t:2636 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:1.565 +2026-01-07 21:36:48 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:31262.00 total_reward_ma:28941.95 loss:0.01099 fps:1445 +frame:3.82e+06 wall_t:2643 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:1.261 +2026-01-07 21:36:55 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:31281.00 total_reward_ma:29002.96 loss:0.02515 fps:1445 +frame:3.83e+06 wall_t:2650 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:1.407 +2026-01-07 21:37:02 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:30939.00 total_reward_ma:29060.17 loss:0.006383 fps:1445 +frame:3.84e+06 wall_t:2657 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:1.451 +2026-01-07 21:37:08 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:30890.50 total_reward_ma:29119.41 loss:0.01315 fps:1446 +frame:3.85e+06 wall_t:2663 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:1.152 +2026-01-07 21:37:15 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:30972.00 total_reward_ma:29179.02 loss:0.02344 fps:1445 +frame:3.86e+06 wall_t:2671 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:1.396 +2026-01-07 21:37:22 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:31444.50 total_reward_ma:29242.76 loss:0.01741 fps:1446 +frame:3.87e+06 wall_t:2677 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:1.204 +2026-01-07 21:37:29 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:31449.00 total_reward_ma:29305.72 loss:0.02523 fps:1446 +frame:3.88e+06 wall_t:2684 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:1.353 +2026-01-07 21:37:35 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:31433.00 total_reward_ma:29366.26 loss:0.009683 fps:1446 +frame:3.89e+06 wall_t:2691 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:1.371 +2026-01-07 21:37:41 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:31884.50 total_reward_ma:29434.26 loss:0.03861 fps:1446 +frame:3.90e+06 wall_t:2697 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:1.196 +2026-01-07 21:37:47 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:31809.00 total_reward_ma:29499.32 loss:0.03637 fps:1447 +frame:3.91e+06 wall_t:2703 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:1.285 +2026-01-07 21:37:54 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:32387.50 total_reward_ma:29561.12 loss:0.02004 fps:1446 +frame:3.92e+06 wall_t:2710 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:1.346 +2026-01-07 21:38:00 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:31788.50 total_reward_ma:29614.34 loss:0.03728 fps:1447 +frame:3.93e+06 wall_t:2716 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:1.239 +2026-01-07 21:38:06 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:32374.50 total_reward_ma:29677.96 loss:0.01959 fps:1447 +frame:3.94e+06 wall_t:2722 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:1.14 +2026-01-07 21:38:12 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:32630.00 total_reward_ma:29741.79 loss:0.03111 fps:1448 +frame:3.95e+06 wall_t:2728 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:1.232 +2026-01-07 21:38:19 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:32553.00 total_reward_ma:29802.20 loss:0.009977 fps:1448 +frame:3.96e+06 wall_t:2734 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:1.369 +2026-01-07 21:38:25 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:32656.50 total_reward_ma:29866.05 loss:0.0188 fps:1448 +frame:3.97e+06 wall_t:2741 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:1.434 +2026-01-07 21:38:32 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:33043.50 total_reward_ma:29930.30 loss:0.03127 fps:1448 +frame:3.98e+06 wall_t:2748 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:1.223 +2026-01-07 21:38:40 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:33042.50 total_reward_ma:29993.48 loss:0.02478 fps:1448 +frame:3.99e+06 wall_t:2755 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:1.284 +2026-01-07 21:38:47 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:33804.50 total_reward_ma:30061.13 loss:0.02967 fps:1448 +frame:4.00e+06 wall_t:2762 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:1.391 +2026-01-07 21:38:54 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:33771.50 total_reward_ma:30129.03 loss:0.01877 fps:1448 +frame:4.01e+06 wall_t:2770 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:1.318 +2026-01-07 21:39:01 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:34138.50 total_reward_ma:30202.51 loss:0.02354 fps:1448 +frame:4.02e+06 wall_t:2777 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:1.147 +2026-01-07 21:39:09 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:34682.50 total_reward_ma:30283.24 loss:0.03703 fps:1448 +frame:4.03e+06 wall_t:2784 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:1.15 +2026-01-07 21:39:17 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:34423.00 total_reward_ma:30356.21 loss:0.01802 fps:1447 +frame:4.04e+06 wall_t:2792 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:1.201 +2026-01-07 21:39:24 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:34218.00 total_reward_ma:30424.92 loss:0.008399 fps:1446 +frame:4.05e+06 wall_t:2800 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:1.476 +2026-01-07 21:39:33 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:34242.50 total_reward_ma:30493.56 loss:0.02653 fps:1446 +frame:4.06e+06 wall_t:2808 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:1.5 +2026-01-07 21:39:41 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:34040.00 total_reward_ma:30561.41 loss:0.05364 fps:1445 +frame:4.07e+06 wall_t:2816 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:1.129 +2026-01-07 21:39:48 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:34041.50 total_reward_ma:30626.03 loss:0.02418 fps:1445 +frame:4.08e+06 wall_t:2824 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:1.085 +2026-01-07 21:39:56 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:34087.50 total_reward_ma:30688.28 loss:0.02741 fps:1444 +frame:4.09e+06 wall_t:2832 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:1.238 +2026-01-07 21:40:03 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:34778.00 total_reward_ma:30757.80 loss:0.02488 fps:1444 +frame:4.10e+06 wall_t:2839 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:1.418 +2026-01-07 21:40:10 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:34591.50 total_reward_ma:30826.48 loss:0.03298 fps:1445 +frame:4.11e+06 wall_t:2845 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:1.254 +2026-01-07 21:40:17 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:34088.50 total_reward_ma:30893.01 loss:0.02381 fps:1445 +frame:4.12e+06 wall_t:2852 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:1.311 +2026-01-07 21:40:24 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:34315.00 total_reward_ma:30955.50 loss:0.02395 fps:1444 +frame:4.13e+06 wall_t:2860 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:1.409 +2026-01-07 21:40:32 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:34084.00 total_reward_ma:31007.88 loss:0.0179 fps:1444 +frame:4.14e+06 wall_t:2868 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:1.24 +2026-01-07 21:40:39 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:34146.50 total_reward_ma:31062.21 loss:0.008529 fps:1443 +frame:4.15e+06 wall_t:2875 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:1.178 +2026-01-07 21:40:47 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:34297.50 total_reward_ma:31119.19 loss:0.041 fps:1443 +frame:4.16e+06 wall_t:2883 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:1.158 +2026-01-07 21:40:54 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:34125.50 total_reward_ma:31172.53 loss:0.01868 fps:1443 +frame:4.17e+06 wall_t:2890 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:1.272 +2026-01-07 21:41:01 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:34419.50 total_reward_ma:31232.73 loss:0.06339 fps:1443 +frame:4.18e+06 wall_t:2897 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:1.147 +2026-01-07 21:41:09 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:34349.50 total_reward_ma:31293.24 loss:0.02866 fps:1443 +frame:4.19e+06 wall_t:2904 t:261875 epi:nan +opt_step:65440 lr:0.0001453 clip_eps:0.1 entropy:1.453 +2026-01-07 21:41:16 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:34341.00 total_reward_ma:31350.92 loss:0.03005 fps:1443 +frame:4.20e+06 wall_t:2911 t:262500 epi:nan +opt_step:65600 lr:0.000145 clip_eps:0.1 entropy:1.093 +2026-01-07 21:41:22 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:34662.00 total_reward_ma:31419.43 loss:0.00946 fps:1443 +frame:4.21e+06 wall_t:2918 t:263125 epi:nan +opt_step:65760 lr:0.0001448 clip_eps:0.1 entropy:1.399 +2026-01-07 21:41:29 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:34643.00 total_reward_ma:31486.20 loss:0.01518 fps:1443 +frame:4.22e+06 wall_t:2925 t:263750 epi:nan +opt_step:65920 lr:0.0001445 clip_eps:0.1 entropy:1.489 +2026-01-07 21:41:36 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:34754.00 total_reward_ma:31554.71 loss:0.01335 fps:1443 +frame:4.23e+06 wall_t:2932 t:264375 epi:nan +opt_step:66080 lr:0.0001443 clip_eps:0.1 entropy:1.482 +2026-01-07 21:41:44 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:35012.00 total_reward_ma:31626.30 loss:0.01209 fps:1442 +frame:4.24e+06 wall_t:2940 t:265000 epi:nan +opt_step:66240 lr:0.000144 clip_eps:0.1 entropy:1.433 +2026-01-07 21:41:52 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:35477.00 total_reward_ma:31700.06 loss:0.0338 fps:1442 +frame:4.25e+06 wall_t:2947 t:265625 epi:nan +opt_step:66400 lr:0.0001438 clip_eps:0.1 entropy:1.109 +2026-01-07 21:41:59 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:35459.50 total_reward_ma:31773.64 loss:0.0005833 fps:1442 +frame:4.26e+06 wall_t:2955 t:266250 epi:nan +opt_step:66560 lr:0.0001435 clip_eps:0.1 entropy:1.335 +2026-01-07 21:42:05 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:35009.50 total_reward_ma:31838.99 loss:0.007947 fps:1442 +frame:4.27e+06 wall_t:2961 t:266875 epi:nan +opt_step:66688 lr:0.0001433 clip_eps:0.1 entropy:1.202 +2026-01-07 21:42:13 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:34609.50 total_reward_ma:31898.61 loss:0.02078 fps:1442 +frame:4.28e+06 wall_t:2969 t:267500 epi:nan +opt_step:66848 lr:0.000143 clip_eps:0.1 entropy:1.249 +2026-01-07 21:42:21 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:34779.00 total_reward_ma:31957.98 loss:0.02895 fps:1442 +frame:4.29e+06 wall_t:2976 t:268125 epi:nan +opt_step:67008 lr:0.0001428 clip_eps:0.1 entropy:1.173 +2026-01-07 21:42:28 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:35049.00 total_reward_ma:32011.06 loss:-3.913e-05 fps:1442 +frame:4.30e+06 wall_t:2983 t:268750 epi:nan +opt_step:67168 lr:0.0001425 clip_eps:0.1 entropy:1.39 +2026-01-07 21:42:35 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:35072.50 total_reward_ma:32061.25 loss:0.004833 fps:1441 +frame:4.31e+06 wall_t:2990 t:269375 epi:nan +opt_step:67328 lr:0.0001423 clip_eps:0.1 entropy:1.681 +2026-01-07 21:42:42 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:34969.00 total_reward_ma:32110.40 loss:0.02502 fps:1441 +frame:4.32e+06 wall_t:2997 t:270000 epi:nan +opt_step:67488 lr:0.000142 clip_eps:0.1 entropy:1.275 +2026-01-07 21:42:49 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:34457.50 total_reward_ma:32153.53 loss:0.03454 fps:1441 +frame:4.33e+06 wall_t:3005 t:270625 epi:nan +opt_step:67648 lr:0.0001418 clip_eps:0.1 entropy:1.216 +2026-01-07 21:42:56 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:34690.00 total_reward_ma:32199.45 loss:0.03516 fps:1441 +frame:4.34e+06 wall_t:3012 t:271250 epi:nan +opt_step:67808 lr:0.0001415 clip_eps:0.1 entropy:1.261 +2026-01-07 21:43:03 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:34874.00 total_reward_ma:32245.38 loss:0.0356 fps:1441 +frame:4.35e+06 wall_t:3019 t:271875 epi:nan +opt_step:67968 lr:0.0001413 clip_eps:0.1 entropy:1.191 +2026-01-07 21:43:09 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:34518.50 total_reward_ma:32288.38 loss:0.01671 fps:1441 +frame:4.36e+06 wall_t:3025 t:272500 epi:nan +opt_step:68096 lr:0.000141 clip_eps:0.1 entropy:1.274 +2026-01-07 21:43:17 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:34756.00 total_reward_ma:32328.22 loss:0.0164 fps:1441 +frame:4.37e+06 wall_t:3032 t:273125 epi:nan +opt_step:68256 lr:0.0001408 clip_eps:0.1 entropy:1.164 +2026-01-07 21:43:23 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:35175.00 total_reward_ma:32370.83 loss:0.03086 fps:1442 +frame:4.38e+06 wall_t:3038 t:273750 epi:nan +opt_step:68416 lr:0.0001405 clip_eps:0.1 entropy:1.321 +2026-01-07 21:43:30 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:35066.50 total_reward_ma:32412.46 loss:0.0163 fps:1441 +frame:4.39e+06 wall_t:3046 t:274375 epi:nan +opt_step:68576 lr:0.0001403 clip_eps:0.1 entropy:1.343 +2026-01-07 21:43:38 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:35589.50 total_reward_ma:32455.89 loss:0.02577 fps:1441 +frame:4.40e+06 wall_t:3053 t:275000 epi:nan +opt_step:68736 lr:0.00014 clip_eps:0.1 entropy:1.63 +2026-01-07 21:43:46 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:35952.50 total_reward_ma:32505.72 loss:0.005987 fps:1440 +frame:4.41e+06 wall_t:3062 t:275625 epi:nan +opt_step:68896 lr:0.0001398 clip_eps:0.1 entropy:1.223 +2026-01-07 21:43:53 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:36046.00 total_reward_ma:32558.20 loss:0.05168 fps:1440 +frame:4.42e+06 wall_t:3069 t:276250 epi:nan +opt_step:69056 lr:0.0001395 clip_eps:0.1 entropy:1.284 +2026-01-07 21:44:01 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:36596.50 total_reward_ma:32615.93 loss:0.01679 fps:1440 +frame:4.43e+06 wall_t:3077 t:276875 epi:nan +opt_step:69216 lr:0.0001393 clip_eps:0.1 entropy:1.368 +2026-01-07 21:44:08 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:36519.00 total_reward_ma:32678.53 loss:0.03016 fps:1440 +frame:4.44e+06 wall_t:3083 t:277500 epi:nan +opt_step:69344 lr:0.000139 clip_eps:0.1 entropy:1.231 +2026-01-07 21:44:14 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:36479.00 total_reward_ma:32742.51 loss:0.02031 fps:1440 +frame:4.45e+06 wall_t:3090 t:278125 epi:nan +opt_step:69504 lr:0.0001388 clip_eps:0.1 entropy:1.393 +2026-01-07 21:44:21 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:36352.00 total_reward_ma:32805.86 loss:0.007852 fps:1440 +frame:4.46e+06 wall_t:3097 t:278750 epi:nan +opt_step:69664 lr:0.0001385 clip_eps:0.1 entropy:1.56 +2026-01-07 21:44:28 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:36300.50 total_reward_ma:32867.20 loss:0.02384 fps:1441 +frame:4.47e+06 wall_t:3103 t:279375 epi:nan +opt_step:69824 lr:0.0001383 clip_eps:0.1 entropy:1.522 +2026-01-07 21:44:35 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:36634.50 total_reward_ma:32934.35 loss:0.008642 fps:1440 +frame:4.48e+06 wall_t:3111 t:280000 epi:nan +opt_step:69984 lr:0.000138 clip_eps:0.1 entropy:1.4 +2026-01-07 21:44:43 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:36970.50 total_reward_ma:33000.07 loss:0.0001451 fps:1440 +frame:4.49e+06 wall_t:3118 t:280625 epi:nan +opt_step:70144 lr:0.0001378 clip_eps:0.1 entropy:1.536 +2026-01-07 21:44:49 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:37055.00 total_reward_ma:33065.23 loss:0.02863 fps:1440 +frame:4.50e+06 wall_t:3125 t:281250 epi:nan +opt_step:70304 lr:0.0001375 clip_eps:0.1 entropy:1.316 +2026-01-07 21:44:55 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:37055.00 total_reward_ma:33127.09 loss:0.01512 fps:1440 +frame:4.51e+06 wall_t:3131 t:281875 epi:nan +opt_step:70464 lr:0.0001373 clip_eps:0.1 entropy:1.45 +2026-01-07 21:45:02 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:37289.00 total_reward_ma:33192.51 loss:0.02261 fps:1441 +frame:4.52e+06 wall_t:3137 t:282500 epi:nan +opt_step:70624 lr:0.000137 clip_eps:0.1 entropy:1.297 +2026-01-07 21:45:08 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:37706.50 total_reward_ma:33256.24 loss:0.0154 fps:1441 +frame:4.53e+06 wall_t:3143 t:283125 epi:nan +opt_step:70752 lr:0.0001368 clip_eps:0.1 entropy:1.432 +2026-01-07 21:45:15 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:38076.00 total_reward_ma:33323.41 loss:0.04568 fps:1441 +frame:4.54e+06 wall_t:3150 t:283750 epi:nan +opt_step:70912 lr:0.0001365 clip_eps:0.1 entropy:1.198 +2026-01-07 21:45:23 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:38283.00 total_reward_ma:33392.79 loss:0.01591 fps:1440 +frame:4.55e+06 wall_t:3159 t:284375 epi:nan +opt_step:71072 lr:0.0001363 clip_eps:0.1 entropy:1.26 +2026-01-07 21:45:30 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:39295.00 total_reward_ma:33470.98 loss:0.02128 fps:1440 +frame:4.56e+06 wall_t:3166 t:285000 epi:nan +opt_step:71232 lr:0.000136 clip_eps:0.1 entropy:1.266 +2026-01-07 21:45:37 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:39206.00 total_reward_ma:33550.80 loss:0.02406 fps:1440 +frame:4.57e+06 wall_t:3173 t:285625 epi:nan +opt_step:71392 lr:0.0001358 clip_eps:0.1 entropy:1.143 +2026-01-07 21:45:44 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:39206.00 total_reward_ma:33634.93 loss:0.03225 fps:1440 +frame:4.58e+06 wall_t:3180 t:286250 epi:nan +opt_step:71552 lr:0.0001355 clip_eps:0.1 entropy:1.24 +2026-01-07 21:45:52 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:38880.00 total_reward_ma:33716.05 loss:0.03376 fps:1440 +frame:4.59e+06 wall_t:3187 t:286875 epi:nan +opt_step:71712 lr:0.0001353 clip_eps:0.1 entropy:1.526 +2026-01-07 21:45:58 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:38784.50 total_reward_ma:33798.00 loss:0.03779 fps:1440 +frame:4.60e+06 wall_t:3194 t:287500 epi:nan +opt_step:71872 lr:0.000135 clip_eps:0.1 entropy:1.227 +2026-01-07 21:46:05 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:38405.00 total_reward_ma:33877.73 loss:0.02569 fps:1441 +frame:4.61e+06 wall_t:3200 t:288125 epi:nan +opt_step:72000 lr:0.0001348 clip_eps:0.1 entropy:1.175 +2026-01-07 21:46:12 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:38672.00 total_reward_ma:33963.14 loss:0.01248 fps:1440 +frame:4.62e+06 wall_t:3208 t:288750 epi:nan +opt_step:72160 lr:0.0001345 clip_eps:0.1 entropy:1.418 +2026-01-07 21:46:20 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:39050.00 total_reward_ma:34046.80 loss:0.02719 fps:1440 +frame:4.63e+06 wall_t:3215 t:289375 epi:nan +opt_step:72320 lr:0.0001343 clip_eps:0.1 entropy:1.262 +2026-01-07 21:46:27 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:39061.50 total_reward_ma:34130.57 loss:0.03629 fps:1440 +frame:4.64e+06 wall_t:3223 t:290000 epi:nan +opt_step:72480 lr:0.000134 clip_eps:0.1 entropy:1.3 +2026-01-07 21:46:34 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:39356.50 total_reward_ma:34219.50 loss:0.01872 fps:1440 +frame:4.65e+06 wall_t:3229 t:290625 epi:nan +opt_step:72640 lr:0.0001338 clip_eps:0.1 entropy:1.253 +2026-01-07 21:46:41 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:39340.50 total_reward_ma:34304.27 loss:0.01786 fps:1440 +frame:4.66e+06 wall_t:3236 t:291250 epi:nan +opt_step:72800 lr:0.0001335 clip_eps:0.1 entropy:1.469 +2026-01-07 21:46:48 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:39279.00 total_reward_ma:34392.95 loss:0.01573 fps:1440 +frame:4.67e+06 wall_t:3244 t:291875 epi:nan +opt_step:72960 lr:0.0001333 clip_eps:0.1 entropy:1.401 +2026-01-07 21:46:55 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:39243.00 total_reward_ma:34482.73 loss:0.01379 fps:1440 +frame:4.68e+06 wall_t:3251 t:292500 epi:nan +opt_step:73120 lr:0.000133 clip_eps:0.1 entropy:1.236 +2026-01-07 21:47:03 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:39567.50 total_reward_ma:34576.98 loss:0.0355 fps:1440 +frame:4.69e+06 wall_t:3258 t:293125 epi:nan +opt_step:73280 lr:0.0001328 clip_eps:0.1 entropy:1.353 +2026-01-07 21:47:10 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:39776.50 total_reward_ma:34672.93 loss:0.001865 fps:1440 +frame:4.70e+06 wall_t:3265 t:293750 epi:nan +opt_step:73408 lr:0.0001325 clip_eps:0.1 entropy:1.523 +2026-01-07 21:47:17 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:39642.00 total_reward_ma:34771.22 loss:0.02125 fps:1439 +frame:4.71e+06 wall_t:3273 t:294375 epi:nan +opt_step:73568 lr:0.0001323 clip_eps:0.1 entropy:1.261 +2026-01-07 21:47:24 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:39712.50 total_reward_ma:34866.12 loss:0.02699 fps:1439 +frame:4.72e+06 wall_t:3279 t:295000 epi:nan +opt_step:73728 lr:0.000132 clip_eps:0.1 entropy:1.271 +2026-01-07 21:47:30 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:39617.50 total_reward_ma:34960.30 loss:0.01932 fps:1439 +frame:4.73e+06 wall_t:3286 t:295625 epi:nan +opt_step:73888 lr:0.0001318 clip_eps:0.1 entropy:1.559 +2026-01-07 21:47:37 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:40032.00 total_reward_ma:35060.46 loss:0.01672 fps:1439 +frame:4.74e+06 wall_t:3293 t:296250 epi:nan +opt_step:74048 lr:0.0001315 clip_eps:0.1 entropy:1.394 +2026-01-07 21:47:44 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:40348.50 total_reward_ma:35161.16 loss:0.05563 fps:1439 +frame:4.75e+06 wall_t:3300 t:296875 epi:nan +opt_step:74208 lr:0.0001313 clip_eps:0.1 entropy:1.481 +2026-01-07 21:47:52 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:40339.00 total_reward_ma:35255.20 loss:0.03993 fps:1439 +frame:4.76e+06 wall_t:3307 t:297500 epi:nan +opt_step:74368 lr:0.000131 clip_eps:0.1 entropy:1.37 +2026-01-07 21:47:58 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:40486.00 total_reward_ma:35351.14 loss:0.02094 fps:1439 +frame:4.77e+06 wall_t:3314 t:298125 epi:nan +opt_step:74528 lr:0.0001308 clip_eps:0.1 entropy:1.409 +2026-01-07 21:48:05 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:40514.00 total_reward_ma:35450.73 loss:0.02157 fps:1439 +frame:4.78e+06 wall_t:3321 t:298750 epi:nan +opt_step:74656 lr:0.0001306 clip_eps:0.1 entropy:1.71 +2026-01-07 21:48:11 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:40786.00 total_reward_ma:35552.18 loss:0.005927 fps:1440 +frame:4.79e+06 wall_t:3327 t:299375 epi:nan +opt_step:74816 lr:0.0001303 clip_eps:0.1 entropy:1.524 +2026-01-07 21:48:18 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:40660.00 total_reward_ma:35650.09 loss:0.0078 fps:1440 +frame:4.80e+06 wall_t:3334 t:300000 epi:nan +opt_step:74976 lr:0.00013 clip_eps:0.1 entropy:1.494 +2026-01-07 21:48:26 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:40566.50 total_reward_ma:35745.91 loss:0.01691 fps:1439 +frame:4.81e+06 wall_t:3342 t:300625 epi:nan +opt_step:75136 lr:0.0001298 clip_eps:0.1 entropy:1.344 +2026-01-07 21:48:34 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:40839.00 total_reward_ma:35841.68 loss:0.03191 fps:1439 +frame:4.82e+06 wall_t:3350 t:301250 epi:nan +opt_step:75296 lr:0.0001295 clip_eps:0.1 entropy:1.421 +2026-01-07 21:48:42 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:41001.50 total_reward_ma:35938.89 loss:0.02963 fps:1439 +frame:4.83e+06 wall_t:3357 t:301875 epi:nan +opt_step:75456 lr:0.0001293 clip_eps:0.1 entropy:1.352 +2026-01-07 21:48:49 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:40692.50 total_reward_ma:36036.43 loss:-0.002145 fps:1439 +frame:4.84e+06 wall_t:3364 t:302500 epi:nan +opt_step:75616 lr:0.000129 clip_eps:0.1 entropy:1.323 +2026-01-07 21:48:55 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:40556.00 total_reward_ma:36133.08 loss:0.03891 fps:1439 +frame:4.85e+06 wall_t:3371 t:303125 epi:nan +opt_step:75776 lr:0.0001288 clip_eps:0.1 entropy:1.268 +2026-01-07 21:49:02 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:40556.00 total_reward_ma:36228.92 loss:0.01203 fps:1439 +frame:4.86e+06 wall_t:3377 t:303750 epi:nan +opt_step:75936 lr:0.0001285 clip_eps:0.1 entropy:1.322 +2026-01-07 21:49:08 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:40556.00 total_reward_ma:36320.04 loss:0.009781 fps:1439 +frame:4.87e+06 wall_t:3384 t:304375 epi:nan +opt_step:76064 lr:0.0001283 clip_eps:0.1 entropy:1.492 +2026-01-07 21:49:15 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:40785.50 total_reward_ma:36413.40 loss:0.01862 fps:1439 +frame:4.88e+06 wall_t:3391 t:305000 epi:nan +opt_step:76224 lr:0.000128 clip_eps:0.1 entropy:1.479 +2026-01-07 21:49:22 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:39980.00 total_reward_ma:36498.87 loss:0.06258 fps:1439 +frame:4.89e+06 wall_t:3398 t:305625 epi:nan +opt_step:76384 lr:0.0001278 clip_eps:0.1 entropy:1.631 +2026-01-07 21:49:30 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:39799.00 total_reward_ma:36578.02 loss:0.03103 fps:1439 +frame:4.90e+06 wall_t:3406 t:306250 epi:nan +opt_step:76544 lr:0.0001275 clip_eps:0.1 entropy:1.474 +2026-01-07 21:49:37 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:39221.50 total_reward_ma:36652.14 loss:0.06578 fps:1439 +frame:4.91e+06 wall_t:3412 t:306875 epi:nan +opt_step:76704 lr:0.0001273 clip_eps:0.1 entropy:1.336 +2026-01-07 21:49:44 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:38046.00 total_reward_ma:36708.73 loss:0.03101 fps:1439 +frame:4.92e+06 wall_t:3419 t:307500 epi:nan +opt_step:76864 lr:0.000127 clip_eps:0.1 entropy:1.339 +2026-01-07 21:49:51 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:37829.00 total_reward_ma:36769.13 loss:0.02303 fps:1439 +frame:4.93e+06 wall_t:3427 t:308125 epi:nan +opt_step:77024 lr:0.0001268 clip_eps:0.1 entropy:1.028 +2026-01-07 21:49:58 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:37586.50 total_reward_ma:36821.25 loss:0.01848 fps:1439 +frame:4.94e+06 wall_t:3434 t:308750 epi:nan +opt_step:77184 lr:0.0001265 clip_eps:0.1 entropy:1.269 +2026-01-07 21:50:05 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:37653.50 total_reward_ma:36871.48 loss:0.0175 fps:1439 +frame:4.95e+06 wall_t:3441 t:309375 epi:nan +opt_step:77312 lr:0.0001263 clip_eps:0.1 entropy:1.704 +2026-01-07 21:50:13 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:37032.00 total_reward_ma:36916.27 loss:0.02137 fps:1439 +frame:4.96e+06 wall_t:3448 t:310000 epi:nan +opt_step:77472 lr:0.000126 clip_eps:0.1 entropy:1.442 +2026-01-07 21:50:20 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:36676.00 total_reward_ma:36956.47 loss:0.02846 fps:1438 +frame:4.97e+06 wall_t:3456 t:310625 epi:nan +opt_step:77632 lr:0.0001258 clip_eps:0.1 entropy:1.399 +2026-01-07 21:50:26 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:37113.00 total_reward_ma:36997.16 loss:0.01923 fps:1438 +frame:4.98e+06 wall_t:3462 t:311250 epi:nan +opt_step:77792 lr:0.0001255 clip_eps:0.1 entropy:1.239 +2026-01-07 21:50:34 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:37151.50 total_reward_ma:37038.25 loss:0.008346 fps:1438 +frame:4.99e+06 wall_t:3470 t:311875 epi:nan +opt_step:77952 lr:0.0001253 clip_eps:0.1 entropy:1.603 +2026-01-07 21:50:41 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:37268.50 total_reward_ma:37072.89 loss:0.008766 fps:1438 +frame:5.00e+06 wall_t:3476 t:312500 epi:nan +opt_step:78112 lr:0.000125 clip_eps:0.1 entropy:1.637 +2026-01-07 21:50:47 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:37195.00 total_reward_ma:37107.13 loss:0.03297 fps:1438 +frame:5.01e+06 wall_t:3483 t:313125 epi:nan +opt_step:78272 lr:0.0001248 clip_eps:0.1 entropy:1.396 +2026-01-07 21:50:54 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:37330.00 total_reward_ma:37139.05 loss:0.01838 fps:1438 +frame:5.02e+06 wall_t:3490 t:313750 epi:nan +opt_step:78432 lr:0.0001245 clip_eps:0.1 entropy:1.661 +2026-01-07 21:51:01 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:37166.50 total_reward_ma:37163.89 loss:0.007389 fps:1438 +frame:5.03e+06 wall_t:3497 t:314375 epi:nan +opt_step:78592 lr:0.0001243 clip_eps:0.1 entropy:1.442 +2026-01-07 21:51:09 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:36891.50 total_reward_ma:37188.57 loss:0.03715 fps:1438 +frame:5.04e+06 wall_t:3504 t:315000 epi:nan +opt_step:78720 lr:0.000124 clip_eps:0.1 entropy:1.306 +2026-01-07 21:51:15 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:36638.00 total_reward_ma:37212.77 loss:0.02777 fps:1438 +frame:5.05e+06 wall_t:3511 t:315625 epi:nan +opt_step:78880 lr:0.0001238 clip_eps:0.1 entropy:1.438 +2026-01-07 21:51:22 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:36645.50 total_reward_ma:37236.80 loss:0.01661 fps:1438 +frame:5.06e+06 wall_t:3518 t:316250 epi:nan +opt_step:79040 lr:0.0001235 clip_eps:0.1 entropy:1.447 +2026-01-07 21:51:29 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:36650.50 total_reward_ma:37262.91 loss:0.000116 fps:1438 +frame:5.07e+06 wall_t:3525 t:316875 epi:nan +opt_step:79200 lr:0.0001233 clip_eps:0.1 entropy:1.652 +2026-01-07 21:51:35 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:35693.50 total_reward_ma:37279.43 loss:-0.001787 fps:1439 +frame:5.08e+06 wall_t:3531 t:317500 epi:nan +opt_step:79360 lr:0.000123 clip_eps:0.1 entropy:1.709 +2026-01-07 21:51:42 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:35288.50 total_reward_ma:37291.43 loss:0.009725 fps:1439 +frame:5.09e+06 wall_t:3538 t:318125 epi:nan +opt_step:79520 lr:0.0001228 clip_eps:0.1 entropy:1.613 +2026-01-07 21:51:49 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:34668.00 total_reward_ma:37290.34 loss:0.01347 fps:1439 +frame:5.10e+06 wall_t:3545 t:318750 epi:nan +opt_step:79680 lr:0.0001225 clip_eps:0.1 entropy:1.428 +2026-01-07 21:51:57 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:34292.00 total_reward_ma:37287.34 loss:0.03329 fps:1439 +frame:5.11e+06 wall_t:3552 t:319375 epi:nan +opt_step:79840 lr:0.0001223 clip_eps:0.1 entropy:1.288 +2026-01-07 21:52:03 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:34287.00 total_reward_ma:37289.32 loss:-0.00136 fps:1439 +frame:5.12e+06 wall_t:3559 t:320000 epi:nan +opt_step:80000 lr:0.000122 clip_eps:0.1 entropy:1.361 +2026-01-07 21:52:09 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:33997.00 total_reward_ma:37286.14 loss:0.02854 fps:1439 +frame:5.13e+06 wall_t:3565 t:320625 epi:nan +opt_step:80128 lr:0.0001218 clip_eps:0.1 entropy:1.413 +2026-01-07 21:52:17 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:34211.00 total_reward_ma:37287.41 loss:0.01956 fps:1439 +frame:5.14e+06 wall_t:3572 t:321250 epi:nan +opt_step:80288 lr:0.0001215 clip_eps:0.1 entropy:1.456 +2026-01-07 21:52:23 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:34075.00 total_reward_ma:37286.70 loss:0.0255 fps:1439 +frame:5.15e+06 wall_t:3578 t:321875 epi:nan +opt_step:80448 lr:0.0001213 clip_eps:0.1 entropy:1.36 +2026-01-07 21:52:29 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:33899.00 total_reward_ma:37282.71 loss:0.03042 fps:1439 +frame:5.16e+06 wall_t:3585 t:322500 epi:nan +opt_step:80608 lr:0.000121 clip_eps:0.1 entropy:1.265 +2026-01-07 21:52:37 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:34189.50 total_reward_ma:37283.36 loss:0.02934 fps:1439 +frame:5.17e+06 wall_t:3592 t:323125 epi:nan +opt_step:80768 lr:0.0001208 clip_eps:0.1 entropy:1.082 +2026-01-07 21:52:44 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:34473.00 total_reward_ma:37283.89 loss:0.01933 fps:1439 +frame:5.18e+06 wall_t:3600 t:323750 epi:nan +opt_step:80928 lr:0.0001205 clip_eps:0.1 entropy:1.156 +2026-01-07 21:52:53 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:34919.50 total_reward_ma:37289.59 loss:0.019 fps:1438 +frame:5.19e+06 wall_t:3608 t:324375 epi:nan +opt_step:81088 lr:0.0001203 clip_eps:0.1 entropy:1.293 +2026-01-07 21:53:00 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:34656.00 total_reward_ma:37292.74 loss:0.02716 fps:1438 +frame:5.20e+06 wall_t:3616 t:325000 epi:nan +opt_step:81248 lr:0.00012 clip_eps:0.1 entropy:1.503 +2026-01-07 21:53:06 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:34510.00 total_reward_ma:37291.22 loss:0.005741 fps:1438 +frame:5.21e+06 wall_t:3622 t:325625 epi:nan +opt_step:81376 lr:0.0001198 clip_eps:0.1 entropy:1.401 +2026-01-07 21:53:13 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:34989.00 total_reward_ma:37294.68 loss:0.00396 fps:1438 +frame:5.22e+06 wall_t:3629 t:326250 epi:nan +opt_step:81536 lr:0.0001195 clip_eps:0.1 entropy:1.417 +2026-01-07 21:53:20 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:34867.50 total_reward_ma:37295.82 loss:0.03549 fps:1439 +frame:5.23e+06 wall_t:3635 t:326875 epi:nan +opt_step:81696 lr:0.0001193 clip_eps:0.1 entropy:1.703 +2026-01-07 21:53:27 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:34737.50 total_reward_ma:37293.07 loss:0.005402 fps:1439 +frame:5.24e+06 wall_t:3642 t:327500 epi:nan +opt_step:81856 lr:0.000119 clip_eps:0.1 entropy:1.457 +2026-01-07 21:53:33 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:34976.50 total_reward_ma:37288.07 loss:-0.004736 fps:1439 +frame:5.25e+06 wall_t:3649 t:328125 epi:nan +opt_step:82016 lr:0.0001188 clip_eps:0.1 entropy:1.562 +2026-01-07 21:53:41 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:35251.00 total_reward_ma:37285.98 loss:0.0276 fps:1439 +frame:5.26e+06 wall_t:3656 t:328750 epi:nan +opt_step:82176 lr:0.0001185 clip_eps:0.1 entropy:1.252 +2026-01-07 21:53:47 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:35182.00 total_reward_ma:37287.70 loss:0.007188 fps:1439 +frame:5.27e+06 wall_t:3663 t:329375 epi:nan +opt_step:82336 lr:0.0001183 clip_eps:0.1 entropy:1.256 +2026-01-07 21:53:54 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:35338.50 total_reward_ma:37295.00 loss:0.02617 fps:1439 +frame:5.28e+06 wall_t:3670 t:330000 epi:nan +opt_step:82496 lr:0.000118 clip_eps:0.1 entropy:1.298 +2026-01-07 21:54:00 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:35621.00 total_reward_ma:37303.41 loss:0.04263 fps:1439 +frame:5.29e+06 wall_t:3676 t:330625 epi:nan +opt_step:82656 lr:0.0001178 clip_eps:0.1 entropy:1.309 +2026-01-07 21:54:06 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:35472.00 total_reward_ma:37307.64 loss:0.02286 fps:1439 +frame:5.30e+06 wall_t:3682 t:331250 epi:nan +opt_step:82784 lr:0.0001175 clip_eps:0.1 entropy:1.38 +2026-01-07 21:54:13 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:35862.50 total_reward_ma:37315.55 loss:0.02326 fps:1439 +frame:5.31e+06 wall_t:3689 t:331875 epi:nan +opt_step:82944 lr:0.0001173 clip_eps:0.1 entropy:1.43 +2026-01-07 21:54:21 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:35669.50 total_reward_ma:37322.55 loss:0.0007181 fps:1439 +frame:5.32e+06 wall_t:3697 t:332500 epi:nan +opt_step:83104 lr:0.000117 clip_eps:0.1 entropy:1.383 +2026-01-07 21:54:29 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:35331.50 total_reward_ma:37331.29 loss:0.03482 fps:1439 +frame:5.33e+06 wall_t:3704 t:333125 epi:nan +opt_step:83264 lr:0.0001168 clip_eps:0.1 entropy:1.341 +2026-01-07 21:54:35 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:35331.50 total_reward_ma:37337.70 loss:0.008752 fps:1439 +frame:5.34e+06 wall_t:3710 t:333750 epi:nan +opt_step:83424 lr:0.0001165 clip_eps:0.1 entropy:1.312 +2026-01-07 21:54:41 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:35314.50 total_reward_ma:37342.11 loss:0.004387 fps:1439 +frame:5.35e+06 wall_t:3717 t:334375 epi:nan +opt_step:83584 lr:0.0001163 clip_eps:0.1 entropy:1.282 +2026-01-07 21:54:48 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:35606.50 total_reward_ma:37352.99 loss:0.02564 fps:1440 +frame:5.36e+06 wall_t:3723 t:335000 epi:nan +opt_step:83744 lr:0.000116 clip_eps:0.1 entropy:1.462 +2026-01-07 21:54:54 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:35340.50 total_reward_ma:37358.84 loss:0.02878 fps:1440 +frame:5.37e+06 wall_t:3729 t:335625 epi:nan +opt_step:83904 lr:0.0001158 clip_eps:0.1 entropy:1.17 +2026-01-07 21:55:00 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:35572.00 total_reward_ma:37362.80 loss:0.0282 fps:1440 +frame:5.38e+06 wall_t:3736 t:336250 epi:nan +opt_step:84032 lr:0.0001155 clip_eps:0.1 entropy:1.721 +2026-01-07 21:55:07 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:35456.00 total_reward_ma:37366.70 loss:0.01092 fps:1440 +frame:5.39e+06 wall_t:3743 t:336875 epi:nan +opt_step:84192 lr:0.0001153 clip_eps:0.1 entropy:1.622 +2026-01-07 21:55:15 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:35447.50 total_reward_ma:37365.28 loss:0.01788 fps:1440 +frame:5.40e+06 wall_t:3751 t:337500 epi:nan +opt_step:84352 lr:0.000115 clip_eps:0.1 entropy:1.508 +2026-01-07 21:55:23 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:35451.00 total_reward_ma:37360.27 loss:0.009868 fps:1439 +frame:5.41e+06 wall_t:3759 t:338125 epi:nan +opt_step:84512 lr:0.0001148 clip_eps:0.1 entropy:1.393 +2026-01-07 21:55:30 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:35223.00 total_reward_ma:37352.04 loss:0.01617 fps:1439 +frame:5.42e+06 wall_t:3766 t:338750 epi:nan +opt_step:84672 lr:0.0001145 clip_eps:0.1 entropy:1.281 +2026-01-07 21:55:37 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:35142.50 total_reward_ma:37337.50 loss:0.01682 fps:1439 +frame:5.43e+06 wall_t:3773 t:339375 epi:nan +opt_step:84832 lr:0.0001143 clip_eps:0.1 entropy:1.541 +2026-01-07 21:55:46 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:35304.50 total_reward_ma:37325.35 loss:0.02286 fps:1439 +frame:5.44e+06 wall_t:3781 t:340000 epi:nan +opt_step:84992 lr:0.000114 clip_eps:0.1 entropy:1.486 +2026-01-07 21:55:52 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:35592.50 total_reward_ma:37316.48 loss:0.01675 fps:1439 +frame:5.45e+06 wall_t:3788 t:340625 epi:nan +opt_step:85152 lr:0.0001138 clip_eps:0.1 entropy:1.475 +2026-01-07 21:55:59 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:35642.50 total_reward_ma:37309.39 loss:0.02585 fps:1439 +frame:5.46e+06 wall_t:3795 t:341250 epi:nan +opt_step:85312 lr:0.0001135 clip_eps:0.1 entropy:1.181 +2026-01-07 21:56:06 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:36473.00 total_reward_ma:37311.11 loss:0.02434 fps:1439 +frame:5.47e+06 wall_t:3802 t:341875 epi:nan +opt_step:85440 lr:0.0001133 clip_eps:0.1 entropy:1.214 +2026-01-07 21:56:13 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:36165.00 total_reward_ma:37306.42 loss:0.009586 fps:1439 +frame:5.48e+06 wall_t:3809 t:342500 epi:nan +opt_step:85600 lr:0.000113 clip_eps:0.1 entropy:1.416 +2026-01-07 21:56:21 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:35965.50 total_reward_ma:37296.37 loss:0.006547 fps:1439 +frame:5.49e+06 wall_t:3816 t:343125 epi:nan +opt_step:85760 lr:0.0001128 clip_eps:0.1 entropy:1.286 +2026-01-07 21:56:27 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:35733.50 total_reward_ma:37283.16 loss:0.005361 fps:1439 +frame:5.50e+06 wall_t:3823 t:343750 epi:nan +opt_step:85920 lr:0.0001125 clip_eps:0.1 entropy:1.373 +2026-01-07 21:56:34 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:35815.00 total_reward_ma:37270.75 loss:0.02911 fps:1439 +frame:5.51e+06 wall_t:3830 t:344375 epi:nan +opt_step:86080 lr:0.0001123 clip_eps:0.1 entropy:1.162 +2026-01-07 21:56:41 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:35633.00 total_reward_ma:37254.20 loss:0.02618 fps:1439 +frame:5.52e+06 wall_t:3837 t:345000 epi:nan +opt_step:86240 lr:0.000112 clip_eps:0.1 entropy:1.359 +2026-01-07 21:56:49 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:35468.50 total_reward_ma:37231.82 loss:0.03422 fps:1438 +frame:5.53e+06 wall_t:3845 t:345625 epi:nan +opt_step:86400 lr:0.0001118 clip_eps:0.1 entropy:1.326 +2026-01-07 21:56:56 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:34556.50 total_reward_ma:37196.62 loss:0.01388 fps:1438 +frame:5.54e+06 wall_t:3852 t:346250 epi:nan +opt_step:86560 lr:0.0001115 clip_eps:0.1 entropy:1.332 +2026-01-07 21:57:02 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:34637.00 total_reward_ma:37160.16 loss:0.003667 fps:1439 +frame:5.55e+06 wall_t:3858 t:346875 epi:nan +opt_step:86688 lr:0.0001113 clip_eps:0.1 entropy:1.265 +2026-01-07 21:57:09 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:34729.00 total_reward_ma:37114.50 loss:0.01595 fps:1439 +frame:5.56e+06 wall_t:3864 t:347500 epi:nan +opt_step:86848 lr:0.000111 clip_eps:0.1 entropy:1.2 +2026-01-07 21:57:16 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:34814.00 total_reward_ma:37070.58 loss:0.007552 fps:1439 +frame:5.57e+06 wall_t:3872 t:348125 epi:nan +opt_step:87008 lr:0.0001108 clip_eps:0.1 entropy:1.473 +2026-01-07 21:57:23 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:34941.00 total_reward_ma:37027.93 loss:0.01566 fps:1439 +frame:5.58e+06 wall_t:3878 t:348750 epi:nan +opt_step:87168 lr:0.0001105 clip_eps:0.1 entropy:1.39 +2026-01-07 21:57:30 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:35157.00 total_reward_ma:36990.70 loss:0.04638 fps:1439 +frame:5.59e+06 wall_t:3885 t:349375 epi:nan +opt_step:87328 lr:0.0001103 clip_eps:0.1 entropy:1.332 +2026-01-07 21:57:37 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:35178.50 total_reward_ma:36954.64 loss:0.02343 fps:1438 +frame:5.60e+06 wall_t:3893 t:350000 epi:nan +opt_step:87488 lr:0.00011 clip_eps:0.1 entropy:1.229 +2026-01-07 21:57:44 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:35645.00 total_reward_ma:36927.04 loss:0.02654 fps:1438 +frame:5.61e+06 wall_t:3900 t:350625 epi:nan +opt_step:87648 lr:0.0001098 clip_eps:0.1 entropy:1.141 +2026-01-07 21:57:52 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:35298.00 total_reward_ma:36893.30 loss:0.02017 fps:1438 +frame:5.62e+06 wall_t:3907 t:351250 epi:nan +opt_step:87808 lr:0.0001095 clip_eps:0.1 entropy:1.161 +2026-01-07 21:57:58 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:35358.00 total_reward_ma:36856.38 loss:0.01416 fps:1438 +frame:5.63e+06 wall_t:3914 t:351875 epi:nan +opt_step:87968 lr:0.0001093 clip_eps:0.1 entropy:1.177 +2026-01-07 21:58:05 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:36252.00 total_reward_ma:36828.29 loss:0.02974 fps:1439 +frame:5.64e+06 wall_t:3920 t:352500 epi:nan +opt_step:88096 lr:0.000109 clip_eps:0.1 entropy:1.299 +2026-01-07 21:58:11 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:36419.50 total_reward_ma:36798.91 loss:0.05271 fps:1439 +frame:5.65e+06 wall_t:3927 t:353125 epi:nan +opt_step:88256 lr:0.0001088 clip_eps:0.1 entropy:1.105 +2026-01-07 21:58:18 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:36489.50 total_reward_ma:36770.41 loss:0.01692 fps:1439 +frame:5.66e+06 wall_t:3934 t:353750 epi:nan +opt_step:88416 lr:0.0001085 clip_eps:0.1 entropy:1.369 +2026-01-07 21:58:25 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:36875.00 total_reward_ma:36746.36 loss:0.03099 fps:1439 +frame:5.67e+06 wall_t:3940 t:354375 epi:nan +opt_step:88576 lr:0.0001083 clip_eps:0.1 entropy:1.321 +2026-01-07 21:58:31 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:37210.00 total_reward_ma:36726.04 loss:0.01467 fps:1439 +frame:5.68e+06 wall_t:3947 t:355000 epi:nan +opt_step:88736 lr:0.000108 clip_eps:0.1 entropy:1.4 +2026-01-07 21:58:39 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:37026.00 total_reward_ma:36700.62 loss:0.02434 fps:1439 +frame:5.69e+06 wall_t:3954 t:355625 epi:nan +opt_step:88896 lr:0.0001078 clip_eps:0.1 entropy:1.148 +2026-01-07 21:58:46 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:36798.00 total_reward_ma:36670.84 loss:0.03023 fps:1439 +frame:5.70e+06 wall_t:3961 t:356250 epi:nan +opt_step:89056 lr:0.0001075 clip_eps:0.1 entropy:1.403 +2026-01-07 21:58:53 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:36318.50 total_reward_ma:36637.60 loss:0.005985 fps:1439 +frame:5.71e+06 wall_t:3968 t:356875 epi:nan +opt_step:89216 lr:0.0001073 clip_eps:0.1 entropy:1.278 +2026-01-07 21:58:58 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:36181.50 total_reward_ma:36602.29 loss:0.03765 fps:1439 +frame:5.72e+06 wall_t:3974 t:357500 epi:nan +opt_step:89344 lr:0.000107 clip_eps:0.1 entropy:1.239 +2026-01-07 21:59:07 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:35917.50 total_reward_ma:36565.29 loss:0.0129 fps:1439 +frame:5.73e+06 wall_t:3982 t:358125 epi:nan +opt_step:89504 lr:0.0001068 clip_eps:0.1 entropy:1.26 +2026-01-07 21:59:15 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:35914.00 total_reward_ma:36524.11 loss:0.02745 fps:1439 +frame:5.74e+06 wall_t:3990 t:358750 epi:nan +opt_step:89664 lr:0.0001065 clip_eps:0.1 entropy:1.332 +2026-01-07 21:59:20 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:36133.50 total_reward_ma:36481.96 loss:-0.0006315 fps:1439 +frame:5.75e+06 wall_t:3996 t:359375 epi:nan +opt_step:89824 lr:0.0001063 clip_eps:0.1 entropy:1.455 +2026-01-07 21:59:26 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:36375.00 total_reward_ma:36442.32 loss:0.0298 fps:1439 +frame:5.76e+06 wall_t:4002 t:360000 epi:nan +opt_step:89984 lr:0.000106 clip_eps:0.1 entropy:1.07 +2026-01-07 21:59:33 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:36634.50 total_reward_ma:36403.80 loss:0.05541 fps:1440 +frame:5.77e+06 wall_t:4008 t:360625 epi:nan +opt_step:90144 lr:0.0001058 clip_eps:0.1 entropy:1.012 +2026-01-07 21:59:38 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:36830.00 total_reward_ma:36366.96 loss:0.02669 fps:1440 +frame:5.78e+06 wall_t:4014 t:361250 epi:nan +opt_step:90304 lr:0.0001055 clip_eps:0.1 entropy:1.11 +2026-01-07 21:59:44 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:37106.00 total_reward_ma:36330.16 loss:0.01022 fps:1440 +frame:5.79e+06 wall_t:4020 t:361875 epi:nan +opt_step:90464 lr:0.0001053 clip_eps:0.1 entropy:1.265 +2026-01-07 21:59:50 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:37264.00 total_reward_ma:36296.20 loss:0.02848 fps:1441 +frame:5.80e+06 wall_t:4026 t:362500 epi:nan +opt_step:90624 lr:0.000105 clip_eps:0.1 entropy:1.386 +2026-01-07 21:59:55 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:37264.00 total_reward_ma:36263.18 loss:0.01908 fps:1441 +frame:5.81e+06 wall_t:4031 t:363125 epi:nan +opt_step:90752 lr:0.0001048 clip_eps:0.1 entropy:1.6 +2026-01-07 22:00:01 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:37737.50 total_reward_ma:36232.16 loss:-0.01179 fps:1442 +frame:5.82e+06 wall_t:4037 t:363750 epi:nan +opt_step:90912 lr:0.0001045 clip_eps:0.1 entropy:1.863 +2026-01-07 22:00:07 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:37459.00 total_reward_ma:36196.74 loss:0.03022 fps:1442 +frame:5.83e+06 wall_t:4043 t:364375 epi:nan +opt_step:91072 lr:0.0001043 clip_eps:0.1 entropy:1.41 +2026-01-07 22:00:13 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:37449.50 total_reward_ma:36164.31 loss:0.02019 fps:1442 +frame:5.84e+06 wall_t:4049 t:365000 epi:nan +opt_step:91232 lr:0.000104 clip_eps:0.1 entropy:1.242 +2026-01-07 22:00:19 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:37680.00 total_reward_ma:36135.55 loss:0.009339 fps:1443 +frame:5.85e+06 wall_t:4055 t:365625 epi:nan +opt_step:91392 lr:0.0001038 clip_eps:0.1 entropy:1.324 +2026-01-07 22:00:25 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:37680.00 total_reward_ma:36106.79 loss:0.005608 fps:1443 +frame:5.86e+06 wall_t:4061 t:366250 epi:nan +opt_step:91552 lr:0.0001035 clip_eps:0.1 entropy:1.434 +2026-01-07 22:00:31 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:38291.00 total_reward_ma:36084.14 loss:0.03192 fps:1444 +frame:5.87e+06 wall_t:4066 t:366875 epi:nan +opt_step:91712 lr:0.0001033 clip_eps:0.1 entropy:1.356 +2026-01-07 22:00:37 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:38874.50 total_reward_ma:36065.03 loss:0.04173 fps:1444 +frame:5.88e+06 wall_t:4072 t:367500 epi:nan +opt_step:91872 lr:0.000103 clip_eps:0.1 entropy:1.165 +2026-01-07 22:00:42 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:38794.50 total_reward_ma:36053.18 loss:0.05119 fps:1444 +frame:5.89e+06 wall_t:4078 t:368125 epi:nan +opt_step:92000 lr:0.0001028 clip_eps:0.1 entropy:1.068 +2026-01-07 22:00:49 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:39663.50 total_reward_ma:36051.82 loss:0.02799 fps:1444 +frame:5.90e+06 wall_t:4085 t:368750 epi:nan +opt_step:92160 lr:0.0001025 clip_eps:0.1 entropy:1.131 +2026-01-07 22:00:55 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:40072.50 total_reward_ma:36060.33 loss:0.0259 fps:1445 +frame:5.91e+06 wall_t:4091 t:369375 epi:nan +opt_step:92320 lr:0.0001023 clip_eps:0.1 entropy:1.261 +2026-01-07 22:01:02 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:40552.50 total_reward_ma:36085.39 loss:0.03277 fps:1445 +frame:5.92e+06 wall_t:4097 t:370000 epi:nan +opt_step:92480 lr:0.000102 clip_eps:0.1 entropy:1.292 +2026-01-07 22:01:08 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:39952.50 total_reward_ma:36106.63 loss:0.01324 fps:1445 +frame:5.93e+06 wall_t:4104 t:370625 epi:nan +opt_step:92640 lr:0.0001018 clip_eps:0.1 entropy:1.331 +2026-01-07 22:01:15 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:39952.50 total_reward_ma:36130.29 loss:0.02876 fps:1445 +frame:5.94e+06 wall_t:4110 t:371250 epi:nan +opt_step:92800 lr:0.0001015 clip_eps:0.1 entropy:1.198 +2026-01-07 22:01:21 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:40184.00 total_reward_ma:36155.59 loss:0.02015 fps:1445 +frame:5.95e+06 wall_t:4117 t:371875 epi:nan +opt_step:92960 lr:0.0001013 clip_eps:0.1 entropy:1.225 +2026-01-07 22:01:26 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:39998.50 total_reward_ma:36185.26 loss:0.01717 fps:1446 +frame:5.96e+06 wall_t:4122 t:372500 epi:nan +opt_step:93120 lr:0.000101 clip_eps:0.1 entropy:1.334 +2026-01-07 22:01:32 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:40227.50 total_reward_ma:36220.77 loss:0.03005 fps:1446 +frame:5.97e+06 wall_t:4128 t:373125 epi:nan +opt_step:93280 lr:0.0001008 clip_eps:0.1 entropy:1.218 +2026-01-07 22:01:38 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:40068.50 total_reward_ma:36250.33 loss:0.01684 fps:1447 +frame:5.98e+06 wall_t:4134 t:373750 epi:nan +opt_step:93408 lr:0.0001005 clip_eps:0.1 entropy:1.203 +2026-01-07 22:01:44 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:40612.50 total_reward_ma:36284.94 loss:0.02327 fps:1447 +frame:5.99e+06 wall_t:4140 t:374375 epi:nan +opt_step:93568 lr:0.0001003 clip_eps:0.1 entropy:1.273 +2026-01-07 22:01:50 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:40501.50 total_reward_ma:36317.27 loss:0.02199 fps:1447 +frame:6.00e+06 wall_t:4146 t:375000 epi:nan +opt_step:93728 lr:0.0001 clip_eps:0.1 entropy:1.096 +2026-01-07 22:01:56 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:40851.00 total_reward_ma:36353.83 loss:0.01777 fps:1447 +frame:6.01e+06 wall_t:4152 t:375625 epi:nan +opt_step:93888 lr:9.978e-05 clip_eps:0.1 entropy:1.344 +2026-01-07 22:02:03 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:40267.00 total_reward_ma:36383.20 loss:0.008187 fps:1448 +frame:6.02e+06 wall_t:4158 t:376250 epi:nan +opt_step:94048 lr:9.952e-05 clip_eps:0.1 entropy:1.475 +2026-01-07 22:02:09 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:39931.50 total_reward_ma:36410.85 loss:0.03561 fps:1448 +frame:6.03e+06 wall_t:4165 t:376875 epi:nan +opt_step:94208 lr:9.927e-05 clip_eps:0.1 entropy:1.22 +2026-01-07 22:02:16 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:39931.50 total_reward_ma:36441.25 loss:0.02864 fps:1448 +frame:6.04e+06 wall_t:4171 t:377500 epi:nan +opt_step:94368 lr:9.901e-05 clip_eps:0.1 entropy:1.01 +2026-01-07 22:02:22 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:39929.50 total_reward_ma:36474.16 loss:0.03282 fps:1448 +frame:6.05e+06 wall_t:4177 t:378125 epi:nan +opt_step:94528 lr:9.876e-05 clip_eps:0.1 entropy:1.194 +2026-01-07 22:02:28 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:40088.00 total_reward_ma:36508.59 loss:0.02015 fps:1449 +frame:6.06e+06 wall_t:4183 t:378750 epi:nan +opt_step:94656 lr:9.855e-05 clip_eps:0.1 entropy:1.192 +2026-01-07 22:02:34 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:40514.00 total_reward_ma:36547.23 loss:0.01432 fps:1449 +frame:6.07e+06 wall_t:4189 t:379375 epi:nan +opt_step:94816 lr:9.829e-05 clip_eps:0.1 entropy:1.299 +2026-01-07 22:02:40 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:40523.50 total_reward_ma:36595.52 loss:0.01943 fps:1449 +frame:6.08e+06 wall_t:4195 t:380000 epi:nan +opt_step:94976 lr:9.804e-05 clip_eps:0.1 entropy:1.225 +2026-01-07 22:02:46 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:40734.50 total_reward_ma:36649.98 loss:0.005004 fps:1450 +frame:6.09e+06 wall_t:4201 t:380625 epi:nan +opt_step:95136 lr:9.778e-05 clip_eps:0.1 entropy:1.143 +2026-01-07 22:02:52 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:40741.50 total_reward_ma:36710.72 loss:0.02696 fps:1450 +frame:6.10e+06 wall_t:4207 t:381250 epi:nan +opt_step:95296 lr:9.753e-05 clip_eps:0.1 entropy:1.312 +2026-01-07 22:02:58 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:41240.00 total_reward_ma:36780.20 loss:0.02501 fps:1450 +frame:6.11e+06 wall_t:4213 t:381875 epi:nan +opt_step:95456 lr:9.727e-05 clip_eps:0.1 entropy:1.345 +2026-01-07 22:03:04 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:41084.50 total_reward_ma:36848.18 loss:0.05062 fps:1451 +frame:6.12e+06 wall_t:4219 t:382500 epi:nan +opt_step:95616 lr:9.701e-05 clip_eps:0.1 entropy:1.266 +2026-01-07 22:03:10 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:41755.50 total_reward_ma:36925.76 loss:0.02969 fps:1451 +frame:6.13e+06 wall_t:4226 t:383125 epi:nan +opt_step:95776 lr:9.676e-05 clip_eps:0.1 entropy:1.172 +2026-01-07 22:03:16 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:41910.50 total_reward_ma:37002.75 loss:0.01584 fps:1451 +frame:6.14e+06 wall_t:4232 t:383750 epi:nan +opt_step:95936 lr:9.65e-05 clip_eps:0.1 entropy:1.317 +2026-01-07 22:03:22 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:42007.00 total_reward_ma:37082.07 loss:0.01557 fps:1451 +frame:6.15e+06 wall_t:4237 t:384375 epi:nan +opt_step:96064 lr:9.63e-05 clip_eps:0.1 entropy:1.256 +2026-01-07 22:03:27 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:42531.00 total_reward_ma:37168.39 loss:0.01315 fps:1452 +frame:6.16e+06 wall_t:4243 t:385000 epi:nan +opt_step:96224 lr:9.604e-05 clip_eps:0.1 entropy:1.22 +2026-01-07 22:03:33 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:42125.00 total_reward_ma:37247.75 loss:0.0358 fps:1452 +frame:6.17e+06 wall_t:4248 t:385625 epi:nan +opt_step:96384 lr:9.579e-05 clip_eps:0.1 entropy:1.378 +2026-01-07 22:03:40 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:42664.00 total_reward_ma:37329.66 loss:0.07057 fps:1452 +frame:6.18e+06 wall_t:4255 t:386250 epi:nan +opt_step:96544 lr:9.553e-05 clip_eps:0.1 entropy:0.93 +2026-01-07 22:03:46 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43070.00 total_reward_ma:37411.16 loss:0.03407 fps:1452 +frame:6.19e+06 wall_t:4262 t:386875 epi:nan +opt_step:96704 lr:9.527e-05 clip_eps:0.1 entropy:1.221 +2026-01-07 22:03:53 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43166.00 total_reward_ma:37496.27 loss:0.03572 fps:1453 +frame:6.20e+06 wall_t:4268 t:387500 epi:nan +opt_step:96864 lr:9.502e-05 clip_eps:0.1 entropy:1.277 +2026-01-07 22:03:59 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43066.50 total_reward_ma:37581.83 loss:0.06005 fps:1453 +frame:6.21e+06 wall_t:4275 t:388125 epi:nan +opt_step:97024 lr:9.476e-05 clip_eps:0.1 entropy:1.001 +2026-01-07 22:04:06 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43335.00 total_reward_ma:37665.29 loss:0.03529 fps:1453 +frame:6.22e+06 wall_t:4281 t:388750 epi:nan +opt_step:97184 lr:9.451e-05 clip_eps:0.1 entropy:0.9702 +2026-01-07 22:04:12 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43325.50 total_reward_ma:37749.87 loss:0.01408 fps:1453 +frame:6.23e+06 wall_t:4287 t:389375 epi:nan +opt_step:97312 lr:9.43e-05 clip_eps:0.1 entropy:1.132 +2026-01-07 22:04:19 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43459.00 total_reward_ma:37837.09 loss:-0.001541 fps:1453 +frame:6.24e+06 wall_t:4294 t:390000 epi:nan +opt_step:97472 lr:9.404e-05 clip_eps:0.1 entropy:1.335 +2026-01-07 22:04:25 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43947.00 total_reward_ma:37926.79 loss:0.0146 fps:1453 +frame:6.25e+06 wall_t:4301 t:390625 epi:nan +opt_step:97632 lr:9.379e-05 clip_eps:0.1 entropy:1.256 +2026-01-07 22:04:31 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43774.00 total_reward_ma:38012.02 loss:0.01768 fps:1453 +frame:6.26e+06 wall_t:4307 t:391250 epi:nan +opt_step:97792 lr:9.353e-05 clip_eps:0.1 entropy:1.243 +2026-01-07 22:04:38 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43680.50 total_reward_ma:38097.00 loss:0.02085 fps:1454 +frame:6.27e+06 wall_t:4313 t:391875 epi:nan +opt_step:97952 lr:9.328e-05 clip_eps:0.1 entropy:1.032 +2026-01-07 22:04:44 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43680.50 total_reward_ma:38180.43 loss:0.008696 fps:1454 +frame:6.28e+06 wall_t:4320 t:392500 epi:nan +opt_step:98112 lr:9.302e-05 clip_eps:0.1 entropy:1.236 +2026-01-07 22:04:50 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43516.50 total_reward_ma:38259.38 loss:0.04009 fps:1454 +frame:6.29e+06 wall_t:4326 t:393125 epi:nan +opt_step:98272 lr:9.276e-05 clip_eps:0.1 entropy:1.03 +2026-01-07 22:04:57 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43873.50 total_reward_ma:38343.39 loss:0.03639 fps:1454 +frame:6.30e+06 wall_t:4332 t:393750 epi:nan +opt_step:98432 lr:9.251e-05 clip_eps:0.1 entropy:1.157 +2026-01-07 22:05:03 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43365.50 total_reward_ma:38418.43 loss:0.02821 fps:1455 +frame:6.31e+06 wall_t:4338 t:394375 epi:nan +opt_step:98592 lr:9.225e-05 clip_eps:0.1 entropy:1.219 +2026-01-07 22:05:08 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43486.00 total_reward_ma:38496.59 loss:0.02952 fps:1455 +frame:6.32e+06 wall_t:4344 t:395000 epi:nan +opt_step:98720 lr:9.205e-05 clip_eps:0.1 entropy:1.089 +2026-01-07 22:05:14 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43412.50 total_reward_ma:38577.40 loss:0.02412 fps:1455 +frame:6.33e+06 wall_t:4350 t:395625 epi:nan +opt_step:98880 lr:9.179e-05 clip_eps:0.1 entropy:1.098 +2026-01-07 22:05:20 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43293.50 total_reward_ma:38657.02 loss:0.03597 fps:1455 +frame:6.34e+06 wall_t:4356 t:396250 epi:nan +opt_step:99040 lr:9.154e-05 clip_eps:0.1 entropy:1.176 +2026-01-07 22:05:26 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43293.50 total_reward_ma:38736.81 loss:0.02101 fps:1456 +frame:6.35e+06 wall_t:4362 t:396875 epi:nan +opt_step:99200 lr:9.128e-05 clip_eps:0.1 entropy:1.124 +2026-01-07 22:05:32 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43431.50 total_reward_ma:38815.06 loss:0.02719 fps:1456 +frame:6.36e+06 wall_t:4368 t:397500 epi:nan +opt_step:99360 lr:9.102e-05 clip_eps:0.1 entropy:1.2 +2026-01-07 22:05:38 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43719.50 total_reward_ma:38898.85 loss:-0.001423 fps:1457 +frame:6.37e+06 wall_t:4373 t:398125 epi:nan +opt_step:99520 lr:9.077e-05 clip_eps:0.1 entropy:1.634 +2026-01-07 22:05:44 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:44438.50 total_reward_ma:38987.52 loss:0.01812 fps:1457 +frame:6.38e+06 wall_t:4379 t:398750 epi:nan +opt_step:99680 lr:9.051e-05 clip_eps:0.1 entropy:1.293 +2026-01-07 22:05:50 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:44575.50 total_reward_ma:39078.71 loss:0.02069 fps:1457 +frame:6.39e+06 wall_t:4385 t:399375 epi:nan +opt_step:99840 lr:9.026e-05 clip_eps:0.1 entropy:1.05 +2026-01-07 22:05:56 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:44320.50 total_reward_ma:39167.44 loss:0.01981 fps:1458 +frame:6.40e+06 wall_t:4391 t:400000 epi:nan +opt_step:100000 lr:9e-05 clip_eps:0.1 entropy:1.23 +2026-01-07 22:06:01 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43789.00 total_reward_ma:39250.82 loss:0.01583 fps:1458 +frame:6.41e+06 wall_t:4397 t:400625 epi:nan +opt_step:100128 lr:8.98e-05 clip_eps:0.1 entropy:1.344 +2026-01-07 22:06:07 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43764.50 total_reward_ma:39336.23 loss:0.033 fps:1458 +frame:6.42e+06 wall_t:4403 t:401250 epi:nan +opt_step:100288 lr:8.954e-05 clip_eps:0.1 entropy:1.105 +2026-01-07 22:06:13 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:44023.00 total_reward_ma:39425.04 loss:0.04792 fps:1458 +frame:6.43e+06 wall_t:4409 t:401875 epi:nan +opt_step:100448 lr:8.928e-05 clip_eps:0.1 entropy:1.08 +2026-01-07 22:06:19 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:44249.50 total_reward_ma:39514.49 loss:0.02485 fps:1459 +frame:6.44e+06 wall_t:4415 t:402500 epi:nan +opt_step:100608 lr:8.903e-05 clip_eps:0.1 entropy:1.172 +2026-01-07 22:06:25 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:44651.00 total_reward_ma:39605.07 loss:0.03641 fps:1459 +frame:6.45e+06 wall_t:4421 t:403125 epi:nan +opt_step:100768 lr:8.877e-05 clip_eps:0.1 entropy:1.306 +2026-01-07 22:06:31 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:44274.50 total_reward_ma:39691.39 loss:0.03119 fps:1459 +frame:6.46e+06 wall_t:4427 t:403750 epi:nan +opt_step:100928 lr:8.852e-05 clip_eps:0.1 entropy:1.033 +2026-01-07 22:06:37 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43835.50 total_reward_ma:39765.02 loss:0.02576 fps:1460 +frame:6.47e+06 wall_t:4433 t:404375 epi:nan +opt_step:101088 lr:8.826e-05 clip_eps:0.1 entropy:1.246 +2026-01-07 22:06:43 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43623.00 total_reward_ma:39839.60 loss:0.02409 fps:1460 +frame:6.48e+06 wall_t:4438 t:405000 epi:nan +opt_step:101248 lr:8.8e-05 clip_eps:0.1 entropy:1.322 +2026-01-07 22:06:48 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43662.00 total_reward_ma:39916.57 loss:0.04096 fps:1460 +frame:6.49e+06 wall_t:4444 t:405625 epi:nan +opt_step:101376 lr:8.78e-05 clip_eps:0.1 entropy:1.293 +2026-01-07 22:06:54 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43872.00 total_reward_ma:39997.95 loss:0.04851 fps:1461 +frame:6.50e+06 wall_t:4450 t:406250 epi:nan +opt_step:101536 lr:8.754e-05 clip_eps:0.1 entropy:1.282 +2026-01-07 22:07:00 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43360.00 total_reward_ma:40073.40 loss:0.05035 fps:1461 +frame:6.51e+06 wall_t:4456 t:406875 epi:nan +opt_step:101696 lr:8.729e-05 clip_eps:0.1 entropy:0.8871 +2026-01-07 22:07:06 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43384.00 total_reward_ma:40150.91 loss:0.03325 fps:1462 +frame:6.52e+06 wall_t:4461 t:407500 epi:nan +opt_step:101856 lr:8.703e-05 clip_eps:0.1 entropy:1.104 +2026-01-07 22:07:12 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43384.00 total_reward_ma:40230.07 loss:0.02786 fps:1462 +frame:6.53e+06 wall_t:4468 t:408125 epi:nan +opt_step:102016 lr:8.677e-05 clip_eps:0.1 entropy:1.281 +2026-01-07 22:07:18 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43680.50 total_reward_ma:40321.30 loss:0.02855 fps:1462 +frame:6.54e+06 wall_t:4474 t:408750 epi:nan +opt_step:102176 lr:8.652e-05 clip_eps:0.1 entropy:1.335 +2026-01-07 22:07:24 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43878.50 total_reward_ma:40413.72 loss:0.03183 fps:1462 +frame:6.55e+06 wall_t:4479 t:409375 epi:nan +opt_step:102336 lr:8.626e-05 clip_eps:0.1 entropy:1.181 +2026-01-07 22:07:29 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43760.00 total_reward_ma:40504.03 loss:0.02283 fps:1463 +frame:6.56e+06 wall_t:4485 t:410000 epi:nan +opt_step:102496 lr:8.601e-05 clip_eps:0.1 entropy:1.107 +2026-01-07 22:07:35 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:44032.00 total_reward_ma:40596.21 loss:0.03062 fps:1463 +frame:6.57e+06 wall_t:4491 t:410625 epi:nan +opt_step:102656 lr:8.575e-05 clip_eps:0.1 entropy:1.025 +2026-01-07 22:07:40 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43815.00 total_reward_ma:40684.95 loss:0.04464 fps:1464 +frame:6.58e+06 wall_t:4496 t:411250 epi:nan +opt_step:102784 lr:8.555e-05 clip_eps:0.1 entropy:0.8638 +2026-01-07 22:07:46 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43746.00 total_reward_ma:40770.84 loss:0.03727 fps:1464 +frame:6.59e+06 wall_t:4502 t:411875 epi:nan +opt_step:102944 lr:8.529e-05 clip_eps:0.1 entropy:1.305 +2026-01-07 22:07:52 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:44000.50 total_reward_ma:40859.06 loss:0.03571 fps:1464 +frame:6.60e+06 wall_t:4508 t:412500 epi:nan +opt_step:103104 lr:8.503e-05 clip_eps:0.1 entropy:1.175 +2026-01-07 22:07:58 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43692.00 total_reward_ma:40939.53 loss:0.01756 fps:1464 +frame:6.61e+06 wall_t:4514 t:413125 epi:nan +opt_step:103264 lr:8.478e-05 clip_eps:0.1 entropy:1.1 +2026-01-07 22:08:05 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43547.00 total_reward_ma:41022.02 loss:0.01321 fps:1465 +frame:6.62e+06 wall_t:4520 t:413750 epi:nan +opt_step:103424 lr:8.452e-05 clip_eps:0.1 entropy:1.332 +2026-01-07 22:08:10 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43738.00 total_reward_ma:41105.82 loss:0.035 fps:1465 +frame:6.63e+06 wall_t:4526 t:414375 epi:nan +opt_step:103584 lr:8.427e-05 clip_eps:0.1 entropy:1.025 +2026-01-07 22:08:17 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43233.50 total_reward_ma:41175.64 loss:0.03199 fps:1465 +frame:6.64e+06 wall_t:4532 t:415000 epi:nan +opt_step:103744 lr:8.401e-05 clip_eps:0.1 entropy:1.022 +2026-01-07 22:08:23 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43233.50 total_reward_ma:41243.77 loss:0.03906 fps:1465 +frame:6.65e+06 wall_t:4538 t:415625 epi:nan +opt_step:103904 lr:8.375e-05 clip_eps:0.1 entropy:1.115 +2026-01-07 22:08:28 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43113.50 total_reward_ma:41310.02 loss:0.05846 fps:1466 +frame:6.66e+06 wall_t:4543 t:416250 epi:nan +opt_step:104032 lr:8.355e-05 clip_eps:0.1 entropy:1.002 +2026-01-07 22:08:34 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43515.50 total_reward_ma:41376.42 loss:0.04274 fps:1466 +frame:6.67e+06 wall_t:4549 t:416875 epi:nan +opt_step:104192 lr:8.329e-05 clip_eps:0.1 entropy:1.126 +2026-01-07 22:08:40 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43364.50 total_reward_ma:41437.96 loss:0.02825 fps:1467 +frame:6.68e+06 wall_t:4555 t:417500 epi:nan +opt_step:104352 lr:8.304e-05 clip_eps:0.1 entropy:1.122 +2026-01-07 22:08:46 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43364.50 total_reward_ma:41501.35 loss:0.02841 fps:1467 +frame:6.69e+06 wall_t:4561 t:418125 epi:nan +opt_step:104512 lr:8.278e-05 clip_eps:0.1 entropy:1.045 +2026-01-07 22:08:51 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43228.00 total_reward_ma:41565.65 loss:0.04872 fps:1467 +frame:6.70e+06 wall_t:4567 t:418750 epi:nan +opt_step:104672 lr:8.252e-05 clip_eps:0.1 entropy:0.9982 +2026-01-07 22:08:57 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43576.00 total_reward_ma:41638.23 loss:0.03023 fps:1467 +frame:6.71e+06 wall_t:4573 t:419375 epi:nan +opt_step:104832 lr:8.227e-05 clip_eps:0.1 entropy:1.17 +2026-01-07 22:09:03 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43414.00 total_reward_ma:41710.55 loss:0.0235 fps:1468 +frame:6.72e+06 wall_t:4579 t:420000 epi:nan +opt_step:104992 lr:8.201e-05 clip_eps:0.1 entropy:1.243 +2026-01-07 22:09:09 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43552.00 total_reward_ma:41786.89 loss:0.02259 fps:1468 +frame:6.73e+06 wall_t:4585 t:420625 epi:nan +opt_step:105152 lr:8.176e-05 clip_eps:0.1 entropy:0.9078 +2026-01-07 22:09:15 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43570.50 total_reward_ma:41863.46 loss:0.01984 fps:1468 +frame:6.74e+06 wall_t:4591 t:421250 epi:nan +opt_step:105312 lr:8.15e-05 clip_eps:0.1 entropy:1.005 +2026-01-07 22:09:20 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43467.50 total_reward_ma:41936.80 loss:0.01996 fps:1469 +frame:6.75e+06 wall_t:4596 t:421875 epi:nan +opt_step:105440 lr:8.13e-05 clip_eps:0.1 entropy:1.107 +2026-01-07 22:09:26 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43467.50 total_reward_ma:42007.73 loss:0.01184 fps:1469 +frame:6.76e+06 wall_t:4602 t:422500 epi:nan +opt_step:105600 lr:8.104e-05 clip_eps:0.1 entropy:1.109 +2026-01-07 22:09:32 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43108.50 total_reward_ma:42072.46 loss:0.0254 fps:1469 +frame:6.77e+06 wall_t:4608 t:423125 epi:nan +opt_step:105760 lr:8.078e-05 clip_eps:0.1 entropy:1.222 +2026-01-07 22:09:38 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:42910.50 total_reward_ma:42133.27 loss:0.02641 fps:1469 +frame:6.78e+06 wall_t:4614 t:423750 epi:nan +opt_step:105920 lr:8.053e-05 clip_eps:0.1 entropy:1.108 +2026-01-07 22:09:44 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:42841.00 total_reward_ma:42190.62 loss:0.04011 fps:1470 +frame:6.79e+06 wall_t:4620 t:424375 epi:nan +opt_step:106080 lr:8.027e-05 clip_eps:0.1 entropy:1.106 +2026-01-07 22:09:50 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43048.50 total_reward_ma:42248.46 loss:0.03122 fps:1470 +frame:6.80e+06 wall_t:4626 t:425000 epi:nan +opt_step:106240 lr:8.002e-05 clip_eps:0.1 entropy:1.099 +2026-01-07 22:09:56 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43356.50 total_reward_ma:42309.39 loss:0.03444 fps:1470 +frame:6.81e+06 wall_t:4632 t:425625 epi:nan +opt_step:106400 lr:7.976e-05 clip_eps:0.1 entropy:1.131 +2026-01-07 22:10:02 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43542.00 total_reward_ma:42367.43 loss:0.02299 fps:1470 +frame:6.82e+06 wall_t:4638 t:426250 epi:nan +opt_step:106560 lr:7.95e-05 clip_eps:0.1 entropy:1.078 +2026-01-07 22:10:07 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43670.00 total_reward_ma:42429.55 loss:0.01807 fps:1471 +frame:6.83e+06 wall_t:4643 t:426875 epi:nan +opt_step:106688 lr:7.93e-05 clip_eps:0.1 entropy:1.171 +2026-01-07 22:10:13 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43709.00 total_reward_ma:42492.14 loss:0.02945 fps:1471 +frame:6.84e+06 wall_t:4649 t:427500 epi:nan +opt_step:106848 lr:7.904e-05 clip_eps:0.1 entropy:1.093 +2026-01-07 22:10:19 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43709.00 total_reward_ma:42552.43 loss:0.0436 fps:1472 +frame:6.85e+06 wall_t:4655 t:428125 epi:nan +opt_step:107008 lr:7.879e-05 clip_eps:0.1 entropy:0.9519 +2026-01-07 22:10:25 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43718.50 total_reward_ma:42612.82 loss:0.04158 fps:1472 +frame:6.86e+06 wall_t:4661 t:428750 epi:nan +opt_step:107168 lr:7.853e-05 clip_eps:0.1 entropy:1.05 +2026-01-07 22:10:31 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43453.50 total_reward_ma:42664.44 loss:0.03489 fps:1472 +frame:6.87e+06 wall_t:4667 t:429375 epi:nan +opt_step:107328 lr:7.828e-05 clip_eps:0.1 entropy:1.143 +2026-01-07 22:10:37 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43891.50 total_reward_ma:42714.61 loss:0.02281 fps:1472 +frame:6.88e+06 wall_t:4673 t:430000 epi:nan +opt_step:107488 lr:7.802e-05 clip_eps:0.1 entropy:1.336 +2026-01-07 22:10:43 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:44011.00 total_reward_ma:42766.77 loss:0.02689 fps:1473 +frame:6.89e+06 wall_t:4679 t:430625 epi:nan +opt_step:107648 lr:7.776e-05 clip_eps:0.1 entropy:1.221 +2026-01-07 22:10:50 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:44104.50 total_reward_ma:42811.18 loss:0.02036 fps:1473 +frame:6.90e+06 wall_t:4685 t:431250 epi:nan +opt_step:107808 lr:7.751e-05 clip_eps:0.1 entropy:1.224 +2026-01-07 22:10:55 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:44642.00 total_reward_ma:42856.88 loss:0.01075 fps:1473 +frame:6.91e+06 wall_t:4691 t:431875 epi:nan +opt_step:107968 lr:7.725e-05 clip_eps:0.1 entropy:1.35 +2026-01-07 22:11:01 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:44550.50 total_reward_ma:42896.86 loss:0.01801 fps:1473 +frame:6.92e+06 wall_t:4697 t:432500 epi:nan +opt_step:108096 lr:7.705e-05 clip_eps:0.1 entropy:1.227 +2026-01-07 22:11:07 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:44773.00 total_reward_ma:42945.07 loss:0.004891 fps:1474 +frame:6.93e+06 wall_t:4703 t:433125 epi:nan +opt_step:108256 lr:7.679e-05 clip_eps:0.1 entropy:1.445 +2026-01-07 22:11:13 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:44984.50 total_reward_ma:42995.39 loss:0.04032 fps:1474 +frame:6.94e+06 wall_t:4709 t:433750 epi:nan +opt_step:108416 lr:7.653e-05 clip_eps:0.1 entropy:1.262 +2026-01-07 22:11:19 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:45502.50 total_reward_ma:43048.57 loss:0.03472 fps:1474 +frame:6.95e+06 wall_t:4714 t:434375 epi:nan +opt_step:108576 lr:7.628e-05 clip_eps:0.1 entropy:1.308 +2026-01-07 22:11:25 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:45491.00 total_reward_ma:43103.50 loss:0.02765 fps:1475 +frame:6.96e+06 wall_t:4720 t:435000 epi:nan +opt_step:108736 lr:7.602e-05 clip_eps:0.1 entropy:1.372 +2026-01-07 22:11:31 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:45085.50 total_reward_ma:43152.07 loss:0.01813 fps:1475 +frame:6.97e+06 wall_t:4726 t:435625 epi:nan +opt_step:108896 lr:7.577e-05 clip_eps:0.1 entropy:1.405 +2026-01-07 22:11:37 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:44703.00 total_reward_ma:43198.42 loss:0.03501 fps:1475 +frame:6.98e+06 wall_t:4733 t:436250 epi:nan +opt_step:109056 lr:7.551e-05 clip_eps:0.1 entropy:1.289 +2026-01-07 22:11:44 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:44385.50 total_reward_ma:43236.15 loss:0.02341 fps:1475 +frame:6.99e+06 wall_t:4739 t:436875 epi:nan +opt_step:109216 lr:7.525e-05 clip_eps:0.1 entropy:1.369 +2026-01-07 22:11:50 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43846.50 total_reward_ma:43269.60 loss:0.006462 fps:1475 +frame:7.00e+06 wall_t:4745 t:437500 epi:nan +opt_step:109344 lr:7.505e-05 clip_eps:0.1 entropy:1.389 +2026-01-07 22:11:56 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43846.50 total_reward_ma:43299.55 loss:0.02375 fps:1475 +frame:7.01e+06 wall_t:4752 t:438125 epi:nan +opt_step:109504 lr:7.479e-05 clip_eps:0.1 entropy:1.122 +2026-01-07 22:12:03 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43601.50 total_reward_ma:43332.90 loss:0.02743 fps:1475 +frame:7.02e+06 wall_t:4758 t:438750 epi:nan +opt_step:109664 lr:7.454e-05 clip_eps:0.1 entropy:1.238 +2026-01-07 22:12:09 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43548.00 total_reward_ma:43369.07 loss:0.0127 fps:1476 +frame:7.03e+06 wall_t:4764 t:439375 epi:nan +opt_step:109824 lr:7.428e-05 clip_eps:0.1 entropy:1.447 +2026-01-07 22:12:15 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43548.00 total_reward_ma:43405.23 loss:0.002726 fps:1476 +frame:7.04e+06 wall_t:4770 t:440000 epi:nan +opt_step:109984 lr:7.403e-05 clip_eps:0.1 entropy:1.437 +2026-01-07 22:12:21 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43835.00 total_reward_ma:43444.29 loss:0.006022 fps:1476 +frame:7.05e+06 wall_t:4776 t:440625 epi:nan +opt_step:110144 lr:7.377e-05 clip_eps:0.1 entropy:1.517 +2026-01-07 22:12:27 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43792.50 total_reward_ma:43481.33 loss:0.002312 fps:1476 +frame:7.06e+06 wall_t:4782 t:441250 epi:nan +opt_step:110304 lr:7.351e-05 clip_eps:0.1 entropy:1.395 +2026-01-07 22:12:33 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43792.50 total_reward_ma:43514.11 loss:0.01809 fps:1477 +frame:7.07e+06 wall_t:4788 t:441875 epi:nan +opt_step:110464 lr:7.326e-05 clip_eps:0.1 entropy:1.545 +2026-01-07 22:12:39 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43683.00 total_reward_ma:43545.71 loss:0.001414 fps:1477 +frame:7.08e+06 wall_t:4795 t:442500 epi:nan +opt_step:110624 lr:7.3e-05 clip_eps:0.1 entropy:1.438 +2026-01-07 22:12:45 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43766.00 total_reward_ma:43576.02 loss:0.02195 fps:1477 +frame:7.09e+06 wall_t:4801 t:443125 epi:nan +opt_step:110752 lr:7.28e-05 clip_eps:0.1 entropy:1.532 +2026-01-07 22:12:51 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:44019.50 total_reward_ma:43608.80 loss:0.02421 fps:1477 +frame:7.10e+06 wall_t:4807 t:443750 epi:nan +opt_step:110912 lr:7.254e-05 clip_eps:0.1 entropy:1.18 +2026-01-07 22:12:57 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43953.00 total_reward_ma:43635.93 loss:0.01615 fps:1478 +frame:7.11e+06 wall_t:4812 t:444375 epi:nan +opt_step:111072 lr:7.228e-05 clip_eps:0.1 entropy:1.64 +2026-01-07 22:13:03 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:44292.00 total_reward_ma:43668.01 loss:0.03981 fps:1477 +frame:7.12e+06 wall_t:4819 t:445000 epi:nan +opt_step:111232 lr:7.203e-05 clip_eps:0.1 entropy:1.457 +2026-01-07 22:13:10 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:44065.50 total_reward_ma:43691.11 loss:0.04991 fps:1478 +frame:7.13e+06 wall_t:4825 t:445625 epi:nan +opt_step:111392 lr:7.177e-05 clip_eps:0.1 entropy:1.354 +2026-01-07 22:13:16 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:44051.00 total_reward_ma:43712.52 loss:0.01435 fps:1478 +frame:7.14e+06 wall_t:4832 t:446250 epi:nan +opt_step:111552 lr:7.152e-05 clip_eps:0.1 entropy:1.441 +2026-01-07 22:13:23 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:44051.00 total_reward_ma:43732.95 loss:0.004597 fps:1478 +frame:7.15e+06 wall_t:4838 t:446875 epi:nan +opt_step:111712 lr:7.126e-05 clip_eps:0.1 entropy:1.543 +2026-01-07 22:13:29 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43718.00 total_reward_ma:43744.82 loss:0.01258 fps:1478 +frame:7.16e+06 wall_t:4845 t:447500 epi:nan +opt_step:111872 lr:7.1e-05 clip_eps:0.1 entropy:1.485 +2026-01-07 22:13:35 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43657.50 total_reward_ma:43760.15 loss:0.02339 fps:1478 +frame:7.17e+06 wall_t:4851 t:448125 epi:nan +opt_step:112000 lr:7.08e-05 clip_eps:0.1 entropy:1.618 +2026-01-07 22:13:42 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:44011.00 total_reward_ma:43773.62 loss:0.009106 fps:1478 +frame:7.18e+06 wall_t:4857 t:448750 epi:nan +opt_step:112160 lr:7.054e-05 clip_eps:0.1 entropy:1.55 +2026-01-07 22:13:48 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43934.00 total_reward_ma:43782.26 loss:0.004928 fps:1479 +frame:7.19e+06 wall_t:4863 t:449375 epi:nan +opt_step:112320 lr:7.029e-05 clip_eps:0.1 entropy:1.562 +2026-01-07 22:13:52 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43854.50 total_reward_ma:43789.14 loss:0.01732 fps:1479 +frame:7.20e+06 wall_t:4868 t:450000 epi:nan +opt_step:112480 lr:7.003e-05 clip_eps:0.1 entropy:1.389 +2026-01-07 22:14:00 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43540.00 total_reward_ma:43793.88 loss:0.02432 fps:1479 +frame:7.21e+06 wall_t:4875 t:450625 epi:nan +opt_step:112640 lr:6.978e-05 clip_eps:0.1 entropy:1.365 +2026-01-07 22:14:08 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43541.00 total_reward_ma:43795.94 loss:0.008722 fps:1479 +frame:7.22e+06 wall_t:4883 t:451250 epi:nan +opt_step:112800 lr:6.952e-05 clip_eps:0.1 entropy:1.8 +2026-01-07 22:14:20 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43863.00 total_reward_ma:43801.32 loss:0.001455 fps:1477 +frame:7.23e+06 wall_t:4895 t:451875 epi:nan +opt_step:112960 lr:6.926e-05 clip_eps:0.1 entropy:1.457 +2026-01-07 22:14:30 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43885.50 total_reward_ma:43805.58 loss:0.02762 fps:1476 +frame:7.24e+06 wall_t:4906 t:452500 epi:nan +opt_step:113120 lr:6.901e-05 clip_eps:0.1 entropy:1.374 +2026-01-07 22:14:38 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43885.50 total_reward_ma:43804.96 loss:0.02657 fps:1475 +frame:7.25e+06 wall_t:4914 t:453125 epi:nan +opt_step:113280 lr:6.875e-05 clip_eps:0.1 entropy:1.246 +2026-01-07 22:14:49 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43880.00 total_reward_ma:43806.02 loss:0.02257 fps:1474 +frame:7.26e+06 wall_t:4924 t:453750 epi:nan +opt_step:113408 lr:6.855e-05 clip_eps:0.1 entropy:1.362 +2026-01-07 22:14:54 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:44058.00 total_reward_ma:43809.80 loss:0.03455 fps:1475 +frame:7.27e+06 wall_t:4930 t:454375 epi:nan +opt_step:113568 lr:6.829e-05 clip_eps:0.1 entropy:1.227 +2026-01-07 22:15:01 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:44376.50 total_reward_ma:43816.76 loss:0.04624 fps:1475 +frame:7.28e+06 wall_t:4936 t:455000 epi:nan +opt_step:113728 lr:6.804e-05 clip_eps:0.1 entropy:1.173 +2026-01-07 22:15:08 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:44694.00 total_reward_ma:43828.54 loss:0.02514 fps:1475 +frame:7.29e+06 wall_t:4943 t:455625 epi:nan +opt_step:113888 lr:6.778e-05 clip_eps:0.1 entropy:1.084 +2026-01-07 22:15:15 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:44219.50 total_reward_ma:43832.00 loss:0.02297 fps:1475 +frame:7.30e+06 wall_t:4950 t:456250 epi:nan +opt_step:114048 lr:6.752e-05 clip_eps:0.1 entropy:1.189 +2026-01-07 22:15:21 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:44361.00 total_reward_ma:43841.95 loss:0.04816 fps:1475 +frame:7.31e+06 wall_t:4957 t:456875 epi:nan +opt_step:114208 lr:6.727e-05 clip_eps:0.1 entropy:1.179 +2026-01-07 22:15:27 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:44293.50 total_reward_ma:43850.02 loss:0.03783 fps:1475 +frame:7.32e+06 wall_t:4963 t:457500 epi:nan +opt_step:114368 lr:6.701e-05 clip_eps:0.1 entropy:1.028 +2026-01-07 22:15:33 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:44141.50 total_reward_ma:43857.32 loss:0.01559 fps:1475 +frame:7.33e+06 wall_t:4969 t:458125 epi:nan +opt_step:114528 lr:6.676e-05 clip_eps:0.1 entropy:0.9891 +2026-01-07 22:15:39 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43637.50 total_reward_ma:43860.75 loss:0.02278 fps:1475 +frame:7.34e+06 wall_t:4975 t:458750 epi:nan +opt_step:114656 lr:6.655e-05 clip_eps:0.1 entropy:1.143 +2026-01-07 22:15:45 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43593.50 total_reward_ma:43863.75 loss:0.01725 fps:1476 +frame:7.35e+06 wall_t:4981 t:459375 epi:nan +opt_step:114816 lr:6.629e-05 clip_eps:0.1 entropy:1.152 +2026-01-07 22:15:51 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43615.50 total_reward_ma:43865.59 loss:0.0197 fps:1476 +frame:7.36e+06 wall_t:4987 t:460000 epi:nan +opt_step:114976 lr:6.604e-05 clip_eps:0.1 entropy:1.281 +2026-01-07 22:15:57 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:44102.00 total_reward_ma:43869.42 loss:0.04273 fps:1476 +frame:7.37e+06 wall_t:4993 t:460625 epi:nan +opt_step:115136 lr:6.578e-05 clip_eps:0.1 entropy:1.125 +2026-01-07 22:16:03 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43513.00 total_reward_ma:43860.16 loss:0.02344 fps:1476 +frame:7.38e+06 wall_t:4999 t:461250 epi:nan +opt_step:115296 lr:6.553e-05 clip_eps:0.1 entropy:1.249 +2026-01-07 22:16:09 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43391.00 total_reward_ma:43848.32 loss:0.02835 fps:1477 +frame:7.39e+06 wall_t:5004 t:461875 epi:nan +opt_step:115456 lr:6.527e-05 clip_eps:0.1 entropy:1.3 +2026-01-07 22:16:15 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43626.00 total_reward_ma:43841.38 loss:0.04314 fps:1477 +frame:7.40e+06 wall_t:5010 t:462500 epi:nan +opt_step:115616 lr:6.501e-05 clip_eps:0.1 entropy:1.054 +2026-01-07 22:16:21 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43619.00 total_reward_ma:43839.68 loss:0.02104 fps:1477 +frame:7.41e+06 wall_t:5016 t:463125 epi:nan +opt_step:115776 lr:6.476e-05 clip_eps:0.1 entropy:1.137 +2026-01-07 22:16:27 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43446.00 total_reward_ma:43836.49 loss:0.01199 fps:1477 +frame:7.42e+06 wall_t:5023 t:463750 epi:nan +opt_step:115936 lr:6.45e-05 clip_eps:0.1 entropy:1.143 +2026-01-07 22:16:32 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43223.00 total_reward_ma:43828.49 loss:0.02535 fps:1478 +frame:7.43e+06 wall_t:5028 t:464375 epi:nan +opt_step:116064 lr:6.43e-05 clip_eps:0.1 entropy:1.222 +2026-01-07 22:16:38 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43161.50 total_reward_ma:43817.61 loss:0.03862 fps:1478 +frame:7.44e+06 wall_t:5033 t:465000 epi:nan +opt_step:116224 lr:6.404e-05 clip_eps:0.1 entropy:1.294 +2026-01-07 22:16:44 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43448.50 total_reward_ma:43805.59 loss:0.02318 fps:1478 +frame:7.45e+06 wall_t:5039 t:465625 epi:nan +opt_step:116384 lr:6.379e-05 clip_eps:0.1 entropy:1.103 +2026-01-07 22:16:50 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43272.00 total_reward_ma:43795.56 loss:0.01955 fps:1479 +frame:7.46e+06 wall_t:5045 t:466250 epi:nan +opt_step:116544 lr:6.353e-05 clip_eps:0.1 entropy:1.039 +2026-01-07 22:16:56 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43272.00 total_reward_ma:43789.93 loss:0.018 fps:1479 +frame:7.47e+06 wall_t:5051 t:466875 epi:nan +opt_step:116704 lr:6.327e-05 clip_eps:0.1 entropy:1.111 +2026-01-07 22:17:01 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43495.50 total_reward_ma:43788.65 loss:0.02329 fps:1479 +frame:7.48e+06 wall_t:5056 t:467500 epi:nan +opt_step:116864 lr:6.302e-05 clip_eps:0.1 entropy:1.082 +2026-01-07 22:17:06 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:43756.50 total_reward_ma:43789.59 loss:0.05445 fps:1480 +frame:7.49e+06 wall_t:5061 t:468125 epi:nan +opt_step:117024 lr:6.276e-05 clip_eps:0.1 entropy:1.095 +2026-01-07 22:17:10 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:44130.50 total_reward_ma:43792.18 loss:0.03052 fps:1480 +frame:7.50e+06 wall_t:5066 t:468750 epi:nan +opt_step:117184 lr:6.251e-05 clip_eps:0.1 entropy:0.9917 +2026-01-07 22:17:15 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:44825.50 total_reward_ma:43806.84 loss:0.03582 fps:1481 +frame:7.51e+06 wall_t:5070 t:469375 epi:nan +opt_step:117312 lr:6.23e-05 clip_eps:0.1 entropy:1.051 +2026-01-07 22:17:20 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:45425.50 total_reward_ma:43827.25 loss:0.02365 fps:1482 +frame:7.52e+06 wall_t:5075 t:470000 epi:nan +opt_step:117472 lr:6.204e-05 clip_eps:0.1 entropy:1.027 +2026-01-07 22:17:25 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:45425.50 total_reward_ma:43847.66 loss:0.02118 fps:1482 +frame:7.53e+06 wall_t:5080 t:470625 epi:nan +opt_step:117632 lr:6.179e-05 clip_eps:0.1 entropy:1.03 +2026-01-07 22:17:31 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:45425.50 total_reward_ma:43865.11 loss:0.02891 fps:1483 +frame:7.54e+06 wall_t:5086 t:471250 epi:nan +opt_step:117792 lr:6.153e-05 clip_eps:0.1 entropy:1.117 +2026-01-07 22:17:37 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:45816.50 total_reward_ma:43884.50 loss:0.004532 fps:1483 +frame:7.55e+06 wall_t:5092 t:471875 epi:nan +opt_step:117952 lr:6.128e-05 clip_eps:0.1 entropy:0.9802 +2026-01-07 22:17:43 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:45747.00 total_reward_ma:43904.36 loss:0.01335 fps:1483 +frame:7.56e+06 wall_t:5099 t:472500 epi:nan +opt_step:118112 lr:6.102e-05 clip_eps:0.1 entropy:1.16 +2026-01-07 22:17:48 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:45630.00 total_reward_ma:43920.34 loss:0.03518 fps:1483 +frame:7.57e+06 wall_t:5104 t:473125 epi:nan +opt_step:118272 lr:6.076e-05 clip_eps:0.1 entropy:0.8818 +2026-01-07 22:17:55 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:45630.00 total_reward_ma:43938.50 loss:0.02937 fps:1483 +frame:7.58e+06 wall_t:5110 t:473750 epi:nan +opt_step:118432 lr:6.051e-05 clip_eps:0.1 entropy:1.237 +2026-01-07 22:18:01 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:45481.00 total_reward_ma:43955.84 loss:0.004423 fps:1484 +frame:7.59e+06 wall_t:5116 t:474375 epi:nan +opt_step:118592 lr:6.025e-05 clip_eps:0.1 entropy:1.361 +2026-01-07 22:18:06 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:45443.50 total_reward_ma:43970.27 loss:0.02081 fps:1484 +frame:7.60e+06 wall_t:5122 t:475000 epi:nan +opt_step:118720 lr:6.005e-05 clip_eps:0.1 entropy:1.141 +2026-01-07 22:18:13 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:45878.50 total_reward_ma:43992.14 loss:0.03505 fps:1484 +frame:7.61e+06 wall_t:5128 t:475625 epi:nan +opt_step:118880 lr:5.979e-05 clip_eps:0.1 entropy:1.131 +2026-01-07 22:18:19 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:45757.50 total_reward_ma:44014.25 loss:0.008354 fps:1484 +frame:7.62e+06 wall_t:5134 t:476250 epi:nan +opt_step:119040 lr:5.954e-05 clip_eps:0.1 entropy:1.185 +2026-01-07 22:18:24 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:46051.50 total_reward_ma:44037.38 loss:0.01917 fps:1484 +frame:7.63e+06 wall_t:5140 t:476875 epi:nan +opt_step:119200 lr:5.928e-05 clip_eps:0.1 entropy:1.174 +2026-01-07 22:18:30 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:46149.50 total_reward_ma:44066.54 loss:0.02716 fps:1485 +frame:7.64e+06 wall_t:5146 t:477500 epi:nan +opt_step:119360 lr:5.902e-05 clip_eps:0.1 entropy:1.065 +2026-01-07 22:18:37 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:46149.50 total_reward_ma:44095.70 loss:0.01402 fps:1485 +frame:7.65e+06 wall_t:5152 t:478125 epi:nan +opt_step:119520 lr:5.877e-05 clip_eps:0.1 entropy:0.894 +2026-01-07 22:18:43 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:46811.50 total_reward_ma:44132.68 loss:0.02263 fps:1485 +frame:7.66e+06 wall_t:5158 t:478750 epi:nan +opt_step:119680 lr:5.851e-05 clip_eps:0.1 entropy:1.051 +2026-01-07 22:18:49 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:46649.00 total_reward_ma:44164.02 loss:0.03134 fps:1485 +frame:7.67e+06 wall_t:5164 t:479375 epi:nan +opt_step:119840 lr:5.826e-05 clip_eps:0.1 entropy:1.073 +2026-01-07 22:18:55 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:46467.50 total_reward_ma:44195.05 loss:0.01294 fps:1485 +frame:7.68e+06 wall_t:5170 t:480000 epi:nan +opt_step:120000 lr:5.8e-05 clip_eps:0.1 entropy:1.022 +2026-01-07 22:19:00 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:46527.00 total_reward_ma:44226.67 loss:0.01722 fps:1486 +frame:7.69e+06 wall_t:5176 t:480625 epi:nan +opt_step:120128 lr:5.78e-05 clip_eps:0.1 entropy:1.053 +2026-01-07 22:19:06 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:46739.00 total_reward_ma:44261.78 loss:0.02356 fps:1486 +frame:7.70e+06 wall_t:5181 t:481250 epi:nan +opt_step:120288 lr:5.754e-05 clip_eps:0.1 entropy:1.23 +2026-01-07 22:19:11 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:46739.00 total_reward_ma:44293.41 loss:0.01007 fps:1486 +frame:7.71e+06 wall_t:5187 t:481875 epi:nan +opt_step:120448 lr:5.728e-05 clip_eps:0.1 entropy:1.305 +2026-01-07 22:19:18 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:46571.50 total_reward_ma:44324.98 loss:0.0106 fps:1487 +frame:7.72e+06 wall_t:5193 t:482500 epi:nan +opt_step:120608 lr:5.703e-05 clip_eps:0.1 entropy:1.29 +2026-01-07 22:19:24 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:47156.00 total_reward_ma:44361.02 loss:0.005224 fps:1487 +frame:7.73e+06 wall_t:5199 t:483125 epi:nan +opt_step:120768 lr:5.677e-05 clip_eps:0.1 entropy:1.435 +2026-01-07 22:19:30 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:46958.50 total_reward_ma:44394.91 loss:0.03717 fps:1487 +frame:7.74e+06 wall_t:5205 t:483750 epi:nan +opt_step:120928 lr:5.652e-05 clip_eps:0.1 entropy:1.235 +2026-01-07 22:19:36 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:46889.50 total_reward_ma:44429.12 loss:0.02019 fps:1487 +frame:7.75e+06 wall_t:5211 t:484375 epi:nan +opt_step:121088 lr:5.626e-05 clip_eps:0.1 entropy:1.105 +2026-01-07 22:19:42 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:46892.50 total_reward_ma:44463.38 loss:0.009929 fps:1487 +frame:7.76e+06 wall_t:5217 t:485000 epi:nan +opt_step:121248 lr:5.6e-05 clip_eps:0.1 entropy:1.36 +2026-01-07 22:19:48 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:47019.50 total_reward_ma:44502.48 loss:0.009858 fps:1488 +frame:7.77e+06 wall_t:5223 t:485625 epi:nan +opt_step:121376 lr:5.58e-05 clip_eps:0.1 entropy:1.368 +2026-01-07 22:19:54 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:47121.50 total_reward_ma:44544.59 loss:0.02877 fps:1488 +frame:7.78e+06 wall_t:5230 t:486250 epi:nan +opt_step:121536 lr:5.554e-05 clip_eps:0.1 entropy:1.402 +2026-01-07 22:20:00 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:46984.00 total_reward_ma:44586.02 loss:0.02033 fps:1488 +frame:7.79e+06 wall_t:5236 t:486875 epi:nan +opt_step:121696 lr:5.529e-05 clip_eps:0.1 entropy:1.424 +2026-01-07 22:20:07 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:46905.50 total_reward_ma:44624.59 loss:0.00231 fps:1488 +frame:7.80e+06 wall_t:5242 t:487500 epi:nan +opt_step:121856 lr:5.503e-05 clip_eps:0.1 entropy:1.226 +2026-01-07 22:20:13 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:47072.00 total_reward_ma:44661.75 loss:0.01774 fps:1488 +frame:7.81e+06 wall_t:5249 t:488125 epi:nan +opt_step:122016 lr:5.477e-05 clip_eps:0.1 entropy:1.317 +2026-01-07 22:20:19 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:46788.50 total_reward_ma:44694.21 loss:0.03637 fps:1488 +frame:7.82e+06 wall_t:5254 t:488750 epi:nan +opt_step:122176 lr:5.452e-05 clip_eps:0.1 entropy:1.071 +2026-01-07 22:20:25 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:46811.00 total_reward_ma:44725.62 loss:0.02166 fps:1488 +frame:7.83e+06 wall_t:5261 t:489375 epi:nan +opt_step:122336 lr:5.426e-05 clip_eps:0.1 entropy:1.067 +2026-01-07 22:20:32 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:47218.00 total_reward_ma:44760.71 loss:0.02791 fps:1488 +frame:7.84e+06 wall_t:5268 t:490000 epi:nan +opt_step:122496 lr:5.401e-05 clip_eps:0.1 entropy:1.353 +2026-01-07 22:20:39 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:46840.50 total_reward_ma:44792.03 loss:0.01168 fps:1488 +frame:7.85e+06 wall_t:5275 t:490625 epi:nan +opt_step:122656 lr:5.375e-05 clip_eps:0.1 entropy:1.332 +2026-01-07 22:20:45 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:47065.50 total_reward_ma:44825.50 loss:0.01162 fps:1489 +frame:7.86e+06 wall_t:5280 t:491250 epi:nan +opt_step:122784 lr:5.355e-05 clip_eps:0.1 entropy:1.295 +2026-01-07 22:20:51 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:47152.50 total_reward_ma:44862.49 loss:0.04038 fps:1489 +frame:7.87e+06 wall_t:5286 t:491875 epi:nan +opt_step:122944 lr:5.329e-05 clip_eps:0.1 entropy:1.39 +2026-01-07 22:20:56 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:47833.00 total_reward_ma:44901.91 loss:0.02902 fps:1489 +frame:7.88e+06 wall_t:5292 t:492500 epi:nan +opt_step:123104 lr:5.303e-05 clip_eps:0.1 entropy:1.432 +2026-01-07 22:21:03 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:47801.50 total_reward_ma:44939.81 loss:0.04645 fps:1489 +frame:7.89e+06 wall_t:5299 t:493125 epi:nan +opt_step:123264 lr:5.278e-05 clip_eps:0.1 entropy:1.056 +2026-01-07 22:21:10 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:47801.50 total_reward_ma:44976.78 loss:0.03262 fps:1489 +frame:7.90e+06 wall_t:5305 t:493750 epi:nan +opt_step:123424 lr:5.252e-05 clip_eps:0.1 entropy:0.9731 +2026-01-07 22:21:16 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:47473.00 total_reward_ma:45005.09 loss:0.04136 fps:1489 +frame:7.91e+06 wall_t:5311 t:494375 epi:nan +opt_step:123584 lr:5.227e-05 clip_eps:0.1 entropy:1.147 +2026-01-07 22:21:22 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:48172.00 total_reward_ma:45041.30 loss:0.01606 fps:1489 +frame:7.92e+06 wall_t:5318 t:495000 epi:nan +opt_step:123744 lr:5.201e-05 clip_eps:0.1 entropy:1.115 +2026-01-07 22:21:28 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:47630.50 total_reward_ma:45069.88 loss:0.05085 fps:1489 +frame:7.93e+06 wall_t:5324 t:495625 epi:nan +opt_step:123904 lr:5.175e-05 clip_eps:0.1 entropy:0.9241 +2026-01-07 22:21:34 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:47642.50 total_reward_ma:45096.46 loss:0.02353 fps:1490 +frame:7.94e+06 wall_t:5329 t:496250 epi:nan +opt_step:124032 lr:5.155e-05 clip_eps:0.1 entropy:1.209 +2026-01-07 22:21:40 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:47546.00 total_reward_ma:45116.89 loss:0.03003 fps:1490 +frame:7.95e+06 wall_t:5335 t:496875 epi:nan +opt_step:124192 lr:5.129e-05 clip_eps:0.1 entropy:1.207 +2026-01-07 22:21:46 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:48088.50 total_reward_ma:45142.87 loss:0.04768 fps:1490 +frame:7.96e+06 wall_t:5341 t:497500 epi:nan +opt_step:124352 lr:5.104e-05 clip_eps:0.1 entropy:1.203 +2026-01-07 22:21:51 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:47911.00 total_reward_ma:45171.12 loss:0.02565 fps:1491 +frame:7.97e+06 wall_t:5347 t:498125 epi:nan +opt_step:124512 lr:5.078e-05 clip_eps:0.1 entropy:1.007 +2026-01-07 22:21:57 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:47674.00 total_reward_ma:45200.84 loss:0.03841 fps:1491 +frame:7.98e+06 wall_t:5353 t:498750 epi:nan +opt_step:124672 lr:5.052e-05 clip_eps:0.1 entropy:1.043 +2026-01-07 22:22:03 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:47468.50 total_reward_ma:45231.66 loss:0.04568 fps:1491 +frame:7.99e+06 wall_t:5359 t:499375 epi:nan +opt_step:124832 lr:5.027e-05 clip_eps:0.1 entropy:1.1 +2026-01-07 22:22:10 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:47468.50 total_reward_ma:45267.89 loss:0.02521 fps:1491 +frame:8.00e+06 wall_t:5365 t:500000 epi:nan +opt_step:124992 lr:5.001e-05 clip_eps:0.1 entropy:1.292 +2026-01-07 22:22:16 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:47452.00 total_reward_ma:45303.94 loss:0.03644 fps:1491 +frame:8.01e+06 wall_t:5372 t:500625 epi:nan +opt_step:125152 lr:4.976e-05 clip_eps:0.1 entropy:1.056 +2026-01-07 22:22:23 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:47333.00 total_reward_ma:45341.25 loss:0.03656 fps:1491 +frame:8.02e+06 wall_t:5378 t:501250 epi:nan +opt_step:125312 lr:4.95e-05 clip_eps:0.1 entropy:1.077 +2026-01-07 22:22:28 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:46984.50 total_reward_ma:45375.62 loss:0.01621 fps:1492 +frame:8.03e+06 wall_t:5383 t:501875 epi:nan +opt_step:125440 lr:4.93e-05 clip_eps:0.1 entropy:0.9944 +2026-01-07 22:22:34 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:46984.50 total_reward_ma:45409.98 loss:0.03553 fps:1492 +frame:8.04e+06 wall_t:5389 t:502500 epi:nan +opt_step:125600 lr:4.904e-05 clip_eps:0.1 entropy:1.156 +2026-01-07 22:22:40 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:46857.00 total_reward_ma:45440.20 loss:0.01215 fps:1492 +frame:8.05e+06 wall_t:5396 t:503125 epi:nan +opt_step:125760 lr:4.878e-05 clip_eps:0.1 entropy:1.274 +2026-01-07 22:22:46 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:46834.50 total_reward_ma:45470.62 loss:0.01624 fps:1492 +frame:8.06e+06 wall_t:5402 t:503750 epi:nan +opt_step:125920 lr:4.853e-05 clip_eps:0.1 entropy:1.218 +2026-01-07 22:22:52 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:46834.50 total_reward_ma:45501.05 loss:0.02064 fps:1492 +frame:8.07e+06 wall_t:5408 t:504375 epi:nan +opt_step:126080 lr:4.827e-05 clip_eps:0.1 entropy:1.147 +2026-01-07 22:22:58 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:47016.00 total_reward_ma:45534.38 loss:0.01435 fps:1492 +frame:8.08e+06 wall_t:5414 t:505000 epi:nan +opt_step:126240 lr:4.802e-05 clip_eps:0.1 entropy:1.273 +2026-01-07 22:23:04 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:47040.50 total_reward_ma:45567.12 loss:0.008122 fps:1493 +frame:8.09e+06 wall_t:5420 t:505625 epi:nan +opt_step:126400 lr:4.776e-05 clip_eps:0.1 entropy:1.193 +2026-01-07 22:23:11 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:47338.50 total_reward_ma:45600.31 loss:0.01478 fps:1493 +frame:8.10e+06 wall_t:5426 t:506250 epi:nan +opt_step:126560 lr:4.75e-05 clip_eps:0.1 entropy:1.391 +2026-01-07 22:23:16 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:47338.50 total_reward_ma:45634.16 loss:0.01064 fps:1493 +frame:8.11e+06 wall_t:5432 t:506875 epi:nan +opt_step:126688 lr:4.73e-05 clip_eps:0.1 entropy:1.257 +2026-01-07 22:23:23 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:47324.00 total_reward_ma:45664.48 loss:-0.00584 fps:1493 +frame:8.12e+06 wall_t:5438 t:507500 epi:nan +opt_step:126848 lr:4.704e-05 clip_eps:0.1 entropy:1.39 +2026-01-07 22:23:29 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:47324.00 total_reward_ma:45697.07 loss:0.01335 fps:1493 +frame:8.13e+06 wall_t:5444 t:508125 epi:nan +opt_step:127008 lr:4.679e-05 clip_eps:0.1 entropy:1.397 +2026-01-07 22:23:35 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:47324.00 total_reward_ma:45729.80 loss:-0.001816 fps:1494 +frame:8.14e+06 wall_t:5450 t:508750 epi:nan +opt_step:127168 lr:4.653e-05 clip_eps:0.1 entropy:1.453 +2026-01-07 22:23:40 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:46927.00 total_reward_ma:45758.56 loss:0.03463 fps:1494 +frame:8.15e+06 wall_t:5456 t:509375 epi:nan +opt_step:127328 lr:4.628e-05 clip_eps:0.1 entropy:1.244 +2026-01-07 22:23:46 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:47236.00 total_reward_ma:45793.74 loss:0.04935 fps:1494 +frame:8.16e+06 wall_t:5462 t:510000 epi:nan +opt_step:127488 lr:4.602e-05 clip_eps:0.1 entropy:1.047 +2026-01-07 22:23:53 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:47307.00 total_reward_ma:45830.23 loss:0.03977 fps:1494 +frame:8.17e+06 wall_t:5469 t:510625 epi:nan +opt_step:127648 lr:4.576e-05 clip_eps:0.1 entropy:1.09 +2026-01-07 22:23:59 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:47534.00 total_reward_ma:45865.46 loss:0.02682 fps:1494 +frame:8.18e+06 wall_t:5475 t:511250 epi:nan +opt_step:127808 lr:4.551e-05 clip_eps:0.1 entropy:1.501 +2026-01-07 22:24:06 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:47294.00 total_reward_ma:45899.07 loss:0.01957 fps:1494 +frame:8.19e+06 wall_t:5482 t:511875 epi:nan +opt_step:127968 lr:4.525e-05 clip_eps:0.1 entropy:1.22 +2026-01-07 22:24:12 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:47294.00 total_reward_ma:45933.46 loss:0.01578 fps:1494 +frame:8.20e+06 wall_t:5488 t:512500 epi:nan +opt_step:128096 lr:4.505e-05 clip_eps:0.1 entropy:1.218 +2026-01-07 22:24:18 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:47272.50 total_reward_ma:45970.79 loss:0.0133 fps:1494 +frame:8.21e+06 wall_t:5494 t:513125 epi:nan +opt_step:128256 lr:4.479e-05 clip_eps:0.1 entropy:1.266 +2026-01-07 22:24:24 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:47272.50 total_reward_ma:46008.10 loss:0.01088 fps:1495 +frame:8.22e+06 wall_t:5500 t:513750 epi:nan +opt_step:128416 lr:4.453e-05 clip_eps:0.1 entropy:1.433 +2026-01-07 22:24:30 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:47284.00 total_reward_ma:46042.31 loss:0.0226 fps:1495 +frame:8.23e+06 wall_t:5506 t:514375 epi:nan +opt_step:128576 lr:4.428e-05 clip_eps:0.1 entropy:1.39 +2026-01-07 22:24:37 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:47507.00 total_reward_ma:46078.52 loss:0.02074 fps:1495 +frame:8.24e+06 wall_t:5512 t:515000 epi:nan +opt_step:128736 lr:4.402e-05 clip_eps:0.1 entropy:1.243 +2026-01-07 22:24:43 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:47514.00 total_reward_ma:46114.81 loss:0.01735 fps:1495 +frame:8.25e+06 wall_t:5519 t:515625 epi:nan +opt_step:128896 lr:4.377e-05 clip_eps:0.1 entropy:1.358 +2026-01-07 22:24:49 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:47461.50 total_reward_ma:46150.62 loss:0.01742 fps:1495 +frame:8.26e+06 wall_t:5525 t:516250 epi:nan +opt_step:129056 lr:4.351e-05 clip_eps:0.1 entropy:1.285 +2026-01-07 22:24:56 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:47645.50 total_reward_ma:46186.50 loss:0.02866 fps:1495 +frame:8.27e+06 wall_t:5531 t:516875 epi:nan +opt_step:129216 lr:4.325e-05 clip_eps:0.1 entropy:1.131 +2026-01-07 22:25:01 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:47401.00 total_reward_ma:46216.75 loss:0.04977 fps:1495 +frame:8.28e+06 wall_t:5537 t:517500 epi:nan +opt_step:129344 lr:4.305e-05 clip_eps:0.1 entropy:1.052 +2026-01-07 22:25:07 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:47163.50 total_reward_ma:46241.44 loss:0.01704 fps:1496 +frame:8.29e+06 wall_t:5543 t:518125 epi:nan +opt_step:129504 lr:4.279e-05 clip_eps:0.1 entropy:1.247 +2026-01-07 22:25:14 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:47256.00 total_reward_ma:46271.80 loss:0.04347 fps:1495 +frame:8.30e+06 wall_t:5550 t:518750 epi:nan +opt_step:129664 lr:4.254e-05 clip_eps:0.1 entropy:0.8731 +2026-01-07 22:25:20 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:47111.00 total_reward_ma:46299.30 loss:0.05557 fps:1496 +frame:8.31e+06 wall_t:5556 t:519375 epi:nan +opt_step:129824 lr:4.228e-05 clip_eps:0.1 entropy:0.8375 +2026-01-07 22:25:27 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:47131.00 total_reward_ma:46327.68 loss:0.01406 fps:1496 +frame:8.32e+06 wall_t:5563 t:520000 epi:nan +opt_step:129984 lr:4.203e-05 clip_eps:0.1 entropy:1.04 +2026-01-07 22:25:34 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:46996.50 total_reward_ma:46356.23 loss:0.04045 fps:1496 +frame:8.33e+06 wall_t:5569 t:520625 epi:nan +opt_step:130144 lr:4.177e-05 clip_eps:0.1 entropy:1.006 +2026-01-07 22:25:40 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:47043.00 total_reward_ma:46390.29 loss:0.02074 fps:1496 +frame:8.34e+06 wall_t:5576 t:521250 epi:nan +opt_step:130304 lr:4.151e-05 clip_eps:0.1 entropy:1.073 +2026-01-07 22:25:46 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:47051.00 total_reward_ma:46424.86 loss:0.03859 fps:1496 +frame:8.35e+06 wall_t:5582 t:521875 epi:nan +opt_step:130464 lr:4.126e-05 clip_eps:0.1 entropy:1.116 +2026-01-07 22:25:53 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:47358.00 total_reward_ma:46462.29 loss:0.02097 fps:1496 +frame:8.36e+06 wall_t:5588 t:522500 epi:nan +opt_step:130624 lr:4.1e-05 clip_eps:0.1 entropy:0.9039 +2026-01-07 22:25:59 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:47293.00 total_reward_ma:46494.20 loss:0.02968 fps:1496 +frame:8.37e+06 wall_t:5594 t:523125 epi:nan +opt_step:130752 lr:4.08e-05 clip_eps:0.1 entropy:1.024 +2026-01-07 22:26:05 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:47353.50 total_reward_ma:46532.60 loss:0.04446 fps:1496 +frame:8.38e+06 wall_t:5600 t:523750 epi:nan +opt_step:130912 lr:4.054e-05 clip_eps:0.1 entropy:0.9799 +2026-01-07 22:26:11 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:47249.50 total_reward_ma:46571.18 loss:0.01781 fps:1496 +frame:8.39e+06 wall_t:5607 t:524375 epi:nan +opt_step:131072 lr:4.028e-05 clip_eps:0.1 entropy:0.9599 +2026-01-07 22:26:17 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:47001.00 total_reward_ma:46604.93 loss:0.03646 fps:1497 +frame:8.40e+06 wall_t:5613 t:525000 epi:nan +opt_step:131232 lr:4.003e-05 clip_eps:0.1 entropy:0.8649 +2026-01-07 22:26:24 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:47676.50 total_reward_ma:46645.51 loss:0.03718 fps:1497 +frame:8.41e+06 wall_t:5619 t:525625 epi:nan +opt_step:131392 lr:3.977e-05 clip_eps:0.1 entropy:0.9045 +2026-01-07 22:26:30 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:47759.00 total_reward_ma:46688.64 loss:0.05318 fps:1497 +frame:8.42e+06 wall_t:5626 t:526250 epi:nan +opt_step:131552 lr:3.952e-05 clip_eps:0.1 entropy:0.8258 +2026-01-07 22:26:36 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:47731.00 total_reward_ma:46733.72 loss:0.04477 fps:1497 +frame:8.43e+06 wall_t:5632 t:526875 epi:nan +opt_step:131712 lr:3.926e-05 clip_eps:0.1 entropy:0.928 +2026-01-07 22:26:42 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:47856.50 total_reward_ma:46780.67 loss:0.02844 fps:1497 +frame:8.44e+06 wall_t:5637 t:527500 epi:nan +opt_step:131872 lr:3.9e-05 clip_eps:0.1 entropy:1.109 +2026-01-07 22:26:47 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:47880.50 total_reward_ma:46824.99 loss:0.04461 fps:1497 +frame:8.45e+06 wall_t:5643 t:528125 epi:nan +opt_step:132000 lr:3.88e-05 clip_eps:0.1 entropy:0.826 +2026-01-07 22:26:53 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:47595.50 total_reward_ma:46868.23 loss:0.02877 fps:1498 +frame:8.46e+06 wall_t:5648 t:528750 epi:nan +opt_step:132160 lr:3.854e-05 clip_eps:0.1 entropy:1.023 +2026-01-07 22:26:59 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:47653.50 total_reward_ma:46912.04 loss:0.03804 fps:1498 +frame:8.47e+06 wall_t:5654 t:529375 epi:nan +opt_step:132320 lr:3.829e-05 clip_eps:0.1 entropy:1.241 +2026-01-07 22:27:05 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:47653.50 total_reward_ma:46953.62 loss:0.03647 fps:1498 +frame:8.48e+06 wall_t:5661 t:530000 epi:nan +opt_step:132480 lr:3.803e-05 clip_eps:0.1 entropy:0.9506 +2026-01-07 22:27:11 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:47680.00 total_reward_ma:46992.86 loss:0.03759 fps:1498 +frame:8.49e+06 wall_t:5667 t:530625 epi:nan +opt_step:132640 lr:3.778e-05 clip_eps:0.1 entropy:1.135 +2026-01-07 22:27:18 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:47769.50 total_reward_ma:47029.25 loss:0.02479 fps:1498 +frame:8.50e+06 wall_t:5673 t:531250 epi:nan +opt_step:132800 lr:3.752e-05 clip_eps:0.1 entropy:1.135 +2026-01-07 22:27:23 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:48540.50 total_reward_ma:47066.39 loss:0.04561 fps:1499 +frame:8.51e+06 wall_t:5679 t:531875 epi:nan +opt_step:132960 lr:3.726e-05 clip_eps:0.1 entropy:0.8593 +2026-01-07 22:27:29 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:48436.00 total_reward_ma:47096.50 loss:0.06779 fps:1499 +frame:8.52e+06 wall_t:5685 t:532500 epi:nan +opt_step:133120 lr:3.701e-05 clip_eps:0.1 entropy:0.8479 +2026-01-07 22:27:36 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:48586.50 total_reward_ma:47128.11 loss:0.03304 fps:1499 +frame:8.53e+06 wall_t:5692 t:533125 epi:nan +opt_step:133280 lr:3.675e-05 clip_eps:0.1 entropy:0.8116 +2026-01-07 22:27:42 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:48714.50 total_reward_ma:47161.00 loss:0.03363 fps:1499 +frame:8.54e+06 wall_t:5697 t:533750 epi:nan +opt_step:133408 lr:3.655e-05 clip_eps:0.1 entropy:0.9721 +2026-01-07 22:27:49 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49260.50 total_reward_ma:47195.44 loss:0.05416 fps:1499 +frame:8.55e+06 wall_t:5704 t:534375 epi:nan +opt_step:133568 lr:3.629e-05 clip_eps:0.1 entropy:1.219 +2026-01-07 22:27:55 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49282.00 total_reward_ma:47230.79 loss:0.0394 fps:1499 +frame:8.56e+06 wall_t:5710 t:535000 epi:nan +opt_step:133728 lr:3.604e-05 clip_eps:0.1 entropy:0.9229 +2026-01-07 22:28:01 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49244.00 total_reward_ma:47266.93 loss:0.02361 fps:1499 +frame:8.57e+06 wall_t:5717 t:535625 epi:nan +opt_step:133888 lr:3.578e-05 clip_eps:0.1 entropy:0.9312 +2026-01-07 22:28:07 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49258.00 total_reward_ma:47303.21 loss:0.03332 fps:1499 +frame:8.58e+06 wall_t:5723 t:536250 epi:nan +opt_step:134048 lr:3.552e-05 clip_eps:0.1 entropy:0.9485 +2026-01-07 22:28:13 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49184.00 total_reward_ma:47340.24 loss:0.04164 fps:1499 +frame:8.59e+06 wall_t:5729 t:536875 epi:nan +opt_step:134208 lr:3.527e-05 clip_eps:0.1 entropy:0.8082 +2026-01-07 22:28:20 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49184.00 total_reward_ma:47377.64 loss:0.01471 fps:1500 +frame:8.60e+06 wall_t:5735 t:537500 epi:nan +opt_step:134368 lr:3.501e-05 clip_eps:0.1 entropy:1.203 +2026-01-07 22:28:36 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49206.00 total_reward_ma:47410.92 loss:0.03417 fps:1497 +frame:8.61e+06 wall_t:5752 t:538125 epi:nan +opt_step:134528 lr:3.476e-05 clip_eps:0.1 entropy:0.9331 +2026-01-07 22:28:50 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49054.00 total_reward_ma:47443.89 loss:0.03508 fps:1495 +frame:8.62e+06 wall_t:5766 t:538750 epi:nan +opt_step:134656 lr:3.455e-05 clip_eps:0.1 entropy:0.8215 +2026-01-07 22:28:55 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:48941.00 total_reward_ma:47472.78 loss:0.04279 fps:1495 +frame:8.63e+06 wall_t:5771 t:539375 epi:nan +opt_step:134816 lr:3.429e-05 clip_eps:0.1 entropy:0.9329 +2026-01-07 22:29:13 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:48991.50 total_reward_ma:47501.20 loss:0.02403 fps:1492 +frame:8.64e+06 wall_t:5789 t:540000 epi:nan +opt_step:134976 lr:3.404e-05 clip_eps:0.1 entropy:1.198 +2026-01-07 22:29:27 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49348.00 total_reward_ma:47533.18 loss:0.0344 fps:1491 +frame:8.65e+06 wall_t:5802 t:540625 epi:nan +opt_step:135136 lr:3.378e-05 clip_eps:0.1 entropy:1.265 +2026-01-07 22:29:34 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49400.50 total_reward_ma:47559.07 loss:0.05292 fps:1491 +frame:8.66e+06 wall_t:5809 t:541250 epi:nan +opt_step:135296 lr:3.353e-05 clip_eps:0.1 entropy:0.8644 +2026-01-07 22:29:40 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49416.50 total_reward_ma:47586.75 loss:0.04643 fps:1491 +frame:8.67e+06 wall_t:5815 t:541875 epi:nan +opt_step:135456 lr:3.327e-05 clip_eps:0.1 entropy:0.8889 +2026-01-07 22:29:46 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49416.50 total_reward_ma:47616.24 loss:0.03252 fps:1491 +frame:8.68e+06 wall_t:5822 t:542500 epi:nan +opt_step:135616 lr:3.301e-05 clip_eps:0.1 entropy:1.066 +2026-01-07 22:29:52 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49225.00 total_reward_ma:47643.22 loss:0.03519 fps:1491 +frame:8.69e+06 wall_t:5828 t:543125 epi:nan +opt_step:135776 lr:3.276e-05 clip_eps:0.1 entropy:0.9313 +2026-01-07 22:29:58 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49156.00 total_reward_ma:47667.39 loss:0.02039 fps:1491 +frame:8.70e+06 wall_t:5834 t:543750 epi:nan +opt_step:135936 lr:3.25e-05 clip_eps:0.1 entropy:1.079 +2026-01-07 22:30:04 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49156.00 total_reward_ma:47691.56 loss:0.02322 fps:1492 +frame:8.71e+06 wall_t:5839 t:544375 epi:nan +opt_step:136064 lr:3.23e-05 clip_eps:0.1 entropy:1.212 +2026-01-07 22:30:10 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49040.00 total_reward_ma:47716.25 loss:0.04087 fps:1492 +frame:8.72e+06 wall_t:5846 t:545000 epi:nan +opt_step:136224 lr:3.204e-05 clip_eps:0.1 entropy:1.186 +2026-01-07 22:30:17 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49072.50 total_reward_ma:47735.41 loss:0.04866 fps:1492 +frame:8.73e+06 wall_t:5852 t:545625 epi:nan +opt_step:136384 lr:3.179e-05 clip_eps:0.1 entropy:0.9345 +2026-01-07 22:30:23 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49072.50 total_reward_ma:47756.55 loss:0.04891 fps:1492 +frame:8.74e+06 wall_t:5858 t:546250 epi:nan +opt_step:136544 lr:3.153e-05 clip_eps:0.1 entropy:1.209 +2026-01-07 22:30:29 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49031.00 total_reward_ma:47777.96 loss:0.02308 fps:1492 +frame:8.75e+06 wall_t:5864 t:546875 epi:nan +opt_step:136704 lr:3.127e-05 clip_eps:0.1 entropy:1.18 +2026-01-07 22:30:35 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49794.00 total_reward_ma:47806.98 loss:0.01618 fps:1492 +frame:8.76e+06 wall_t:5871 t:547500 epi:nan +opt_step:136864 lr:3.102e-05 clip_eps:0.1 entropy:1.029 +2026-01-07 22:30:41 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49670.50 total_reward_ma:47833.49 loss:0.04189 fps:1492 +frame:8.77e+06 wall_t:5877 t:548125 epi:nan +opt_step:137024 lr:3.076e-05 clip_eps:0.1 entropy:1.078 +2026-01-07 22:30:47 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49590.50 total_reward_ma:47858.18 loss:0.02671 fps:1492 +frame:8.78e+06 wall_t:5883 t:548750 epi:nan +opt_step:137184 lr:3.051e-05 clip_eps:0.1 entropy:1.152 +2026-01-07 22:30:53 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49731.50 total_reward_ma:47885.66 loss:0.009414 fps:1493 +frame:8.79e+06 wall_t:5889 t:549375 epi:nan +opt_step:137312 lr:3.03e-05 clip_eps:0.1 entropy:1.02 +2026-01-07 22:31:00 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49731.50 total_reward_ma:47913.91 loss:0.01458 fps:1493 +frame:8.80e+06 wall_t:5896 t:550000 epi:nan +opt_step:137472 lr:3.004e-05 clip_eps:0.1 entropy:1.273 +2026-01-07 22:31:06 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49795.50 total_reward_ma:47941.15 loss:0.01228 fps:1493 +frame:8.81e+06 wall_t:5901 t:550625 epi:nan +opt_step:137632 lr:2.979e-05 clip_eps:0.1 entropy:1.216 +2026-01-07 22:31:12 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49461.00 total_reward_ma:47967.88 loss:0.01164 fps:1493 +frame:8.82e+06 wall_t:5908 t:551250 epi:nan +opt_step:137792 lr:2.953e-05 clip_eps:0.1 entropy:1.379 +2026-01-07 22:31:19 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49745.50 total_reward_ma:47997.22 loss:0.002645 fps:1493 +frame:8.83e+06 wall_t:5915 t:551875 epi:nan +opt_step:137952 lr:2.928e-05 clip_eps:0.1 entropy:1.376 +2026-01-07 22:31:25 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49750.00 total_reward_ma:48022.54 loss:0.01581 fps:1493 +frame:8.84e+06 wall_t:5921 t:552500 epi:nan +opt_step:138112 lr:2.902e-05 clip_eps:0.1 entropy:1.34 +2026-01-07 22:31:32 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49760.00 total_reward_ma:48051.73 loss:0.04169 fps:1493 +frame:8.85e+06 wall_t:5927 t:553125 epi:nan +opt_step:138272 lr:2.876e-05 clip_eps:0.1 entropy:1.145 +2026-01-07 22:31:38 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49760.00 total_reward_ma:48078.68 loss:0.01151 fps:1493 +frame:8.86e+06 wall_t:5933 t:553750 epi:nan +opt_step:138432 lr:2.851e-05 clip_eps:0.1 entropy:1.06 +2026-01-07 22:31:44 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49387.00 total_reward_ma:48101.02 loss:0.02796 fps:1493 +frame:8.87e+06 wall_t:5940 t:554375 epi:nan +opt_step:138592 lr:2.825e-05 clip_eps:0.1 entropy:1.08 +2026-01-07 22:31:50 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49196.00 total_reward_ma:48114.66 loss:0.0467 fps:1493 +frame:8.88e+06 wall_t:5946 t:555000 epi:nan +opt_step:138720 lr:2.805e-05 clip_eps:0.1 entropy:1.07 +2026-01-07 22:31:57 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49041.00 total_reward_ma:48127.05 loss:0.03612 fps:1493 +frame:8.89e+06 wall_t:5953 t:555625 epi:nan +opt_step:138880 lr:2.779e-05 clip_eps:0.1 entropy:1.322 +2026-01-07 22:32:04 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49321.50 total_reward_ma:48142.25 loss:0.03429 fps:1494 +frame:8.90e+06 wall_t:5959 t:556250 epi:nan +opt_step:139040 lr:2.754e-05 clip_eps:0.1 entropy:1.046 +2026-01-07 22:32:10 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49148.00 total_reward_ma:48159.00 loss:0.05502 fps:1494 +frame:8.91e+06 wall_t:5965 t:556875 epi:nan +opt_step:139200 lr:2.728e-05 clip_eps:0.1 entropy:1.17 +2026-01-07 22:32:16 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49148.00 total_reward_ma:48168.76 loss:0.0406 fps:1494 +frame:8.92e+06 wall_t:5972 t:557500 epi:nan +opt_step:139360 lr:2.702e-05 clip_eps:0.1 entropy:0.9151 +2026-01-07 22:32:22 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49148.00 total_reward_ma:48183.93 loss:0.03535 fps:1494 +frame:8.93e+06 wall_t:5978 t:558125 epi:nan +opt_step:139520 lr:2.677e-05 clip_eps:0.1 entropy:0.8414 +2026-01-07 22:32:28 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49154.00 total_reward_ma:48199.05 loss:0.04335 fps:1494 +frame:8.94e+06 wall_t:5984 t:558750 epi:nan +opt_step:139680 lr:2.651e-05 clip_eps:0.1 entropy:0.8407 +2026-01-07 22:32:34 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49323.50 total_reward_ma:48216.82 loss:0.0489 fps:1494 +frame:8.95e+06 wall_t:5990 t:559375 epi:nan +opt_step:139840 lr:2.626e-05 clip_eps:0.1 entropy:0.9929 +2026-01-07 22:32:41 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49266.50 total_reward_ma:48228.61 loss:0.03149 fps:1494 +frame:8.96e+06 wall_t:5996 t:560000 epi:nan +opt_step:140000 lr:2.6e-05 clip_eps:0.1 entropy:1.073 +2026-01-07 22:32:54 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49444.50 total_reward_ma:48243.94 loss:0.06862 fps:1493 +frame:8.97e+06 wall_t:6009 t:560625 epi:nan +opt_step:140128 lr:2.58e-05 clip_eps:0.1 entropy:0.8513 +2026-01-07 22:33:00 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49444.50 total_reward_ma:48261.64 loss:0.0516 fps:1493 +frame:8.98e+06 wall_t:6016 t:561250 epi:nan +opt_step:140288 lr:2.554e-05 clip_eps:0.1 entropy:0.9151 +2026-01-07 22:33:06 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49518.50 total_reward_ma:48282.14 loss:0.02914 fps:1493 +frame:8.99e+06 wall_t:6022 t:561875 epi:nan +opt_step:140448 lr:2.528e-05 clip_eps:0.1 entropy:1.046 +2026-01-07 22:33:12 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49842.00 total_reward_ma:48305.88 loss:0.02495 fps:1493 +frame:9.00e+06 wall_t:6028 t:562500 epi:nan +opt_step:140608 lr:2.503e-05 clip_eps:0.1 entropy:0.9291 +2026-01-07 22:33:19 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49786.00 total_reward_ma:48329.22 loss:0.05003 fps:1493 +frame:9.01e+06 wall_t:6034 t:563125 epi:nan +opt_step:140768 lr:2.477e-05 clip_eps:0.1 entropy:0.7233 +2026-01-07 22:33:25 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49978.00 total_reward_ma:48355.67 loss:0.04131 fps:1493 +frame:9.02e+06 wall_t:6040 t:563750 epi:nan +opt_step:140928 lr:2.452e-05 clip_eps:0.1 entropy:1.01 +2026-01-07 22:33:31 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49582.00 total_reward_ma:48381.64 loss:0.05831 fps:1494 +frame:9.03e+06 wall_t:6046 t:564375 epi:nan +opt_step:141088 lr:2.426e-05 clip_eps:0.1 entropy:0.7347 +2026-01-07 22:33:37 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49582.00 total_reward_ma:48407.62 loss:0.05519 fps:1494 +frame:9.04e+06 wall_t:6052 t:565000 epi:nan +opt_step:141248 lr:2.4e-05 clip_eps:0.1 entropy:0.8092 +2026-01-07 22:33:43 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49437.50 total_reward_ma:48433.43 loss:0.0128 fps:1494 +frame:9.05e+06 wall_t:6058 t:565625 epi:nan +opt_step:141376 lr:2.38e-05 clip_eps:0.1 entropy:1.069 +2026-01-07 22:33:49 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49427.50 total_reward_ma:48459.36 loss:0.05903 fps:1494 +frame:9.06e+06 wall_t:6065 t:566250 epi:nan +opt_step:141536 lr:2.354e-05 clip_eps:0.1 entropy:0.7883 +2026-01-07 22:33:55 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49385.00 total_reward_ma:48484.86 loss:0.02766 fps:1494 +frame:9.07e+06 wall_t:6071 t:566875 epi:nan +opt_step:141696 lr:2.329e-05 clip_eps:0.1 entropy:1.063 +2026-01-07 22:34:01 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49395.00 total_reward_ma:48508.65 loss:0.03382 fps:1494 +frame:9.08e+06 wall_t:6077 t:567500 epi:nan +opt_step:141856 lr:2.303e-05 clip_eps:0.1 entropy:0.9343 +2026-01-07 22:34:07 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49347.00 total_reward_ma:48531.71 loss:0.05261 fps:1495 +frame:9.09e+06 wall_t:6082 t:568125 epi:nan +opt_step:142016 lr:2.277e-05 clip_eps:0.1 entropy:0.7922 +2026-01-07 22:34:12 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49403.50 total_reward_ma:48552.36 loss:0.03394 fps:1495 +frame:9.10e+06 wall_t:6087 t:568750 epi:nan +opt_step:142176 lr:2.252e-05 clip_eps:0.1 entropy:1.266 +2026-01-07 22:34:17 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:48749.00 total_reward_ma:48566.47 loss:0.05963 fps:1495 +frame:9.11e+06 wall_t:6093 t:569375 epi:nan +opt_step:142336 lr:2.226e-05 clip_eps:0.1 entropy:0.9856 +2026-01-07 22:34:24 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:48838.00 total_reward_ma:48581.61 loss:0.04094 fps:1495 +frame:9.12e+06 wall_t:6099 t:570000 epi:nan +opt_step:142496 lr:2.201e-05 clip_eps:0.1 entropy:0.841 +2026-01-07 22:34:29 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49171.00 total_reward_ma:48600.08 loss:0.03217 fps:1495 +frame:9.13e+06 wall_t:6105 t:570625 epi:nan +opt_step:142656 lr:2.175e-05 clip_eps:0.1 entropy:1.016 +2026-01-07 22:34:34 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49020.00 total_reward_ma:48617.04 loss:0.03569 fps:1496 +frame:9.14e+06 wall_t:6110 t:571250 epi:nan +opt_step:142784 lr:2.155e-05 clip_eps:0.1 entropy:0.7274 +2026-01-07 22:34:40 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:48625.00 total_reward_ma:48634.02 loss:0.0282 fps:1496 +frame:9.15e+06 wall_t:6115 t:571875 epi:nan +opt_step:142944 lr:2.129e-05 clip_eps:0.1 entropy:0.9557 +2026-01-07 22:34:45 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:48511.50 total_reward_ma:48646.77 loss:0.06364 fps:1496 +frame:9.16e+06 wall_t:6121 t:572500 epi:nan +opt_step:143104 lr:2.103e-05 clip_eps:0.1 entropy:1.1 +2026-01-07 22:34:50 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:48925.50 total_reward_ma:48662.96 loss:0.03727 fps:1497 +frame:9.17e+06 wall_t:6126 t:573125 epi:nan +opt_step:143264 lr:2.078e-05 clip_eps:0.1 entropy:1.138 +2026-01-07 22:34:56 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49133.50 total_reward_ma:48678.95 loss:0.03423 fps:1497 +frame:9.18e+06 wall_t:6131 t:573750 epi:nan +opt_step:143424 lr:2.052e-05 clip_eps:0.1 entropy:0.9344 +2026-01-07 22:35:01 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49180.50 total_reward_ma:48697.82 loss:0.04273 fps:1497 +frame:9.19e+06 wall_t:6137 t:574375 epi:nan +opt_step:143584 lr:2.027e-05 clip_eps:0.1 entropy:0.8902 +2026-01-07 22:35:06 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49028.50 total_reward_ma:48715.16 loss:0.03238 fps:1498 +frame:9.20e+06 wall_t:6142 t:575000 epi:nan +opt_step:143744 lr:2.001e-05 clip_eps:0.1 entropy:0.824 +2026-01-07 22:35:12 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49028.50 total_reward_ma:48732.73 loss:0.03011 fps:1498 +frame:9.21e+06 wall_t:6148 t:575625 epi:nan +opt_step:143904 lr:1.975e-05 clip_eps:0.1 entropy:1.231 +2026-01-07 22:35:18 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49193.00 total_reward_ma:48751.93 loss:0.01313 fps:1498 +frame:9.22e+06 wall_t:6153 t:576250 epi:nan +opt_step:144032 lr:1.955e-05 clip_eps:0.1 entropy:1.149 +2026-01-07 22:35:24 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49376.00 total_reward_ma:48772.85 loss:0.04577 fps:1498 +frame:9.23e+06 wall_t:6160 t:576875 epi:nan +opt_step:144192 lr:1.929e-05 clip_eps:0.1 entropy:1.044 +2026-01-07 22:35:31 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:48936.50 total_reward_ma:48787.14 loss:0.04655 fps:1499 +frame:9.24e+06 wall_t:6166 t:577500 epi:nan +opt_step:144352 lr:1.904e-05 clip_eps:0.1 entropy:1.106 +2026-01-07 22:35:37 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:48925.50 total_reward_ma:48801.26 loss:0.03931 fps:1499 +frame:9.25e+06 wall_t:6172 t:578125 epi:nan +opt_step:144512 lr:1.878e-05 clip_eps:0.1 entropy:1.214 +2026-01-07 22:35:43 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49098.00 total_reward_ma:48817.62 loss:0.01148 fps:1499 +frame:9.26e+06 wall_t:6179 t:578750 epi:nan +opt_step:144672 lr:1.852e-05 clip_eps:0.1 entropy:1.182 +2026-01-07 22:35:50 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49098.00 total_reward_ma:48832.15 loss:0.03467 fps:1499 +frame:9.27e+06 wall_t:6185 t:579375 epi:nan +opt_step:144832 lr:1.827e-05 clip_eps:0.1 entropy:1.234 +2026-01-07 22:35:56 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49002.00 total_reward_ma:48848.16 loss:0.01447 fps:1499 +frame:9.28e+06 wall_t:6192 t:580000 epi:nan +opt_step:144992 lr:1.801e-05 clip_eps:0.1 entropy:1.324 +2026-01-07 22:36:03 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49002.00 total_reward_ma:48866.55 loss:0.03927 fps:1499 +frame:9.29e+06 wall_t:6198 t:580625 epi:nan +opt_step:145152 lr:1.776e-05 clip_eps:0.1 entropy:1.041 +2026-01-07 22:36:09 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:48898.00 total_reward_ma:48882.96 loss:0.02668 fps:1499 +frame:9.30e+06 wall_t:6204 t:581250 epi:nan +opt_step:145312 lr:1.75e-05 clip_eps:0.1 entropy:1.104 +2026-01-07 22:36:15 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49186.50 total_reward_ma:48903.72 loss:0.05808 fps:1499 +frame:9.31e+06 wall_t:6210 t:581875 epi:nan +opt_step:145440 lr:1.73e-05 clip_eps:0.1 entropy:1.075 +2026-01-07 22:36:21 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49535.00 total_reward_ma:48927.76 loss:0.01884 fps:1499 +frame:9.32e+06 wall_t:6216 t:582500 epi:nan +opt_step:145600 lr:1.704e-05 clip_eps:0.1 entropy:1.091 +2026-01-07 22:36:27 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49562.00 total_reward_ma:48953.41 loss:0.02995 fps:1499 +frame:9.33e+06 wall_t:6223 t:583125 epi:nan +opt_step:145760 lr:1.678e-05 clip_eps:0.1 entropy:1.151 +2026-01-07 22:36:33 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49586.50 total_reward_ma:48978.85 loss:0.04841 fps:1499 +frame:9.34e+06 wall_t:6229 t:583750 epi:nan +opt_step:145920 lr:1.653e-05 clip_eps:0.1 entropy:1.056 +2026-01-07 22:36:39 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49595.50 total_reward_ma:49004.30 loss:0.02703 fps:1500 +frame:9.35e+06 wall_t:6235 t:584375 epi:nan +opt_step:146080 lr:1.627e-05 clip_eps:0.1 entropy:1.037 +2026-01-07 22:36:46 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49487.50 total_reward_ma:49025.59 loss:0.04854 fps:1500 +frame:9.36e+06 wall_t:6242 t:585000 epi:nan +opt_step:146240 lr:1.602e-05 clip_eps:0.1 entropy:1.07 +2026-01-07 22:36:53 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49799.50 total_reward_ma:49050.66 loss:0.04319 fps:1500 +frame:9.37e+06 wall_t:6248 t:585625 epi:nan +opt_step:146400 lr:1.576e-05 clip_eps:0.1 entropy:0.8729 +2026-01-07 22:36:59 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49799.50 total_reward_ma:49075.11 loss:0.0455 fps:1500 +frame:9.38e+06 wall_t:6254 t:586250 epi:nan +opt_step:146560 lr:1.55e-05 clip_eps:0.1 entropy:1.062 +2026-01-07 22:37:05 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:50283.50 total_reward_ma:49105.45 loss:0.0506 fps:1500 +frame:9.39e+06 wall_t:6260 t:586875 epi:nan +opt_step:146688 lr:1.53e-05 clip_eps:0.1 entropy:0.921 +2026-01-07 22:37:11 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:50339.00 total_reward_ma:49138.84 loss:0.03586 fps:1500 +frame:9.40e+06 wall_t:6267 t:587500 epi:nan +opt_step:146848 lr:1.504e-05 clip_eps:0.1 entropy:0.9482 +2026-01-07 22:37:18 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:50299.00 total_reward_ma:49165.06 loss:0.0713 fps:1500 +frame:9.41e+06 wall_t:6274 t:588125 epi:nan +opt_step:147008 lr:1.479e-05 clip_eps:0.1 entropy:1.005 +2026-01-07 22:37:25 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:50262.00 total_reward_ma:49190.09 loss:0.05196 fps:1500 +frame:9.42e+06 wall_t:6280 t:588750 epi:nan +opt_step:147168 lr:1.453e-05 clip_eps:0.1 entropy:1.04 +2026-01-07 22:37:31 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:50242.00 total_reward_ma:49215.20 loss:0.04046 fps:1500 +frame:9.43e+06 wall_t:6287 t:589375 epi:nan +opt_step:147328 lr:1.428e-05 clip_eps:0.1 entropy:0.9464 +2026-01-07 22:37:38 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:50118.50 total_reward_ma:49237.82 loss:0.03347 fps:1500 +frame:9.44e+06 wall_t:6293 t:590000 epi:nan +opt_step:147488 lr:1.402e-05 clip_eps:0.1 entropy:0.9052 +2026-01-07 22:37:44 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:50118.50 total_reward_ma:49260.20 loss:0.05399 fps:1500 +frame:9.45e+06 wall_t:6300 t:590625 epi:nan +opt_step:147648 lr:1.376e-05 clip_eps:0.1 entropy:1.006 +2026-01-07 22:38:31 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:50110.50 total_reward_ma:49285.35 loss:0.04754 fps:1491 +frame:9.46e+06 wall_t:6346 t:591250 epi:nan +opt_step:147808 lr:1.351e-05 clip_eps:0.1 entropy:1.055 +2026-01-07 22:38:49 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49629.00 total_reward_ma:49305.11 loss:0.05833 fps:1488 +frame:9.47e+06 wall_t:6364 t:591875 epi:nan +opt_step:147968 lr:1.325e-05 clip_eps:0.1 entropy:0.9892 +2026-01-07 22:38:55 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:50073.50 total_reward_ma:49329.30 loss:0.0595 fps:1488 +frame:9.48e+06 wall_t:6371 t:592500 epi:nan +opt_step:148096 lr:1.305e-05 clip_eps:0.1 entropy:0.8821 +2026-01-07 22:39:02 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49813.00 total_reward_ma:49350.64 loss:0.04729 fps:1488 +frame:9.49e+06 wall_t:6377 t:593125 epi:nan +opt_step:148256 lr:1.279e-05 clip_eps:0.1 entropy:0.841 +2026-01-07 22:39:08 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49934.00 total_reward_ma:49372.28 loss:0.051 fps:1488 +frame:9.50e+06 wall_t:6384 t:593750 epi:nan +opt_step:148416 lr:1.253e-05 clip_eps:0.1 entropy:0.9927 +2026-01-07 22:39:14 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49925.00 total_reward_ma:49386.12 loss:0.05829 fps:1488 +frame:9.51e+06 wall_t:6390 t:594375 epi:nan +opt_step:148576 lr:1.228e-05 clip_eps:0.1 entropy:1.116 +2026-01-07 22:39:21 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49644.00 total_reward_ma:49398.20 loss:0.06935 fps:1488 +frame:9.52e+06 wall_t:6396 t:595000 epi:nan +opt_step:148736 lr:1.202e-05 clip_eps:0.1 entropy:0.8113 +2026-01-07 22:39:27 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49517.50 total_reward_ma:49407.52 loss:0.03281 fps:1488 +frame:9.53e+06 wall_t:6403 t:595625 epi:nan +opt_step:148896 lr:1.177e-05 clip_eps:0.1 entropy:0.9937 +2026-01-07 22:39:34 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49913.00 total_reward_ma:49419.50 loss:0.07929 fps:1489 +frame:9.54e+06 wall_t:6409 t:596250 epi:nan +opt_step:149056 lr:1.151e-05 clip_eps:0.1 entropy:0.9949 +2026-01-07 22:39:40 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49913.00 total_reward_ma:49426.02 loss:0.03581 fps:1488 +frame:9.55e+06 wall_t:6416 t:596875 epi:nan +opt_step:149216 lr:1.125e-05 clip_eps:0.1 entropy:1.211 +2026-01-07 22:39:46 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49606.50 total_reward_ma:49429.27 loss:0.03213 fps:1489 +frame:9.56e+06 wall_t:6422 t:597500 epi:nan +opt_step:149344 lr:1.105e-05 clip_eps:0.1 entropy:1.037 +2026-01-07 22:39:52 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49599.00 total_reward_ma:49432.82 loss:0.03241 fps:1489 +frame:9.57e+06 wall_t:6428 t:598125 epi:nan +opt_step:149504 lr:1.079e-05 clip_eps:0.1 entropy:1.081 +2026-01-07 22:39:59 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49442.00 total_reward_ma:49434.66 loss:0.02653 fps:1489 +frame:9.58e+06 wall_t:6434 t:598750 epi:nan +opt_step:149664 lr:1.054e-05 clip_eps:0.1 entropy:0.9905 +2026-01-07 22:40:05 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49405.00 total_reward_ma:49436.87 loss:0.05839 fps:1489 +frame:9.59e+06 wall_t:6441 t:599375 epi:nan +opt_step:149824 lr:1.028e-05 clip_eps:0.1 entropy:1.105 +2026-01-07 22:40:13 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49480.00 total_reward_ma:49439.83 loss:0.02073 fps:1489 +frame:9.60e+06 wall_t:6448 t:600000 epi:nan +opt_step:149984 lr:1.003e-05 clip_eps:0.1 entropy:1.205 +2026-01-07 22:40:20 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49242.00 total_reward_ma:49440.19 loss:0.03026 fps:1489 +frame:9.61e+06 wall_t:6455 t:600625 epi:nan +opt_step:150144 lr:9.77e-06 clip_eps:0.1 entropy:0.9825 +2026-01-07 22:40:27 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49202.00 total_reward_ma:49441.67 loss:0.02674 fps:1489 +frame:9.62e+06 wall_t:6462 t:601250 epi:nan +opt_step:150304 lr:9.514e-06 clip_eps:0.1 entropy:0.9741 +2026-01-07 22:40:33 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49202.00 total_reward_ma:49444.28 loss:0.03304 fps:1489 +frame:9.63e+06 wall_t:6469 t:601875 epi:nan +opt_step:150464 lr:9.258e-06 clip_eps:0.1 entropy:1.043 +2026-01-07 22:40:39 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49735.00 total_reward_ma:49451.71 loss:0.03353 fps:1489 +frame:9.64e+06 wall_t:6475 t:602500 epi:nan +opt_step:150624 lr:9.002e-06 clip_eps:0.1 entropy:1.206 +2026-01-07 22:40:45 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:50019.50 total_reward_ma:49458.43 loss:0.06327 fps:1489 +frame:9.65e+06 wall_t:6481 t:603125 epi:nan +opt_step:150752 lr:8.797e-06 clip_eps:0.1 entropy:1.096 +2026-01-07 22:40:52 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49936.00 total_reward_ma:49463.79 loss:0.0543 fps:1489 +frame:9.66e+06 wall_t:6487 t:603750 epi:nan +opt_step:150912 lr:8.541e-06 clip_eps:0.1 entropy:1.143 +2026-01-07 22:40:59 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:49882.50 total_reward_ma:49468.45 loss:0.05626 fps:1489 +frame:9.67e+06 wall_t:6494 t:604375 epi:nan +opt_step:151072 lr:8.285e-06 clip_eps:0.1 entropy:0.9756 +2026-01-07 22:41:06 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:50384.50 total_reward_ma:49478.12 loss:0.03714 fps:1489 +frame:9.68e+06 wall_t:6501 t:605000 epi:nan +opt_step:151232 lr:8.029e-06 clip_eps:0.1 entropy:1.165 +2026-01-07 22:41:12 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:50429.50 total_reward_ma:49490.17 loss:0.02452 fps:1489 +frame:9.69e+06 wall_t:6508 t:605625 epi:nan +opt_step:151392 lr:7.773e-06 clip_eps:0.1 entropy:1.116 +2026-01-07 22:41:19 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:50291.50 total_reward_ma:49501.52 loss:0.05371 fps:1489 +frame:9.70e+06 wall_t:6514 t:606250 epi:nan +opt_step:151552 lr:7.517e-06 clip_eps:0.1 entropy:0.8527 +2026-01-07 22:41:25 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:50510.50 total_reward_ma:49515.07 loss:0.07781 fps:1489 +frame:9.71e+06 wall_t:6520 t:606875 epi:nan +opt_step:151712 lr:7.261e-06 clip_eps:0.1 entropy:1.067 +2026-01-07 22:41:32 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:50459.00 total_reward_ma:49529.26 loss:0.04113 fps:1489 +frame:9.72e+06 wall_t:6527 t:607500 epi:nan +opt_step:151872 lr:7.005e-06 clip_eps:0.1 entropy:1.114 +2026-01-07 22:41:37 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:50619.00 total_reward_ma:49544.73 loss:0.05556 fps:1489 +frame:9.73e+06 wall_t:6533 t:608125 epi:nan +opt_step:152000 lr:6.8e-06 clip_eps:0.1 entropy:1.23 +2026-01-07 22:41:44 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:51059.50 total_reward_ma:49564.59 loss:0.07023 fps:1489 +frame:9.74e+06 wall_t:6540 t:608750 epi:nan +opt_step:152160 lr:6.544e-06 clip_eps:0.1 entropy:1.086 +2026-01-07 22:41:51 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:50727.50 total_reward_ma:49581.56 loss:0.02355 fps:1489 +frame:9.75e+06 wall_t:6547 t:609375 epi:nan +opt_step:152320 lr:6.288e-06 clip_eps:0.1 entropy:1.242 +2026-01-07 22:41:58 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:50727.50 total_reward_ma:49590.89 loss:0.0307 fps:1489 +frame:9.76e+06 wall_t:6553 t:610000 epi:nan +opt_step:152480 lr:6.032e-06 clip_eps:0.1 entropy:1.228 +2026-01-07 22:42:04 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:50715.00 total_reward_ma:49601.34 loss:0.04499 fps:1489 +frame:9.77e+06 wall_t:6560 t:610625 epi:nan +opt_step:152640 lr:5.776e-06 clip_eps:0.1 entropy:1.302 +2026-01-07 22:42:11 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:50577.50 total_reward_ma:49611.21 loss:0.0422 fps:1489 +frame:9.78e+06 wall_t:6566 t:611250 epi:nan +opt_step:152800 lr:5.52e-06 clip_eps:0.1 entropy:1.625 +2026-01-07 22:42:17 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:50577.50 total_reward_ma:49619.67 loss:0.01124 fps:1490 +frame:9.79e+06 wall_t:6572 t:611875 epi:nan +opt_step:152960 lr:5.264e-06 clip_eps:0.1 entropy:1.636 +2026-01-07 22:42:23 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:51087.00 total_reward_ma:49633.23 loss:0.0218 fps:1490 +frame:9.80e+06 wall_t:6579 t:612500 epi:nan +opt_step:153120 lr:5.008e-06 clip_eps:0.1 entropy:1.56 +2026-01-07 22:42:30 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:51167.00 total_reward_ma:49646.94 loss:0.01271 fps:1490 +frame:9.81e+06 wall_t:6585 t:613125 epi:nan +opt_step:153280 lr:4.752e-06 clip_eps:0.1 entropy:1.681 +2026-01-07 22:42:36 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:51111.50 total_reward_ma:49663.45 loss:0.01897 fps:1490 +frame:9.82e+06 wall_t:6591 t:613750 epi:nan +opt_step:153408 lr:4.547e-06 clip_eps:0.1 entropy:1.68 +2026-01-07 22:42:42 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:51208.50 total_reward_ma:49678.07 loss:-0.0005687 fps:1490 +frame:9.83e+06 wall_t:6598 t:614375 epi:nan +opt_step:153568 lr:4.291e-06 clip_eps:0.1 entropy:1.834 +2026-01-07 22:42:49 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:51208.50 total_reward_ma:49692.66 loss:0.006114 fps:1490 +frame:9.84e+06 wall_t:6604 t:615000 epi:nan +opt_step:153728 lr:4.035e-06 clip_eps:0.1 entropy:1.658 +2026-01-07 22:42:55 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:51379.00 total_reward_ma:49708.85 loss:0.004409 fps:1490 +frame:9.85e+06 wall_t:6611 t:615625 epi:nan +opt_step:153888 lr:3.779e-06 clip_eps:0.1 entropy:1.697 +2026-01-07 22:43:01 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:51379.00 total_reward_ma:49725.04 loss:0.02842 fps:1490 +frame:9.86e+06 wall_t:6617 t:616250 epi:nan +opt_step:154048 lr:3.523e-06 clip_eps:0.1 entropy:1.748 +2026-01-07 22:43:08 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:51299.50 total_reward_ma:49744.16 loss:0.05271 fps:1490 +frame:9.87e+06 wall_t:6623 t:616875 epi:nan +opt_step:154208 lr:3.267e-06 clip_eps:0.1 entropy:1.574 +2026-01-07 22:43:59 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:51138.00 total_reward_ma:49763.59 loss:0.02201 fps:1480 +frame:9.88e+06 wall_t:6674 t:617500 epi:nan +opt_step:154368 lr:3.011e-06 clip_eps:0.1 entropy:1.627 +2026-01-07 22:44:14 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:51335.50 total_reward_ma:49786.53 loss:0.01132 fps:1479 +frame:9.89e+06 wall_t:6689 t:618125 epi:nan +opt_step:154528 lr:2.755e-06 clip_eps:0.1 entropy:1.557 +2026-01-07 22:44:20 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:51335.00 total_reward_ma:49806.66 loss:0.02914 fps:1478 +frame:9.90e+06 wall_t:6696 t:618750 epi:nan +opt_step:154656 lr:2.55e-06 clip_eps:0.1 entropy:1.274 +2026-01-07 22:44:26 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:51335.00 total_reward_ma:49828.54 loss:0.03782 fps:1479 +frame:9.91e+06 wall_t:6702 t:619375 epi:nan +opt_step:154816 lr:2.294e-06 clip_eps:0.1 entropy:1.345 +2026-01-07 22:44:32 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:51412.50 total_reward_ma:49851.18 loss:0.01962 fps:1479 +frame:9.92e+06 wall_t:6708 t:620000 epi:nan +opt_step:154976 lr:2.038e-06 clip_eps:0.1 entropy:1.452 +2026-01-07 22:44:38 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:51113.50 total_reward_ma:49870.84 loss:0.03256 fps:1479 +frame:9.93e+06 wall_t:6713 t:620625 epi:nan +opt_step:155136 lr:1.782e-06 clip_eps:0.1 entropy:1.127 +2026-01-07 22:44:43 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:50942.00 total_reward_ma:49888.71 loss:0.02634 fps:1479 +frame:9.94e+06 wall_t:6719 t:621250 epi:nan +opt_step:155296 lr:1.526e-06 clip_eps:0.1 entropy:1.346 +2026-01-07 22:44:49 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:50751.50 total_reward_ma:49903.00 loss:0.07304 fps:1480 +frame:9.95e+06 wall_t:6725 t:621875 epi:nan +opt_step:155456 lr:1.27e-06 clip_eps:0.1 entropy:1.294 +2026-01-07 22:44:55 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:50470.00 total_reward_ma:49915.03 loss:0.0698 fps:1480 +frame:9.96e+06 wall_t:6730 t:622500 epi:nan +opt_step:155616 lr:1.014e-06 clip_eps:0.1 entropy:0.8241 +2026-01-07 22:45:00 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:50369.00 total_reward_ma:49924.27 loss:0.05421 fps:1480 +frame:9.97e+06 wall_t:6736 t:623125 epi:nan +opt_step:155776 lr:7.584e-07 clip_eps:0.1 entropy:1.036 +2026-01-07 22:45:05 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:50104.50 total_reward_ma:49930.88 loss:0.05026 fps:1480 +frame:9.98e+06 wall_t:6741 t:623750 epi:nan +opt_step:155936 lr:5.024e-07 clip_eps:0.1 entropy:1.026 +2026-01-07 22:45:10 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:50149.50 total_reward_ma:49937.18 loss:0.03972 fps:1481 +frame:9.99e+06 wall_t:6746 t:624375 epi:nan +opt_step:156064 lr:2.976e-07 clip_eps:0.1 entropy:1.189 +2026-01-07 22:45:16 | INFO | PID:1842 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_defender_t0_s2 [train] +total_reward:50149.50 total_reward_ma:49940.26 loss:0.03891 fps:1481 +frame:1.00e+07 wall_t:6751 t:625000 epi:nan +opt_step:156224 lr:4.16e-08 clip_eps:0.1 entropy:1.314 +2026-01-07 22:45:17 | INFO | PID:1842 | slm_lab.lib.logger:info | Session 2 done diff --git a/data/ppo_atari_lam70_defender_2026_01_07_205238/log/ppo_atari_lam70_defender_t0_s3.log b/data/ppo_atari_lam70_defender_2026_01_07_205238/log/ppo_atari_lam70_defender_t0_s3.log new file mode 100644 index 0000000000000000000000000000000000000000..a221e54a6ccd761d2e69f905ebc5ee05c0957833 --- /dev/null +++ b/data/ppo_atari_lam70_defender_2026_01_07_205238/log/ppo_atari_lam70_defender_t0_s3.log @@ -0,0 +1,4002 @@ +2026-01-07 20:52:42 | INFO | PID:1843 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-07 20:53:15 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:683.33 total_reward_ma:683.33 loss:-0.02338 fps:333.3 +frame:1.00e+04 wall_t:30 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:2.86 +2026-01-07 20:53:21 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:1300.00 total_reward_ma:991.67 loss:-0.03426 fps:540.5 +frame:2.00e+04 wall_t:37 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:2.829 +2026-01-07 20:53:27 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:2795.45 total_reward_ma:1592.93 loss:-0.03017 fps:714.3 +frame:3.00e+04 wall_t:42 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:2.848 +2026-01-07 20:53:34 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:2850.00 total_reward_ma:1907.20 loss:-0.03236 fps:800 +frame:4.00e+04 wall_t:50 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:2.84 +2026-01-07 20:53:40 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:2867.50 total_reward_ma:2099.26 loss:-0.03213 fps:892.9 +frame:5.00e+04 wall_t:56 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:2.832 +2026-01-07 20:53:46 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:2930.95 total_reward_ma:2237.87 loss:-0.05079 fps:983.6 +frame:6.00e+04 wall_t:61 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:2.834 +2026-01-07 20:53:52 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:2802.08 total_reward_ma:2318.47 loss:-0.03722 fps:1029 +frame:7.00e+04 wall_t:68 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:2.809 +2026-01-07 20:54:00 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:2880.36 total_reward_ma:2388.71 loss:-0.03864 fps:1053 +frame:8.00e+04 wall_t:76 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:2.805 +2026-01-07 20:54:07 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:2890.00 total_reward_ma:2444.41 loss:-0.03417 fps:1098 +frame:9.00e+04 wall_t:82 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:2.812 +2026-01-07 20:54:14 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:2963.64 total_reward_ma:2496.33 loss:-0.04274 fps:1111 +frame:1.00e+05 wall_t:90 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:2.804 +2026-01-07 20:54:20 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:3142.11 total_reward_ma:2555.04 loss:-0.03306 fps:1158 +frame:1.10e+05 wall_t:95 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:2.785 +2026-01-07 20:54:25 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:3195.56 total_reward_ma:2608.41 loss:-0.03049 fps:1188 +frame:1.20e+05 wall_t:101 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:2.778 +2026-01-07 20:54:31 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:3318.63 total_reward_ma:2663.05 loss:-0.0359 fps:1215 +frame:1.30e+05 wall_t:107 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:2.736 +2026-01-07 20:54:37 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:3320.37 total_reward_ma:2710.00 loss:-0.03777 fps:1239 +frame:1.40e+05 wall_t:113 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:2.733 +2026-01-07 20:54:45 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:3352.42 total_reward_ma:2752.83 loss:-0.03472 fps:1250 +frame:1.50e+05 wall_t:120 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:2.691 +2026-01-07 20:54:52 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:3432.14 total_reward_ma:2795.28 loss:-0.02128 fps:1250 +frame:1.60e+05 wall_t:128 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:2.695 +2026-01-07 20:54:59 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:3444.52 total_reward_ma:2833.47 loss:-0.03212 fps:1259 +frame:1.70e+05 wall_t:135 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:2.673 +2026-01-07 20:55:04 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:3581.25 total_reward_ma:2875.02 loss:-0.03362 fps:1286 +frame:1.80e+05 wall_t:140 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:2.668 +2026-01-07 20:55:11 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:3626.83 total_reward_ma:2914.59 loss:-0.04284 fps:1301 +frame:1.90e+05 wall_t:146 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:2.63 +2026-01-07 20:55:17 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:3700.00 total_reward_ma:2953.86 loss:-0.03495 fps:1307 +frame:2.00e+05 wall_t:153 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:2.64 +2026-01-07 20:55:25 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:3712.78 total_reward_ma:2990.00 loss:-0.03765 fps:1312 +frame:2.10e+05 wall_t:160 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:2.626 +2026-01-07 20:55:32 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:3736.32 total_reward_ma:3023.92 loss:-0.03621 fps:1317 +frame:2.20e+05 wall_t:167 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:2.676 +2026-01-07 20:55:38 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:3778.57 total_reward_ma:3056.73 loss:-0.04432 fps:1322 +frame:2.30e+05 wall_t:174 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:2.668 +2026-01-07 20:55:45 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:3778.00 total_reward_ma:3086.78 loss:-0.05314 fps:1326 +frame:2.40e+05 wall_t:181 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:2.68 +2026-01-07 20:55:52 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:3951.00 total_reward_ma:3121.35 loss:-0.0347 fps:1337 +frame:2.50e+05 wall_t:187 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:2.647 +2026-01-07 20:55:58 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:4004.00 total_reward_ma:3155.30 loss:-0.03174 fps:1340 +frame:2.60e+05 wall_t:194 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:2.642 +2026-01-07 20:56:06 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:4022.50 total_reward_ma:3187.42 loss:-0.03354 fps:1343 +frame:2.70e+05 wall_t:201 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:2.583 +2026-01-07 20:56:14 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:4051.50 total_reward_ma:3218.28 loss:-0.02766 fps:1340 +frame:2.80e+05 wall_t:209 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:2.592 +2026-01-07 20:56:22 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:4051.50 total_reward_ma:3247.01 loss:-0.03533 fps:1330 +frame:2.90e+05 wall_t:218 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:2.562 +2026-01-07 20:56:30 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:4262.50 total_reward_ma:3280.86 loss:-0.02758 fps:1327 +frame:3.00e+05 wall_t:226 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:2.582 +2026-01-07 20:56:38 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:4309.00 total_reward_ma:3314.03 loss:-0.03316 fps:1330 +frame:3.10e+05 wall_t:233 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:2.474 +2026-01-07 20:56:45 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:4333.00 total_reward_ma:3345.87 loss:-0.03978 fps:1328 +frame:3.20e+05 wall_t:241 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:2.524 +2026-01-07 20:56:52 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:4346.00 total_reward_ma:3376.18 loss:-0.03404 fps:1336 +frame:3.30e+05 wall_t:247 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:2.488 +2026-01-07 20:56:59 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:4431.00 total_reward_ma:3407.20 loss:-0.03862 fps:1339 +frame:3.40e+05 wall_t:254 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:2.482 +2026-01-07 20:57:05 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:4535.50 total_reward_ma:3439.44 loss:-0.04057 fps:1341 +frame:3.50e+05 wall_t:261 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:2.518 +2026-01-07 20:57:12 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:4623.50 total_reward_ma:3472.33 loss:-0.03462 fps:1348 +frame:3.60e+05 wall_t:267 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:2.596 +2026-01-07 20:57:19 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:4661.50 total_reward_ma:3504.47 loss:-0.03926 fps:1345 +frame:3.70e+05 wall_t:275 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:2.541 +2026-01-07 20:57:26 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:4693.00 total_reward_ma:3535.75 loss:-0.0363 fps:1352 +frame:3.80e+05 wall_t:281 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:2.518 +2026-01-07 20:57:33 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:4752.00 total_reward_ma:3566.93 loss:-0.02752 fps:1349 +frame:3.90e+05 wall_t:289 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:2.565 +2026-01-07 20:57:41 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:4762.00 total_reward_ma:3596.81 loss:-0.03695 fps:1351 +frame:4.00e+05 wall_t:296 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:2.543 +2026-01-07 20:57:47 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:4668.00 total_reward_ma:3622.93 loss:-0.03476 fps:1353 +frame:4.10e+05 wall_t:303 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:2.552 +2026-01-07 20:57:54 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:4686.00 total_reward_ma:3648.25 loss:-0.03367 fps:1355 +frame:4.20e+05 wall_t:310 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:2.529 +2026-01-07 20:58:00 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:4665.00 total_reward_ma:3671.89 loss:-0.03949 fps:1361 +frame:4.30e+05 wall_t:316 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:2.564 +2026-01-07 20:58:08 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:4673.50 total_reward_ma:3694.65 loss:-0.03678 fps:1362 +frame:4.40e+05 wall_t:323 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:2.457 +2026-01-07 20:58:15 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:4636.00 total_reward_ma:3715.57 loss:-0.03658 fps:1364 +frame:4.50e+05 wall_t:330 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:2.478 +2026-01-07 20:58:22 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:4676.50 total_reward_ma:3736.46 loss:-0.02939 fps:1365 +frame:4.60e+05 wall_t:337 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:2.457 +2026-01-07 20:58:29 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:4680.00 total_reward_ma:3756.54 loss:-0.02887 fps:1366 +frame:4.70e+05 wall_t:344 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:2.508 +2026-01-07 20:58:35 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:4596.00 total_reward_ma:3774.03 loss:-0.03649 fps:1368 +frame:4.80e+05 wall_t:351 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:2.456 +2026-01-07 20:58:42 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:4701.00 total_reward_ma:3792.95 loss:-0.04134 fps:1369 +frame:4.90e+05 wall_t:358 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:2.418 +2026-01-07 20:58:49 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:4627.00 total_reward_ma:3809.63 loss:-0.03764 fps:1370 +frame:5.00e+05 wall_t:365 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:2.439 +2026-01-07 20:58:56 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:4588.00 total_reward_ma:3824.89 loss:-0.03844 fps:1371 +frame:5.10e+05 wall_t:372 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:2.475 +2026-01-07 20:59:04 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:4599.00 total_reward_ma:3839.78 loss:-0.03112 fps:1372 +frame:5.20e+05 wall_t:379 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:2.474 +2026-01-07 20:59:12 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:4808.00 total_reward_ma:3858.04 loss:-0.02905 fps:1370 +frame:5.30e+05 wall_t:387 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:2.494 +2026-01-07 20:59:21 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:4887.50 total_reward_ma:3877.11 loss:-0.03692 fps:1360 +frame:5.40e+05 wall_t:397 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:2.489 +2026-01-07 20:59:29 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:4947.00 total_reward_ma:3896.56 loss:-0.03081 fps:1361 +frame:5.50e+05 wall_t:404 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:2.484 +2026-01-07 20:59:36 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:4978.00 total_reward_ma:3915.87 loss:-0.02782 fps:1363 +frame:5.60e+05 wall_t:411 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:2.419 +2026-01-07 20:59:43 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:5091.50 total_reward_ma:3936.50 loss:-0.02664 fps:1360 +frame:5.70e+05 wall_t:419 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:2.411 +2026-01-07 20:59:50 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:5034.00 total_reward_ma:3955.42 loss:-0.03578 fps:1365 +frame:5.80e+05 wall_t:425 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:2.429 +2026-01-07 20:59:56 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:5132.00 total_reward_ma:3975.36 loss:-0.02908 fps:1366 +frame:5.90e+05 wall_t:432 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:2.379 +2026-01-07 21:00:03 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:5511.00 total_reward_ma:4000.96 loss:-0.02044 fps:1370 +frame:6.00e+05 wall_t:438 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:2.352 +2026-01-07 21:00:10 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:5589.00 total_reward_ma:4026.99 loss:-0.03234 fps:1371 +frame:6.10e+05 wall_t:445 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:2.358 +2026-01-07 21:00:17 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:5681.00 total_reward_ma:4053.67 loss:-0.02968 fps:1372 +frame:6.20e+05 wall_t:452 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:2.378 +2026-01-07 21:00:24 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:5806.00 total_reward_ma:4081.48 loss:-0.03347 fps:1373 +frame:6.30e+05 wall_t:459 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:2.368 +2026-01-07 21:00:31 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:5977.00 total_reward_ma:4111.10 loss:-0.02754 fps:1373 +frame:6.40e+05 wall_t:466 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:2.32 +2026-01-07 21:00:37 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:6323.00 total_reward_ma:4145.13 loss:-0.02103 fps:1374 +frame:6.50e+05 wall_t:473 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:2.342 +2026-01-07 21:00:44 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:6393.50 total_reward_ma:4179.19 loss:-0.03084 fps:1375 +frame:6.60e+05 wall_t:480 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:2.329 +2026-01-07 21:00:51 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:6318.50 total_reward_ma:4211.12 loss:-0.01735 fps:1379 +frame:6.70e+05 wall_t:486 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:2.325 +2026-01-07 21:00:58 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:6342.00 total_reward_ma:4242.46 loss:-0.03091 fps:1377 +frame:6.80e+05 wall_t:494 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:2.219 +2026-01-07 21:01:05 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:6631.00 total_reward_ma:4277.08 loss:-0.03407 fps:1380 +frame:6.90e+05 wall_t:500 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:2.175 +2026-01-07 21:01:12 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:6699.00 total_reward_ma:4311.68 loss:-0.03216 fps:1381 +frame:7.00e+05 wall_t:507 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:2.219 +2026-01-07 21:01:19 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:7047.50 total_reward_ma:4350.21 loss:-0.02676 fps:1381 +frame:7.10e+05 wall_t:514 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:2.238 +2026-01-07 21:01:25 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:7204.00 total_reward_ma:4389.84 loss:-0.02686 fps:1382 +frame:7.20e+05 wall_t:521 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:2.189 +2026-01-07 21:01:32 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:7526.00 total_reward_ma:4432.81 loss:-0.02437 fps:1383 +frame:7.30e+05 wall_t:528 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:2.201 +2026-01-07 21:01:39 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:8000.00 total_reward_ma:4481.01 loss:-0.02929 fps:1383 +frame:7.40e+05 wall_t:535 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:2.205 +2026-01-07 21:01:48 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:8016.50 total_reward_ma:4528.15 loss:-0.01185 fps:1381 +frame:7.50e+05 wall_t:543 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:2.085 +2026-01-07 21:01:56 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:8044.50 total_reward_ma:4574.42 loss:-0.02614 fps:1377 +frame:7.60e+05 wall_t:552 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:2.246 +2026-01-07 21:02:04 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:8429.50 total_reward_ma:4624.48 loss:-0.01141 fps:1377 +frame:7.70e+05 wall_t:559 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:2.064 +2026-01-07 21:02:12 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:8422.00 total_reward_ma:4673.17 loss:-0.0194 fps:1376 +frame:7.80e+05 wall_t:567 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:2 +2026-01-07 21:02:18 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:8278.00 total_reward_ma:4718.80 loss:-0.02073 fps:1376 +frame:7.90e+05 wall_t:574 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:2.128 +2026-01-07 21:02:25 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:8395.00 total_reward_ma:4764.75 loss:-0.0206 fps:1379 +frame:8.00e+05 wall_t:580 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:2.001 +2026-01-07 21:02:33 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:8481.50 total_reward_ma:4810.64 loss:-0.01828 fps:1378 +frame:8.10e+05 wall_t:588 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:2.037 +2026-01-07 21:02:39 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:8666.00 total_reward_ma:4857.66 loss:-0.01033 fps:1380 +frame:8.20e+05 wall_t:594 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:2.031 +2026-01-07 21:02:45 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:8841.00 total_reward_ma:4905.65 loss:-0.01608 fps:1381 +frame:8.30e+05 wall_t:601 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:2.021 +2026-01-07 21:02:51 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:8881.50 total_reward_ma:4952.98 loss:-0.03114 fps:1386 +frame:8.40e+05 wall_t:606 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:2.141 +2026-01-07 21:02:58 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:9209.00 total_reward_ma:5003.05 loss:-0.009509 fps:1384 +frame:8.50e+05 wall_t:614 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:1.98 +2026-01-07 21:03:05 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:8869.50 total_reward_ma:5048.01 loss:-0.01739 fps:1385 +frame:8.60e+05 wall_t:621 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:1.893 +2026-01-07 21:03:12 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:8723.00 total_reward_ma:5090.25 loss:-0.02038 fps:1385 +frame:8.70e+05 wall_t:628 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:2.012 +2026-01-07 21:03:19 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:8707.00 total_reward_ma:5131.35 loss:-0.0161 fps:1386 +frame:8.80e+05 wall_t:635 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:1.995 +2026-01-07 21:03:26 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:8861.00 total_reward_ma:5173.26 loss:-0.02713 fps:1388 +frame:8.90e+05 wall_t:641 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:2.101 +2026-01-07 21:03:33 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:8876.00 total_reward_ma:5214.40 loss:-0.01492 fps:1389 +frame:9.00e+05 wall_t:648 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:2.053 +2026-01-07 21:03:40 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:8813.00 total_reward_ma:5253.94 loss:-0.03111 fps:1387 +frame:9.10e+05 wall_t:656 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:2.09 +2026-01-07 21:03:47 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:8717.50 total_reward_ma:5291.59 loss:-0.01869 fps:1388 +frame:9.20e+05 wall_t:663 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:2.157 +2026-01-07 21:03:54 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:9262.50 total_reward_ma:5334.29 loss:-0.0227 fps:1388 +frame:9.30e+05 wall_t:670 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:2.124 +2026-01-07 21:04:00 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:9422.50 total_reward_ma:5377.78 loss:-0.001127 fps:1393 +frame:9.40e+05 wall_t:675 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:2.036 +2026-01-07 21:04:08 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:9456.50 total_reward_ma:5420.71 loss:-0.0198 fps:1391 +frame:9.50e+05 wall_t:683 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:2.056 +2026-01-07 21:04:14 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:9758.00 total_reward_ma:5465.89 loss:-0.02198 fps:1391 +frame:9.60e+05 wall_t:690 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:2.087 +2026-01-07 21:04:21 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:9778.50 total_reward_ma:5510.35 loss:-0.005642 fps:1392 +frame:9.70e+05 wall_t:697 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:2.114 +2026-01-07 21:04:29 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:9979.00 total_reward_ma:5555.95 loss:-0.02656 fps:1392 +frame:9.80e+05 wall_t:704 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:2.09 +2026-01-07 21:04:35 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:9890.50 total_reward_ma:5599.74 loss:-0.01944 fps:1392 +frame:9.90e+05 wall_t:711 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:1.978 +2026-01-07 21:04:43 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:9904.00 total_reward_ma:5642.78 loss:-0.00739 fps:1393 +frame:1.00e+06 wall_t:718 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:1.89 +2026-01-07 21:04:50 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:10177.00 total_reward_ma:5737.71 loss:-0.00521 fps:1391 +frame:1.01e+06 wall_t:726 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:1.866 +2026-01-07 21:04:57 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:10305.50 total_reward_ma:5827.77 loss:-0.01121 fps:1393 +frame:1.02e+06 wall_t:732 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:1.9 +2026-01-07 21:05:03 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:10449.50 total_reward_ma:5904.31 loss:-0.005381 fps:1394 +frame:1.03e+06 wall_t:739 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:1.801 +2026-01-07 21:05:10 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:10342.50 total_reward_ma:5979.23 loss:-0.02055 fps:1396 +frame:1.04e+06 wall_t:745 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:1.917 +2026-01-07 21:05:17 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:10679.00 total_reward_ma:6057.35 loss:-0.0127 fps:1396 +frame:1.05e+06 wall_t:752 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:1.888 +2026-01-07 21:05:24 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:10802.00 total_reward_ma:6136.06 loss:-0.01878 fps:1397 +frame:1.06e+06 wall_t:759 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:1.909 +2026-01-07 21:05:31 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:10931.00 total_reward_ma:6217.35 loss:-0.0225 fps:1397 +frame:1.07e+06 wall_t:766 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:1.933 +2026-01-07 21:05:37 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:10884.00 total_reward_ma:6297.39 loss:-0.009085 fps:1397 +frame:1.08e+06 wall_t:773 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:2.001 +2026-01-07 21:05:44 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:10786.00 total_reward_ma:6376.35 loss:-0.01666 fps:1399 +frame:1.09e+06 wall_t:779 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:1.987 +2026-01-07 21:05:51 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:11192.00 total_reward_ma:6458.63 loss:-0.01576 fps:1399 +frame:1.10e+06 wall_t:786 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:1.894 +2026-01-07 21:05:57 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:11510.00 total_reward_ma:6542.31 loss:-0.0146 fps:1402 +frame:1.11e+06 wall_t:792 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:1.909 +2026-01-07 21:06:04 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:11603.50 total_reward_ma:6626.39 loss:0.007835 fps:1400 +frame:1.12e+06 wall_t:800 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:1.803 +2026-01-07 21:06:13 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:11922.00 total_reward_ma:6712.42 loss:-0.01653 fps:1399 +frame:1.13e+06 wall_t:808 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:1.979 +2026-01-07 21:06:20 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:11923.00 total_reward_ma:6798.45 loss:0.005319 fps:1399 +frame:1.14e+06 wall_t:815 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:1.699 +2026-01-07 21:06:27 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:12091.00 total_reward_ma:6885.83 loss:-0.01068 fps:1399 +frame:1.15e+06 wall_t:822 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:1.967 +2026-01-07 21:06:34 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:12505.00 total_reward_ma:6976.56 loss:-0.01574 fps:1399 +frame:1.16e+06 wall_t:829 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:1.858 +2026-01-07 21:06:41 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:12885.50 total_reward_ma:7070.97 loss:-0.0054 fps:1400 +frame:1.17e+06 wall_t:836 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:1.737 +2026-01-07 21:06:48 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:12897.00 total_reward_ma:7164.13 loss:-0.01519 fps:1400 +frame:1.18e+06 wall_t:843 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:1.888 +2026-01-07 21:06:55 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:13104.00 total_reward_ma:7258.90 loss:0.009801 fps:1400 +frame:1.19e+06 wall_t:850 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:1.734 +2026-01-07 21:07:01 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:13144.00 total_reward_ma:7353.34 loss:-0.01338 fps:1402 +frame:1.20e+06 wall_t:856 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:2.04 +2026-01-07 21:07:08 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:13782.50 total_reward_ma:7454.04 loss:-0.009868 fps:1402 +frame:1.21e+06 wall_t:863 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:1.846 +2026-01-07 21:07:15 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:13979.50 total_reward_ma:7556.47 loss:-0.01448 fps:1402 +frame:1.22e+06 wall_t:870 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:2.048 +2026-01-07 21:07:23 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:14116.00 total_reward_ma:7659.85 loss:-0.03405 fps:1401 +frame:1.23e+06 wall_t:878 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:2.042 +2026-01-07 21:07:30 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:14173.50 total_reward_ma:7763.80 loss:-0.001049 fps:1401 +frame:1.24e+06 wall_t:885 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:1.805 +2026-01-07 21:07:37 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:14161.50 total_reward_ma:7865.90 loss:-0.01481 fps:1401 +frame:1.25e+06 wall_t:892 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:1.893 +2026-01-07 21:07:44 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:14171.50 total_reward_ma:7967.58 loss:0.003657 fps:1402 +frame:1.26e+06 wall_t:899 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:1.717 +2026-01-07 21:07:50 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:14478.00 total_reward_ma:8072.13 loss:-0.003827 fps:1402 +frame:1.27e+06 wall_t:906 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:1.799 +2026-01-07 21:07:57 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:14221.00 total_reward_ma:8173.83 loss:0.0009838 fps:1402 +frame:1.28e+06 wall_t:913 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:1.73 +2026-01-07 21:08:03 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:14042.50 total_reward_ma:8273.74 loss:0.01088 fps:1404 +frame:1.29e+06 wall_t:919 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:1.722 +2026-01-07 21:08:10 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:14139.50 total_reward_ma:8372.51 loss:-0.01874 fps:1405 +frame:1.30e+06 wall_t:925 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:1.749 +2026-01-07 21:08:17 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:14017.50 total_reward_ma:8469.59 loss:0.006396 fps:1406 +frame:1.31e+06 wall_t:932 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:1.811 +2026-01-07 21:08:23 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:13871.00 total_reward_ma:8564.97 loss:-0.002762 fps:1407 +frame:1.32e+06 wall_t:938 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:1.614 +2026-01-07 21:08:29 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:13802.50 total_reward_ma:8659.54 loss:0.01575 fps:1409 +frame:1.33e+06 wall_t:944 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:1.575 +2026-01-07 21:08:35 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:13757.50 total_reward_ma:8752.80 loss:0.000187 fps:1409 +frame:1.34e+06 wall_t:951 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:1.69 +2026-01-07 21:08:43 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:13787.00 total_reward_ma:8845.32 loss:-0.009238 fps:1409 +frame:1.35e+06 wall_t:958 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:1.817 +2026-01-07 21:08:50 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:13882.00 total_reward_ma:8937.91 loss:0.01287 fps:1409 +frame:1.36e+06 wall_t:965 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:1.728 +2026-01-07 21:08:56 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:14435.50 total_reward_ma:9035.64 loss:0.004867 fps:1411 +frame:1.37e+06 wall_t:971 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:1.696 +2026-01-07 21:09:02 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:14301.00 total_reward_ma:9131.72 loss:-0.003923 fps:1411 +frame:1.38e+06 wall_t:978 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:1.752 +2026-01-07 21:09:09 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:14231.50 total_reward_ma:9226.52 loss:-0.006391 fps:1411 +frame:1.39e+06 wall_t:985 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:1.766 +2026-01-07 21:09:16 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:14621.00 total_reward_ma:9325.11 loss:0.000655 fps:1413 +frame:1.40e+06 wall_t:991 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:1.762 +2026-01-07 21:09:22 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:14863.00 total_reward_ma:9427.06 loss:-0.01265 fps:1414 +frame:1.41e+06 wall_t:997 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:1.853 +2026-01-07 21:09:28 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:14791.50 total_reward_ma:9528.12 loss:-0.0009971 fps:1414 +frame:1.42e+06 wall_t:1004 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:1.889 +2026-01-07 21:09:35 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:15018.00 total_reward_ma:9631.64 loss:0.008185 fps:1416 +frame:1.43e+06 wall_t:1010 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:1.704 +2026-01-07 21:09:42 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:15044.50 total_reward_ma:9735.36 loss:-0.006332 fps:1416 +frame:1.44e+06 wall_t:1017 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:1.74 +2026-01-07 21:09:48 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:14810.50 total_reward_ma:9837.10 loss:-0.001289 fps:1416 +frame:1.45e+06 wall_t:1024 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:1.649 +2026-01-07 21:09:54 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:14987.50 total_reward_ma:9940.21 loss:-0.014 fps:1417 +frame:1.46e+06 wall_t:1030 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:1.807 +2026-01-07 21:10:01 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:15383.50 total_reward_ma:10047.25 loss:-0.005699 fps:1418 +frame:1.47e+06 wall_t:1037 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:1.536 +2026-01-07 21:10:08 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:15751.50 total_reward_ma:10158.80 loss:-0.00189 fps:1418 +frame:1.48e+06 wall_t:1044 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:1.784 +2026-01-07 21:10:15 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:15851.00 total_reward_ma:10270.30 loss:-0.006061 fps:1418 +frame:1.49e+06 wall_t:1051 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:1.854 +2026-01-07 21:10:22 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:15766.00 total_reward_ma:10381.69 loss:0.01223 fps:1418 +frame:1.50e+06 wall_t:1058 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:1.658 +2026-01-07 21:10:29 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:16272.50 total_reward_ma:10498.54 loss:0.001059 fps:1419 +frame:1.51e+06 wall_t:1064 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:1.707 +2026-01-07 21:10:36 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:16029.50 total_reward_ma:10612.84 loss:0.005732 fps:1419 +frame:1.52e+06 wall_t:1071 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:1.718 +2026-01-07 21:10:43 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:15921.50 total_reward_ma:10723.97 loss:0.02909 fps:1418 +frame:1.53e+06 wall_t:1079 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:1.685 +2026-01-07 21:10:50 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:15731.50 total_reward_ma:10832.42 loss:0.005642 fps:1418 +frame:1.54e+06 wall_t:1086 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:1.649 +2026-01-07 21:10:57 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:15193.00 total_reward_ma:10934.88 loss:0.03227 fps:1418 +frame:1.55e+06 wall_t:1093 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:1.676 +2026-01-07 21:11:05 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:15032.00 total_reward_ma:11035.42 loss:-0.0003601 fps:1418 +frame:1.56e+06 wall_t:1100 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:1.911 +2026-01-07 21:11:11 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:14911.00 total_reward_ma:11133.61 loss:-0.001158 fps:1418 +frame:1.57e+06 wall_t:1107 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:1.673 +2026-01-07 21:11:18 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:14804.50 total_reward_ma:11231.32 loss:0.007701 fps:1418 +frame:1.58e+06 wall_t:1114 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:1.628 +2026-01-07 21:11:25 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:14763.50 total_reward_ma:11327.63 loss:0.007859 fps:1418 +frame:1.59e+06 wall_t:1121 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:1.764 +2026-01-07 21:11:32 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:15118.50 total_reward_ma:11423.71 loss:0.01567 fps:1420 +frame:1.60e+06 wall_t:1127 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:1.744 +2026-01-07 21:11:37 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:15119.00 total_reward_ma:11519.00 loss:0.01337 fps:1421 +frame:1.61e+06 wall_t:1133 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:1.677 +2026-01-07 21:11:44 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:15358.00 total_reward_ma:11615.78 loss:-0.005573 fps:1421 +frame:1.62e+06 wall_t:1140 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:1.815 +2026-01-07 21:11:50 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:15244.50 total_reward_ma:11710.16 loss:0.0006302 fps:1422 +frame:1.63e+06 wall_t:1146 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:1.848 +2026-01-07 21:11:57 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:14678.00 total_reward_ma:11797.17 loss:0.001346 fps:1424 +frame:1.64e+06 wall_t:1152 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:1.751 +2026-01-07 21:12:03 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:14491.50 total_reward_ma:11878.86 loss:0.002493 fps:1424 +frame:1.65e+06 wall_t:1159 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:1.833 +2026-01-07 21:12:10 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:14452.00 total_reward_ma:11959.44 loss:-0.003829 fps:1424 +frame:1.66e+06 wall_t:1166 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:1.761 +2026-01-07 21:12:18 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:14525.50 total_reward_ma:12041.51 loss:0.0271 fps:1422 +frame:1.67e+06 wall_t:1174 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:1.547 +2026-01-07 21:12:25 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:14723.50 total_reward_ma:12125.33 loss:0.02316 fps:1423 +frame:1.68e+06 wall_t:1181 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:1.704 +2026-01-07 21:12:32 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:14827.00 total_reward_ma:12207.29 loss:5.797e-05 fps:1424 +frame:1.69e+06 wall_t:1187 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:1.747 +2026-01-07 21:12:38 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:15009.50 total_reward_ma:12290.39 loss:-0.0005632 fps:1424 +frame:1.70e+06 wall_t:1194 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:1.586 +2026-01-07 21:12:44 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:15584.50 total_reward_ma:12375.76 loss:0.003276 fps:1425 +frame:1.71e+06 wall_t:1200 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:1.679 +2026-01-07 21:12:50 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:15601.50 total_reward_ma:12459.74 loss:0.01447 fps:1427 +frame:1.72e+06 wall_t:1205 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:1.451 +2026-01-07 21:12:56 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:15800.00 total_reward_ma:12542.47 loss:0.01333 fps:1427 +frame:1.73e+06 wall_t:1212 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:1.492 +2026-01-07 21:13:02 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:15709.50 total_reward_ma:12619.57 loss:0.03112 fps:1429 +frame:1.74e+06 wall_t:1218 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:1.424 +2026-01-07 21:13:08 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:16005.50 total_reward_ma:12699.46 loss:0.0135 fps:1430 +frame:1.75e+06 wall_t:1224 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:1.562 +2026-01-07 21:13:14 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:16088.50 total_reward_ma:12779.90 loss:0.002796 fps:1431 +frame:1.76e+06 wall_t:1230 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:1.578 +2026-01-07 21:13:20 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:15826.50 total_reward_ma:12853.87 loss:-0.005325 fps:1432 +frame:1.77e+06 wall_t:1236 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:1.623 +2026-01-07 21:13:26 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:16014.50 total_reward_ma:12929.79 loss:0.01305 fps:1433 +frame:1.78e+06 wall_t:1242 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:1.653 +2026-01-07 21:13:32 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:15815.50 total_reward_ma:13005.17 loss:0.01232 fps:1434 +frame:1.79e+06 wall_t:1248 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:1.431 +2026-01-07 21:13:38 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:16102.00 total_reward_ma:13082.24 loss:-0.007803 fps:1437 +frame:1.80e+06 wall_t:1253 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:1.585 +2026-01-07 21:13:43 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:16164.00 total_reward_ma:13159.07 loss:0.0123 fps:1438 +frame:1.81e+06 wall_t:1259 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:1.376 +2026-01-07 21:13:50 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:16474.00 total_reward_ma:13237.14 loss:0.01184 fps:1439 +frame:1.82e+06 wall_t:1265 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:1.334 +2026-01-07 21:13:55 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:16786.00 total_reward_ma:13316.59 loss:0.007044 fps:1440 +frame:1.83e+06 wall_t:1271 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:1.576 +2026-01-07 21:14:01 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:17120.00 total_reward_ma:13398.98 loss:0.001693 fps:1441 +frame:1.84e+06 wall_t:1277 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:1.629 +2026-01-07 21:14:06 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:17363.00 total_reward_ma:13480.52 loss:0.0001064 fps:1443 +frame:1.85e+06 wall_t:1282 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:1.645 +2026-01-07 21:14:12 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:17531.50 total_reward_ma:13567.14 loss:0.01611 fps:1444 +frame:1.86e+06 wall_t:1288 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:1.605 +2026-01-07 21:14:18 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:17732.00 total_reward_ma:13657.23 loss:0.02229 fps:1445 +frame:1.87e+06 wall_t:1294 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:1.423 +2026-01-07 21:14:24 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:17806.00 total_reward_ma:13748.22 loss:0.01213 fps:1447 +frame:1.88e+06 wall_t:1299 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:1.486 +2026-01-07 21:14:30 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:17444.00 total_reward_ma:13834.05 loss:0.008325 fps:1448 +frame:1.89e+06 wall_t:1305 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:1.534 +2026-01-07 21:14:36 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:17522.50 total_reward_ma:13920.51 loss:-0.01213 fps:1449 +frame:1.90e+06 wall_t:1311 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:1.467 +2026-01-07 21:14:43 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:17693.00 total_reward_ma:14009.32 loss:0.0006292 fps:1449 +frame:1.91e+06 wall_t:1318 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:1.635 +2026-01-07 21:14:50 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:17791.50 total_reward_ma:14100.05 loss:0.00731 fps:1449 +frame:1.92e+06 wall_t:1325 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:1.505 +2026-01-07 21:14:56 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:18112.00 total_reward_ma:14188.55 loss:0.01328 fps:1449 +frame:1.93e+06 wall_t:1332 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:1.547 +2026-01-07 21:15:03 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:17869.00 total_reward_ma:14273.01 loss:0.02589 fps:1449 +frame:1.94e+06 wall_t:1339 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:1.457 +2026-01-07 21:15:10 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:18126.00 total_reward_ma:14359.71 loss:0.009854 fps:1449 +frame:1.95e+06 wall_t:1346 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:1.55 +2026-01-07 21:15:17 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:18051.00 total_reward_ma:14442.64 loss:0.007032 fps:1449 +frame:1.96e+06 wall_t:1353 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:1.539 +2026-01-07 21:15:23 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:18230.50 total_reward_ma:14527.16 loss:-0.004747 fps:1450 +frame:1.97e+06 wall_t:1359 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:1.587 +2026-01-07 21:15:30 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:18609.50 total_reward_ma:14613.46 loss:-0.008151 fps:1449 +frame:1.98e+06 wall_t:1366 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:1.792 +2026-01-07 21:15:37 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:18832.00 total_reward_ma:14702.88 loss:0.009155 fps:1449 +frame:1.99e+06 wall_t:1373 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:1.716 +2026-01-07 21:15:45 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:19182.50 total_reward_ma:14795.67 loss:0.02046 fps:1449 +frame:2.00e+06 wall_t:1380 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:1.553 +2026-01-07 21:15:52 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:19079.00 total_reward_ma:14884.68 loss:-0.0004413 fps:1448 +frame:2.01e+06 wall_t:1388 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:1.587 +2026-01-07 21:15:59 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:19336.50 total_reward_ma:14975.00 loss:0.00611 fps:1449 +frame:2.02e+06 wall_t:1394 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:1.588 +2026-01-07 21:16:05 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:19442.00 total_reward_ma:15064.92 loss:-0.00169 fps:1449 +frame:2.03e+06 wall_t:1401 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:1.592 +2026-01-07 21:16:12 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:19505.00 total_reward_ma:15156.54 loss:-0.01454 fps:1450 +frame:2.04e+06 wall_t:1407 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:1.767 +2026-01-07 21:16:18 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:19677.00 total_reward_ma:15246.53 loss:-0.01058 fps:1451 +frame:2.05e+06 wall_t:1413 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:1.891 +2026-01-07 21:16:25 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:20038.00 total_reward_ma:15338.88 loss:-0.01534 fps:1451 +frame:2.06e+06 wall_t:1420 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:2.091 +2026-01-07 21:16:31 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:20232.50 total_reward_ma:15431.90 loss:-0.01387 fps:1451 +frame:2.07e+06 wall_t:1427 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:1.868 +2026-01-07 21:16:37 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:19935.50 total_reward_ma:15522.42 loss:0.006475 fps:1452 +frame:2.08e+06 wall_t:1433 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:1.887 +2026-01-07 21:16:44 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:20042.50 total_reward_ma:15614.98 loss:0.0002693 fps:1452 +frame:2.09e+06 wall_t:1439 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:1.765 +2026-01-07 21:16:51 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:20097.00 total_reward_ma:15704.03 loss:0.001577 fps:1452 +frame:2.10e+06 wall_t:1446 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:1.652 +2026-01-07 21:16:57 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:19880.00 total_reward_ma:15787.73 loss:0.002557 fps:1452 +frame:2.11e+06 wall_t:1453 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:1.73 +2026-01-07 21:17:04 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:20152.50 total_reward_ma:15873.22 loss:-0.01073 fps:1452 +frame:2.12e+06 wall_t:1460 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:1.559 +2026-01-07 21:17:11 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:20654.50 total_reward_ma:15960.54 loss:0.02231 fps:1452 +frame:2.13e+06 wall_t:1467 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:1.578 +2026-01-07 21:17:18 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:20918.50 total_reward_ma:16050.50 loss:-0.002169 fps:1453 +frame:2.14e+06 wall_t:1473 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:1.65 +2026-01-07 21:17:24 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:21227.00 total_reward_ma:16141.86 loss:0.009992 fps:1453 +frame:2.15e+06 wall_t:1480 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:1.755 +2026-01-07 21:17:31 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:21461.00 total_reward_ma:16231.42 loss:0.01403 fps:1454 +frame:2.16e+06 wall_t:1486 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:1.571 +2026-01-07 21:17:38 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:21566.00 total_reward_ma:16318.22 loss:-0.002278 fps:1453 +frame:2.17e+06 wall_t:1493 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:1.694 +2026-01-07 21:17:45 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:21658.00 total_reward_ma:16405.84 loss:0.0009268 fps:1453 +frame:2.18e+06 wall_t:1500 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:1.644 +2026-01-07 21:17:52 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:21759.00 total_reward_ma:16492.38 loss:0.003816 fps:1452 +frame:2.19e+06 wall_t:1508 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:1.495 +2026-01-07 21:17:59 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:21789.50 total_reward_ma:16578.84 loss:0.007718 fps:1453 +frame:2.20e+06 wall_t:1514 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:1.748 +2026-01-07 21:18:06 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:21756.50 total_reward_ma:16658.58 loss:0.001128 fps:1453 +frame:2.21e+06 wall_t:1521 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:1.668 +2026-01-07 21:18:12 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:22285.50 total_reward_ma:16741.64 loss:0.009614 fps:1454 +frame:2.22e+06 wall_t:1527 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:1.413 +2026-01-07 21:18:19 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:22755.00 total_reward_ma:16828.03 loss:0.008044 fps:1454 +frame:2.23e+06 wall_t:1534 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:1.402 +2026-01-07 21:18:26 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:22734.00 total_reward_ma:16913.63 loss:-0.006109 fps:1454 +frame:2.24e+06 wall_t:1541 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:1.477 +2026-01-07 21:18:33 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:22724.00 total_reward_ma:16999.26 loss:0.02296 fps:1453 +frame:2.25e+06 wall_t:1549 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:1.275 +2026-01-07 21:18:40 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:22815.50 total_reward_ma:17085.70 loss:0.008755 fps:1452 +frame:2.26e+06 wall_t:1556 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:1.363 +2026-01-07 21:18:47 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:23200.50 total_reward_ma:17172.93 loss:0.009379 fps:1453 +frame:2.27e+06 wall_t:1562 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:1.478 +2026-01-07 21:18:53 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:23260.50 total_reward_ma:17263.32 loss:0.0242 fps:1454 +frame:2.28e+06 wall_t:1568 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:1.459 +2026-01-07 21:18:58 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:23485.50 total_reward_ma:17357.75 loss:-0.003894 fps:1455 +frame:2.29e+06 wall_t:1574 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:1.623 +2026-01-07 21:19:04 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:23281.50 total_reward_ma:17449.17 loss:0.01667 fps:1456 +frame:2.30e+06 wall_t:1580 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:1.634 +2026-01-07 21:19:10 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:23725.00 total_reward_ma:17546.24 loss:0.006274 fps:1456 +frame:2.31e+06 wall_t:1586 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:1.377 +2026-01-07 21:19:17 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:23844.50 total_reward_ma:17645.98 loss:0.01501 fps:1456 +frame:2.32e+06 wall_t:1593 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:1.507 +2026-01-07 21:19:25 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:23840.50 total_reward_ma:17746.36 loss:0.02085 fps:1456 +frame:2.33e+06 wall_t:1600 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:1.759 +2026-01-07 21:19:32 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:24369.00 total_reward_ma:17852.47 loss:-0.009379 fps:1456 +frame:2.34e+06 wall_t:1607 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:1.542 +2026-01-07 21:19:38 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:24181.50 total_reward_ma:17956.42 loss:0.004127 fps:1456 +frame:2.35e+06 wall_t:1614 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:1.464 +2026-01-07 21:19:45 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:24641.00 total_reward_ma:18064.01 loss:0.01069 fps:1456 +frame:2.36e+06 wall_t:1621 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:1.454 +2026-01-07 21:19:52 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:24310.00 total_reward_ma:18162.76 loss:-0.006041 fps:1457 +frame:2.37e+06 wall_t:1627 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:1.65 +2026-01-07 21:19:58 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:24613.50 total_reward_ma:18265.88 loss:-0.003479 fps:1457 +frame:2.38e+06 wall_t:1634 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:1.664 +2026-01-07 21:20:04 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:24664.00 total_reward_ma:18370.21 loss:-0.004345 fps:1457 +frame:2.39e+06 wall_t:1640 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:1.717 +2026-01-07 21:20:11 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:25445.50 total_reward_ma:18478.45 loss:-0.003782 fps:1457 +frame:2.40e+06 wall_t:1647 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:1.349 +2026-01-07 21:20:18 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:25850.50 total_reward_ma:18588.32 loss:0.02961 fps:1458 +frame:2.41e+06 wall_t:1653 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:1.365 +2026-01-07 21:20:24 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:26152.00 total_reward_ma:18701.93 loss:0.006228 fps:1459 +frame:2.42e+06 wall_t:1659 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:1.607 +2026-01-07 21:20:30 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:26258.50 total_reward_ma:18814.34 loss:0.00985 fps:1459 +frame:2.43e+06 wall_t:1665 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:1.587 +2026-01-07 21:20:37 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:26397.00 total_reward_ma:18927.86 loss:0.01528 fps:1458 +frame:2.44e+06 wall_t:1673 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:1.554 +2026-01-07 21:20:43 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:26431.50 total_reward_ma:19044.07 loss:0.0008468 fps:1459 +frame:2.45e+06 wall_t:1679 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:1.522 +2026-01-07 21:20:50 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:26759.00 total_reward_ma:19161.79 loss:0.022 fps:1460 +frame:2.46e+06 wall_t:1685 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:1.436 +2026-01-07 21:20:56 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:27029.50 total_reward_ma:19278.24 loss:0.01991 fps:1460 +frame:2.47e+06 wall_t:1692 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:1.5 +2026-01-07 21:21:02 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:28114.50 total_reward_ma:19401.88 loss:0.03173 fps:1461 +frame:2.48e+06 wall_t:1697 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:1.459 +2026-01-07 21:21:09 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:28004.50 total_reward_ma:19523.41 loss:0.004124 fps:1461 +frame:2.49e+06 wall_t:1704 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:1.466 +2026-01-07 21:21:16 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:27949.00 total_reward_ma:19645.24 loss:0.002467 fps:1461 +frame:2.50e+06 wall_t:1711 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:1.382 +2026-01-07 21:21:22 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:28074.00 total_reward_ma:19763.26 loss:0.03151 fps:1461 +frame:2.51e+06 wall_t:1718 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:1.289 +2026-01-07 21:21:29 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:27535.00 total_reward_ma:19878.31 loss:-0.007315 fps:1461 +frame:2.52e+06 wall_t:1725 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:1.415 +2026-01-07 21:21:36 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:27413.00 total_reward_ma:19993.22 loss:0.01336 fps:1461 +frame:2.53e+06 wall_t:1732 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:1.461 +2026-01-07 21:21:43 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:27495.50 total_reward_ma:20110.87 loss:0.008183 fps:1461 +frame:2.54e+06 wall_t:1738 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:1.45 +2026-01-07 21:21:50 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:27685.50 total_reward_ma:20235.79 loss:0.00863 fps:1461 +frame:2.55e+06 wall_t:1745 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:1.671 +2026-01-07 21:21:57 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:27854.50 total_reward_ma:20364.02 loss:0.007012 fps:1461 +frame:2.56e+06 wall_t:1752 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:1.764 +2026-01-07 21:22:03 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:27987.50 total_reward_ma:20494.78 loss:0.01231 fps:1462 +frame:2.57e+06 wall_t:1758 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:1.569 +2026-01-07 21:22:10 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:28138.00 total_reward_ma:20628.12 loss:0.006757 fps:1462 +frame:2.58e+06 wall_t:1765 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:1.468 +2026-01-07 21:22:18 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:27793.50 total_reward_ma:20758.41 loss:0.0002076 fps:1461 +frame:2.59e+06 wall_t:1773 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:1.446 +2026-01-07 21:22:25 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:27647.00 total_reward_ma:20883.70 loss:-0.0033 fps:1461 +frame:2.60e+06 wall_t:1780 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:1.528 +2026-01-07 21:22:31 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:27231.00 total_reward_ma:21004.82 loss:0.00895 fps:1461 +frame:2.61e+06 wall_t:1787 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:1.438 +2026-01-07 21:22:38 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:27113.00 total_reward_ma:21122.37 loss:0.01479 fps:1461 +frame:2.62e+06 wall_t:1793 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:1.495 +2026-01-07 21:22:46 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:26904.00 total_reward_ma:21238.96 loss:0.05052 fps:1459 +frame:2.63e+06 wall_t:1802 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:1.219 +2026-01-07 21:22:53 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:26738.00 total_reward_ma:21359.56 loss:0.03129 fps:1460 +frame:2.64e+06 wall_t:1808 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:1.351 +2026-01-07 21:22:59 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:27287.50 total_reward_ma:21487.53 loss:-0.001494 fps:1460 +frame:2.65e+06 wall_t:1815 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:1.59 +2026-01-07 21:23:06 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:26967.00 total_reward_ma:21612.68 loss:-0.002235 fps:1461 +frame:2.66e+06 wall_t:1821 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:1.703 +2026-01-07 21:23:14 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:26675.50 total_reward_ma:21734.18 loss:-0.0009029 fps:1459 +frame:2.67e+06 wall_t:1830 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:1.867 +2026-01-07 21:23:21 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:26223.00 total_reward_ma:21849.17 loss:0.01205 fps:1459 +frame:2.68e+06 wall_t:1837 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:1.759 +2026-01-07 21:23:28 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:25256.00 total_reward_ma:21953.46 loss:-0.004499 fps:1459 +frame:2.69e+06 wall_t:1844 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:1.754 +2026-01-07 21:23:35 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:25392.00 total_reward_ma:22057.29 loss:0.01428 fps:1459 +frame:2.70e+06 wall_t:1851 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:1.687 +2026-01-07 21:23:42 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:25289.00 total_reward_ma:22154.33 loss:0.0103 fps:1459 +frame:2.71e+06 wall_t:1858 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:1.483 +2026-01-07 21:23:50 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:25289.00 total_reward_ma:22251.21 loss:-0.002509 fps:1458 +frame:2.72e+06 wall_t:1865 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:1.7 +2026-01-07 21:23:57 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:25131.00 total_reward_ma:22344.52 loss:0.01495 fps:1458 +frame:2.73e+06 wall_t:1873 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:1.651 +2026-01-07 21:24:04 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:24386.50 total_reward_ma:22431.29 loss:0.03144 fps:1458 +frame:2.74e+06 wall_t:1879 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:1.493 +2026-01-07 21:24:11 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:24652.00 total_reward_ma:22517.75 loss:0.015 fps:1458 +frame:2.75e+06 wall_t:1886 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:1.471 +2026-01-07 21:24:18 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:24765.50 total_reward_ma:22604.52 loss:0.04048 fps:1457 +frame:2.76e+06 wall_t:1894 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:1.37 +2026-01-07 21:24:24 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:24559.50 total_reward_ma:22691.85 loss:0.04849 fps:1458 +frame:2.77e+06 wall_t:1900 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:1.306 +2026-01-07 21:24:31 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:24871.00 total_reward_ma:22780.41 loss:0.02872 fps:1458 +frame:2.78e+06 wall_t:1907 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:1.328 +2026-01-07 21:24:38 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:24770.00 total_reward_ma:22869.96 loss:0.01574 fps:1458 +frame:2.79e+06 wall_t:1913 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:1.351 +2026-01-07 21:24:45 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:24543.00 total_reward_ma:22954.37 loss:0.01975 fps:1458 +frame:2.80e+06 wall_t:1920 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:1.345 +2026-01-07 21:24:52 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:24403.00 total_reward_ma:23036.76 loss:0.02513 fps:1458 +frame:2.81e+06 wall_t:1927 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:1.335 +2026-01-07 21:24:57 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:24308.00 total_reward_ma:23115.10 loss:0.009537 fps:1459 +frame:2.82e+06 wall_t:1933 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:1.301 +2026-01-07 21:25:05 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:25032.00 total_reward_ma:23197.56 loss:0.02048 fps:1459 +frame:2.83e+06 wall_t:1940 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:1.19 +2026-01-07 21:25:12 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:24742.00 total_reward_ma:23273.78 loss:0.01614 fps:1459 +frame:2.84e+06 wall_t:1947 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:1.284 +2026-01-07 21:25:18 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:25476.00 total_reward_ma:23354.91 loss:0.03754 fps:1459 +frame:2.85e+06 wall_t:1953 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:1.287 +2026-01-07 21:25:24 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:25938.00 total_reward_ma:23438.97 loss:0.002907 fps:1459 +frame:2.86e+06 wall_t:1960 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:1.524 +2026-01-07 21:25:30 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:25741.00 total_reward_ma:23519.06 loss:0.02039 fps:1460 +frame:2.87e+06 wall_t:1966 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:1.666 +2026-01-07 21:25:36 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:26150.50 total_reward_ma:23602.51 loss:0.01113 fps:1460 +frame:2.88e+06 wall_t:1972 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:1.632 +2026-01-07 21:25:42 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:26585.50 total_reward_ma:23693.93 loss:0.01582 fps:1461 +frame:2.89e+06 wall_t:1978 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:1.736 +2026-01-07 21:25:48 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:26457.00 total_reward_ma:23783.27 loss:0.008232 fps:1462 +frame:2.90e+06 wall_t:1983 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:1.95 +2026-01-07 21:25:54 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:26080.00 total_reward_ma:23867.14 loss:0.009462 fps:1462 +frame:2.91e+06 wall_t:1990 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:1.709 +2026-01-07 21:26:01 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:25635.50 total_reward_ma:23945.58 loss:0.01609 fps:1463 +frame:2.92e+06 wall_t:1996 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:1.59 +2026-01-07 21:26:08 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:25720.00 total_reward_ma:24021.66 loss:-0.004302 fps:1463 +frame:2.93e+06 wall_t:2003 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:1.59 +2026-01-07 21:26:15 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:25569.50 total_reward_ma:24098.66 loss:0.009818 fps:1463 +frame:2.94e+06 wall_t:2010 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:1.588 +2026-01-07 21:26:23 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:26053.50 total_reward_ma:24177.94 loss:0.006622 fps:1462 +frame:2.95e+06 wall_t:2018 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:1.601 +2026-01-07 21:26:30 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:26362.00 total_reward_ma:24261.05 loss:-0.006415 fps:1461 +frame:2.96e+06 wall_t:2026 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:1.593 +2026-01-07 21:26:37 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:26300.50 total_reward_ma:24341.75 loss:0.006779 fps:1462 +frame:2.97e+06 wall_t:2032 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:1.501 +2026-01-07 21:26:43 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:26736.00 total_reward_ma:24423.02 loss:0.00451 fps:1462 +frame:2.98e+06 wall_t:2039 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:1.44 +2026-01-07 21:26:49 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:27013.50 total_reward_ma:24504.83 loss:0.04024 fps:1462 +frame:2.99e+06 wall_t:2045 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:1.57 +2026-01-07 21:26:57 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:26643.50 total_reward_ma:24579.44 loss:0.01371 fps:1462 +frame:3.00e+06 wall_t:2052 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:1.507 +2026-01-07 21:27:03 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:26659.50 total_reward_ma:24655.24 loss:0.01349 fps:1462 +frame:3.01e+06 wall_t:2059 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:1.264 +2026-01-07 21:27:11 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:26834.00 total_reward_ma:24730.22 loss:0.0333 fps:1462 +frame:3.02e+06 wall_t:2066 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:1.463 +2026-01-07 21:27:18 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:26787.50 total_reward_ma:24803.68 loss:-0.007744 fps:1462 +frame:3.03e+06 wall_t:2073 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:1.678 +2026-01-07 21:27:25 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:26704.50 total_reward_ma:24875.67 loss:0.004479 fps:1462 +frame:3.04e+06 wall_t:2080 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:1.732 +2026-01-07 21:27:31 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:27599.00 total_reward_ma:24954.89 loss:0.03733 fps:1462 +frame:3.05e+06 wall_t:2086 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:1.43 +2026-01-07 21:27:36 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:27700.50 total_reward_ma:25031.52 loss:0.02883 fps:1463 +frame:3.06e+06 wall_t:2092 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:1.555 +2026-01-07 21:27:42 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:27803.50 total_reward_ma:25107.22 loss:0.008123 fps:1464 +frame:3.07e+06 wall_t:2097 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:1.398 +2026-01-07 21:27:49 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:28024.00 total_reward_ma:25188.11 loss:0.008952 fps:1463 +frame:3.08e+06 wall_t:2105 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:1.57 +2026-01-07 21:27:56 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:28264.00 total_reward_ma:25270.32 loss:0.004146 fps:1463 +frame:3.09e+06 wall_t:2112 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:1.456 +2026-01-07 21:28:02 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:28505.00 total_reward_ma:25354.40 loss:0.008574 fps:1464 +frame:3.10e+06 wall_t:2117 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:1.471 +2026-01-07 21:28:07 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:28589.00 total_reward_ma:25441.49 loss:0.003645 fps:1465 +frame:3.11e+06 wall_t:2123 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:1.46 +2026-01-07 21:28:13 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:28756.50 total_reward_ma:25527.54 loss:0.0125 fps:1465 +frame:3.12e+06 wall_t:2129 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:1.637 +2026-01-07 21:28:19 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:28908.50 total_reward_ma:25610.07 loss:0.03915 fps:1466 +frame:3.13e+06 wall_t:2135 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:1.446 +2026-01-07 21:28:25 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:28404.50 total_reward_ma:25684.94 loss:0.01926 fps:1467 +frame:3.14e+06 wall_t:2141 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:1.366 +2026-01-07 21:28:32 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:28849.50 total_reward_ma:25761.16 loss:0.000939 fps:1467 +frame:3.15e+06 wall_t:2147 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:1.567 +2026-01-07 21:28:38 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:29434.50 total_reward_ma:25840.89 loss:0.03192 fps:1467 +frame:3.16e+06 wall_t:2154 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:1.468 +2026-01-07 21:28:45 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:29218.50 total_reward_ma:25917.42 loss:0.01175 fps:1467 +frame:3.17e+06 wall_t:2161 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:1.458 +2026-01-07 21:28:53 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:28747.00 total_reward_ma:25988.31 loss:0.008919 fps:1467 +frame:3.18e+06 wall_t:2168 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:1.4 +2026-01-07 21:29:00 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:29520.50 total_reward_ma:26065.93 loss:0.01527 fps:1467 +frame:3.19e+06 wall_t:2175 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:1.441 +2026-01-07 21:29:06 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:29346.00 total_reward_ma:26141.49 loss:0.02878 fps:1467 +frame:3.20e+06 wall_t:2182 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:1.346 +2026-01-07 21:29:14 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:29307.50 total_reward_ma:26217.00 loss:-6.865e-05 fps:1466 +frame:3.21e+06 wall_t:2189 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:1.529 +2026-01-07 21:29:21 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:29300.50 total_reward_ma:26287.15 loss:0.006047 fps:1466 +frame:3.22e+06 wall_t:2197 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:1.429 +2026-01-07 21:29:28 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:29945.00 total_reward_ma:26359.05 loss:0.03004 fps:1466 +frame:3.23e+06 wall_t:2204 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:1.393 +2026-01-07 21:29:36 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:30598.00 total_reward_ma:26437.69 loss:0.01365 fps:1465 +frame:3.24e+06 wall_t:2211 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:1.499 +2026-01-07 21:29:42 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:30877.50 total_reward_ma:26519.22 loss:0.02068 fps:1465 +frame:3.25e+06 wall_t:2218 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:1.612 +2026-01-07 21:29:50 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:31151.00 total_reward_ma:26602.58 loss:0.02021 fps:1465 +frame:3.26e+06 wall_t:2225 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:1.475 +2026-01-07 21:29:57 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:31220.50 total_reward_ma:26682.78 loss:0.02143 fps:1464 +frame:3.27e+06 wall_t:2233 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:1.563 +2026-01-07 21:30:04 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:31371.00 total_reward_ma:26763.88 loss:0.01636 fps:1465 +frame:3.28e+06 wall_t:2239 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:1.255 +2026-01-07 21:30:11 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:31754.50 total_reward_ma:26846.57 loss:0.008942 fps:1465 +frame:3.29e+06 wall_t:2246 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:1.357 +2026-01-07 21:30:18 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:32080.00 total_reward_ma:26934.56 loss:0.01208 fps:1464 +frame:3.30e+06 wall_t:2254 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:1.534 +2026-01-07 21:30:24 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:31899.00 total_reward_ma:27016.30 loss:-0.005118 fps:1465 +frame:3.31e+06 wall_t:2260 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:1.737 +2026-01-07 21:30:31 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:31548.00 total_reward_ma:27093.34 loss:-0.01076 fps:1465 +frame:3.32e+06 wall_t:2266 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:2.093 +2026-01-07 21:30:37 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:31094.50 total_reward_ma:27165.88 loss:-0.01166 fps:1465 +frame:3.33e+06 wall_t:2273 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:1.953 +2026-01-07 21:30:45 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:31182.00 total_reward_ma:27234.01 loss:0.00175 fps:1465 +frame:3.34e+06 wall_t:2280 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:1.651 +2026-01-07 21:30:51 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:31121.00 total_reward_ma:27303.40 loss:0.01431 fps:1465 +frame:3.35e+06 wall_t:2287 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:1.532 +2026-01-07 21:30:58 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:31702.50 total_reward_ma:27374.02 loss:0.01052 fps:1465 +frame:3.36e+06 wall_t:2293 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:1.511 +2026-01-07 21:31:05 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:31890.00 total_reward_ma:27449.81 loss:0.0119 fps:1465 +frame:3.37e+06 wall_t:2300 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:1.398 +2026-01-07 21:31:12 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:31672.50 total_reward_ma:27520.40 loss:0.01323 fps:1465 +frame:3.38e+06 wall_t:2307 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:1.594 +2026-01-07 21:31:19 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:31432.50 total_reward_ma:27588.09 loss:0.0237 fps:1465 +frame:3.39e+06 wall_t:2314 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:1.446 +2026-01-07 21:31:25 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:30827.50 total_reward_ma:27641.91 loss:0.02056 fps:1465 +frame:3.40e+06 wall_t:2321 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:1.704 +2026-01-07 21:31:33 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:31218.50 total_reward_ma:27695.59 loss:0.002638 fps:1465 +frame:3.41e+06 wall_t:2328 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:1.525 +2026-01-07 21:31:39 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:31106.50 total_reward_ma:27745.13 loss:0.02087 fps:1465 +frame:3.42e+06 wall_t:2334 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:1.581 +2026-01-07 21:31:45 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:31459.00 total_reward_ma:27797.14 loss:0.02534 fps:1465 +frame:3.43e+06 wall_t:2341 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:1.154 +2026-01-07 21:31:53 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:31619.00 total_reward_ma:27849.36 loss:0.02587 fps:1465 +frame:3.44e+06 wall_t:2348 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:1.248 +2026-01-07 21:32:01 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:31808.50 total_reward_ma:27903.13 loss:0.04234 fps:1464 +frame:3.45e+06 wall_t:2356 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:1.299 +2026-01-07 21:32:09 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:31876.50 total_reward_ma:27954.30 loss:0.02702 fps:1464 +frame:3.46e+06 wall_t:2364 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:1.084 +2026-01-07 21:32:15 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:32087.50 total_reward_ma:28004.88 loss:0.04848 fps:1464 +frame:3.47e+06 wall_t:2371 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:1.059 +2026-01-07 21:32:22 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:32087.50 total_reward_ma:28044.62 loss:0.01042 fps:1463 +frame:3.48e+06 wall_t:2378 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:1.404 +2026-01-07 21:32:30 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:32080.00 total_reward_ma:28085.37 loss:0.0389 fps:1463 +frame:3.49e+06 wall_t:2385 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:1.206 +2026-01-07 21:32:35 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:31862.00 total_reward_ma:28124.50 loss:0.05162 fps:1464 +frame:3.50e+06 wall_t:2391 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:1.249 +2026-01-07 21:32:43 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:32500.50 total_reward_ma:28168.77 loss:0.03499 fps:1464 +frame:3.51e+06 wall_t:2398 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:1.198 +2026-01-07 21:32:49 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:32380.50 total_reward_ma:28217.22 loss:0.02959 fps:1464 +frame:3.52e+06 wall_t:2405 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:0.9194 +2026-01-07 21:32:56 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:32243.50 total_reward_ma:28265.53 loss:0.02346 fps:1464 +frame:3.53e+06 wall_t:2412 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:1.091 +2026-01-07 21:33:04 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:31978.50 total_reward_ma:28310.36 loss:0.01163 fps:1463 +frame:3.54e+06 wall_t:2419 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:1.309 +2026-01-07 21:33:11 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:32237.50 total_reward_ma:28355.88 loss:0.0166 fps:1463 +frame:3.55e+06 wall_t:2427 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:1.265 +2026-01-07 21:33:17 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:32280.00 total_reward_ma:28400.13 loss:0.007973 fps:1463 +frame:3.56e+06 wall_t:2433 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:1.164 +2026-01-07 21:33:24 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:32290.00 total_reward_ma:28443.15 loss:0.02509 fps:1463 +frame:3.57e+06 wall_t:2440 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:1.159 +2026-01-07 21:33:31 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:32186.50 total_reward_ma:28483.64 loss:0.02332 fps:1463 +frame:3.58e+06 wall_t:2447 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:1.352 +2026-01-07 21:33:38 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:32752.00 total_reward_ma:28533.22 loss:0.039 fps:1464 +frame:3.59e+06 wall_t:2453 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:1.173 +2026-01-07 21:33:45 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:32817.50 total_reward_ma:28584.93 loss:0.02683 fps:1463 +frame:3.60e+06 wall_t:2460 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:1.342 +2026-01-07 21:33:52 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:33399.50 total_reward_ma:28646.62 loss:0.02214 fps:1463 +frame:3.61e+06 wall_t:2468 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:1.154 +2026-01-07 21:33:59 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:33511.00 total_reward_ma:28710.60 loss:0.01601 fps:1463 +frame:3.62e+06 wall_t:2475 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:1.281 +2026-01-07 21:34:06 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:33441.50 total_reward_ma:28775.97 loss:0.02136 fps:1463 +frame:3.63e+06 wall_t:2481 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:1.321 +2026-01-07 21:34:12 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:33434.00 total_reward_ma:28842.93 loss:0.01883 fps:1463 +frame:3.64e+06 wall_t:2488 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:1.269 +2026-01-07 21:34:19 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:33323.50 total_reward_ma:28903.29 loss:0.01621 fps:1464 +frame:3.65e+06 wall_t:2494 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:1.229 +2026-01-07 21:34:26 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:33352.50 total_reward_ma:28967.14 loss:0.03413 fps:1463 +frame:3.66e+06 wall_t:2501 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:1.369 +2026-01-07 21:34:32 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:34158.00 total_reward_ma:29041.97 loss:0.009148 fps:1463 +frame:3.67e+06 wall_t:2508 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:1.466 +2026-01-07 21:34:39 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:34505.50 total_reward_ma:29124.79 loss:-0.006421 fps:1464 +frame:3.68e+06 wall_t:2514 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:1.5 +2026-01-07 21:34:46 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:35026.00 total_reward_ma:29222.49 loss:-0.003688 fps:1464 +frame:3.69e+06 wall_t:2521 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:1.792 +2026-01-07 21:34:54 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:35485.00 total_reward_ma:29323.43 loss:-0.01124 fps:1463 +frame:3.70e+06 wall_t:2529 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:1.901 +2026-01-07 21:35:02 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:35704.50 total_reward_ma:29427.58 loss:0.007649 fps:1462 +frame:3.71e+06 wall_t:2538 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:1.737 +2026-01-07 21:35:10 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:35461.50 total_reward_ma:29529.30 loss:0.009973 fps:1462 +frame:3.72e+06 wall_t:2545 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:1.55 +2026-01-07 21:35:16 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:35528.50 total_reward_ma:29633.28 loss:0.007749 fps:1462 +frame:3.73e+06 wall_t:2552 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:1.473 +2026-01-07 21:35:23 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:36024.50 total_reward_ma:29749.66 loss:0.01417 fps:1462 +frame:3.74e+06 wall_t:2559 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:1.464 +2026-01-07 21:35:32 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:36065.00 total_reward_ma:29863.79 loss:0.01333 fps:1461 +frame:3.75e+06 wall_t:2567 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:1.597 +2026-01-07 21:35:38 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:36332.50 total_reward_ma:29979.46 loss:0.03011 fps:1461 +frame:3.76e+06 wall_t:2574 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:1.503 +2026-01-07 21:35:47 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:36596.50 total_reward_ma:30099.83 loss:0.04753 fps:1460 +frame:3.77e+06 wall_t:2582 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:1.405 +2026-01-07 21:35:54 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:36524.50 total_reward_ma:30216.37 loss:0.02866 fps:1459 +frame:3.78e+06 wall_t:2590 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:1.219 +2026-01-07 21:36:03 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:36580.00 total_reward_ma:30334.46 loss:0.01022 fps:1459 +frame:3.79e+06 wall_t:2598 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:1.337 +2026-01-07 21:36:11 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:36036.00 total_reward_ma:30449.39 loss:0.02572 fps:1458 +frame:3.80e+06 wall_t:2607 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:1.287 +2026-01-07 21:36:18 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:35877.50 total_reward_ma:30564.14 loss:0.02777 fps:1458 +frame:3.81e+06 wall_t:2614 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:1.197 +2026-01-07 21:36:25 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:36149.00 total_reward_ma:30682.55 loss:0.01397 fps:1458 +frame:3.82e+06 wall_t:2620 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:1.348 +2026-01-07 21:36:31 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:36162.50 total_reward_ma:30793.86 loss:0.01172 fps:1458 +frame:3.83e+06 wall_t:2627 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:1.273 +2026-01-07 21:36:38 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:35888.50 total_reward_ma:30905.32 loss:0.02077 fps:1458 +frame:3.84e+06 wall_t:2634 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:1.276 +2026-01-07 21:36:45 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:36402.50 total_reward_ma:31014.59 loss:0.01867 fps:1458 +frame:3.85e+06 wall_t:2640 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:1.376 +2026-01-07 21:36:52 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:36456.50 total_reward_ma:31119.77 loss:0.02765 fps:1458 +frame:3.86e+06 wall_t:2647 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:1.183 +2026-01-07 21:36:59 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:35850.50 total_reward_ma:31220.87 loss:0.02743 fps:1458 +frame:3.87e+06 wall_t:2654 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:1.247 +2026-01-07 21:37:06 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:36057.00 total_reward_ma:31319.93 loss:0.0206 fps:1458 +frame:3.88e+06 wall_t:2661 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:1.331 +2026-01-07 21:37:13 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:35590.50 total_reward_ma:31409.98 loss:0.02203 fps:1458 +frame:3.89e+06 wall_t:2668 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:1.09 +2026-01-07 21:37:19 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:36028.50 total_reward_ma:31505.70 loss:0.0104 fps:1458 +frame:3.90e+06 wall_t:2675 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:1.438 +2026-01-07 21:37:26 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:36121.00 total_reward_ma:31606.11 loss:0.01391 fps:1458 +frame:3.91e+06 wall_t:2682 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:1.365 +2026-01-07 21:37:33 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:36155.00 total_reward_ma:31711.30 loss:0.03221 fps:1458 +frame:3.92e+06 wall_t:2689 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:1.383 +2026-01-07 21:37:39 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:36081.00 total_reward_ma:31814.91 loss:0.0335 fps:1459 +frame:3.93e+06 wall_t:2694 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:1.181 +2026-01-07 21:37:45 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:36749.50 total_reward_ma:31926.71 loss:0.03607 fps:1459 +frame:3.94e+06 wall_t:2701 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:1.241 +2026-01-07 21:37:52 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:36855.00 total_reward_ma:32034.72 loss:0.02875 fps:1459 +frame:3.95e+06 wall_t:2707 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:1.256 +2026-01-07 21:37:58 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:36682.00 total_reward_ma:32137.93 loss:0.02695 fps:1459 +frame:3.96e+06 wall_t:2714 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:1.115 +2026-01-07 21:38:05 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:36562.50 total_reward_ma:32240.54 loss:0.03982 fps:1460 +frame:3.97e+06 wall_t:2720 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:1.109 +2026-01-07 21:38:10 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:36464.50 total_reward_ma:32337.83 loss:0.03553 fps:1460 +frame:3.98e+06 wall_t:2726 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:1.271 +2026-01-07 21:38:16 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:36960.00 total_reward_ma:32437.29 loss:0.04706 fps:1460 +frame:3.99e+06 wall_t:2732 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:1.367 +2026-01-07 21:38:23 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:36599.00 total_reward_ma:32536.85 loss:0.02679 fps:1461 +frame:4.00e+06 wall_t:2738 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:1.453 +2026-01-07 21:38:30 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:36976.50 total_reward_ma:32640.02 loss:0.01071 fps:1461 +frame:4.01e+06 wall_t:2745 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:1.511 +2026-01-07 21:38:36 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:36827.00 total_reward_ma:32739.95 loss:0.03376 fps:1461 +frame:4.02e+06 wall_t:2752 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:1.554 +2026-01-07 21:38:43 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:37039.00 total_reward_ma:32842.46 loss:0.01603 fps:1461 +frame:4.03e+06 wall_t:2759 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:1.501 +2026-01-07 21:38:51 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:37260.00 total_reward_ma:32948.02 loss:0.005089 fps:1461 +frame:4.04e+06 wall_t:2766 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:1.418 +2026-01-07 21:38:58 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:37120.00 total_reward_ma:33043.23 loss:0.01605 fps:1461 +frame:4.05e+06 wall_t:2773 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:1.481 +2026-01-07 21:39:06 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:36343.50 total_reward_ma:33129.66 loss:0.03106 fps:1460 +frame:4.06e+06 wall_t:2781 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:1.393 +2026-01-07 21:39:13 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:36577.50 total_reward_ma:33217.40 loss:0.03485 fps:1460 +frame:4.07e+06 wall_t:2788 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:1.285 +2026-01-07 21:39:20 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:36894.50 total_reward_ma:33306.11 loss:0.00786 fps:1460 +frame:4.08e+06 wall_t:2795 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:1.317 +2026-01-07 21:39:27 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:36459.00 total_reward_ma:33388.05 loss:0.02795 fps:1459 +frame:4.09e+06 wall_t:2803 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:1.239 +2026-01-07 21:39:34 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:36451.50 total_reward_ma:33467.52 loss:0.04111 fps:1459 +frame:4.10e+06 wall_t:2810 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:1.22 +2026-01-07 21:39:42 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:36777.50 total_reward_ma:33549.41 loss:0.02968 fps:1458 +frame:4.11e+06 wall_t:2818 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:1.368 +2026-01-07 21:39:49 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:36949.50 total_reward_ma:33631.34 loss:0.02942 fps:1459 +frame:4.12e+06 wall_t:2824 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:1.576 +2026-01-07 21:39:56 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:36996.50 total_reward_ma:33712.21 loss:0.02398 fps:1458 +frame:4.13e+06 wall_t:2832 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:1.337 +2026-01-07 21:40:04 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:36995.50 total_reward_ma:33798.12 loss:0.02096 fps:1458 +frame:4.14e+06 wall_t:2839 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:1.474 +2026-01-07 21:40:10 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:37076.50 total_reward_ma:33880.39 loss:0.01586 fps:1458 +frame:4.15e+06 wall_t:2846 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:1.352 +2026-01-07 21:40:18 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:36875.00 total_reward_ma:33954.80 loss:0.008479 fps:1458 +frame:4.16e+06 wall_t:2853 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:1.471 +2026-01-07 21:40:25 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:37494.50 total_reward_ma:34037.56 loss:0.003031 fps:1458 +frame:4.17e+06 wall_t:2860 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:1.321 +2026-01-07 21:40:32 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:37410.00 total_reward_ma:34124.19 loss:0.02303 fps:1457 +frame:4.18e+06 wall_t:2868 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:1.569 +2026-01-07 21:40:39 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:37894.00 total_reward_ma:34207.93 loss:0.04002 fps:1457 +frame:4.19e+06 wall_t:2875 t:261875 epi:nan +opt_step:65440 lr:0.0001453 clip_eps:0.1 entropy:1.234 +2026-01-07 21:40:47 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:37810.50 total_reward_ma:34292.57 loss:0.0126 fps:1457 +frame:4.20e+06 wall_t:2882 t:262500 epi:nan +opt_step:65600 lr:0.000145 clip_eps:0.1 entropy:1.557 +2026-01-07 21:40:53 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:37888.00 total_reward_ma:34378.38 loss:-0.00104 fps:1457 +frame:4.21e+06 wall_t:2889 t:263125 epi:nan +opt_step:65760 lr:0.0001448 clip_eps:0.1 entropy:1.416 +2026-01-07 21:41:00 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:37908.00 total_reward_ma:34464.45 loss:0.01273 fps:1457 +frame:4.22e+06 wall_t:2896 t:263750 epi:nan +opt_step:65920 lr:0.0001445 clip_eps:0.1 entropy:1.389 +2026-01-07 21:41:08 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:38099.50 total_reward_ma:34546.00 loss:0.0173 fps:1457 +frame:4.23e+06 wall_t:2903 t:264375 epi:nan +opt_step:66080 lr:0.0001443 clip_eps:0.1 entropy:1.454 +2026-01-07 21:41:14 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:38083.00 total_reward_ma:34620.84 loss:0.001684 fps:1457 +frame:4.24e+06 wall_t:2910 t:265000 epi:nan +opt_step:66240 lr:0.000144 clip_eps:0.1 entropy:1.592 +2026-01-07 21:41:21 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:38210.50 total_reward_ma:34694.18 loss:0.02124 fps:1457 +frame:4.25e+06 wall_t:2917 t:265625 epi:nan +opt_step:66400 lr:0.0001438 clip_eps:0.1 entropy:1.596 +2026-01-07 21:41:28 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:38488.00 total_reward_ma:34767.55 loss:0.009459 fps:1457 +frame:4.26e+06 wall_t:2924 t:266250 epi:nan +opt_step:66560 lr:0.0001435 clip_eps:0.1 entropy:1.508 +2026-01-07 21:41:34 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:38624.50 total_reward_ma:34841.59 loss:0.03373 fps:1457 +frame:4.27e+06 wall_t:2930 t:266875 epi:nan +opt_step:66688 lr:0.0001433 clip_eps:0.1 entropy:1.083 +2026-01-07 21:41:42 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:38822.50 total_reward_ma:34916.10 loss:0.04105 fps:1457 +frame:4.28e+06 wall_t:2937 t:267500 epi:nan +opt_step:66848 lr:0.000143 clip_eps:0.1 entropy:1.357 +2026-01-07 21:41:49 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:38725.50 total_reward_ma:34985.81 loss:0.02095 fps:1457 +frame:4.29e+06 wall_t:2945 t:268125 epi:nan +opt_step:67008 lr:0.0001428 clip_eps:0.1 entropy:1.568 +2026-01-07 21:41:56 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:38881.00 total_reward_ma:35053.82 loss:0.03553 fps:1457 +frame:4.30e+06 wall_t:2951 t:268750 epi:nan +opt_step:67168 lr:0.0001425 clip_eps:0.1 entropy:1.507 +2026-01-07 21:42:03 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:39134.00 total_reward_ma:35126.17 loss:0.04241 fps:1457 +frame:4.31e+06 wall_t:2958 t:269375 epi:nan +opt_step:67328 lr:0.0001423 clip_eps:0.1 entropy:1.382 +2026-01-07 21:42:10 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:38968.50 total_reward_ma:35200.38 loss:0.02674 fps:1457 +frame:4.32e+06 wall_t:2966 t:270000 epi:nan +opt_step:67488 lr:0.000142 clip_eps:0.1 entropy:1.241 +2026-01-07 21:42:17 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:38217.00 total_reward_ma:35271.60 loss:0.04046 fps:1457 +frame:4.33e+06 wall_t:2972 t:270625 epi:nan +opt_step:67648 lr:0.0001418 clip_eps:0.1 entropy:1.24 +2026-01-07 21:42:23 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:37931.00 total_reward_ma:35339.09 loss:0.01119 fps:1457 +frame:4.34e+06 wall_t:2978 t:271250 epi:nan +opt_step:67808 lr:0.0001415 clip_eps:0.1 entropy:1.25 +2026-01-07 21:42:30 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:38072.00 total_reward_ma:35408.60 loss:0.03755 fps:1457 +frame:4.35e+06 wall_t:2985 t:271875 epi:nan +opt_step:67968 lr:0.0001413 clip_eps:0.1 entropy:1.052 +2026-01-07 21:42:36 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:38179.00 total_reward_ma:35473.36 loss:0.02982 fps:1457 +frame:4.36e+06 wall_t:2992 t:272500 epi:nan +opt_step:68096 lr:0.000141 clip_eps:0.1 entropy:1.462 +2026-01-07 21:42:43 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:38332.00 total_reward_ma:35537.79 loss:0.01572 fps:1458 +frame:4.37e+06 wall_t:2998 t:273125 epi:nan +opt_step:68256 lr:0.0001408 clip_eps:0.1 entropy:1.247 +2026-01-07 21:42:50 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:38264.50 total_reward_ma:35603.70 loss:0.0341 fps:1457 +frame:4.38e+06 wall_t:3006 t:273750 epi:nan +opt_step:68416 lr:0.0001405 clip_eps:0.1 entropy:1.249 +2026-01-07 21:42:57 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:38149.00 total_reward_ma:35670.87 loss:0.04703 fps:1457 +frame:4.39e+06 wall_t:3013 t:274375 epi:nan +opt_step:68576 lr:0.0001403 clip_eps:0.1 entropy:1.222 +2026-01-07 21:43:04 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:38130.50 total_reward_ma:35743.90 loss:0.04477 fps:1457 +frame:4.40e+06 wall_t:3020 t:275000 epi:nan +opt_step:68736 lr:0.00014 clip_eps:0.1 entropy:1.297 +2026-01-07 21:43:11 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:37401.00 total_reward_ma:35805.73 loss:0.01302 fps:1457 +frame:4.41e+06 wall_t:3027 t:275625 epi:nan +opt_step:68896 lr:0.0001398 clip_eps:0.1 entropy:1.274 +2026-01-07 21:43:18 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:37243.00 total_reward_ma:35867.09 loss:0.02904 fps:1457 +frame:4.42e+06 wall_t:3034 t:276250 epi:nan +opt_step:69056 lr:0.0001395 clip_eps:0.1 entropy:1.47 +2026-01-07 21:43:25 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:37445.00 total_reward_ma:35926.95 loss:0.009456 fps:1457 +frame:4.43e+06 wall_t:3040 t:276875 epi:nan +opt_step:69216 lr:0.0001393 clip_eps:0.1 entropy:1.409 +2026-01-07 21:43:31 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:37350.50 total_reward_ma:35984.27 loss:0.005495 fps:1457 +frame:4.44e+06 wall_t:3047 t:277500 epi:nan +opt_step:69344 lr:0.000139 clip_eps:0.1 entropy:1.376 +2026-01-07 21:43:38 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:37353.00 total_reward_ma:36039.71 loss:0.01015 fps:1457 +frame:4.45e+06 wall_t:3054 t:278125 epi:nan +opt_step:69504 lr:0.0001388 clip_eps:0.1 entropy:1.29 +2026-01-07 21:43:46 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:37032.50 total_reward_ma:36091.27 loss:0.02534 fps:1457 +frame:4.46e+06 wall_t:3062 t:278750 epi:nan +opt_step:69664 lr:0.0001385 clip_eps:0.1 entropy:1.264 +2026-01-07 21:43:53 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:37006.00 total_reward_ma:36140.45 loss:0.01414 fps:1457 +frame:4.47e+06 wall_t:3069 t:279375 epi:nan +opt_step:69824 lr:0.0001383 clip_eps:0.1 entropy:1.278 +2026-01-07 21:44:01 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:36533.00 total_reward_ma:36184.91 loss:0.02541 fps:1456 +frame:4.48e+06 wall_t:3077 t:280000 epi:nan +opt_step:69984 lr:0.000138 clip_eps:0.1 entropy:1.278 +2026-01-07 21:44:08 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:36734.50 total_reward_ma:36231.45 loss:0.0157 fps:1456 +frame:4.49e+06 wall_t:3084 t:280625 epi:nan +opt_step:70144 lr:0.0001378 clip_eps:0.1 entropy:1.516 +2026-01-07 21:44:15 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:36311.00 total_reward_ma:36275.95 loss:0.01142 fps:1456 +frame:4.50e+06 wall_t:3090 t:281250 epi:nan +opt_step:70304 lr:0.0001375 clip_eps:0.1 entropy:1.185 +2026-01-07 21:44:21 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:36447.00 total_reward_ma:36315.41 loss:0.01451 fps:1456 +frame:4.51e+06 wall_t:3097 t:281875 epi:nan +opt_step:70464 lr:0.0001373 clip_eps:0.1 entropy:1.481 +2026-01-07 21:44:28 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:36729.00 total_reward_ma:36358.89 loss:0.0172 fps:1457 +frame:4.52e+06 wall_t:3103 t:282500 epi:nan +opt_step:70624 lr:0.000137 clip_eps:0.1 entropy:1.456 +2026-01-07 21:44:34 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:36608.00 total_reward_ma:36402.54 loss:0.0174 fps:1457 +frame:4.53e+06 wall_t:3110 t:283125 epi:nan +opt_step:70752 lr:0.0001368 clip_eps:0.1 entropy:1.48 +2026-01-07 21:44:42 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:35568.50 total_reward_ma:36438.44 loss:0.0384 fps:1457 +frame:4.54e+06 wall_t:3117 t:283750 epi:nan +opt_step:70912 lr:0.0001365 clip_eps:0.1 entropy:1.065 +2026-01-07 21:44:48 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:35864.50 total_reward_ma:36474.71 loss:0.01333 fps:1456 +frame:4.55e+06 wall_t:3124 t:284375 epi:nan +opt_step:71072 lr:0.0001363 clip_eps:0.1 entropy:1.337 +2026-01-07 21:44:54 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:35781.50 total_reward_ma:36509.73 loss:0.0009599 fps:1457 +frame:4.56e+06 wall_t:3129 t:285000 epi:nan +opt_step:71232 lr:0.000136 clip_eps:0.1 entropy:1.541 +2026-01-07 21:45:00 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:34862.00 total_reward_ma:36535.45 loss:0.03637 fps:1458 +frame:4.57e+06 wall_t:3135 t:285625 epi:nan +opt_step:71392 lr:0.0001358 clip_eps:0.1 entropy:1.377 +2026-01-07 21:45:06 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:34981.00 total_reward_ma:36563.39 loss:0.02407 fps:1458 +frame:4.58e+06 wall_t:3142 t:286250 epi:nan +opt_step:71552 lr:0.0001355 clip_eps:0.1 entropy:1.236 +2026-01-07 21:45:12 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:34517.50 total_reward_ma:36581.05 loss:0.03585 fps:1458 +frame:4.59e+06 wall_t:3148 t:286875 epi:nan +opt_step:71712 lr:0.0001353 clip_eps:0.1 entropy:1.373 +2026-01-07 21:45:20 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:34123.50 total_reward_ma:36594.11 loss:0.03223 fps:1458 +frame:4.60e+06 wall_t:3156 t:287500 epi:nan +opt_step:71872 lr:0.000135 clip_eps:0.1 entropy:1.371 +2026-01-07 21:45:27 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:34292.00 total_reward_ma:36603.03 loss:0.05332 fps:1457 +frame:4.61e+06 wall_t:3163 t:288125 epi:nan +opt_step:72000 lr:0.0001348 clip_eps:0.1 entropy:1.144 +2026-01-07 21:45:34 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:34505.50 total_reward_ma:36612.98 loss:0.017 fps:1458 +frame:4.62e+06 wall_t:3169 t:288750 epi:nan +opt_step:72160 lr:0.0001345 clip_eps:0.1 entropy:1.275 +2026-01-07 21:45:41 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:34283.00 total_reward_ma:36621.39 loss:0.0353 fps:1457 +frame:4.63e+06 wall_t:3177 t:289375 epi:nan +opt_step:72320 lr:0.0001343 clip_eps:0.1 entropy:1.169 +2026-01-07 21:45:49 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:34377.50 total_reward_ma:36630.82 loss:0.04674 fps:1457 +frame:4.64e+06 wall_t:3184 t:290000 epi:nan +opt_step:72480 lr:0.000134 clip_eps:0.1 entropy:1.22 +2026-01-07 21:45:56 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:34625.00 total_reward_ma:36643.84 loss:0.02389 fps:1457 +frame:4.65e+06 wall_t:3191 t:290625 epi:nan +opt_step:72640 lr:0.0001338 clip_eps:0.1 entropy:1.191 +2026-01-07 21:46:02 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:34928.00 total_reward_ma:36659.59 loss:0.0282 fps:1457 +frame:4.66e+06 wall_t:3198 t:291250 epi:nan +opt_step:72800 lr:0.0001335 clip_eps:0.1 entropy:1.29 +2026-01-07 21:46:09 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:35273.00 total_reward_ma:36670.75 loss:0.05542 fps:1458 +frame:4.67e+06 wall_t:3204 t:291875 epi:nan +opt_step:72960 lr:0.0001333 clip_eps:0.1 entropy:1.182 +2026-01-07 21:46:16 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:35853.00 total_reward_ma:36684.22 loss:0.01864 fps:1457 +frame:4.68e+06 wall_t:3212 t:292500 epi:nan +opt_step:73120 lr:0.000133 clip_eps:0.1 entropy:1.218 +2026-01-07 21:46:23 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:35833.00 total_reward_ma:36692.29 loss:0.03647 fps:1457 +frame:4.69e+06 wall_t:3219 t:293125 epi:nan +opt_step:73280 lr:0.0001328 clip_eps:0.1 entropy:1.29 +2026-01-07 21:46:29 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:35630.00 total_reward_ma:36693.74 loss:0.03278 fps:1457 +frame:4.70e+06 wall_t:3225 t:293750 epi:nan +opt_step:73408 lr:0.0001325 clip_eps:0.1 entropy:1.165 +2026-01-07 21:46:36 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:35413.50 total_reward_ma:36690.83 loss:0.02453 fps:1458 +frame:4.71e+06 wall_t:3231 t:294375 epi:nan +opt_step:73568 lr:0.0001323 clip_eps:0.1 entropy:1.212 +2026-01-07 21:46:42 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:35413.50 total_reward_ma:36690.35 loss:0.0233 fps:1458 +frame:4.72e+06 wall_t:3238 t:295000 epi:nan +opt_step:73728 lr:0.000132 clip_eps:0.1 entropy:1.24 +2026-01-07 21:46:49 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:35863.00 total_reward_ma:36693.70 loss:0.008039 fps:1458 +frame:4.73e+06 wall_t:3245 t:295625 epi:nan +opt_step:73888 lr:0.0001318 clip_eps:0.1 entropy:1.548 +2026-01-07 21:46:56 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:35971.00 total_reward_ma:36693.16 loss:0.002725 fps:1458 +frame:4.74e+06 wall_t:3251 t:296250 epi:nan +opt_step:74048 lr:0.0001315 clip_eps:0.1 entropy:1.333 +2026-01-07 21:47:03 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:36146.50 total_reward_ma:36693.98 loss:0.004977 fps:1458 +frame:4.75e+06 wall_t:3258 t:296875 epi:nan +opt_step:74208 lr:0.0001313 clip_eps:0.1 entropy:1.395 +2026-01-07 21:47:10 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:36121.50 total_reward_ma:36691.86 loss:0.03911 fps:1457 +frame:4.76e+06 wall_t:3266 t:297500 epi:nan +opt_step:74368 lr:0.000131 clip_eps:0.1 entropy:1.157 +2026-01-07 21:47:17 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:36484.50 total_reward_ma:36690.75 loss:0.03066 fps:1457 +frame:4.77e+06 wall_t:3273 t:298125 epi:nan +opt_step:74528 lr:0.0001308 clip_eps:0.1 entropy:1.154 +2026-01-07 21:47:23 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:36559.00 total_reward_ma:36691.09 loss:0.01019 fps:1458 +frame:4.78e+06 wall_t:3279 t:298750 epi:nan +opt_step:74656 lr:0.0001306 clip_eps:0.1 entropy:1.475 +2026-01-07 21:47:30 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:36865.50 total_reward_ma:36693.95 loss:0.02209 fps:1458 +frame:4.79e+06 wall_t:3286 t:299375 epi:nan +opt_step:74816 lr:0.0001303 clip_eps:0.1 entropy:1.253 +2026-01-07 21:47:37 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:36909.50 total_reward_ma:36702.68 loss:0.002669 fps:1458 +frame:4.80e+06 wall_t:3293 t:300000 epi:nan +opt_step:74976 lr:0.00013 clip_eps:0.1 entropy:1.486 +2026-01-07 21:47:44 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:37015.50 total_reward_ma:36714.06 loss:0.03701 fps:1458 +frame:4.81e+06 wall_t:3300 t:300625 epi:nan +opt_step:75136 lr:0.0001298 clip_eps:0.1 entropy:1.195 +2026-01-07 21:47:52 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:37123.00 total_reward_ma:36723.80 loss:0.03532 fps:1458 +frame:4.82e+06 wall_t:3307 t:301250 epi:nan +opt_step:75296 lr:0.0001295 clip_eps:0.1 entropy:1.124 +2026-01-07 21:47:58 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:37324.00 total_reward_ma:36735.41 loss:0.003957 fps:1457 +frame:4.83e+06 wall_t:3314 t:301875 epi:nan +opt_step:75456 lr:0.0001293 clip_eps:0.1 entropy:1.219 +2026-01-07 21:48:05 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:37412.00 total_reward_ma:36750.65 loss:0.0517 fps:1457 +frame:4.84e+06 wall_t:3321 t:302500 epi:nan +opt_step:75616 lr:0.000129 clip_eps:0.1 entropy:1.351 +2026-01-07 21:48:12 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:37694.50 total_reward_ma:36763.57 loss:0.05342 fps:1458 +frame:4.85e+06 wall_t:3327 t:303125 epi:nan +opt_step:75776 lr:0.0001288 clip_eps:0.1 entropy:1.245 +2026-01-07 21:48:18 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:37694.50 total_reward_ma:36775.95 loss:0.02692 fps:1458 +frame:4.86e+06 wall_t:3334 t:303750 epi:nan +opt_step:75936 lr:0.0001285 clip_eps:0.1 entropy:1.392 +2026-01-07 21:48:25 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:38216.50 total_reward_ma:36799.61 loss:0.01551 fps:1458 +frame:4.87e+06 wall_t:3341 t:304375 epi:nan +opt_step:76064 lr:0.0001283 clip_eps:0.1 entropy:1.662 +2026-01-07 21:48:32 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:38227.00 total_reward_ma:36821.31 loss:0.02559 fps:1458 +frame:4.88e+06 wall_t:3348 t:305000 epi:nan +opt_step:76224 lr:0.000128 clip_eps:0.1 entropy:1.386 +2026-01-07 21:48:40 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:38258.50 total_reward_ma:36847.99 loss:0.02208 fps:1458 +frame:4.89e+06 wall_t:3355 t:305625 epi:nan +opt_step:76384 lr:0.0001278 clip_eps:0.1 entropy:1.165 +2026-01-07 21:48:47 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:38172.50 total_reward_ma:36869.43 loss:0.02651 fps:1457 +frame:4.90e+06 wall_t:3362 t:306250 epi:nan +opt_step:76544 lr:0.0001275 clip_eps:0.1 entropy:1.166 +2026-01-07 21:48:53 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:38228.50 total_reward_ma:36890.50 loss:0.02171 fps:1457 +frame:4.91e+06 wall_t:3369 t:306875 epi:nan +opt_step:76704 lr:0.0001273 clip_eps:0.1 entropy:1.284 +2026-01-07 21:49:00 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:38414.50 total_reward_ma:36913.10 loss:0.03734 fps:1457 +frame:4.92e+06 wall_t:3376 t:307500 epi:nan +opt_step:76864 lr:0.000127 clip_eps:0.1 entropy:1.142 +2026-01-07 21:49:07 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:38828.00 total_reward_ma:36940.57 loss:0.03037 fps:1457 +frame:4.93e+06 wall_t:3383 t:308125 epi:nan +opt_step:77024 lr:0.0001268 clip_eps:0.1 entropy:1.117 +2026-01-07 21:49:14 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:39376.00 total_reward_ma:36966.84 loss:0.045 fps:1457 +frame:4.94e+06 wall_t:3390 t:308750 epi:nan +opt_step:77184 lr:0.0001265 clip_eps:0.1 entropy:1.178 +2026-01-07 21:49:21 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:40035.00 total_reward_ma:36998.64 loss:0.008829 fps:1458 +frame:4.95e+06 wall_t:3396 t:309375 epi:nan +opt_step:77312 lr:0.0001263 clip_eps:0.1 entropy:1.212 +2026-01-07 21:49:28 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:40484.50 total_reward_ma:37036.66 loss:0.02665 fps:1457 +frame:4.96e+06 wall_t:3404 t:310000 epi:nan +opt_step:77472 lr:0.000126 clip_eps:0.1 entropy:1.126 +2026-01-07 21:49:35 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:40431.50 total_reward_ma:37075.35 loss:0.04062 fps:1457 +frame:4.97e+06 wall_t:3410 t:310625 epi:nan +opt_step:77632 lr:0.0001258 clip_eps:0.1 entropy:1.223 +2026-01-07 21:49:41 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:40305.00 total_reward_ma:37113.75 loss:0.03036 fps:1457 +frame:4.98e+06 wall_t:3417 t:311250 epi:nan +opt_step:77792 lr:0.0001255 clip_eps:0.1 entropy:0.9839 +2026-01-07 21:49:49 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:40498.50 total_reward_ma:37149.14 loss:0.02171 fps:1457 +frame:4.99e+06 wall_t:3424 t:311875 epi:nan +opt_step:77952 lr:0.0001253 clip_eps:0.1 entropy:1.142 +2026-01-07 21:49:56 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:40811.50 total_reward_ma:37191.27 loss:0.003806 fps:1457 +frame:5.00e+06 wall_t:3431 t:312500 epi:nan +opt_step:78112 lr:0.000125 clip_eps:0.1 entropy:1.348 +2026-01-07 21:50:03 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:41080.00 total_reward_ma:37232.30 loss:0.02119 fps:1457 +frame:5.01e+06 wall_t:3438 t:313125 epi:nan +opt_step:78272 lr:0.0001248 clip_eps:0.1 entropy:1.282 +2026-01-07 21:50:11 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:41830.00 total_reward_ma:37282.33 loss:0.02564 fps:1457 +frame:5.02e+06 wall_t:3446 t:313750 epi:nan +opt_step:78432 lr:0.0001245 clip_eps:0.1 entropy:1.218 +2026-01-07 21:50:18 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:41763.00 total_reward_ma:37329.57 loss:0.02091 fps:1456 +frame:5.03e+06 wall_t:3454 t:314375 epi:nan +opt_step:78592 lr:0.0001243 clip_eps:0.1 entropy:1.13 +2026-01-07 21:50:25 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:41545.00 total_reward_ma:37372.42 loss:0.03487 fps:1456 +frame:5.04e+06 wall_t:3461 t:315000 epi:nan +opt_step:78720 lr:0.000124 clip_eps:0.1 entropy:1.38 +2026-01-07 21:50:33 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:41545.00 total_reward_ma:37416.67 loss:0.02065 fps:1456 +frame:5.05e+06 wall_t:3469 t:315625 epi:nan +opt_step:78880 lr:0.0001238 clip_eps:0.1 entropy:1.071 +2026-01-07 21:50:40 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:41054.00 total_reward_ma:37463.77 loss:0.03369 fps:1456 +frame:5.06e+06 wall_t:3475 t:316250 epi:nan +opt_step:79040 lr:0.0001235 clip_eps:0.1 entropy:1.197 +2026-01-07 21:50:47 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:40827.00 total_reward_ma:37506.27 loss:-0.001075 fps:1456 +frame:5.07e+06 wall_t:3483 t:316875 epi:nan +opt_step:79200 lr:0.0001233 clip_eps:0.1 entropy:1.472 +2026-01-07 21:50:54 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:40997.00 total_reward_ma:37547.30 loss:0.01908 fps:1456 +frame:5.08e+06 wall_t:3489 t:317500 epi:nan +opt_step:79360 lr:0.000123 clip_eps:0.1 entropy:1.46 +2026-01-07 21:51:01 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:40830.50 total_reward_ma:37591.01 loss:0.02311 fps:1456 +frame:5.09e+06 wall_t:3497 t:318125 epi:nan +opt_step:79520 lr:0.0001228 clip_eps:0.1 entropy:1.358 +2026-01-07 21:51:08 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:41142.50 total_reward_ma:37637.92 loss:0.01669 fps:1455 +frame:5.10e+06 wall_t:3504 t:318750 epi:nan +opt_step:79680 lr:0.0001225 clip_eps:0.1 entropy:1.338 +2026-01-07 21:51:15 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:41142.50 total_reward_ma:37681.57 loss:0.0257 fps:1455 +frame:5.11e+06 wall_t:3511 t:319375 epi:nan +opt_step:79840 lr:0.0001223 clip_eps:0.1 entropy:1.329 +2026-01-07 21:51:22 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:41084.00 total_reward_ma:37722.91 loss:-0.0001817 fps:1455 +frame:5.12e+06 wall_t:3518 t:320000 epi:nan +opt_step:80000 lr:0.000122 clip_eps:0.1 entropy:1.119 +2026-01-07 21:51:28 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:41109.00 total_reward_ma:37764.04 loss:0.02262 fps:1456 +frame:5.13e+06 wall_t:3524 t:320625 epi:nan +opt_step:80128 lr:0.0001218 clip_eps:0.1 entropy:1.106 +2026-01-07 21:51:35 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:41162.50 total_reward_ma:37805.71 loss:0.02333 fps:1456 +frame:5.14e+06 wall_t:3531 t:321250 epi:nan +opt_step:80288 lr:0.0001215 clip_eps:0.1 entropy:1.05 +2026-01-07 21:51:42 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:41183.00 total_reward_ma:37846.77 loss:0.01215 fps:1456 +frame:5.15e+06 wall_t:3537 t:321875 epi:nan +opt_step:80448 lr:0.0001213 clip_eps:0.1 entropy:1.072 +2026-01-07 21:51:49 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:41105.00 total_reward_ma:37889.07 loss:0.03218 fps:1456 +frame:5.16e+06 wall_t:3544 t:322500 epi:nan +opt_step:80608 lr:0.000121 clip_eps:0.1 entropy:1.345 +2026-01-07 21:51:56 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:41367.00 total_reward_ma:37927.80 loss:0.03943 fps:1456 +frame:5.17e+06 wall_t:3552 t:323125 epi:nan +opt_step:80768 lr:0.0001208 clip_eps:0.1 entropy:1.237 +2026-01-07 21:52:03 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:41491.00 total_reward_ma:37968.61 loss:0.04841 fps:1455 +frame:5.18e+06 wall_t:3559 t:323750 epi:nan +opt_step:80928 lr:0.0001205 clip_eps:0.1 entropy:1.128 +2026-01-07 21:52:10 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:41915.50 total_reward_ma:38008.82 loss:0.03426 fps:1456 +frame:5.19e+06 wall_t:3565 t:324375 epi:nan +opt_step:81088 lr:0.0001203 clip_eps:0.1 entropy:1.067 +2026-01-07 21:52:17 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:41771.50 total_reward_ma:38048.43 loss:0.05127 fps:1456 +frame:5.20e+06 wall_t:3572 t:325000 epi:nan +opt_step:81248 lr:0.00012 clip_eps:0.1 entropy:0.9829 +2026-01-07 21:52:23 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:41915.50 total_reward_ma:38088.71 loss:0.04142 fps:1456 +frame:5.21e+06 wall_t:3578 t:325625 epi:nan +opt_step:81376 lr:0.0001198 clip_eps:0.1 entropy:1.128 +2026-01-07 21:52:30 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:42643.50 total_reward_ma:38136.07 loss:0.02832 fps:1456 +frame:5.22e+06 wall_t:3585 t:326250 epi:nan +opt_step:81536 lr:0.0001195 clip_eps:0.1 entropy:1.056 +2026-01-07 21:52:37 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:42425.00 total_reward_ma:38179.32 loss:0.04293 fps:1456 +frame:5.23e+06 wall_t:3593 t:326875 epi:nan +opt_step:81696 lr:0.0001193 clip_eps:0.1 entropy:1.024 +2026-01-07 21:52:45 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:42810.00 total_reward_ma:38226.59 loss:0.02745 fps:1456 +frame:5.24e+06 wall_t:3600 t:327500 epi:nan +opt_step:81856 lr:0.000119 clip_eps:0.1 entropy:1.515 +2026-01-07 21:52:53 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:42851.50 total_reward_ma:38273.00 loss:0.0248 fps:1455 +frame:5.25e+06 wall_t:3608 t:328125 epi:nan +opt_step:82016 lr:0.0001188 clip_eps:0.1 entropy:1.296 +2026-01-07 21:53:01 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:42690.50 total_reward_ma:38315.02 loss:0.02442 fps:1455 +frame:5.26e+06 wall_t:3616 t:328750 epi:nan +opt_step:82176 lr:0.0001185 clip_eps:0.1 entropy:1.31 +2026-01-07 21:53:08 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:42712.00 total_reward_ma:38355.90 loss:0.01375 fps:1455 +frame:5.27e+06 wall_t:3623 t:329375 epi:nan +opt_step:82336 lr:0.0001183 clip_eps:0.1 entropy:1.332 +2026-01-07 21:53:14 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:42466.50 total_reward_ma:38392.34 loss:0.02601 fps:1455 +frame:5.28e+06 wall_t:3630 t:330000 epi:nan +opt_step:82496 lr:0.000118 clip_eps:0.1 entropy:1.12 +2026-01-07 21:53:21 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:42466.50 total_reward_ma:38429.75 loss:0.01697 fps:1455 +frame:5.29e+06 wall_t:3636 t:330625 epi:nan +opt_step:82656 lr:0.0001178 clip_eps:0.1 entropy:1.069 +2026-01-07 21:53:27 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:42880.50 total_reward_ma:38469.75 loss:0.03446 fps:1455 +frame:5.30e+06 wall_t:3643 t:331250 epi:nan +opt_step:82784 lr:0.0001175 clip_eps:0.1 entropy:1.007 +2026-01-07 21:53:34 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:42594.00 total_reward_ma:38504.34 loss:0.02524 fps:1455 +frame:5.31e+06 wall_t:3649 t:331875 epi:nan +opt_step:82944 lr:0.0001173 clip_eps:0.1 entropy:1.084 +2026-01-07 21:53:41 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:42594.00 total_reward_ma:38540.60 loss:0.05068 fps:1455 +frame:5.32e+06 wall_t:3657 t:332500 epi:nan +opt_step:83104 lr:0.000117 clip_eps:0.1 entropy:0.9714 +2026-01-07 21:53:48 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:42391.50 total_reward_ma:38582.34 loss:0.05994 fps:1455 +frame:5.33e+06 wall_t:3663 t:333125 epi:nan +opt_step:83264 lr:0.0001168 clip_eps:0.1 entropy:1.044 +2026-01-07 21:53:55 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:42786.00 total_reward_ma:38630.89 loss:0.02105 fps:1455 +frame:5.34e+06 wall_t:3670 t:333750 epi:nan +opt_step:83424 lr:0.0001165 clip_eps:0.1 entropy:0.9958 +2026-01-07 21:54:01 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43339.00 total_reward_ma:38683.57 loss:0.03951 fps:1455 +frame:5.35e+06 wall_t:3677 t:334375 epi:nan +opt_step:83584 lr:0.0001163 clip_eps:0.1 entropy:0.9159 +2026-01-07 21:54:08 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43343.00 total_reward_ma:38735.20 loss:0.02649 fps:1455 +frame:5.36e+06 wall_t:3683 t:335000 epi:nan +opt_step:83744 lr:0.000116 clip_eps:0.1 entropy:1.019 +2026-01-07 21:54:15 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43451.50 total_reward_ma:38786.40 loss:0.002888 fps:1455 +frame:5.37e+06 wall_t:3691 t:335625 epi:nan +opt_step:83904 lr:0.0001158 clip_eps:0.1 entropy:1.266 +2026-01-07 21:54:22 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43637.50 total_reward_ma:38840.13 loss:0.02603 fps:1455 +frame:5.38e+06 wall_t:3698 t:336250 epi:nan +opt_step:84032 lr:0.0001155 clip_eps:0.1 entropy:1.346 +2026-01-07 21:54:29 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43550.50 total_reward_ma:38894.14 loss:0.03716 fps:1455 +frame:5.39e+06 wall_t:3705 t:336875 epi:nan +opt_step:84192 lr:0.0001153 clip_eps:0.1 entropy:1.162 +2026-01-07 21:54:36 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43868.00 total_reward_ma:38951.52 loss:0.01665 fps:1455 +frame:5.40e+06 wall_t:3711 t:337500 epi:nan +opt_step:84352 lr:0.000115 clip_eps:0.1 entropy:1.319 +2026-01-07 21:54:42 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43754.50 total_reward_ma:39015.05 loss:0.01555 fps:1455 +frame:5.41e+06 wall_t:3718 t:338125 epi:nan +opt_step:84512 lr:0.0001148 clip_eps:0.1 entropy:1.141 +2026-01-07 21:54:48 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43651.00 total_reward_ma:39079.14 loss:0.01424 fps:1455 +frame:5.42e+06 wall_t:3724 t:338750 epi:nan +opt_step:84672 lr:0.0001145 clip_eps:0.1 entropy:1.173 +2026-01-07 21:54:55 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43741.00 total_reward_ma:39142.09 loss:0.01865 fps:1455 +frame:5.43e+06 wall_t:3731 t:339375 epi:nan +opt_step:84832 lr:0.0001143 clip_eps:0.1 entropy:1.205 +2026-01-07 21:55:02 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43643.50 total_reward_ma:39205.02 loss:0.005166 fps:1456 +frame:5.44e+06 wall_t:3737 t:340000 epi:nan +opt_step:84992 lr:0.000114 clip_eps:0.1 entropy:1.515 +2026-01-07 21:55:09 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43812.50 total_reward_ma:39269.62 loss:0.01922 fps:1456 +frame:5.45e+06 wall_t:3744 t:340625 epi:nan +opt_step:85152 lr:0.0001138 clip_eps:0.1 entropy:1.417 +2026-01-07 21:55:16 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:44263.00 total_reward_ma:39341.93 loss:0.025 fps:1455 +frame:5.46e+06 wall_t:3752 t:341250 epi:nan +opt_step:85312 lr:0.0001135 clip_eps:0.1 entropy:1.223 +2026-01-07 21:55:22 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:44389.00 total_reward_ma:39415.75 loss:0.04315 fps:1456 +frame:5.47e+06 wall_t:3758 t:341875 epi:nan +opt_step:85440 lr:0.0001133 clip_eps:0.1 entropy:1.02 +2026-01-07 21:55:30 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:44495.00 total_reward_ma:39495.38 loss:0.04699 fps:1456 +frame:5.48e+06 wall_t:3765 t:342500 epi:nan +opt_step:85600 lr:0.000113 clip_eps:0.1 entropy:1.008 +2026-01-07 21:55:36 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:44677.00 total_reward_ma:39574.80 loss:0.04444 fps:1455 +frame:5.49e+06 wall_t:3772 t:343125 epi:nan +opt_step:85760 lr:0.0001128 clip_eps:0.1 entropy:1.071 +2026-01-07 21:55:45 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:45165.00 total_reward_ma:39663.34 loss:0.02282 fps:1455 +frame:5.50e+06 wall_t:3780 t:343750 epi:nan +opt_step:85920 lr:0.0001125 clip_eps:0.1 entropy:1.008 +2026-01-07 21:55:52 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:45258.50 total_reward_ma:39751.45 loss:0.01302 fps:1455 +frame:5.51e+06 wall_t:3787 t:344375 epi:nan +opt_step:86080 lr:0.0001123 clip_eps:0.1 entropy:1.036 +2026-01-07 21:55:59 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:44727.50 total_reward_ma:39831.44 loss:0.03785 fps:1455 +frame:5.52e+06 wall_t:3795 t:345000 epi:nan +opt_step:86240 lr:0.000112 clip_eps:0.1 entropy:1 +2026-01-07 21:56:06 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:44974.00 total_reward_ma:39915.10 loss:0.03323 fps:1454 +frame:5.53e+06 wall_t:3802 t:345625 epi:nan +opt_step:86400 lr:0.0001118 clip_eps:0.1 entropy:1.035 +2026-01-07 21:56:13 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:44826.50 total_reward_ma:40007.68 loss:0.01266 fps:1454 +frame:5.54e+06 wall_t:3809 t:346250 epi:nan +opt_step:86560 lr:0.0001115 clip_eps:0.1 entropy:1.105 +2026-01-07 21:56:20 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:44932.00 total_reward_ma:40098.36 loss:0.03219 fps:1454 +frame:5.55e+06 wall_t:3816 t:346875 epi:nan +opt_step:86688 lr:0.0001113 clip_eps:0.1 entropy:1.192 +2026-01-07 21:56:27 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:44844.50 total_reward_ma:40188.98 loss:0.01527 fps:1455 +frame:5.56e+06 wall_t:3822 t:347500 epi:nan +opt_step:86848 lr:0.000111 clip_eps:0.1 entropy:1.2 +2026-01-07 21:56:34 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:45339.50 total_reward_ma:40293.76 loss:0.03523 fps:1455 +frame:5.57e+06 wall_t:3829 t:348125 epi:nan +opt_step:87008 lr:0.0001108 clip_eps:0.1 entropy:1.046 +2026-01-07 21:56:41 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:44758.00 total_reward_ma:40391.53 loss:0.02562 fps:1455 +frame:5.58e+06 wall_t:3836 t:348750 epi:nan +opt_step:87168 lr:0.0001105 clip_eps:0.1 entropy:1.063 +2026-01-07 21:56:49 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:44621.00 total_reward_ma:40492.57 loss:0.02235 fps:1454 +frame:5.59e+06 wall_t:3845 t:349375 epi:nan +opt_step:87328 lr:0.0001103 clip_eps:0.1 entropy:1.154 +2026-01-07 21:56:57 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:44347.00 total_reward_ma:40594.80 loss:0.04328 fps:1454 +frame:5.60e+06 wall_t:3852 t:350000 epi:nan +opt_step:87488 lr:0.00011 clip_eps:0.1 entropy:1.173 +2026-01-07 21:57:03 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:44337.00 total_reward_ma:40695.25 loss:0.0295 fps:1454 +frame:5.61e+06 wall_t:3859 t:350625 epi:nan +opt_step:87648 lr:0.0001098 clip_eps:0.1 entropy:1.274 +2026-01-07 21:57:10 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:44415.00 total_reward_ma:40794.34 loss:0.04332 fps:1454 +frame:5.62e+06 wall_t:3866 t:351250 epi:nan +opt_step:87808 lr:0.0001095 clip_eps:0.1 entropy:1.171 +2026-01-07 21:57:18 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:44435.00 total_reward_ma:40895.86 loss:0.01299 fps:1454 +frame:5.63e+06 wall_t:3873 t:351875 epi:nan +opt_step:87968 lr:0.0001093 clip_eps:0.1 entropy:1.033 +2026-01-07 21:57:23 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:44359.00 total_reward_ma:40995.68 loss:0.0188 fps:1454 +frame:5.64e+06 wall_t:3879 t:352500 epi:nan +opt_step:88096 lr:0.000109 clip_eps:0.1 entropy:1.084 +2026-01-07 21:57:31 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:44337.00 total_reward_ma:41092.80 loss:0.01876 fps:1454 +frame:5.65e+06 wall_t:3886 t:353125 epi:nan +opt_step:88256 lr:0.0001088 clip_eps:0.1 entropy:1.019 +2026-01-07 21:57:38 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43826.00 total_reward_ma:41181.78 loss:0.03533 fps:1454 +frame:5.66e+06 wall_t:3894 t:353750 epi:nan +opt_step:88416 lr:0.0001085 clip_eps:0.1 entropy:1.327 +2026-01-07 21:57:45 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43629.50 total_reward_ma:41265.34 loss:0.02498 fps:1453 +frame:5.67e+06 wall_t:3901 t:354375 epi:nan +opt_step:88576 lr:0.0001083 clip_eps:0.1 entropy:1.071 +2026-01-07 21:57:53 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43664.00 total_reward_ma:41343.45 loss:0.02141 fps:1453 +frame:5.68e+06 wall_t:3909 t:355000 epi:nan +opt_step:88736 lr:0.000108 clip_eps:0.1 entropy:1.21 +2026-01-07 21:58:01 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:44321.00 total_reward_ma:41428.34 loss:0.03832 fps:1453 +frame:5.69e+06 wall_t:3916 t:355625 epi:nan +opt_step:88896 lr:0.0001078 clip_eps:0.1 entropy:1.144 +2026-01-07 21:58:08 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:44203.00 total_reward_ma:41514.07 loss:0.03837 fps:1453 +frame:5.70e+06 wall_t:3923 t:356250 epi:nan +opt_step:89056 lr:0.0001075 clip_eps:0.1 entropy:1.397 +2026-01-07 21:58:15 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43683.00 total_reward_ma:41596.76 loss:0.0275 fps:1453 +frame:5.71e+06 wall_t:3930 t:356875 epi:nan +opt_step:89216 lr:0.0001073 clip_eps:0.1 entropy:1.595 +2026-01-07 21:58:21 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43451.50 total_reward_ma:41677.14 loss:0.03408 fps:1453 +frame:5.72e+06 wall_t:3936 t:357500 epi:nan +opt_step:89344 lr:0.000107 clip_eps:0.1 entropy:1.092 +2026-01-07 21:58:27 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43557.50 total_reward_ma:41754.09 loss:0.03113 fps:1453 +frame:5.73e+06 wall_t:3943 t:358125 epi:nan +opt_step:89504 lr:0.0001068 clip_eps:0.1 entropy:1.222 +2026-01-07 21:58:34 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:42720.00 total_reward_ma:41821.57 loss:0.03474 fps:1454 +frame:5.74e+06 wall_t:3949 t:358750 epi:nan +opt_step:89664 lr:0.0001065 clip_eps:0.1 entropy:1.079 +2026-01-07 21:58:41 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:42554.50 total_reward_ma:41885.66 loss:0.02152 fps:1453 +frame:5.75e+06 wall_t:3957 t:359375 epi:nan +opt_step:89824 lr:0.0001063 clip_eps:0.1 entropy:1.095 +2026-01-07 21:58:47 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:42849.50 total_reward_ma:41952.93 loss:0.006807 fps:1453 +frame:5.76e+06 wall_t:3963 t:360000 epi:nan +opt_step:89984 lr:0.000106 clip_eps:0.1 entropy:1.227 +2026-01-07 21:58:54 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:42744.00 total_reward_ma:42015.53 loss:0.01854 fps:1453 +frame:5.77e+06 wall_t:3970 t:360625 epi:nan +opt_step:90144 lr:0.0001058 clip_eps:0.1 entropy:1.125 +2026-01-07 21:59:01 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:42744.00 total_reward_ma:42077.38 loss:0.01723 fps:1453 +frame:5.78e+06 wall_t:3977 t:361250 epi:nan +opt_step:90304 lr:0.0001055 clip_eps:0.1 entropy:1.316 +2026-01-07 21:59:09 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:42542.50 total_reward_ma:42134.15 loss:0.02596 fps:1453 +frame:5.79e+06 wall_t:3985 t:361875 epi:nan +opt_step:90464 lr:0.0001053 clip_eps:0.1 entropy:1.17 +2026-01-07 21:59:17 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:42588.00 total_reward_ma:42190.93 loss:0.01515 fps:1453 +frame:5.80e+06 wall_t:3992 t:362500 epi:nan +opt_step:90624 lr:0.000105 clip_eps:0.1 entropy:1.362 +2026-01-07 21:59:22 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:42390.00 total_reward_ma:42244.68 loss:0.01162 fps:1453 +frame:5.81e+06 wall_t:3998 t:363125 epi:nan +opt_step:90752 lr:0.0001048 clip_eps:0.1 entropy:1.294 +2026-01-07 21:59:28 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:42533.00 total_reward_ma:42298.78 loss:0.01019 fps:1454 +frame:5.82e+06 wall_t:4004 t:363750 epi:nan +opt_step:90912 lr:0.0001045 clip_eps:0.1 entropy:1.301 +2026-01-07 21:59:35 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:42374.00 total_reward_ma:42349.28 loss:0.01683 fps:1454 +frame:5.83e+06 wall_t:4011 t:364375 epi:nan +opt_step:91072 lr:0.0001043 clip_eps:0.1 entropy:1.114 +2026-01-07 21:59:41 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:42433.00 total_reward_ma:42399.49 loss:0.02869 fps:1454 +frame:5.84e+06 wall_t:4017 t:365000 epi:nan +opt_step:91232 lr:0.000104 clip_eps:0.1 entropy:1.009 +2026-01-07 21:59:48 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:42452.00 total_reward_ma:42447.07 loss:0.03048 fps:1454 +frame:5.85e+06 wall_t:4023 t:365625 epi:nan +opt_step:91392 lr:0.0001038 clip_eps:0.1 entropy:0.9414 +2026-01-07 21:59:53 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:42506.50 total_reward_ma:42495.18 loss:0.03078 fps:1454 +frame:5.86e+06 wall_t:4029 t:366250 epi:nan +opt_step:91552 lr:0.0001035 clip_eps:0.1 entropy:0.9922 +2026-01-07 21:59:59 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:42320.50 total_reward_ma:42536.23 loss:0.0391 fps:1455 +frame:5.87e+06 wall_t:4035 t:366875 epi:nan +opt_step:91712 lr:0.0001033 clip_eps:0.1 entropy:1.091 +2026-01-07 22:00:05 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:41962.50 total_reward_ma:42573.58 loss:0.02749 fps:1455 +frame:5.88e+06 wall_t:4041 t:367500 epi:nan +opt_step:91872 lr:0.000103 clip_eps:0.1 entropy:0.9365 +2026-01-07 22:00:11 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:42016.00 total_reward_ma:42611.16 loss:0.03737 fps:1456 +frame:5.89e+06 wall_t:4046 t:368125 epi:nan +opt_step:92000 lr:0.0001028 clip_eps:0.1 entropy:1.326 +2026-01-07 22:00:17 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:42346.00 total_reward_ma:42652.89 loss:0.01913 fps:1456 +frame:5.90e+06 wall_t:4053 t:368750 epi:nan +opt_step:92160 lr:0.0001025 clip_eps:0.1 entropy:1.254 +2026-01-07 22:00:23 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:42740.50 total_reward_ma:42698.01 loss:0.007942 fps:1456 +frame:5.91e+06 wall_t:4059 t:369375 epi:nan +opt_step:92320 lr:0.0001023 clip_eps:0.1 entropy:1.357 +2026-01-07 22:00:29 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:42845.50 total_reward_ma:42742.32 loss:0.04322 fps:1456 +frame:5.92e+06 wall_t:4065 t:370000 epi:nan +opt_step:92480 lr:0.000102 clip_eps:0.1 entropy:1.09 +2026-01-07 22:00:35 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:42759.00 total_reward_ma:42781.63 loss:0.02807 fps:1457 +frame:5.93e+06 wall_t:4071 t:370625 epi:nan +opt_step:92640 lr:0.0001018 clip_eps:0.1 entropy:1.231 +2026-01-07 22:00:41 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:42759.00 total_reward_ma:42815.46 loss:0.01011 fps:1457 +frame:5.94e+06 wall_t:4077 t:371250 epi:nan +opt_step:92800 lr:0.0001015 clip_eps:0.1 entropy:1.12 +2026-01-07 22:00:47 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:42808.00 total_reward_ma:42843.19 loss:0.04671 fps:1457 +frame:5.95e+06 wall_t:4083 t:371875 epi:nan +opt_step:92960 lr:0.0001013 clip_eps:0.1 entropy:0.9868 +2026-01-07 22:00:53 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:42990.00 total_reward_ma:42868.25 loss:0.02153 fps:1458 +frame:5.96e+06 wall_t:4088 t:372500 epi:nan +opt_step:93120 lr:0.000101 clip_eps:0.1 entropy:0.9417 +2026-01-07 22:00:59 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:42781.00 total_reward_ma:42891.74 loss:0.03396 fps:1458 +frame:5.97e+06 wall_t:4095 t:373125 epi:nan +opt_step:93280 lr:0.0001008 clip_eps:0.1 entropy:1.048 +2026-01-07 22:01:05 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:42802.50 total_reward_ma:42916.71 loss:0.03096 fps:1459 +frame:5.98e+06 wall_t:4100 t:373750 epi:nan +opt_step:93408 lr:0.0001005 clip_eps:0.1 entropy:1.126 +2026-01-07 22:01:11 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43703.00 total_reward_ma:42948.76 loss:0.09445 fps:1458 +frame:5.99e+06 wall_t:4107 t:374375 epi:nan +opt_step:93568 lr:0.0001003 clip_eps:0.1 entropy:1.182 +2026-01-07 22:01:17 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43703.00 total_reward_ma:42977.68 loss:0.0177 fps:1459 +frame:6.00e+06 wall_t:4113 t:375000 epi:nan +opt_step:93728 lr:0.0001 clip_eps:0.1 entropy:1.03 +2026-01-07 22:01:23 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43703.00 total_reward_ma:43003.91 loss:0.02463 fps:1459 +frame:6.01e+06 wall_t:4119 t:375625 epi:nan +opt_step:93888 lr:9.978e-05 clip_eps:0.1 entropy:1.103 +2026-01-07 22:01:29 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43433.00 total_reward_ma:43019.93 loss:0.02857 fps:1459 +frame:6.02e+06 wall_t:4125 t:376250 epi:nan +opt_step:94048 lr:9.952e-05 clip_eps:0.1 entropy:1.161 +2026-01-07 22:01:35 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:42903.50 total_reward_ma:43031.34 loss:0.01558 fps:1460 +frame:6.03e+06 wall_t:4131 t:376875 epi:nan +opt_step:94208 lr:9.927e-05 clip_eps:0.1 entropy:1.239 +2026-01-07 22:01:41 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:42771.00 total_reward_ma:43043.60 loss:0.02286 fps:1460 +frame:6.04e+06 wall_t:4136 t:377500 epi:nan +opt_step:94368 lr:9.901e-05 clip_eps:0.1 entropy:1.095 +2026-01-07 22:01:47 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:42983.50 total_reward_ma:43057.98 loss:0.028 fps:1461 +frame:6.05e+06 wall_t:4142 t:378125 epi:nan +opt_step:94528 lr:9.876e-05 clip_eps:0.1 entropy:1.212 +2026-01-07 22:01:52 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:42908.50 total_reward_ma:43076.53 loss:0.03057 fps:1461 +frame:6.06e+06 wall_t:4148 t:378750 epi:nan +opt_step:94656 lr:9.855e-05 clip_eps:0.1 entropy:1.34 +2026-01-07 22:01:59 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43139.50 total_reward_ma:43099.66 loss:0.02686 fps:1461 +frame:6.07e+06 wall_t:4154 t:379375 epi:nan +opt_step:94816 lr:9.829e-05 clip_eps:0.1 entropy:1.257 +2026-01-07 22:02:05 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43060.50 total_reward_ma:43120.29 loss:0.007179 fps:1462 +frame:6.08e+06 wall_t:4160 t:380000 epi:nan +opt_step:94976 lr:9.804e-05 clip_eps:0.1 entropy:1.347 +2026-01-07 22:02:11 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:42707.00 total_reward_ma:43139.05 loss:0.03688 fps:1462 +frame:6.09e+06 wall_t:4166 t:380625 epi:nan +opt_step:95136 lr:9.778e-05 clip_eps:0.1 entropy:1.033 +2026-01-07 22:02:18 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:42872.50 total_reward_ma:43156.36 loss:0.01536 fps:1462 +frame:6.10e+06 wall_t:4173 t:381250 epi:nan +opt_step:95296 lr:9.753e-05 clip_eps:0.1 entropy:1.16 +2026-01-07 22:02:24 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43198.50 total_reward_ma:43176.91 loss:0.02066 fps:1462 +frame:6.11e+06 wall_t:4180 t:381875 epi:nan +opt_step:95456 lr:9.727e-05 clip_eps:0.1 entropy:1.232 +2026-01-07 22:02:30 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43401.00 total_reward_ma:43200.09 loss:0.0327 fps:1462 +frame:6.12e+06 wall_t:4186 t:382500 epi:nan +opt_step:95616 lr:9.701e-05 clip_eps:0.1 entropy:1.335 +2026-01-07 22:02:36 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:44111.00 total_reward_ma:43230.11 loss:0.0361 fps:1462 +frame:6.13e+06 wall_t:4192 t:383125 epi:nan +opt_step:95776 lr:9.676e-05 clip_eps:0.1 entropy:1.264 +2026-01-07 22:02:42 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:44041.00 total_reward_ma:43258.89 loss:0.01989 fps:1463 +frame:6.14e+06 wall_t:4198 t:383750 epi:nan +opt_step:95936 lr:9.65e-05 clip_eps:0.1 entropy:1.214 +2026-01-07 22:02:48 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:44042.00 total_reward_ma:43287.48 loss:0.04318 fps:1463 +frame:6.15e+06 wall_t:4203 t:384375 epi:nan +opt_step:96064 lr:9.63e-05 clip_eps:0.1 entropy:1.321 +2026-01-07 22:02:54 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43574.00 total_reward_ma:43312.17 loss:0.007553 fps:1464 +frame:6.16e+06 wall_t:4209 t:385000 epi:nan +opt_step:96224 lr:9.604e-05 clip_eps:0.1 entropy:1.564 +2026-01-07 22:03:00 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43106.50 total_reward_ma:43329.57 loss:0.0006285 fps:1463 +frame:6.17e+06 wall_t:4216 t:385625 epi:nan +opt_step:96384 lr:9.579e-05 clip_eps:0.1 entropy:1.76 +2026-01-07 22:03:07 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:42966.50 total_reward_ma:43344.32 loss:0.03786 fps:1464 +frame:6.18e+06 wall_t:4222 t:386250 epi:nan +opt_step:96544 lr:9.553e-05 clip_eps:0.1 entropy:1.118 +2026-01-07 22:03:12 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:42492.50 total_reward_ma:43350.09 loss:0.03876 fps:1464 +frame:6.19e+06 wall_t:4228 t:386875 epi:nan +opt_step:96704 lr:9.527e-05 clip_eps:0.1 entropy:1.208 +2026-01-07 22:03:18 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:42492.50 total_reward_ma:43357.30 loss:0.01006 fps:1464 +frame:6.20e+06 wall_t:4234 t:387500 epi:nan +opt_step:96864 lr:9.502e-05 clip_eps:0.1 entropy:1.011 +2026-01-07 22:03:25 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:42325.50 total_reward_ma:43361.40 loss:0.01864 fps:1465 +frame:6.21e+06 wall_t:4240 t:388125 epi:nan +opt_step:97024 lr:9.476e-05 clip_eps:0.1 entropy:1.225 +2026-01-07 22:03:30 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:42139.00 total_reward_ma:43356.36 loss:0.02661 fps:1465 +frame:6.22e+06 wall_t:4246 t:388750 epi:nan +opt_step:97184 lr:9.451e-05 clip_eps:0.1 entropy:1.276 +2026-01-07 22:03:36 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:42490.00 total_reward_ma:43357.00 loss:0.03251 fps:1466 +frame:6.23e+06 wall_t:4251 t:389375 epi:nan +opt_step:97312 lr:9.43e-05 clip_eps:0.1 entropy:1.169 +2026-01-07 22:03:42 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:42011.00 total_reward_ma:43349.02 loss:0.02884 fps:1465 +frame:6.24e+06 wall_t:4258 t:390000 epi:nan +opt_step:97472 lr:9.404e-05 clip_eps:0.1 entropy:1.149 +2026-01-07 22:03:49 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:41693.50 total_reward_ma:43337.43 loss:0.02912 fps:1465 +frame:6.25e+06 wall_t:4265 t:390625 epi:nan +opt_step:97632 lr:9.379e-05 clip_eps:0.1 entropy:0.9387 +2026-01-07 22:03:56 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:42016.00 total_reward_ma:43330.69 loss:0.01987 fps:1466 +frame:6.26e+06 wall_t:4271 t:391250 epi:nan +opt_step:97792 lr:9.353e-05 clip_eps:0.1 entropy:1.231 +2026-01-07 22:04:02 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:42136.50 total_reward_ma:43324.93 loss:0.01074 fps:1466 +frame:6.27e+06 wall_t:4278 t:391875 epi:nan +opt_step:97952 lr:9.328e-05 clip_eps:0.1 entropy:1.375 +2026-01-07 22:04:09 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:41917.50 total_reward_ma:43319.45 loss:0.02972 fps:1466 +frame:6.28e+06 wall_t:4284 t:392500 epi:nan +opt_step:98112 lr:9.302e-05 clip_eps:0.1 entropy:1.079 +2026-01-07 22:04:16 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:41259.50 total_reward_ma:43307.38 loss:0.03818 fps:1466 +frame:6.29e+06 wall_t:4291 t:393125 epi:nan +opt_step:98272 lr:9.276e-05 clip_eps:0.1 entropy:1.233 +2026-01-07 22:04:22 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:40618.00 total_reward_ma:43284.75 loss:0.0304 fps:1466 +frame:6.30e+06 wall_t:4297 t:393750 epi:nan +opt_step:98432 lr:9.251e-05 clip_eps:0.1 entropy:1.177 +2026-01-07 22:04:28 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:40864.50 total_reward_ma:43267.45 loss:0.04854 fps:1466 +frame:6.31e+06 wall_t:4303 t:394375 epi:nan +opt_step:98592 lr:9.225e-05 clip_eps:0.1 entropy:1.014 +2026-01-07 22:04:33 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:40912.00 total_reward_ma:43250.64 loss:0.02199 fps:1467 +frame:6.32e+06 wall_t:4309 t:395000 epi:nan +opt_step:98720 lr:9.205e-05 clip_eps:0.1 entropy:1.068 +2026-01-07 22:04:39 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:40912.00 total_reward_ma:43235.84 loss:0.02183 fps:1467 +frame:6.33e+06 wall_t:4315 t:395625 epi:nan +opt_step:98880 lr:9.179e-05 clip_eps:0.1 entropy:0.9798 +2026-01-07 22:04:46 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:40871.00 total_reward_ma:43216.69 loss:0.01716 fps:1467 +frame:6.34e+06 wall_t:4321 t:396250 epi:nan +opt_step:99040 lr:9.154e-05 clip_eps:0.1 entropy:1.417 +2026-01-07 22:04:52 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:40956.00 total_reward_ma:43192.86 loss:0.03233 fps:1468 +frame:6.35e+06 wall_t:4327 t:396875 epi:nan +opt_step:99200 lr:9.128e-05 clip_eps:0.1 entropy:1.445 +2026-01-07 22:04:58 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:40692.00 total_reward_ma:43166.35 loss:0.05073 fps:1468 +frame:6.36e+06 wall_t:4333 t:397500 epi:nan +opt_step:99360 lr:9.102e-05 clip_eps:0.1 entropy:1.175 +2026-01-07 22:05:04 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:40755.00 total_reward_ma:43139.39 loss:0.05511 fps:1468 +frame:6.37e+06 wall_t:4339 t:398125 epi:nan +opt_step:99520 lr:9.077e-05 clip_eps:0.1 entropy:1.148 +2026-01-07 22:05:10 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:41020.50 total_reward_ma:43113.21 loss:0.01457 fps:1468 +frame:6.38e+06 wall_t:4345 t:398750 epi:nan +opt_step:99680 lr:9.051e-05 clip_eps:0.1 entropy:1.223 +2026-01-07 22:05:16 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:40610.50 total_reward_ma:43083.82 loss:0.03655 fps:1469 +frame:6.39e+06 wall_t:4351 t:399375 epi:nan +opt_step:99840 lr:9.026e-05 clip_eps:0.1 entropy:1.08 +2026-01-07 22:05:21 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:40749.50 total_reward_ma:43052.63 loss:0.01769 fps:1469 +frame:6.40e+06 wall_t:4357 t:400000 epi:nan +opt_step:100000 lr:9e-05 clip_eps:0.1 entropy:1.256 +2026-01-07 22:05:27 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:40653.00 total_reward_ma:43021.61 loss:0.009471 fps:1470 +frame:6.41e+06 wall_t:4362 t:400625 epi:nan +opt_step:100128 lr:8.98e-05 clip_eps:0.1 entropy:1.46 +2026-01-07 22:05:33 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:40653.00 total_reward_ma:42991.64 loss:-0.002963 fps:1470 +frame:6.42e+06 wall_t:4368 t:401250 epi:nan +opt_step:100288 lr:8.954e-05 clip_eps:0.1 entropy:1.756 +2026-01-07 22:05:39 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:40504.50 total_reward_ma:42959.27 loss:0.01505 fps:1470 +frame:6.43e+06 wall_t:4374 t:401875 epi:nan +opt_step:100448 lr:8.928e-05 clip_eps:0.1 entropy:1.498 +2026-01-07 22:05:44 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:41114.00 total_reward_ma:42933.98 loss:0.0296 fps:1470 +frame:6.44e+06 wall_t:4380 t:402500 epi:nan +opt_step:100608 lr:8.903e-05 clip_eps:0.1 entropy:1.216 +2026-01-07 22:05:50 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:41158.00 total_reward_ma:42907.43 loss:0.04982 fps:1471 +frame:6.45e+06 wall_t:4386 t:403125 epi:nan +opt_step:100768 lr:8.877e-05 clip_eps:0.1 entropy:1.131 +2026-01-07 22:05:56 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:40907.00 total_reward_ma:42873.87 loss:0.03396 fps:1471 +frame:6.46e+06 wall_t:4392 t:403750 epi:nan +opt_step:100928 lr:8.852e-05 clip_eps:0.1 entropy:1.109 +2026-01-07 22:06:03 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:41101.50 total_reward_ma:42841.00 loss:0.02902 fps:1471 +frame:6.47e+06 wall_t:4398 t:404375 epi:nan +opt_step:101088 lr:8.826e-05 clip_eps:0.1 entropy:0.9546 +2026-01-07 22:06:09 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:41101.50 total_reward_ma:42807.06 loss:0.01157 fps:1471 +frame:6.48e+06 wall_t:4404 t:405000 epi:nan +opt_step:101248 lr:8.8e-05 clip_eps:0.1 entropy:1.447 +2026-01-07 22:06:15 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:40866.50 total_reward_ma:42768.95 loss:0.002724 fps:1472 +frame:6.49e+06 wall_t:4410 t:405625 epi:nan +opt_step:101376 lr:8.78e-05 clip_eps:0.1 entropy:1.51 +2026-01-07 22:06:21 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:40892.50 total_reward_ma:42726.23 loss:0.02811 fps:1472 +frame:6.50e+06 wall_t:4416 t:406250 epi:nan +opt_step:101536 lr:8.754e-05 clip_eps:0.1 entropy:1.208 +2026-01-07 22:06:26 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:41062.00 total_reward_ma:42684.27 loss:0.0161 fps:1472 +frame:6.51e+06 wall_t:4422 t:406875 epi:nan +opt_step:101696 lr:8.729e-05 clip_eps:0.1 entropy:1.38 +2026-01-07 22:06:32 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:41273.00 total_reward_ma:42649.72 loss:0.03034 fps:1473 +frame:6.52e+06 wall_t:4427 t:407500 epi:nan +opt_step:101856 lr:8.703e-05 clip_eps:0.1 entropy:1.386 +2026-01-07 22:06:38 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:41311.00 total_reward_ma:42613.09 loss:0.02774 fps:1473 +frame:6.53e+06 wall_t:4433 t:408125 epi:nan +opt_step:102016 lr:8.677e-05 clip_eps:0.1 entropy:1.358 +2026-01-07 22:06:44 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:40693.00 total_reward_ma:42571.75 loss:0.02082 fps:1473 +frame:6.54e+06 wall_t:4439 t:408750 epi:nan +opt_step:102176 lr:8.652e-05 clip_eps:0.1 entropy:1.248 +2026-01-07 22:06:50 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:40827.50 total_reward_ma:42530.71 loss:0.01367 fps:1474 +frame:6.55e+06 wall_t:4445 t:409375 epi:nan +opt_step:102336 lr:8.626e-05 clip_eps:0.1 entropy:1.259 +2026-01-07 22:06:56 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:40989.50 total_reward_ma:42492.16 loss:0.02223 fps:1474 +frame:6.56e+06 wall_t:4451 t:410000 epi:nan +opt_step:102496 lr:8.601e-05 clip_eps:0.1 entropy:1.538 +2026-01-07 22:07:01 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:40989.50 total_reward_ma:42448.66 loss:0.02097 fps:1474 +frame:6.57e+06 wall_t:4457 t:410625 epi:nan +opt_step:102656 lr:8.575e-05 clip_eps:0.1 entropy:1.557 +2026-01-07 22:07:07 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:41417.50 total_reward_ma:42415.25 loss:0.01373 fps:1475 +frame:6.58e+06 wall_t:4462 t:411250 epi:nan +opt_step:102784 lr:8.555e-05 clip_eps:0.1 entropy:1.307 +2026-01-07 22:07:12 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:41324.00 total_reward_ma:42382.29 loss:0.03359 fps:1475 +frame:6.59e+06 wall_t:4468 t:411875 epi:nan +opt_step:102944 lr:8.529e-05 clip_eps:0.1 entropy:1.385 +2026-01-07 22:07:19 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:41324.00 total_reward_ma:42352.05 loss:0.01467 fps:1475 +frame:6.60e+06 wall_t:4474 t:412500 epi:nan +opt_step:103104 lr:8.503e-05 clip_eps:0.1 entropy:1.266 +2026-01-07 22:07:24 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:41486.00 total_reward_ma:42323.55 loss:0.04599 fps:1475 +frame:6.61e+06 wall_t:4480 t:413125 epi:nan +opt_step:103264 lr:8.478e-05 clip_eps:0.1 entropy:1.369 +2026-01-07 22:07:30 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:41486.00 total_reward_ma:42294.25 loss:0.0112 fps:1476 +frame:6.62e+06 wall_t:4486 t:413750 epi:nan +opt_step:103424 lr:8.452e-05 clip_eps:0.1 entropy:1.39 +2026-01-07 22:07:36 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:42120.00 total_reward_ma:42271.11 loss:0.01988 fps:1476 +frame:6.63e+06 wall_t:4491 t:414375 epi:nan +opt_step:103584 lr:8.427e-05 clip_eps:0.1 entropy:1.346 +2026-01-07 22:07:42 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:42120.00 total_reward_ma:42248.71 loss:0.01985 fps:1477 +frame:6.64e+06 wall_t:4497 t:415000 epi:nan +opt_step:103744 lr:8.401e-05 clip_eps:0.1 entropy:1.426 +2026-01-07 22:07:47 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:42558.00 total_reward_ma:42230.93 loss:0.03049 fps:1477 +frame:6.65e+06 wall_t:4503 t:415625 epi:nan +opt_step:103904 lr:8.375e-05 clip_eps:0.1 entropy:1.368 +2026-01-07 22:07:53 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:42203.00 total_reward_ma:42214.70 loss:0.04863 fps:1477 +frame:6.66e+06 wall_t:4508 t:416250 epi:nan +opt_step:104032 lr:8.355e-05 clip_eps:0.1 entropy:1.092 +2026-01-07 22:07:58 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:42720.00 total_reward_ma:42205.60 loss:0.03276 fps:1478 +frame:6.67e+06 wall_t:4514 t:416875 epi:nan +opt_step:104192 lr:8.329e-05 clip_eps:0.1 entropy:1.228 +2026-01-07 22:08:05 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:42346.50 total_reward_ma:42192.43 loss:0.007943 fps:1478 +frame:6.68e+06 wall_t:4520 t:417500 epi:nan +opt_step:104352 lr:8.304e-05 clip_eps:0.1 entropy:1.364 +2026-01-07 22:08:11 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:42758.50 total_reward_ma:42176.80 loss:0.04735 fps:1478 +frame:6.69e+06 wall_t:4526 t:418125 epi:nan +opt_step:104512 lr:8.278e-05 clip_eps:0.1 entropy:1.23 +2026-01-07 22:08:17 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:42858.50 total_reward_ma:42163.36 loss:0.03884 fps:1478 +frame:6.70e+06 wall_t:4533 t:418750 epi:nan +opt_step:104672 lr:8.252e-05 clip_eps:0.1 entropy:1.114 +2026-01-07 22:08:23 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:42865.50 total_reward_ma:42155.18 loss:0.02905 fps:1478 +frame:6.71e+06 wall_t:4539 t:419375 epi:nan +opt_step:104832 lr:8.227e-05 clip_eps:0.1 entropy:1.259 +2026-01-07 22:08:29 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:42892.50 total_reward_ma:42149.59 loss:0.02936 fps:1479 +frame:6.72e+06 wall_t:4545 t:420000 epi:nan +opt_step:104992 lr:8.201e-05 clip_eps:0.1 entropy:1.273 +2026-01-07 22:08:35 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43525.50 total_reward_ma:42149.27 loss:0.02634 fps:1479 +frame:6.73e+06 wall_t:4551 t:420625 epi:nan +opt_step:105152 lr:8.176e-05 clip_eps:0.1 entropy:1.161 +2026-01-07 22:08:41 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:44298.00 total_reward_ma:42165.05 loss:0.02945 fps:1479 +frame:6.74e+06 wall_t:4557 t:421250 epi:nan +opt_step:105312 lr:8.15e-05 clip_eps:0.1 entropy:1.062 +2026-01-07 22:08:46 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:44454.50 total_reward_ma:42184.05 loss:0.03138 fps:1480 +frame:6.75e+06 wall_t:4562 t:421875 epi:nan +opt_step:105440 lr:8.13e-05 clip_eps:0.1 entropy:1.262 +2026-01-07 22:08:52 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:44351.00 total_reward_ma:42199.07 loss:0.02427 fps:1480 +frame:6.76e+06 wall_t:4568 t:422500 epi:nan +opt_step:105600 lr:8.104e-05 clip_eps:0.1 entropy:1.16 +2026-01-07 22:08:58 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:44351.00 total_reward_ma:42215.14 loss:0.02227 fps:1480 +frame:6.77e+06 wall_t:4574 t:423125 epi:nan +opt_step:105760 lr:8.078e-05 clip_eps:0.1 entropy:1.179 +2026-01-07 22:09:04 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:44032.50 total_reward_ma:42228.02 loss:0.0209 fps:1481 +frame:6.78e+06 wall_t:4579 t:423750 epi:nan +opt_step:105920 lr:8.053e-05 clip_eps:0.1 entropy:1.294 +2026-01-07 22:09:10 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43772.00 total_reward_ma:42240.32 loss:0.0001958 fps:1481 +frame:6.79e+06 wall_t:4586 t:424375 epi:nan +opt_step:106080 lr:8.027e-05 clip_eps:0.1 entropy:1.282 +2026-01-07 22:09:16 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43629.00 total_reward_ma:42250.73 loss:0.0472 fps:1481 +frame:6.80e+06 wall_t:4592 t:425000 epi:nan +opt_step:106240 lr:8.002e-05 clip_eps:0.1 entropy:1.234 +2026-01-07 22:09:22 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43370.50 total_reward_ma:42260.53 loss:0.01783 fps:1481 +frame:6.81e+06 wall_t:4598 t:425625 epi:nan +opt_step:106400 lr:7.976e-05 clip_eps:0.1 entropy:1.213 +2026-01-07 22:09:29 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43271.00 total_reward_ma:42267.91 loss:0.02642 fps:1481 +frame:6.82e+06 wall_t:4604 t:426250 epi:nan +opt_step:106560 lr:7.95e-05 clip_eps:0.1 entropy:1.399 +2026-01-07 22:09:34 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43271.00 total_reward_ma:42276.88 loss:0.009936 fps:1482 +frame:6.83e+06 wall_t:4609 t:426875 epi:nan +opt_step:106688 lr:7.93e-05 clip_eps:0.1 entropy:1.411 +2026-01-07 22:09:40 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:42938.00 total_reward_ma:42281.93 loss:0.01474 fps:1482 +frame:6.84e+06 wall_t:4615 t:427500 epi:nan +opt_step:106848 lr:7.904e-05 clip_eps:0.1 entropy:1.424 +2026-01-07 22:09:46 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:42646.50 total_reward_ma:42283.88 loss:0.01907 fps:1482 +frame:6.85e+06 wall_t:4622 t:428125 epi:nan +opt_step:107008 lr:7.879e-05 clip_eps:0.1 entropy:1.202 +2026-01-07 22:09:52 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:42646.50 total_reward_ma:42285.27 loss:0.01804 fps:1482 +frame:6.86e+06 wall_t:4628 t:428750 epi:nan +opt_step:107168 lr:7.853e-05 clip_eps:0.1 entropy:1.192 +2026-01-07 22:09:58 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43020.00 total_reward_ma:42292.27 loss:0.01958 fps:1483 +frame:6.87e+06 wall_t:4633 t:429375 epi:nan +opt_step:107328 lr:7.828e-05 clip_eps:0.1 entropy:1.652 +2026-01-07 22:10:04 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:42971.50 total_reward_ma:42302.36 loss:0.004641 fps:1483 +frame:6.88e+06 wall_t:4639 t:430000 epi:nan +opt_step:107488 lr:7.802e-05 clip_eps:0.1 entropy:1.596 +2026-01-07 22:10:10 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43471.00 total_reward_ma:42316.91 loss:0.01468 fps:1483 +frame:6.89e+06 wall_t:4645 t:430625 epi:nan +opt_step:107648 lr:7.776e-05 clip_eps:0.1 entropy:1.407 +2026-01-07 22:10:16 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43471.00 total_reward_ma:42328.16 loss:0.009866 fps:1484 +frame:6.90e+06 wall_t:4651 t:431250 epi:nan +opt_step:107808 lr:7.751e-05 clip_eps:0.1 entropy:1.357 +2026-01-07 22:10:21 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43692.50 total_reward_ma:42337.68 loss:0.009877 fps:1484 +frame:6.91e+06 wall_t:4657 t:431875 epi:nan +opt_step:107968 lr:7.725e-05 clip_eps:0.1 entropy:1.398 +2026-01-07 22:10:27 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43381.50 total_reward_ma:42343.04 loss:0.02331 fps:1484 +frame:6.92e+06 wall_t:4663 t:432500 epi:nan +opt_step:108096 lr:7.705e-05 clip_eps:0.1 entropy:1.396 +2026-01-07 22:10:33 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43253.50 total_reward_ma:42347.98 loss:0.01391 fps:1485 +frame:6.93e+06 wall_t:4668 t:433125 epi:nan +opt_step:108256 lr:7.679e-05 clip_eps:0.1 entropy:1.386 +2026-01-07 22:10:39 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43060.50 total_reward_ma:42351.00 loss:0.007765 fps:1484 +frame:6.94e+06 wall_t:4675 t:433750 epi:nan +opt_step:108416 lr:7.653e-05 clip_eps:0.1 entropy:1.586 +2026-01-07 22:10:45 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43235.00 total_reward_ma:42355.27 loss:0.02093 fps:1485 +frame:6.95e+06 wall_t:4681 t:434375 epi:nan +opt_step:108576 lr:7.628e-05 clip_eps:0.1 entropy:1.284 +2026-01-07 22:10:50 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43235.00 total_reward_ma:42357.72 loss:0.007807 fps:1485 +frame:6.96e+06 wall_t:4686 t:435000 epi:nan +opt_step:108736 lr:7.602e-05 clip_eps:0.1 entropy:1.573 +2026-01-07 22:10:56 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43536.00 total_reward_ma:42365.27 loss:0.03496 fps:1486 +frame:6.97e+06 wall_t:4692 t:435625 epi:nan +opt_step:108896 lr:7.577e-05 clip_eps:0.1 entropy:1.269 +2026-01-07 22:11:03 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43501.50 total_reward_ma:42372.26 loss:0.003356 fps:1486 +frame:6.98e+06 wall_t:4698 t:436250 epi:nan +opt_step:109056 lr:7.551e-05 clip_eps:0.1 entropy:1.459 +2026-01-07 22:11:09 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43526.50 total_reward_ma:42370.50 loss:0.02331 fps:1486 +frame:6.99e+06 wall_t:4704 t:436875 epi:nan +opt_step:109216 lr:7.525e-05 clip_eps:0.1 entropy:1.344 +2026-01-07 22:11:14 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43604.50 total_reward_ma:42369.51 loss:0.01927 fps:1487 +frame:7.00e+06 wall_t:4709 t:437500 epi:nan +opt_step:109344 lr:7.505e-05 clip_eps:0.1 entropy:1.364 +2026-01-07 22:11:20 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43632.00 total_reward_ma:42368.80 loss:0.002087 fps:1487 +frame:7.01e+06 wall_t:4715 t:438125 epi:nan +opt_step:109504 lr:7.479e-05 clip_eps:0.1 entropy:1.619 +2026-01-07 22:11:26 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43729.50 total_reward_ma:42371.77 loss:0.01232 fps:1487 +frame:7.02e+06 wall_t:4721 t:438750 epi:nan +opt_step:109664 lr:7.454e-05 clip_eps:0.1 entropy:1.624 +2026-01-07 22:11:31 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43452.00 total_reward_ma:42377.25 loss:0.02447 fps:1487 +frame:7.03e+06 wall_t:4727 t:439375 epi:nan +opt_step:109824 lr:7.428e-05 clip_eps:0.1 entropy:1.459 +2026-01-07 22:11:37 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43453.50 total_reward_ma:42384.07 loss:0.0249 fps:1487 +frame:7.04e+06 wall_t:4733 t:440000 epi:nan +opt_step:109984 lr:7.403e-05 clip_eps:0.1 entropy:1.43 +2026-01-07 22:11:43 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43248.50 total_reward_ma:42386.73 loss:0.02079 fps:1488 +frame:7.05e+06 wall_t:4738 t:440625 epi:nan +opt_step:110144 lr:7.377e-05 clip_eps:0.1 entropy:1.281 +2026-01-07 22:11:49 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43242.00 total_reward_ma:42390.06 loss:0.01751 fps:1488 +frame:7.06e+06 wall_t:4745 t:441250 epi:nan +opt_step:110304 lr:7.351e-05 clip_eps:0.1 entropy:1.434 +2026-01-07 22:11:56 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43705.00 total_reward_ma:42395.71 loss:0.03128 fps:1488 +frame:7.07e+06 wall_t:4751 t:441875 epi:nan +opt_step:110464 lr:7.326e-05 clip_eps:0.1 entropy:1.281 +2026-01-07 22:12:02 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43733.50 total_reward_ma:42402.45 loss:0.02578 fps:1488 +frame:7.08e+06 wall_t:4758 t:442500 epi:nan +opt_step:110624 lr:7.3e-05 clip_eps:0.1 entropy:1.204 +2026-01-07 22:12:07 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43758.50 total_reward_ma:42412.96 loss:0.0233 fps:1489 +frame:7.09e+06 wall_t:4763 t:443125 epi:nan +opt_step:110752 lr:7.28e-05 clip_eps:0.1 entropy:1.263 +2026-01-07 22:12:13 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43758.50 total_reward_ma:42421.82 loss:0.01885 fps:1489 +frame:7.10e+06 wall_t:4769 t:443750 epi:nan +opt_step:110912 lr:7.254e-05 clip_eps:0.1 entropy:1.222 +2026-01-07 22:12:19 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:44218.50 total_reward_ma:42432.02 loss:0.01633 fps:1489 +frame:7.11e+06 wall_t:4775 t:444375 epi:nan +opt_step:111072 lr:7.228e-05 clip_eps:0.1 entropy:1.352 +2026-01-07 22:12:25 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:44218.50 total_reward_ma:42440.20 loss:0.01657 fps:1490 +frame:7.12e+06 wall_t:4780 t:445000 epi:nan +opt_step:111232 lr:7.203e-05 clip_eps:0.1 entropy:1.646 +2026-01-07 22:12:31 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:44218.50 total_reward_ma:42441.27 loss:-0.01911 fps:1489 +frame:7.13e+06 wall_t:4787 t:445625 epi:nan +opt_step:111392 lr:7.177e-05 clip_eps:0.1 entropy:1.962 +2026-01-07 22:12:37 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:44177.00 total_reward_ma:42442.63 loss:-0.00568 fps:1490 +frame:7.14e+06 wall_t:4793 t:446250 epi:nan +opt_step:111552 lr:7.152e-05 clip_eps:0.1 entropy:1.951 +2026-01-07 22:12:43 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:44763.50 total_reward_ma:42449.84 loss:-0.007447 fps:1490 +frame:7.15e+06 wall_t:4798 t:446875 epi:nan +opt_step:111712 lr:7.126e-05 clip_eps:0.1 entropy:1.862 +2026-01-07 22:12:49 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:44771.00 total_reward_ma:42461.82 loss:-0.002793 fps:1490 +frame:7.16e+06 wall_t:4804 t:447500 epi:nan +opt_step:111872 lr:7.1e-05 clip_eps:0.1 entropy:1.865 +2026-01-07 22:12:54 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:44633.00 total_reward_ma:42477.08 loss:0.02377 fps:1491 +frame:7.17e+06 wall_t:4810 t:448125 epi:nan +opt_step:112000 lr:7.08e-05 clip_eps:0.1 entropy:1.674 +2026-01-07 22:13:00 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:44307.00 total_reward_ma:42490.48 loss:0.01206 fps:1491 +frame:7.18e+06 wall_t:4816 t:448750 epi:nan +opt_step:112160 lr:7.054e-05 clip_eps:0.1 entropy:1.459 +2026-01-07 22:13:06 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:44227.00 total_reward_ma:42507.83 loss:0.02154 fps:1491 +frame:7.19e+06 wall_t:4821 t:449375 epi:nan +opt_step:112320 lr:7.029e-05 clip_eps:0.1 entropy:1.31 +2026-01-07 22:13:12 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:44127.50 total_reward_ma:42524.18 loss:0.02647 fps:1492 +frame:7.20e+06 wall_t:4827 t:450000 epi:nan +opt_step:112480 lr:7.003e-05 clip_eps:0.1 entropy:1.101 +2026-01-07 22:13:18 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43946.50 total_reward_ma:42540.39 loss:0.02958 fps:1492 +frame:7.21e+06 wall_t:4833 t:450625 epi:nan +opt_step:112640 lr:6.978e-05 clip_eps:0.1 entropy:1.224 +2026-01-07 22:13:24 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43924.50 total_reward_ma:42558.25 loss:0.05825 fps:1492 +frame:7.22e+06 wall_t:4840 t:451250 epi:nan +opt_step:112800 lr:6.952e-05 clip_eps:0.1 entropy:1.257 +2026-01-07 22:13:31 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43855.00 total_reward_ma:42571.89 loss:0.03361 fps:1492 +frame:7.23e+06 wall_t:4846 t:451875 epi:nan +opt_step:112960 lr:6.926e-05 clip_eps:0.1 entropy:1.359 +2026-01-07 22:13:37 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43767.50 total_reward_ma:42589.46 loss:-0.007244 fps:1492 +frame:7.24e+06 wall_t:4852 t:452500 epi:nan +opt_step:113120 lr:6.901e-05 clip_eps:0.1 entropy:1.474 +2026-01-07 22:13:43 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43590.50 total_reward_ma:42608.43 loss:0.01302 fps:1492 +frame:7.25e+06 wall_t:4858 t:453125 epi:nan +opt_step:113280 lr:6.875e-05 clip_eps:0.1 entropy:1.441 +2026-01-07 22:13:51 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43794.00 total_reward_ma:42626.21 loss:0.0224 fps:1492 +frame:7.26e+06 wall_t:4866 t:453750 epi:nan +opt_step:113408 lr:6.855e-05 clip_eps:0.1 entropy:1.458 +2026-01-07 22:14:00 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43512.50 total_reward_ma:42639.97 loss:0.02255 fps:1491 +frame:7.27e+06 wall_t:4876 t:454375 epi:nan +opt_step:113568 lr:6.829e-05 clip_eps:0.1 entropy:1.196 +2026-01-07 22:14:11 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43567.50 total_reward_ma:42656.47 loss:0.009948 fps:1490 +frame:7.28e+06 wall_t:4886 t:455000 epi:nan +opt_step:113728 lr:6.804e-05 clip_eps:0.1 entropy:1.252 +2026-01-07 22:14:20 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43524.00 total_reward_ma:42679.11 loss:0.02023 fps:1489 +frame:7.29e+06 wall_t:4895 t:455625 epi:nan +opt_step:113888 lr:6.778e-05 clip_eps:0.1 entropy:1.366 +2026-01-07 22:14:28 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43424.00 total_reward_ma:42707.18 loss:0.01961 fps:1489 +frame:7.30e+06 wall_t:4903 t:456250 epi:nan +opt_step:114048 lr:6.752e-05 clip_eps:0.1 entropy:1.198 +2026-01-07 22:14:36 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43424.00 total_reward_ma:42732.77 loss:0.03323 fps:1488 +frame:7.31e+06 wall_t:4912 t:456875 epi:nan +opt_step:114208 lr:6.727e-05 clip_eps:0.1 entropy:1.27 +2026-01-07 22:14:42 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43753.50 total_reward_ma:42761.18 loss:0.0256 fps:1488 +frame:7.32e+06 wall_t:4918 t:457500 epi:nan +opt_step:114368 lr:6.701e-05 clip_eps:0.1 entropy:1.247 +2026-01-07 22:14:50 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43485.00 total_reward_ma:42786.91 loss:0.02184 fps:1488 +frame:7.33e+06 wall_t:4925 t:458125 epi:nan +opt_step:114528 lr:6.676e-05 clip_eps:0.1 entropy:1.384 +2026-01-07 22:14:55 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43861.00 total_reward_ma:42816.82 loss:0.03446 fps:1489 +frame:7.34e+06 wall_t:4931 t:458750 epi:nan +opt_step:114656 lr:6.655e-05 clip_eps:0.1 entropy:1.275 +2026-01-07 22:15:02 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:44179.50 total_reward_ma:42849.05 loss:0.05033 fps:1488 +frame:7.35e+06 wall_t:4938 t:459375 epi:nan +opt_step:114816 lr:6.629e-05 clip_eps:0.1 entropy:1.085 +2026-01-07 22:15:09 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:44200.50 total_reward_ma:42884.14 loss:0.04083 fps:1488 +frame:7.36e+06 wall_t:4945 t:460000 epi:nan +opt_step:114976 lr:6.604e-05 clip_eps:0.1 entropy:1.03 +2026-01-07 22:15:16 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:44200.50 total_reward_ma:42918.59 loss:0.03315 fps:1489 +frame:7.37e+06 wall_t:4951 t:460625 epi:nan +opt_step:115136 lr:6.578e-05 clip_eps:0.1 entropy:0.9834 +2026-01-07 22:15:22 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:44200.50 total_reward_ma:42950.39 loss:0.01595 fps:1489 +frame:7.38e+06 wall_t:4957 t:461250 epi:nan +opt_step:115296 lr:6.553e-05 clip_eps:0.1 entropy:1.047 +2026-01-07 22:15:28 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:44013.50 total_reward_ma:42984.42 loss:0.04039 fps:1489 +frame:7.39e+06 wall_t:4963 t:461875 epi:nan +opt_step:115456 lr:6.527e-05 clip_eps:0.1 entropy:1.113 +2026-01-07 22:15:34 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:44013.50 total_reward_ma:43017.06 loss:0.01561 fps:1489 +frame:7.40e+06 wall_t:4969 t:462500 epi:nan +opt_step:115616 lr:6.501e-05 clip_eps:0.1 entropy:1.137 +2026-01-07 22:15:40 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:44759.00 total_reward_ma:43058.12 loss:0.0228 fps:1489 +frame:7.41e+06 wall_t:4975 t:463125 epi:nan +opt_step:115776 lr:6.476e-05 clip_eps:0.1 entropy:1.064 +2026-01-07 22:15:45 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:44960.00 total_reward_ma:43101.19 loss:0.03853 fps:1490 +frame:7.42e+06 wall_t:4981 t:463750 epi:nan +opt_step:115936 lr:6.45e-05 clip_eps:0.1 entropy:0.9658 +2026-01-07 22:15:51 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:44960.00 total_reward_ma:43145.75 loss:0.0266 fps:1490 +frame:7.43e+06 wall_t:4986 t:464375 epi:nan +opt_step:116064 lr:6.43e-05 clip_eps:0.1 entropy:1.128 +2026-01-07 22:15:56 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:44854.50 total_reward_ma:43183.15 loss:0.05633 fps:1490 +frame:7.44e+06 wall_t:4992 t:465000 epi:nan +opt_step:116224 lr:6.404e-05 clip_eps:0.1 entropy:0.9904 +2026-01-07 22:16:02 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:44631.50 total_reward_ma:43217.89 loss:0.04677 fps:1491 +frame:7.45e+06 wall_t:4998 t:465625 epi:nan +opt_step:116384 lr:6.379e-05 clip_eps:0.1 entropy:1.021 +2026-01-07 22:16:08 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:44544.00 total_reward_ma:43254.25 loss:0.01918 fps:1491 +frame:7.46e+06 wall_t:5004 t:466250 epi:nan +opt_step:116544 lr:6.353e-05 clip_eps:0.1 entropy:1.279 +2026-01-07 22:16:14 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:45010.50 total_reward_ma:43293.34 loss:0.01145 fps:1491 +frame:7.47e+06 wall_t:5010 t:466875 epi:nan +opt_step:116704 lr:6.327e-05 clip_eps:0.1 entropy:1.306 +2026-01-07 22:16:20 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:44974.00 total_reward_ma:43332.07 loss:0.02065 fps:1491 +frame:7.48e+06 wall_t:5016 t:467500 epi:nan +opt_step:116864 lr:6.302e-05 clip_eps:0.1 entropy:1.105 +2026-01-07 22:16:26 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:44974.00 total_reward_ma:43373.14 loss:0.02762 fps:1491 +frame:7.49e+06 wall_t:5022 t:468125 epi:nan +opt_step:117024 lr:6.276e-05 clip_eps:0.1 entropy:1.16 +2026-01-07 22:16:32 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:45478.00 total_reward_ma:43419.00 loss:0.0362 fps:1492 +frame:7.50e+06 wall_t:5028 t:468750 epi:nan +opt_step:117184 lr:6.251e-05 clip_eps:0.1 entropy:1.041 +2026-01-07 22:16:38 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:45197.00 total_reward_ma:43460.35 loss:0.0386 fps:1492 +frame:7.51e+06 wall_t:5033 t:469375 epi:nan +opt_step:117312 lr:6.23e-05 clip_eps:0.1 entropy:0.9973 +2026-01-07 22:16:43 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:44974.00 total_reward_ma:43497.36 loss:0.03582 fps:1492 +frame:7.52e+06 wall_t:5039 t:470000 epi:nan +opt_step:117472 lr:6.204e-05 clip_eps:0.1 entropy:1.164 +2026-01-07 22:16:49 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:45266.50 total_reward_ma:43536.91 loss:0.04655 fps:1493 +frame:7.53e+06 wall_t:5045 t:470625 epi:nan +opt_step:117632 lr:6.179e-05 clip_eps:0.1 entropy:1.069 +2026-01-07 22:16:56 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:45099.00 total_reward_ma:43580.98 loss:0.0228 fps:1493 +frame:7.54e+06 wall_t:5051 t:471250 epi:nan +opt_step:117792 lr:6.153e-05 clip_eps:0.1 entropy:1.153 +2026-01-07 22:17:01 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:45099.00 total_reward_ma:43623.69 loss:0.02516 fps:1493 +frame:7.55e+06 wall_t:5056 t:471875 epi:nan +opt_step:117952 lr:6.128e-05 clip_eps:0.1 entropy:1.106 +2026-01-07 22:17:05 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:45027.50 total_reward_ma:43664.07 loss:0.03822 fps:1494 +frame:7.56e+06 wall_t:5061 t:472500 epi:nan +opt_step:118112 lr:6.102e-05 clip_eps:0.1 entropy:0.9271 +2026-01-07 22:17:10 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:44830.00 total_reward_ma:43702.48 loss:0.02362 fps:1494 +frame:7.57e+06 wall_t:5066 t:473125 epi:nan +opt_step:118272 lr:6.076e-05 clip_eps:0.1 entropy:1.302 +2026-01-07 22:17:15 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:44772.50 total_reward_ma:43736.02 loss:0.02183 fps:1495 +frame:7.58e+06 wall_t:5071 t:473750 epi:nan +opt_step:118432 lr:6.051e-05 clip_eps:0.1 entropy:1.08 +2026-01-07 22:17:20 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:44667.00 total_reward_ma:43769.45 loss:0.03085 fps:1495 +frame:7.59e+06 wall_t:5076 t:474375 epi:nan +opt_step:118592 lr:6.025e-05 clip_eps:0.1 entropy:1.355 +2026-01-07 22:17:25 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:44582.50 total_reward_ma:43802.04 loss:0.02757 fps:1496 +frame:7.60e+06 wall_t:5080 t:475000 epi:nan +opt_step:118720 lr:6.005e-05 clip_eps:0.1 entropy:1.382 +2026-01-07 22:17:31 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:44183.50 total_reward_ma:43829.02 loss:0.03316 fps:1496 +frame:7.61e+06 wall_t:5086 t:475625 epi:nan +opt_step:118880 lr:5.979e-05 clip_eps:0.1 entropy:0.8876 +2026-01-07 22:17:37 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:44383.00 total_reward_ma:43857.98 loss:0.02158 fps:1496 +frame:7.62e+06 wall_t:5093 t:476250 epi:nan +opt_step:119040 lr:5.954e-05 clip_eps:0.1 entropy:0.8375 +2026-01-07 22:17:43 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:44364.00 total_reward_ma:43880.43 loss:0.0127 fps:1496 +frame:7.63e+06 wall_t:5099 t:476875 epi:nan +opt_step:119200 lr:5.928e-05 clip_eps:0.1 entropy:1.172 +2026-01-07 22:17:49 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:44098.00 total_reward_ma:43900.20 loss:0.03389 fps:1497 +frame:7.64e+06 wall_t:5105 t:477500 epi:nan +opt_step:119360 lr:5.902e-05 clip_eps:0.1 entropy:0.9691 +2026-01-07 22:17:56 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:44041.00 total_reward_ma:43915.04 loss:0.01502 fps:1497 +frame:7.65e+06 wall_t:5111 t:478125 epi:nan +opt_step:119520 lr:5.877e-05 clip_eps:0.1 entropy:1.104 +2026-01-07 22:18:02 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:44041.00 total_reward_ma:43933.41 loss:0.02758 fps:1497 +frame:7.66e+06 wall_t:5117 t:478750 epi:nan +opt_step:119680 lr:5.851e-05 clip_eps:0.1 entropy:1.096 +2026-01-07 22:18:08 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:43907.00 total_reward_ma:43945.29 loss:0.02383 fps:1497 +frame:7.67e+06 wall_t:5123 t:479375 epi:nan +opt_step:119840 lr:5.826e-05 clip_eps:0.1 entropy:1.509 +2026-01-07 22:18:14 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:44630.50 total_reward_ma:43968.12 loss:0.03702 fps:1497 +frame:7.68e+06 wall_t:5129 t:480000 epi:nan +opt_step:120000 lr:5.8e-05 clip_eps:0.1 entropy:1.203 +2026-01-07 22:18:19 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:44985.50 total_reward_ma:43990.39 loss:0.02335 fps:1498 +frame:7.69e+06 wall_t:5135 t:480625 epi:nan +opt_step:120128 lr:5.78e-05 clip_eps:0.1 entropy:0.9654 +2026-01-07 22:18:25 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:44870.50 total_reward_ma:44010.52 loss:0.03193 fps:1498 +frame:7.70e+06 wall_t:5140 t:481250 epi:nan +opt_step:120288 lr:5.754e-05 clip_eps:0.1 entropy:1.011 +2026-01-07 22:18:30 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:45054.50 total_reward_ma:44032.41 loss:0.02091 fps:1498 +frame:7.71e+06 wall_t:5146 t:481875 epi:nan +opt_step:120448 lr:5.728e-05 clip_eps:0.1 entropy:1.115 +2026-01-07 22:18:37 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:45315.00 total_reward_ma:44056.63 loss:0.01678 fps:1498 +frame:7.72e+06 wall_t:5152 t:482500 epi:nan +opt_step:120608 lr:5.703e-05 clip_eps:0.1 entropy:1.181 +2026-01-07 22:18:43 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:45315.00 total_reward_ma:44074.52 loss:0.03213 fps:1499 +frame:7.73e+06 wall_t:5158 t:483125 epi:nan +opt_step:120768 lr:5.677e-05 clip_eps:0.1 entropy:1.243 +2026-01-07 22:18:48 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:45616.00 total_reward_ma:44087.70 loss:0.03783 fps:1499 +frame:7.74e+06 wall_t:5164 t:483750 epi:nan +opt_step:120928 lr:5.652e-05 clip_eps:0.1 entropy:0.9611 +2026-01-07 22:18:54 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:45616.00 total_reward_ma:44099.32 loss:0.02801 fps:1499 +frame:7.75e+06 wall_t:5170 t:484375 epi:nan +opt_step:121088 lr:5.626e-05 clip_eps:0.1 entropy:0.9132 +2026-01-07 22:19:00 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:45842.00 total_reward_ma:44114.23 loss:0.03042 fps:1499 +frame:7.76e+06 wall_t:5176 t:485000 epi:nan +opt_step:121248 lr:5.6e-05 clip_eps:0.1 entropy:1.076 +2026-01-07 22:19:05 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:45838.00 total_reward_ma:44129.10 loss:0.02385 fps:1500 +frame:7.77e+06 wall_t:5181 t:485625 epi:nan +opt_step:121376 lr:5.58e-05 clip_eps:0.1 entropy:0.9894 +2026-01-07 22:19:11 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:45838.00 total_reward_ma:44147.16 loss:0.03697 fps:1500 +frame:7.78e+06 wall_t:5186 t:486250 epi:nan +opt_step:121536 lr:5.554e-05 clip_eps:0.1 entropy:0.7829 +2026-01-07 22:19:17 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:45730.50 total_reward_ma:44166.74 loss:0.02069 fps:1500 +frame:7.79e+06 wall_t:5192 t:486875 epi:nan +opt_step:121696 lr:5.529e-05 clip_eps:0.1 entropy:0.9655 +2026-01-07 22:19:23 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:45710.00 total_reward_ma:44187.55 loss:0.0533 fps:1501 +frame:7.80e+06 wall_t:5198 t:487500 epi:nan +opt_step:121856 lr:5.503e-05 clip_eps:0.1 entropy:1.044 +2026-01-07 22:19:29 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:45839.00 total_reward_ma:44212.23 loss:0.03751 fps:1500 +frame:7.81e+06 wall_t:5205 t:488125 epi:nan +opt_step:122016 lr:5.477e-05 clip_eps:0.1 entropy:0.8836 +2026-01-07 22:19:35 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:46153.50 total_reward_ma:44241.06 loss:0.04925 fps:1501 +frame:7.82e+06 wall_t:5211 t:488750 epi:nan +opt_step:122176 lr:5.452e-05 clip_eps:0.1 entropy:0.9738 +2026-01-07 22:19:41 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:46279.00 total_reward_ma:44271.14 loss:0.03184 fps:1501 +frame:7.83e+06 wall_t:5216 t:489375 epi:nan +opt_step:122336 lr:5.426e-05 clip_eps:0.1 entropy:0.8758 +2026-01-07 22:19:47 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:46291.50 total_reward_ma:44304.68 loss:0.04054 fps:1501 +frame:7.84e+06 wall_t:5223 t:490000 epi:nan +opt_step:122496 lr:5.401e-05 clip_eps:0.1 entropy:0.8488 +2026-01-07 22:19:53 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:46355.00 total_reward_ma:44341.76 loss:0.04594 fps:1502 +frame:7.85e+06 wall_t:5228 t:490625 epi:nan +opt_step:122656 lr:5.375e-05 clip_eps:0.1 entropy:0.9899 +2026-01-07 22:19:58 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:46816.00 total_reward_ma:44383.45 loss:0.02799 fps:1502 +frame:7.86e+06 wall_t:5234 t:491250 epi:nan +opt_step:122784 lr:5.355e-05 clip_eps:0.1 entropy:0.7998 +2026-01-07 22:20:04 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:47167.50 total_reward_ma:44424.93 loss:0.06938 fps:1502 +frame:7.87e+06 wall_t:5239 t:491875 epi:nan +opt_step:122944 lr:5.329e-05 clip_eps:0.1 entropy:0.9087 +2026-01-07 22:20:10 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:47316.50 total_reward_ma:44468.38 loss:0.04684 fps:1502 +frame:7.88e+06 wall_t:5245 t:492500 epi:nan +opt_step:123104 lr:5.303e-05 clip_eps:0.1 entropy:1.045 +2026-01-07 22:20:15 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:47254.50 total_reward_ma:44506.21 loss:0.02268 fps:1503 +frame:7.89e+06 wall_t:5251 t:493125 epi:nan +opt_step:123264 lr:5.278e-05 clip_eps:0.1 entropy:0.8393 +2026-01-07 22:20:21 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:47318.50 total_reward_ma:44544.69 loss:0.06379 fps:1503 +frame:7.90e+06 wall_t:5257 t:493750 epi:nan +opt_step:123424 lr:5.252e-05 clip_eps:0.1 entropy:0.7491 +2026-01-07 22:20:27 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:47756.50 total_reward_ma:44585.33 loss:0.01569 fps:1503 +frame:7.91e+06 wall_t:5263 t:494375 epi:nan +opt_step:123584 lr:5.227e-05 clip_eps:0.1 entropy:0.9573 +2026-01-07 22:20:33 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:47849.50 total_reward_ma:44630.01 loss:0.0518 fps:1503 +frame:7.92e+06 wall_t:5269 t:495000 epi:nan +opt_step:123744 lr:5.201e-05 clip_eps:0.1 entropy:0.874 +2026-01-07 22:20:40 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:47857.00 total_reward_ma:44676.05 loss:0.03906 fps:1503 +frame:7.93e+06 wall_t:5276 t:495625 epi:nan +opt_step:123904 lr:5.175e-05 clip_eps:0.1 entropy:0.8587 +2026-01-07 22:20:46 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:47816.00 total_reward_ma:44723.60 loss:0.07315 fps:1503 +frame:7.94e+06 wall_t:5282 t:496250 epi:nan +opt_step:124032 lr:5.155e-05 clip_eps:0.1 entropy:1.02 +2026-01-07 22:20:52 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:47816.00 total_reward_ma:44769.41 loss:0.04851 fps:1503 +frame:7.95e+06 wall_t:5288 t:496875 epi:nan +opt_step:124192 lr:5.129e-05 clip_eps:0.1 entropy:0.836 +2026-01-07 22:20:58 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:47790.00 total_reward_ma:44814.96 loss:0.04111 fps:1504 +frame:7.96e+06 wall_t:5294 t:497500 epi:nan +opt_step:124352 lr:5.104e-05 clip_eps:0.1 entropy:0.9336 +2026-01-07 22:21:04 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:47951.50 total_reward_ma:44859.11 loss:0.02672 fps:1504 +frame:7.97e+06 wall_t:5300 t:498125 epi:nan +opt_step:124512 lr:5.078e-05 clip_eps:0.1 entropy:0.9115 +2026-01-07 22:21:10 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:48417.00 total_reward_ma:44908.27 loss:0.02647 fps:1504 +frame:7.98e+06 wall_t:5305 t:498750 epi:nan +opt_step:124672 lr:5.052e-05 clip_eps:0.1 entropy:0.9884 +2026-01-07 22:21:16 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:48118.50 total_reward_ma:44954.19 loss:0.02504 fps:1504 +frame:7.99e+06 wall_t:5311 t:499375 epi:nan +opt_step:124832 lr:5.027e-05 clip_eps:0.1 entropy:1.015 +2026-01-07 22:21:22 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:48105.00 total_reward_ma:44999.20 loss:0.01706 fps:1504 +frame:8.00e+06 wall_t:5318 t:500000 epi:nan +opt_step:124992 lr:5.001e-05 clip_eps:0.1 entropy:1.054 +2026-01-07 22:21:28 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:48105.00 total_reward_ma:45043.93 loss:0.02168 fps:1505 +frame:8.01e+06 wall_t:5324 t:500625 epi:nan +opt_step:125152 lr:4.976e-05 clip_eps:0.1 entropy:1.087 +2026-01-07 22:21:34 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:47894.50 total_reward_ma:45085.57 loss:0.03384 fps:1505 +frame:8.02e+06 wall_t:5329 t:501250 epi:nan +opt_step:125312 lr:4.95e-05 clip_eps:0.1 entropy:0.9675 +2026-01-07 22:21:40 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:48389.50 total_reward_ma:45134.95 loss:0.03282 fps:1505 +frame:8.03e+06 wall_t:5335 t:501875 epi:nan +opt_step:125440 lr:4.93e-05 clip_eps:0.1 entropy:1.004 +2026-01-07 22:21:46 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:48058.50 total_reward_ma:45181.00 loss:0.03177 fps:1505 +frame:8.04e+06 wall_t:5341 t:502500 epi:nan +opt_step:125600 lr:4.904e-05 clip_eps:0.1 entropy:0.8272 +2026-01-07 22:21:52 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:48774.00 total_reward_ma:45236.25 loss:0.03227 fps:1506 +frame:8.05e+06 wall_t:5347 t:503125 epi:nan +opt_step:125760 lr:4.878e-05 clip_eps:0.1 entropy:1.158 +2026-01-07 22:21:57 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:49270.00 total_reward_ma:45296.54 loss:0.03526 fps:1506 +frame:8.06e+06 wall_t:5353 t:503750 epi:nan +opt_step:125920 lr:4.853e-05 clip_eps:0.1 entropy:0.7924 +2026-01-07 22:22:03 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:49270.00 total_reward_ma:45352.18 loss:0.04543 fps:1506 +frame:8.07e+06 wall_t:5359 t:504375 epi:nan +opt_step:126080 lr:4.827e-05 clip_eps:0.1 entropy:0.7918 +2026-01-07 22:22:09 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:49362.50 total_reward_ma:45408.48 loss:0.0184 fps:1506 +frame:8.08e+06 wall_t:5365 t:505000 epi:nan +opt_step:126240 lr:4.802e-05 clip_eps:0.1 entropy:1.106 +2026-01-07 22:22:15 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:49362.50 total_reward_ma:45464.52 loss:0.03649 fps:1506 +frame:8.09e+06 wall_t:5371 t:505625 epi:nan +opt_step:126400 lr:4.776e-05 clip_eps:0.1 entropy:1.071 +2026-01-07 22:22:22 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:49384.00 total_reward_ma:45520.77 loss:0.02627 fps:1506 +frame:8.10e+06 wall_t:5377 t:506250 epi:nan +opt_step:126560 lr:4.75e-05 clip_eps:0.1 entropy:1.066 +2026-01-07 22:22:28 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:49908.50 total_reward_ma:45577.67 loss:0.03149 fps:1507 +frame:8.11e+06 wall_t:5383 t:506875 epi:nan +opt_step:126688 lr:4.73e-05 clip_eps:0.1 entropy:1.241 +2026-01-07 22:22:34 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:49603.00 total_reward_ma:45631.52 loss:0.03934 fps:1507 +frame:8.12e+06 wall_t:5389 t:507500 epi:nan +opt_step:126848 lr:4.704e-05 clip_eps:0.1 entropy:0.8627 +2026-01-07 22:22:40 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:49800.50 total_reward_ma:45687.34 loss:0.03639 fps:1507 +frame:8.13e+06 wall_t:5396 t:508125 epi:nan +opt_step:127008 lr:4.679e-05 clip_eps:0.1 entropy:0.9271 +2026-01-07 22:22:46 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:49882.00 total_reward_ma:45744.39 loss:0.03126 fps:1507 +frame:8.14e+06 wall_t:5402 t:508750 epi:nan +opt_step:127168 lr:4.653e-05 clip_eps:0.1 entropy:0.813 +2026-01-07 22:22:52 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:49882.00 total_reward_ma:45795.57 loss:0.0238 fps:1507 +frame:8.15e+06 wall_t:5408 t:509375 epi:nan +opt_step:127328 lr:4.628e-05 clip_eps:0.1 entropy:0.9787 +2026-01-07 22:22:58 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:49797.00 total_reward_ma:45845.83 loss:0.04571 fps:1507 +frame:8.16e+06 wall_t:5413 t:510000 epi:nan +opt_step:127488 lr:4.602e-05 clip_eps:0.1 entropy:0.954 +2026-01-07 22:23:04 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:49657.50 total_reward_ma:45896.07 loss:0.02828 fps:1508 +frame:8.17e+06 wall_t:5419 t:510625 epi:nan +opt_step:127648 lr:4.576e-05 clip_eps:0.1 entropy:0.9917 +2026-01-07 22:23:10 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:49427.50 total_reward_ma:45947.28 loss:0.0474 fps:1508 +frame:8.18e+06 wall_t:5425 t:511250 epi:nan +opt_step:127808 lr:4.551e-05 clip_eps:0.1 entropy:0.8328 +2026-01-07 22:23:16 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:49649.50 total_reward_ma:46001.50 loss:0.0327 fps:1508 +frame:8.19e+06 wall_t:5431 t:511875 epi:nan +opt_step:127968 lr:4.525e-05 clip_eps:0.1 entropy:0.893 +2026-01-07 22:23:21 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:49950.50 total_reward_ma:46059.73 loss:0.04444 fps:1508 +frame:8.20e+06 wall_t:5437 t:512500 epi:nan +opt_step:128096 lr:4.505e-05 clip_eps:0.1 entropy:1.09 +2026-01-07 22:23:27 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:49864.00 total_reward_ma:46118.91 loss:0.04707 fps:1509 +frame:8.21e+06 wall_t:5442 t:513125 epi:nan +opt_step:128256 lr:4.479e-05 clip_eps:0.1 entropy:0.8138 +2026-01-07 22:23:33 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:49698.00 total_reward_ma:46176.64 loss:0.056 fps:1509 +frame:8.22e+06 wall_t:5449 t:513750 epi:nan +opt_step:128416 lr:4.453e-05 clip_eps:0.1 entropy:0.743 +2026-01-07 22:23:40 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:49718.50 total_reward_ma:46235.28 loss:0.05911 fps:1509 +frame:8.23e+06 wall_t:5455 t:514375 epi:nan +opt_step:128576 lr:4.428e-05 clip_eps:0.1 entropy:0.8637 +2026-01-07 22:23:46 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:49790.00 total_reward_ma:46295.50 loss:0.03057 fps:1509 +frame:8.24e+06 wall_t:5461 t:515000 epi:nan +opt_step:128736 lr:4.402e-05 clip_eps:0.1 entropy:0.8988 +2026-01-07 22:23:52 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:49700.50 total_reward_ma:46356.61 loss:0.06448 fps:1509 +frame:8.25e+06 wall_t:5468 t:515625 epi:nan +opt_step:128896 lr:4.377e-05 clip_eps:0.1 entropy:0.8287 +2026-01-07 22:23:58 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:49700.50 total_reward_ma:46415.67 loss:0.03165 fps:1509 +frame:8.26e+06 wall_t:5474 t:516250 epi:nan +opt_step:129056 lr:4.351e-05 clip_eps:0.1 entropy:1.114 +2026-01-07 22:24:05 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:49891.50 total_reward_ma:46479.46 loss:0.03299 fps:1509 +frame:8.27e+06 wall_t:5480 t:516875 epi:nan +opt_step:129216 lr:4.325e-05 clip_eps:0.1 entropy:1.052 +2026-01-07 22:24:10 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:49990.00 total_reward_ma:46543.68 loss:0.02377 fps:1509 +frame:8.28e+06 wall_t:5486 t:517500 epi:nan +opt_step:129344 lr:4.305e-05 clip_eps:0.1 entropy:0.8826 +2026-01-07 22:24:16 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:50488.00 total_reward_ma:46613.32 loss:0.04218 fps:1509 +frame:8.29e+06 wall_t:5492 t:518125 epi:nan +opt_step:129504 lr:4.279e-05 clip_eps:0.1 entropy:0.7521 +2026-01-07 22:24:22 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:50431.00 total_reward_ma:46683.39 loss:0.04099 fps:1510 +frame:8.30e+06 wall_t:5498 t:518750 epi:nan +opt_step:129664 lr:4.254e-05 clip_eps:0.1 entropy:0.8479 +2026-01-07 22:24:28 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:50415.50 total_reward_ma:46753.31 loss:0.03848 fps:1510 +frame:8.31e+06 wall_t:5504 t:519375 epi:nan +opt_step:129824 lr:4.228e-05 clip_eps:0.1 entropy:0.8896 +2026-01-07 22:24:35 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:50532.50 total_reward_ma:46821.10 loss:0.02623 fps:1510 +frame:8.32e+06 wall_t:5510 t:520000 epi:nan +opt_step:129984 lr:4.203e-05 clip_eps:0.1 entropy:0.9716 +2026-01-07 22:24:41 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:50651.50 total_reward_ma:46892.77 loss:0.02471 fps:1510 +frame:8.33e+06 wall_t:5516 t:520625 epi:nan +opt_step:130144 lr:4.177e-05 clip_eps:0.1 entropy:1.017 +2026-01-07 22:24:47 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:50509.50 total_reward_ma:46959.25 loss:0.0306 fps:1510 +frame:8.34e+06 wall_t:5523 t:521250 epi:nan +opt_step:130304 lr:4.151e-05 clip_eps:0.1 entropy:0.8999 +2026-01-07 22:24:54 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:50529.00 total_reward_ma:47022.75 loss:0.04521 fps:1510 +frame:8.35e+06 wall_t:5529 t:521875 epi:nan +opt_step:130464 lr:4.126e-05 clip_eps:0.1 entropy:0.7914 +2026-01-07 22:25:00 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:50344.50 total_reward_ma:47084.18 loss:0.05796 fps:1510 +frame:8.36e+06 wall_t:5535 t:522500 epi:nan +opt_step:130624 lr:4.1e-05 clip_eps:0.1 entropy:0.8137 +2026-01-07 22:25:05 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:50573.50 total_reward_ma:47147.91 loss:0.05248 fps:1511 +frame:8.37e+06 wall_t:5541 t:523125 epi:nan +opt_step:130752 lr:4.08e-05 clip_eps:0.1 entropy:0.7497 +2026-01-07 22:25:11 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:50251.50 total_reward_ma:47208.43 loss:0.04934 fps:1511 +frame:8.38e+06 wall_t:5547 t:523750 epi:nan +opt_step:130912 lr:4.054e-05 clip_eps:0.1 entropy:0.7938 +2026-01-07 22:25:18 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:50211.00 total_reward_ma:47270.40 loss:0.04647 fps:1511 +frame:8.39e+06 wall_t:5553 t:524375 epi:nan +opt_step:131072 lr:4.028e-05 clip_eps:0.1 entropy:0.6438 +2026-01-07 22:25:24 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:50341.00 total_reward_ma:47333.68 loss:0.03286 fps:1511 +frame:8.40e+06 wall_t:5559 t:525000 epi:nan +opt_step:131232 lr:4.003e-05 clip_eps:0.1 entropy:0.7403 +2026-01-07 22:25:30 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:50207.00 total_reward_ma:47388.16 loss:0.03824 fps:1511 +frame:8.41e+06 wall_t:5566 t:525625 epi:nan +opt_step:131392 lr:3.977e-05 clip_eps:0.1 entropy:0.9168 +2026-01-07 22:25:36 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:50281.50 total_reward_ma:47441.37 loss:0.03746 fps:1511 +frame:8.42e+06 wall_t:5572 t:526250 epi:nan +opt_step:131552 lr:3.952e-05 clip_eps:0.1 entropy:0.8441 +2026-01-07 22:25:42 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:50531.00 total_reward_ma:47497.08 loss:0.02134 fps:1511 +frame:8.43e+06 wall_t:5578 t:526875 epi:nan +opt_step:131712 lr:3.926e-05 clip_eps:0.1 entropy:0.9454 +2026-01-07 22:25:49 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:50588.50 total_reward_ma:47554.42 loss:0.04673 fps:1511 +frame:8.44e+06 wall_t:5584 t:527500 epi:nan +opt_step:131872 lr:3.9e-05 clip_eps:0.1 entropy:0.9893 +2026-01-07 22:25:54 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:50608.50 total_reward_ma:47614.19 loss:0.03161 fps:1512 +frame:8.45e+06 wall_t:5590 t:528125 epi:nan +opt_step:132000 lr:3.88e-05 clip_eps:0.1 entropy:0.8565 +2026-01-07 22:26:01 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:50547.00 total_reward_ma:47674.22 loss:0.03318 fps:1512 +frame:8.46e+06 wall_t:5596 t:528750 epi:nan +opt_step:132160 lr:3.854e-05 clip_eps:0.1 entropy:1.145 +2026-01-07 22:26:07 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:50637.00 total_reward_ma:47730.48 loss:0.02212 fps:1512 +frame:8.47e+06 wall_t:5602 t:529375 epi:nan +opt_step:132320 lr:3.829e-05 clip_eps:0.1 entropy:0.9632 +2026-01-07 22:26:13 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:50484.50 total_reward_ma:47785.59 loss:0.03362 fps:1512 +frame:8.48e+06 wall_t:5609 t:530000 epi:nan +opt_step:132480 lr:3.803e-05 clip_eps:0.1 entropy:0.7733 +2026-01-07 22:26:19 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:50268.50 total_reward_ma:47838.54 loss:0.05003 fps:1512 +frame:8.49e+06 wall_t:5615 t:530625 epi:nan +opt_step:132640 lr:3.778e-05 clip_eps:0.1 entropy:1.007 +2026-01-07 22:26:25 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:50381.00 total_reward_ma:47887.57 loss:0.03422 fps:1512 +frame:8.50e+06 wall_t:5621 t:531250 epi:nan +opt_step:132800 lr:3.752e-05 clip_eps:0.1 entropy:0.8955 +2026-01-07 22:26:31 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:50194.50 total_reward_ma:47937.54 loss:0.05178 fps:1512 +frame:8.51e+06 wall_t:5627 t:531875 epi:nan +opt_step:132960 lr:3.726e-05 clip_eps:0.1 entropy:0.8917 +2026-01-07 22:26:37 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:50194.50 total_reward_ma:47989.75 loss:0.05362 fps:1513 +frame:8.52e+06 wall_t:5633 t:532500 epi:nan +opt_step:133120 lr:3.701e-05 clip_eps:0.1 entropy:1.049 +2026-01-07 22:26:43 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:50527.00 total_reward_ma:48042.35 loss:0.02314 fps:1513 +frame:8.53e+06 wall_t:5639 t:533125 epi:nan +opt_step:133280 lr:3.675e-05 clip_eps:0.1 entropy:0.9583 +2026-01-07 22:26:49 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:50583.00 total_reward_ma:48097.19 loss:0.03306 fps:1513 +frame:8.54e+06 wall_t:5644 t:533750 epi:nan +opt_step:133408 lr:3.655e-05 clip_eps:0.1 entropy:0.9739 +2026-01-07 22:26:55 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:50518.00 total_reward_ma:48151.38 loss:0.03401 fps:1513 +frame:8.55e+06 wall_t:5650 t:534375 epi:nan +opt_step:133568 lr:3.629e-05 clip_eps:0.1 entropy:1.004 +2026-01-07 22:27:01 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:50511.50 total_reward_ma:48206.22 loss:0.03079 fps:1513 +frame:8.56e+06 wall_t:5656 t:535000 epi:nan +opt_step:133728 lr:3.604e-05 clip_eps:0.1 entropy:1.077 +2026-01-07 22:27:06 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:50511.50 total_reward_ma:48263.04 loss:0.02371 fps:1514 +frame:8.57e+06 wall_t:5662 t:535625 epi:nan +opt_step:133888 lr:3.578e-05 clip_eps:0.1 entropy:0.9095 +2026-01-07 22:27:13 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:50126.50 total_reward_ma:48316.57 loss:0.03647 fps:1514 +frame:8.58e+06 wall_t:5668 t:536250 epi:nan +opt_step:134048 lr:3.552e-05 clip_eps:0.1 entropy:0.8902 +2026-01-07 22:27:19 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:50150.00 total_reward_ma:48371.41 loss:0.06015 fps:1514 +frame:8.59e+06 wall_t:5675 t:536875 epi:nan +opt_step:134208 lr:3.527e-05 clip_eps:0.1 entropy:0.7877 +2026-01-07 22:27:25 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:50291.50 total_reward_ma:48428.50 loss:0.05736 fps:1514 +frame:8.60e+06 wall_t:5680 t:537500 epi:nan +opt_step:134368 lr:3.501e-05 clip_eps:0.1 entropy:0.6289 +2026-01-07 22:27:31 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:50452.50 total_reward_ma:48491.18 loss:0.04333 fps:1514 +frame:8.61e+06 wall_t:5686 t:538125 epi:nan +opt_step:134528 lr:3.476e-05 clip_eps:0.1 entropy:0.9016 +2026-01-07 22:27:36 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:50747.00 total_reward_ma:48554.82 loss:0.05233 fps:1514 +frame:8.62e+06 wall_t:5692 t:538750 epi:nan +opt_step:134656 lr:3.455e-05 clip_eps:0.1 entropy:0.8301 +2026-01-07 22:27:42 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:50404.00 total_reward_ma:48615.23 loss:0.03077 fps:1515 +frame:8.63e+06 wall_t:5697 t:539375 epi:nan +opt_step:134816 lr:3.429e-05 clip_eps:0.1 entropy:0.8076 +2026-01-07 22:27:49 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:50404.00 total_reward_ma:48678.29 loss:0.02687 fps:1515 +frame:8.64e+06 wall_t:5704 t:540000 epi:nan +opt_step:134976 lr:3.404e-05 clip_eps:0.1 entropy:0.7766 +2026-01-07 22:27:54 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:50533.00 total_reward_ma:48743.20 loss:0.03251 fps:1515 +frame:8.65e+06 wall_t:5710 t:540625 epi:nan +opt_step:135136 lr:3.378e-05 clip_eps:0.1 entropy:0.8697 +2026-01-07 22:28:01 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:50533.00 total_reward_ma:48808.12 loss:0.03354 fps:1515 +frame:8.66e+06 wall_t:5716 t:541250 epi:nan +opt_step:135296 lr:3.353e-05 clip_eps:0.1 entropy:0.7677 +2026-01-07 22:28:07 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:50529.00 total_reward_ma:48874.34 loss:0.04505 fps:1515 +frame:8.67e+06 wall_t:5723 t:541875 epi:nan +opt_step:135456 lr:3.327e-05 clip_eps:0.1 entropy:0.9334 +2026-01-07 22:28:13 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:50546.00 total_reward_ma:48933.50 loss:0.04842 fps:1515 +frame:8.68e+06 wall_t:5729 t:542500 epi:nan +opt_step:135616 lr:3.301e-05 clip_eps:0.1 entropy:0.9733 +2026-01-07 22:28:19 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:50770.50 total_reward_ma:48991.35 loss:0.03801 fps:1515 +frame:8.69e+06 wall_t:5735 t:543125 epi:nan +opt_step:135776 lr:3.276e-05 clip_eps:0.1 entropy:1.11 +2026-01-07 22:28:32 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:50936.00 total_reward_ma:49052.00 loss:0.01492 fps:1514 +frame:8.70e+06 wall_t:5748 t:543750 epi:nan +opt_step:135936 lr:3.25e-05 clip_eps:0.1 entropy:1.273 +2026-01-07 22:28:38 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:51083.00 total_reward_ma:49112.29 loss:0.03464 fps:1514 +frame:8.71e+06 wall_t:5753 t:544375 epi:nan +opt_step:136064 lr:3.23e-05 clip_eps:0.1 entropy:1.149 +2026-01-07 22:28:51 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:51303.00 total_reward_ma:49172.17 loss:0.03929 fps:1512 +frame:8.72e+06 wall_t:5767 t:545000 epi:nan +opt_step:136224 lr:3.204e-05 clip_eps:0.1 entropy:0.9515 +2026-01-07 22:29:14 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:51393.00 total_reward_ma:49232.95 loss:0.0496 fps:1508 +frame:8.73e+06 wall_t:5789 t:545625 epi:nan +opt_step:136384 lr:3.179e-05 clip_eps:0.1 entropy:0.7489 +2026-01-07 22:29:27 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:51317.50 total_reward_ma:49289.96 loss:0.05483 fps:1506 +frame:8.74e+06 wall_t:5802 t:546250 epi:nan +opt_step:136544 lr:3.153e-05 clip_eps:0.1 entropy:0.6096 +2026-01-07 22:29:33 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:51415.00 total_reward_ma:49347.95 loss:0.04453 fps:1506 +frame:8.75e+06 wall_t:5809 t:546875 epi:nan +opt_step:136704 lr:3.127e-05 clip_eps:0.1 entropy:0.7593 +2026-01-07 22:29:39 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:51552.50 total_reward_ma:49405.06 loss:0.05194 fps:1506 +frame:8.76e+06 wall_t:5815 t:547500 epi:nan +opt_step:136864 lr:3.102e-05 clip_eps:0.1 entropy:0.6628 +2026-01-07 22:29:45 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:51611.50 total_reward_ma:49462.80 loss:0.04519 fps:1507 +frame:8.77e+06 wall_t:5821 t:548125 epi:nan +opt_step:137024 lr:3.076e-05 clip_eps:0.1 entropy:0.973 +2026-01-07 22:29:52 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:51327.50 total_reward_ma:49517.69 loss:0.05263 fps:1507 +frame:8.78e+06 wall_t:5827 t:548750 epi:nan +opt_step:137184 lr:3.051e-05 clip_eps:0.1 entropy:0.5959 +2026-01-07 22:29:57 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:51244.50 total_reward_ma:49572.83 loss:0.04298 fps:1507 +frame:8.79e+06 wall_t:5833 t:549375 epi:nan +opt_step:137312 lr:3.03e-05 clip_eps:0.1 entropy:0.8946 +2026-01-07 22:30:04 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:50743.50 total_reward_ma:49623.16 loss:0.0408 fps:1507 +frame:8.80e+06 wall_t:5839 t:550000 epi:nan +opt_step:137472 lr:3.004e-05 clip_eps:0.1 entropy:0.7111 +2026-01-07 22:30:11 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:50743.50 total_reward_ma:49672.21 loss:0.03462 fps:1507 +frame:8.81e+06 wall_t:5846 t:550625 epi:nan +opt_step:137632 lr:2.979e-05 clip_eps:0.1 entropy:0.8343 +2026-01-07 22:30:17 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:50729.50 total_reward_ma:49717.97 loss:0.05297 fps:1507 +frame:8.82e+06 wall_t:5853 t:551250 epi:nan +opt_step:137792 lr:2.953e-05 clip_eps:0.1 entropy:0.9412 +2026-01-07 22:30:23 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:50923.00 total_reward_ma:49764.41 loss:0.05114 fps:1507 +frame:8.83e+06 wall_t:5859 t:551875 epi:nan +opt_step:137952 lr:2.928e-05 clip_eps:0.1 entropy:0.8369 +2026-01-07 22:30:29 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:51171.50 total_reward_ma:49813.21 loss:0.02909 fps:1507 +frame:8.84e+06 wall_t:5865 t:552500 epi:nan +opt_step:138112 lr:2.902e-05 clip_eps:0.1 entropy:1.128 +2026-01-07 22:30:36 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:51172.50 total_reward_ma:49861.39 loss:0.03287 fps:1507 +frame:8.85e+06 wall_t:5871 t:553125 epi:nan +opt_step:138272 lr:2.876e-05 clip_eps:0.1 entropy:1.061 +2026-01-07 22:30:42 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:51106.00 total_reward_ma:49904.29 loss:0.0672 fps:1508 +frame:8.86e+06 wall_t:5877 t:553750 epi:nan +opt_step:138432 lr:2.851e-05 clip_eps:0.1 entropy:0.7977 +2026-01-07 22:30:48 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:50865.00 total_reward_ma:49941.26 loss:0.04577 fps:1507 +frame:8.87e+06 wall_t:5884 t:554375 epi:nan +opt_step:138592 lr:2.825e-05 clip_eps:0.1 entropy:1.01 +2026-01-07 22:30:54 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:51685.00 total_reward_ma:49984.95 loss:0.047 fps:1508 +frame:8.88e+06 wall_t:5890 t:555000 epi:nan +opt_step:138720 lr:2.805e-05 clip_eps:0.1 entropy:0.9769 +2026-01-07 22:31:01 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:51739.00 total_reward_ma:50029.79 loss:0.03015 fps:1508 +frame:8.89e+06 wall_t:5897 t:555625 epi:nan +opt_step:138880 lr:2.779e-05 clip_eps:0.1 entropy:0.9279 +2026-01-07 22:31:08 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:51739.00 total_reward_ma:50074.00 loss:0.02256 fps:1508 +frame:8.90e+06 wall_t:5903 t:556250 epi:nan +opt_step:139040 lr:2.754e-05 clip_eps:0.1 entropy:0.9144 +2026-01-07 22:31:14 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:51776.00 total_reward_ma:50114.19 loss:0.01728 fps:1508 +frame:8.91e+06 wall_t:5910 t:556875 epi:nan +opt_step:139200 lr:2.728e-05 clip_eps:0.1 entropy:1.071 +2026-01-07 22:31:20 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:51955.00 total_reward_ma:50155.25 loss:0.04073 fps:1508 +frame:8.92e+06 wall_t:5916 t:557500 epi:nan +opt_step:139360 lr:2.702e-05 clip_eps:0.1 entropy:1.052 +2026-01-07 22:31:26 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:51845.00 total_reward_ma:50195.12 loss:0.03808 fps:1508 +frame:8.93e+06 wall_t:5922 t:558125 epi:nan +opt_step:139520 lr:2.677e-05 clip_eps:0.1 entropy:1.013 +2026-01-07 22:31:33 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:51532.00 total_reward_ma:50232.29 loss:0.04447 fps:1508 +frame:8.94e+06 wall_t:5928 t:558750 epi:nan +opt_step:139680 lr:2.651e-05 clip_eps:0.1 entropy:1.047 +2026-01-07 22:31:39 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:51532.00 total_reward_ma:50269.45 loss:0.0327 fps:1508 +frame:8.95e+06 wall_t:5935 t:559375 epi:nan +opt_step:139840 lr:2.626e-05 clip_eps:0.1 entropy:0.9196 +2026-01-07 22:31:46 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:51725.50 total_reward_ma:50308.80 loss:0.06018 fps:1508 +frame:8.96e+06 wall_t:5941 t:560000 epi:nan +opt_step:140000 lr:2.6e-05 clip_eps:0.1 entropy:0.6942 +2026-01-07 22:31:52 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:51985.50 total_reward_ma:50349.14 loss:0.05971 fps:1508 +frame:8.97e+06 wall_t:5948 t:560625 epi:nan +opt_step:140128 lr:2.58e-05 clip_eps:0.1 entropy:0.7426 +2026-01-07 22:31:58 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:52065.00 total_reward_ma:50385.62 loss:0.0337 fps:1508 +frame:8.98e+06 wall_t:5954 t:561250 epi:nan +opt_step:140288 lr:2.554e-05 clip_eps:0.1 entropy:1.101 +2026-01-07 22:32:05 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:51913.50 total_reward_ma:50423.57 loss:0.06355 fps:1508 +frame:8.99e+06 wall_t:5960 t:561875 epi:nan +opt_step:140448 lr:2.528e-05 clip_eps:0.1 entropy:0.8392 +2026-01-07 22:32:11 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:51913.50 total_reward_ma:50461.66 loss:0.02924 fps:1509 +frame:9.00e+06 wall_t:5966 t:562500 epi:nan +opt_step:140608 lr:2.503e-05 clip_eps:0.1 entropy:0.6288 +2026-01-07 22:32:17 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:51913.50 total_reward_ma:50499.74 loss:0.03432 fps:1509 +frame:9.01e+06 wall_t:5972 t:563125 epi:nan +opt_step:140768 lr:2.477e-05 clip_eps:0.1 entropy:0.8105 +2026-01-07 22:32:23 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:52099.50 total_reward_ma:50541.79 loss:0.05122 fps:1509 +frame:9.02e+06 wall_t:5979 t:563750 epi:nan +opt_step:140928 lr:2.452e-05 clip_eps:0.1 entropy:0.7776 +2026-01-07 22:32:29 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:52299.50 total_reward_ma:50580.89 loss:0.04141 fps:1509 +frame:9.03e+06 wall_t:5985 t:564375 epi:nan +opt_step:141088 lr:2.426e-05 clip_eps:0.1 entropy:0.7961 +2026-01-07 22:32:35 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:52764.00 total_reward_ma:50627.95 loss:0.04375 fps:1509 +frame:9.04e+06 wall_t:5991 t:565000 epi:nan +opt_step:141248 lr:2.4e-05 clip_eps:0.1 entropy:0.9217 +2026-01-07 22:32:41 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:52666.50 total_reward_ma:50666.87 loss:0.04015 fps:1509 +frame:9.05e+06 wall_t:5997 t:565625 epi:nan +opt_step:141376 lr:2.38e-05 clip_eps:0.1 entropy:0.8263 +2026-01-07 22:32:55 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:52620.00 total_reward_ma:50700.37 loss:0.04132 fps:1507 +frame:9.06e+06 wall_t:6010 t:566250 epi:nan +opt_step:141536 lr:2.354e-05 clip_eps:0.1 entropy:0.5746 +2026-01-07 22:33:01 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:52620.00 total_reward_ma:50733.87 loss:0.06169 fps:1508 +frame:9.07e+06 wall_t:6016 t:566875 epi:nan +opt_step:141696 lr:2.329e-05 clip_eps:0.1 entropy:0.6894 +2026-01-07 22:33:07 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:52758.00 total_reward_ma:50767.82 loss:0.03795 fps:1508 +frame:9.08e+06 wall_t:6022 t:567500 epi:nan +opt_step:141856 lr:2.303e-05 clip_eps:0.1 entropy:0.913 +2026-01-07 22:33:12 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:53142.50 total_reward_ma:50805.62 loss:0.03974 fps:1508 +frame:9.09e+06 wall_t:6028 t:568125 epi:nan +opt_step:142016 lr:2.277e-05 clip_eps:0.1 entropy:0.7723 +2026-01-07 22:33:18 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:53116.00 total_reward_ma:50842.95 loss:0.0646 fps:1508 +frame:9.10e+06 wall_t:6034 t:568750 epi:nan +opt_step:142176 lr:2.252e-05 clip_eps:0.1 entropy:0.6974 +2026-01-07 22:33:25 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:53431.00 total_reward_ma:50878.17 loss:0.04301 fps:1508 +frame:9.11e+06 wall_t:6040 t:569375 epi:nan +opt_step:142336 lr:2.226e-05 clip_eps:0.1 entropy:0.6787 +2026-01-07 22:33:31 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:53705.50 total_reward_ma:50919.20 loss:0.0516 fps:1508 +frame:9.12e+06 wall_t:6046 t:570000 epi:nan +opt_step:142496 lr:2.201e-05 clip_eps:0.1 entropy:0.7363 +2026-01-07 22:33:37 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:53859.00 total_reward_ma:50959.78 loss:0.05486 fps:1508 +frame:9.13e+06 wall_t:6053 t:570625 epi:nan +opt_step:142656 lr:2.175e-05 clip_eps:0.1 entropy:0.7983 +2026-01-07 22:33:43 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:53859.00 total_reward_ma:50999.55 loss:0.0392 fps:1509 +frame:9.14e+06 wall_t:6058 t:571250 epi:nan +opt_step:142784 lr:2.155e-05 clip_eps:0.1 entropy:0.7179 +2026-01-07 22:33:49 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:54363.50 total_reward_ma:51044.36 loss:0.05488 fps:1509 +frame:9.15e+06 wall_t:6064 t:571875 epi:nan +opt_step:142944 lr:2.129e-05 clip_eps:0.1 entropy:0.6204 +2026-01-07 22:33:55 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:54372.50 total_reward_ma:51090.12 loss:0.05331 fps:1509 +frame:9.16e+06 wall_t:6070 t:572500 epi:nan +opt_step:143104 lr:2.103e-05 clip_eps:0.1 entropy:0.8636 +2026-01-07 22:34:00 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:54335.00 total_reward_ma:51136.89 loss:0.04435 fps:1509 +frame:9.17e+06 wall_t:6075 t:573125 epi:nan +opt_step:143264 lr:2.078e-05 clip_eps:0.1 entropy:0.8061 +2026-01-07 22:34:05 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:54292.00 total_reward_ma:51185.54 loss:0.03588 fps:1510 +frame:9.18e+06 wall_t:6080 t:573750 epi:nan +opt_step:143424 lr:2.052e-05 clip_eps:0.1 entropy:0.7112 +2026-01-07 22:34:10 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:54246.50 total_reward_ma:51231.51 loss:0.06105 fps:1510 +frame:9.19e+06 wall_t:6086 t:574375 epi:nan +opt_step:143584 lr:2.027e-05 clip_eps:0.1 entropy:0.9301 +2026-01-07 22:34:15 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:54229.00 total_reward_ma:51274.30 loss:0.04504 fps:1510 +frame:9.20e+06 wall_t:6091 t:575000 epi:nan +opt_step:143744 lr:2.001e-05 clip_eps:0.1 entropy:0.8055 +2026-01-07 22:34:22 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:53856.50 total_reward_ma:51314.22 loss:0.04885 fps:1511 +frame:9.21e+06 wall_t:6097 t:575625 epi:nan +opt_step:143904 lr:1.975e-05 clip_eps:0.1 entropy:0.7127 +2026-01-07 22:34:27 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:54085.00 total_reward_ma:51358.09 loss:0.05502 fps:1511 +frame:9.22e+06 wall_t:6102 t:576250 epi:nan +opt_step:144032 lr:1.955e-05 clip_eps:0.1 entropy:0.7594 +2026-01-07 22:34:32 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:53995.00 total_reward_ma:51400.86 loss:0.02222 fps:1511 +frame:9.23e+06 wall_t:6108 t:576875 epi:nan +opt_step:144192 lr:1.929e-05 clip_eps:0.1 entropy:0.8014 +2026-01-07 22:34:37 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:53995.00 total_reward_ma:51442.91 loss:0.05325 fps:1512 +frame:9.24e+06 wall_t:6113 t:577500 epi:nan +opt_step:144352 lr:1.904e-05 clip_eps:0.1 entropy:1.075 +2026-01-07 22:34:43 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:54039.50 total_reward_ma:51486.30 loss:0.05359 fps:1512 +frame:9.25e+06 wall_t:6118 t:578125 epi:nan +opt_step:144512 lr:1.878e-05 clip_eps:0.1 entropy:0.9992 +2026-01-07 22:34:48 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:53744.50 total_reward_ma:51526.73 loss:0.04314 fps:1512 +frame:9.26e+06 wall_t:6123 t:578750 epi:nan +opt_step:144672 lr:1.852e-05 clip_eps:0.1 entropy:0.9046 +2026-01-07 22:34:53 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:53757.00 total_reward_ma:51565.39 loss:0.03177 fps:1512 +frame:9.27e+06 wall_t:6129 t:579375 epi:nan +opt_step:144832 lr:1.827e-05 clip_eps:0.1 entropy:1.035 +2026-01-07 22:34:58 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:53732.00 total_reward_ma:51602.81 loss:0.04439 fps:1513 +frame:9.28e+06 wall_t:6134 t:580000 epi:nan +opt_step:144992 lr:1.801e-05 clip_eps:0.1 entropy:0.781 +2026-01-07 22:35:04 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:53732.00 total_reward_ma:51635.25 loss:0.01335 fps:1513 +frame:9.29e+06 wall_t:6139 t:580625 epi:nan +opt_step:145152 lr:1.776e-05 clip_eps:0.1 entropy:1.128 +2026-01-07 22:35:09 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:53785.00 total_reward_ma:51668.79 loss:0.01493 fps:1514 +frame:9.30e+06 wall_t:6144 t:581250 epi:nan +opt_step:145312 lr:1.75e-05 clip_eps:0.1 entropy:0.9372 +2026-01-07 22:35:14 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:53818.00 total_reward_ma:51702.82 loss:0.03415 fps:1514 +frame:9.31e+06 wall_t:6150 t:581875 epi:nan +opt_step:145440 lr:1.73e-05 clip_eps:0.1 entropy:1.017 +2026-01-07 22:35:21 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:53818.00 total_reward_ma:51735.67 loss:0.02951 fps:1514 +frame:9.32e+06 wall_t:6156 t:582500 epi:nan +opt_step:145600 lr:1.704e-05 clip_eps:0.1 entropy:0.9098 +2026-01-07 22:35:27 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:53874.00 total_reward_ma:51767.89 loss:0.05147 fps:1514 +frame:9.33e+06 wall_t:6163 t:583125 epi:nan +opt_step:145760 lr:1.678e-05 clip_eps:0.1 entropy:1.141 +2026-01-07 22:35:34 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:53967.50 total_reward_ma:51802.48 loss:0.06978 fps:1514 +frame:9.34e+06 wall_t:6169 t:583750 epi:nan +opt_step:145920 lr:1.653e-05 clip_eps:0.1 entropy:0.6633 +2026-01-07 22:35:40 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:53705.00 total_reward_ma:51834.23 loss:0.02862 fps:1514 +frame:9.35e+06 wall_t:6176 t:584375 epi:nan +opt_step:146080 lr:1.627e-05 clip_eps:0.1 entropy:0.843 +2026-01-07 22:35:46 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:53705.00 total_reward_ma:51867.84 loss:0.02615 fps:1514 +frame:9.36e+06 wall_t:6182 t:585000 epi:nan +opt_step:146240 lr:1.602e-05 clip_eps:0.1 entropy:0.7599 +2026-01-07 22:35:53 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:53779.00 total_reward_ma:51899.89 loss:0.06615 fps:1514 +frame:9.37e+06 wall_t:6188 t:585625 epi:nan +opt_step:146400 lr:1.576e-05 clip_eps:0.1 entropy:0.8454 +2026-01-07 22:35:59 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:53779.00 total_reward_ma:51935.17 loss:0.03223 fps:1514 +frame:9.38e+06 wall_t:6195 t:586250 epi:nan +opt_step:146560 lr:1.55e-05 clip_eps:0.1 entropy:0.8512 +2026-01-07 22:36:05 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:53779.00 total_reward_ma:51970.85 loss:0.03575 fps:1514 +frame:9.39e+06 wall_t:6201 t:586875 epi:nan +opt_step:146688 lr:1.53e-05 clip_eps:0.1 entropy:1.069 +2026-01-07 22:36:11 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:53752.50 total_reward_ma:52004.96 loss:0.04004 fps:1514 +frame:9.40e+06 wall_t:6207 t:587500 epi:nan +opt_step:146848 lr:1.504e-05 clip_eps:0.1 entropy:1.057 +2026-01-07 22:36:18 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:53575.50 total_reward_ma:52038.65 loss:0.03153 fps:1515 +frame:9.41e+06 wall_t:6213 t:588125 epi:nan +opt_step:147008 lr:1.479e-05 clip_eps:0.1 entropy:0.848 +2026-01-07 22:36:24 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:53538.00 total_reward_ma:52071.21 loss:0.0352 fps:1515 +frame:9.42e+06 wall_t:6219 t:588750 epi:nan +opt_step:147168 lr:1.453e-05 clip_eps:0.1 entropy:1.028 +2026-01-07 22:36:30 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:53514.50 total_reward_ma:52101.05 loss:0.03689 fps:1515 +frame:9.43e+06 wall_t:6226 t:589375 epi:nan +opt_step:147328 lr:1.428e-05 clip_eps:0.1 entropy:0.9159 +2026-01-07 22:36:36 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:53698.50 total_reward_ma:52132.15 loss:0.03692 fps:1515 +frame:9.44e+06 wall_t:6232 t:590000 epi:nan +opt_step:147488 lr:1.402e-05 clip_eps:0.1 entropy:0.6789 +2026-01-07 22:36:43 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:53698.50 total_reward_ma:52163.05 loss:0.03843 fps:1515 +frame:9.45e+06 wall_t:6238 t:590625 epi:nan +opt_step:147648 lr:1.376e-05 clip_eps:0.1 entropy:0.8225 +2026-01-07 22:36:49 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:53715.50 total_reward_ma:52194.73 loss:0.02459 fps:1515 +frame:9.46e+06 wall_t:6245 t:591250 epi:nan +opt_step:147808 lr:1.351e-05 clip_eps:0.1 entropy:1.07 +2026-01-07 22:36:55 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:53806.00 total_reward_ma:52226.43 loss:0.0633 fps:1515 +frame:9.47e+06 wall_t:6251 t:591875 epi:nan +opt_step:147968 lr:1.325e-05 clip_eps:0.1 entropy:0.7131 +2026-01-07 22:37:01 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:53871.50 total_reward_ma:52260.30 loss:0.03847 fps:1515 +frame:9.48e+06 wall_t:6257 t:592500 epi:nan +opt_step:148096 lr:1.305e-05 clip_eps:0.1 entropy:0.7937 +2026-01-07 22:37:08 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:53528.50 total_reward_ma:52292.89 loss:0.02371 fps:1515 +frame:9.49e+06 wall_t:6263 t:593125 epi:nan +opt_step:148256 lr:1.279e-05 clip_eps:0.1 entropy:1.089 +2026-01-07 22:37:14 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:53720.50 total_reward_ma:52326.29 loss:0.02136 fps:1515 +frame:9.50e+06 wall_t:6270 t:593750 epi:nan +opt_step:148416 lr:1.253e-05 clip_eps:0.1 entropy:0.8257 +2026-01-07 22:37:20 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:53904.50 total_reward_ma:52363.39 loss:0.04984 fps:1515 +frame:9.51e+06 wall_t:6276 t:594375 epi:nan +opt_step:148576 lr:1.228e-05 clip_eps:0.1 entropy:0.7525 +2026-01-07 22:37:27 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:53940.00 total_reward_ma:52400.84 loss:0.05908 fps:1515 +frame:9.52e+06 wall_t:6282 t:595000 epi:nan +opt_step:148736 lr:1.202e-05 clip_eps:0.1 entropy:0.8371 +2026-01-07 22:37:33 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:53940.00 total_reward_ma:52434.98 loss:0.04356 fps:1515 +frame:9.53e+06 wall_t:6289 t:595625 epi:nan +opt_step:148896 lr:1.177e-05 clip_eps:0.1 entropy:0.9082 +2026-01-07 22:37:40 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:54222.50 total_reward_ma:52471.37 loss:0.05047 fps:1515 +frame:9.54e+06 wall_t:6295 t:596250 epi:nan +opt_step:149056 lr:1.151e-05 clip_eps:0.1 entropy:0.6742 +2026-01-07 22:37:46 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:54273.00 total_reward_ma:52508.92 loss:0.05419 fps:1516 +frame:9.55e+06 wall_t:6301 t:596875 epi:nan +opt_step:149216 lr:1.125e-05 clip_eps:0.1 entropy:0.742 +2026-01-07 22:38:31 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:54287.00 total_reward_ma:52546.68 loss:0.03545 fps:1506 +frame:9.56e+06 wall_t:6346 t:597500 epi:nan +opt_step:149344 lr:1.105e-05 clip_eps:0.1 entropy:0.9527 +2026-01-07 22:38:48 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:54366.00 total_reward_ma:52585.22 loss:0.04245 fps:1504 +frame:9.57e+06 wall_t:6364 t:598125 epi:nan +opt_step:149504 lr:1.079e-05 clip_eps:0.1 entropy:0.7379 +2026-01-07 22:38:55 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:54425.00 total_reward_ma:52628.20 loss:0.04491 fps:1504 +frame:9.58e+06 wall_t:6371 t:598750 epi:nan +opt_step:149664 lr:1.054e-05 clip_eps:0.1 entropy:0.6587 +2026-01-07 22:39:02 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:54318.50 total_reward_ma:52669.89 loss:0.0611 fps:1504 +frame:9.59e+06 wall_t:6377 t:599375 epi:nan +opt_step:149824 lr:1.028e-05 clip_eps:0.1 entropy:0.6665 +2026-01-07 22:39:08 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:54276.00 total_reward_ma:52709.73 loss:0.04581 fps:1504 +frame:9.60e+06 wall_t:6384 t:600000 epi:nan +opt_step:149984 lr:1.003e-05 clip_eps:0.1 entropy:1.014 +2026-01-07 22:39:15 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:54276.00 total_reward_ma:52747.97 loss:0.0355 fps:1504 +frame:9.61e+06 wall_t:6391 t:600625 epi:nan +opt_step:150144 lr:9.77e-06 clip_eps:0.1 entropy:0.8556 +2026-01-07 22:39:22 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:54078.00 total_reward_ma:52781.28 loss:0.05539 fps:1504 +frame:9.62e+06 wall_t:6397 t:601250 epi:nan +opt_step:150304 lr:9.514e-06 clip_eps:0.1 entropy:0.8731 +2026-01-07 22:39:28 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:54140.50 total_reward_ma:52818.64 loss:0.04063 fps:1504 +frame:9.63e+06 wall_t:6404 t:601875 epi:nan +opt_step:150464 lr:9.258e-06 clip_eps:0.1 entropy:1.057 +2026-01-07 22:39:35 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:54323.00 total_reward_ma:52857.84 loss:0.02547 fps:1504 +frame:9.64e+06 wall_t:6410 t:602500 epi:nan +opt_step:150624 lr:9.002e-06 clip_eps:0.1 entropy:1.017 +2026-01-07 22:39:41 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:53985.00 total_reward_ma:52892.36 loss:0.03047 fps:1504 +frame:9.65e+06 wall_t:6416 t:603125 epi:nan +opt_step:150752 lr:8.797e-06 clip_eps:0.1 entropy:0.9639 +2026-01-07 22:39:47 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:53860.50 total_reward_ma:52925.63 loss:0.04212 fps:1504 +frame:9.66e+06 wall_t:6423 t:603750 epi:nan +opt_step:150912 lr:8.541e-06 clip_eps:0.1 entropy:0.8442 +2026-01-07 22:39:53 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:53659.00 total_reward_ma:52956.93 loss:0.05985 fps:1504 +frame:9.67e+06 wall_t:6429 t:604375 epi:nan +opt_step:151072 lr:8.285e-06 clip_eps:0.1 entropy:0.8473 +2026-01-07 22:39:59 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:53659.00 total_reward_ma:52988.06 loss:0.07212 fps:1504 +frame:9.68e+06 wall_t:6435 t:605000 epi:nan +opt_step:151232 lr:8.029e-06 clip_eps:0.1 entropy:0.7152 +2026-01-07 22:40:05 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:53263.00 total_reward_ma:53012.98 loss:0.05292 fps:1504 +frame:9.69e+06 wall_t:6441 t:605625 epi:nan +opt_step:151392 lr:7.773e-06 clip_eps:0.1 entropy:1.085 +2026-01-07 22:40:13 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:52879.00 total_reward_ma:53032.41 loss:0.0519 fps:1504 +frame:9.70e+06 wall_t:6448 t:606250 epi:nan +opt_step:151552 lr:7.517e-06 clip_eps:0.1 entropy:0.87 +2026-01-07 22:40:20 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:52911.50 total_reward_ma:53050.70 loss:0.03866 fps:1504 +frame:9.71e+06 wall_t:6455 t:606875 epi:nan +opt_step:151712 lr:7.261e-06 clip_eps:0.1 entropy:0.8336 +2026-01-07 22:40:26 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:52949.50 total_reward_ma:53067.16 loss:0.07929 fps:1504 +frame:9.72e+06 wall_t:6462 t:607500 epi:nan +opt_step:151872 lr:7.005e-06 clip_eps:0.1 entropy:0.5684 +2026-01-07 22:40:32 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:52997.00 total_reward_ma:53083.20 loss:0.05728 fps:1505 +frame:9.73e+06 wall_t:6467 t:608125 epi:nan +opt_step:152000 lr:6.8e-06 clip_eps:0.1 entropy:0.67 +2026-01-07 22:40:38 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:53032.00 total_reward_ma:53100.35 loss:0.05181 fps:1504 +frame:9.74e+06 wall_t:6474 t:608750 epi:nan +opt_step:152160 lr:6.544e-06 clip_eps:0.1 entropy:0.9987 +2026-01-07 22:40:45 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:53032.00 total_reward_ma:53116.52 loss:0.03139 fps:1505 +frame:9.75e+06 wall_t:6480 t:609375 epi:nan +opt_step:152320 lr:6.288e-06 clip_eps:0.1 entropy:0.9328 +2026-01-07 22:40:51 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:53159.00 total_reward_ma:53132.59 loss:0.037 fps:1505 +frame:9.76e+06 wall_t:6486 t:610000 epi:nan +opt_step:152480 lr:6.032e-06 clip_eps:0.1 entropy:1.051 +2026-01-07 22:40:58 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:53365.00 total_reward_ma:53150.12 loss:0.04365 fps:1505 +frame:9.77e+06 wall_t:6493 t:610625 epi:nan +opt_step:152640 lr:5.776e-06 clip_eps:0.1 entropy:0.9787 +2026-01-07 22:41:05 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:53426.00 total_reward_ma:53171.11 loss:0.05423 fps:1505 +frame:9.78e+06 wall_t:6500 t:611250 epi:nan +opt_step:152800 lr:5.52e-06 clip_eps:0.1 entropy:0.9006 +2026-01-07 22:41:11 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:53361.00 total_reward_ma:53192.27 loss:0.08136 fps:1505 +frame:9.79e+06 wall_t:6507 t:611875 epi:nan +opt_step:152960 lr:5.264e-06 clip_eps:0.1 entropy:0.8501 +2026-01-07 22:41:18 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:53333.00 total_reward_ma:53218.16 loss:0.07095 fps:1505 +frame:9.80e+06 wall_t:6513 t:612500 epi:nan +opt_step:153120 lr:5.008e-06 clip_eps:0.1 entropy:0.742 +2026-01-07 22:41:24 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:53920.50 total_reward_ma:53249.93 loss:0.03025 fps:1505 +frame:9.81e+06 wall_t:6519 t:613125 epi:nan +opt_step:153280 lr:4.752e-06 clip_eps:0.1 entropy:0.5311 +2026-01-07 22:41:29 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:53920.50 total_reward_ma:53281.84 loss:0.03442 fps:1505 +frame:9.82e+06 wall_t:6525 t:613750 epi:nan +opt_step:153408 lr:4.547e-06 clip_eps:0.1 entropy:0.8478 +2026-01-07 22:41:36 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:53899.50 total_reward_ma:53311.61 loss:0.04782 fps:1505 +frame:9.83e+06 wall_t:6531 t:614375 epi:nan +opt_step:153568 lr:4.291e-06 clip_eps:0.1 entropy:0.951 +2026-01-07 22:41:42 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:53996.00 total_reward_ma:53339.86 loss:0.03307 fps:1505 +frame:9.84e+06 wall_t:6537 t:615000 epi:nan +opt_step:153728 lr:4.035e-06 clip_eps:0.1 entropy:0.7497 +2026-01-07 22:41:48 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:53996.00 total_reward_ma:53368.09 loss:0.05187 fps:1505 +frame:9.85e+06 wall_t:6544 t:615625 epi:nan +opt_step:153888 lr:3.779e-06 clip_eps:0.1 entropy:0.757 +2026-01-07 22:41:55 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:53918.00 total_reward_ma:53396.21 loss:0.06266 fps:1505 +frame:9.86e+06 wall_t:6550 t:616250 epi:nan +opt_step:154048 lr:3.523e-06 clip_eps:0.1 entropy:0.8064 +2026-01-07 22:42:01 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:53983.50 total_reward_ma:53427.39 loss:0.05058 fps:1505 +frame:9.87e+06 wall_t:6557 t:616875 epi:nan +opt_step:154208 lr:3.267e-06 clip_eps:0.1 entropy:1.052 +2026-01-07 22:42:08 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:54250.00 total_reward_ma:53453.05 loss:0.04263 fps:1505 +frame:9.88e+06 wall_t:6563 t:617500 epi:nan +opt_step:154368 lr:3.011e-06 clip_eps:0.1 entropy:0.9938 +2026-01-07 22:42:14 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:54152.00 total_reward_ma:53477.18 loss:0.0519 fps:1505 +frame:9.89e+06 wall_t:6570 t:618125 epi:nan +opt_step:154528 lr:2.755e-06 clip_eps:0.1 entropy:0.8009 +2026-01-07 22:42:20 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:54256.00 total_reward_ma:53502.34 loss:0.05451 fps:1505 +frame:9.90e+06 wall_t:6576 t:618750 epi:nan +opt_step:154656 lr:2.55e-06 clip_eps:0.1 entropy:0.6138 +2026-01-07 22:42:26 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:54357.50 total_reward_ma:53528.16 loss:0.05657 fps:1506 +frame:9.91e+06 wall_t:6582 t:619375 epi:nan +opt_step:154816 lr:2.294e-06 clip_eps:0.1 entropy:0.6444 +2026-01-07 22:42:33 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:54357.50 total_reward_ma:53552.18 loss:0.02386 fps:1506 +frame:9.92e+06 wall_t:6588 t:620000 epi:nan +opt_step:154976 lr:2.038e-06 clip_eps:0.1 entropy:1.027 +2026-01-07 22:42:39 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:54263.00 total_reward_ma:53576.36 loss:0.04637 fps:1506 +frame:9.93e+06 wall_t:6595 t:620625 epi:nan +opt_step:155136 lr:1.782e-06 clip_eps:0.1 entropy:0.8933 +2026-01-07 22:42:46 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:54174.50 total_reward_ma:53602.79 loss:0.05144 fps:1506 +frame:9.94e+06 wall_t:6601 t:621250 epi:nan +opt_step:155296 lr:1.526e-06 clip_eps:0.1 entropy:1.021 +2026-01-07 22:42:52 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:54082.00 total_reward_ma:53628.29 loss:0.05421 fps:1506 +frame:9.95e+06 wall_t:6608 t:621875 epi:nan +opt_step:155456 lr:1.27e-06 clip_eps:0.1 entropy:1.019 +2026-01-07 22:42:59 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:54439.50 total_reward_ma:53655.43 loss:0.05996 fps:1506 +frame:9.96e+06 wall_t:6614 t:622500 epi:nan +opt_step:155616 lr:1.014e-06 clip_eps:0.1 entropy:0.8699 +2026-01-07 22:43:05 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:54515.50 total_reward_ma:53680.73 loss:0.04941 fps:1506 +frame:9.97e+06 wall_t:6621 t:623125 epi:nan +opt_step:155776 lr:7.584e-07 clip_eps:0.1 entropy:0.9741 +2026-01-07 22:43:59 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:54490.00 total_reward_ma:53704.98 loss:0.05897 fps:1495 +frame:9.98e+06 wall_t:6674 t:623750 epi:nan +opt_step:155936 lr:5.024e-07 clip_eps:0.1 entropy:0.9175 +2026-01-07 22:44:13 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:54481.50 total_reward_ma:53730.66 loss:0.05163 fps:1493 +frame:9.99e+06 wall_t:6689 t:624375 epi:nan +opt_step:156064 lr:2.976e-07 clip_eps:0.1 entropy:0.9069 +2026-01-07 22:44:20 | INFO | PID:1843 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_defender_t0_s3 [train] +total_reward:54160.50 total_reward_ma:53753.13 loss:0.05253 fps:1494 +frame:1.00e+07 wall_t:6695 t:625000 epi:nan +opt_step:156224 lr:4.16e-08 clip_eps:0.1 entropy:0.9196 +2026-01-07 22:44:21 | INFO | PID:1843 | slm_lab.lib.logger:info | Session 3 done diff --git a/data/ppo_atari_lam70_defender_2026_01_07_205238/ppo_atari_lam70_defender_spec.json b/data/ppo_atari_lam70_defender_2026_01_07_205238/ppo_atari_lam70_defender_spec.json new file mode 100644 index 0000000000000000000000000000000000000000..9817802e2b5f47301cc453992b47aaeaef571208 --- /dev/null +++ b/data/ppo_atari_lam70_defender_2026_01_07_205238/ppo_atari_lam70_defender_spec.json @@ -0,0 +1,113 @@ +{ + "agent": { + "name": "PPO", + "algorithm": { + "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 + }, + "memory": { + "name": "OnPolicyBatchReplay" + }, + "net": { + "type": "ConvNet", + "shared": true, + "conv_hid_layers": [ + [ + 32, + 8, + 4, + 0, + 1 + ], + [ + 64, + 4, + 2, + 0, + 1 + ], + [ + 64, + 3, + 1, + 0, + 1 + ] + ], + "fc_hid_layers": [ + 512 + ], + "hid_layers_activation": "relu", + "init_fn": "orthogonal_", + 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