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0000000000000000000000000000000000000000..3c03992fa64921c3c4e5c3f852a57cd9c0aca7b2 --- /dev/null +++ b/data/ppo_atari_lam85_bankheist_2026_01_07_224300/info/ppo_atari_lam85_bankheist_t0_trial_metrics_scalar.json @@ -0,0 +1,11 @@ +{ + "frame": 10000000.0, + "total_reward_ma": 1044.58056640625, + "strength": 780.0433959960938, + "max_strength": 1051.8333740234375, + "final_strength": 1044.7000732421875, + "sample_efficiency": 1.948415047081653e-07, + "training_efficiency": 1.246183819603175e-05, + "stability": 0.998929500579834, + "consistency": 0.921142041683197 +} \ No newline at end of file diff --git a/data/ppo_atari_lam85_bankheist_2026_01_07_224300/log/ppo_atari_lam85_bankheist_t0.log b/data/ppo_atari_lam85_bankheist_2026_01_07_224300/log/ppo_atari_lam85_bankheist_t0.log new file mode 100644 index 0000000000000000000000000000000000000000..ebc0b36d7633e1ecb763dce9bc848bda6e25814b --- /dev/null +++ b/data/ppo_atari_lam85_bankheist_2026_01_07_224300/log/ppo_atari_lam85_bankheist_t0.log @@ -0,0 +1,5 @@ +2026-01-08 00:43:01 | INFO | PID:2880 | slm_lab.lib.logger:info | trial_metrics: frame:1.00e+07 | total_reward_ma:1044.58 | strength:780 | max_strength:1052 | final_strength:1045 | sample_efficiency:1.948e-07 | training_efficiency:1.246e-05 | stability:0.9989 | consistency:0.9211 +2026-01-08 00:43:01 | INFO | PID:2880 | slm_lab.lib.logger:info | Trial 0 done +2026-01-08 00:43:01 | INFO | PID:2880 | slm_lab.cli.main:run_spec | Output: data/ppo_atari_lam85_bankheist_2026_01_07_224300 +2026-01-08 00:43:01 | INFO | PID:2880 | slm_lab.lib.hf:cleanup_models | Cleanup saved 103.5 MB +2026-01-08 00:43:01 | INFO | PID:2880 | slm_lab.lib.hf:upload | Uploading data/ppo_atari_lam85_bankheist_2026_01_07_224300 to SLM-Lab/benchmark-dev/data/ppo_atari_lam85_bankheist_2026_01_07_224300... diff --git a/data/ppo_atari_lam85_bankheist_2026_01_07_224300/log/ppo_atari_lam85_bankheist_t0_s0.log b/data/ppo_atari_lam85_bankheist_2026_01_07_224300/log/ppo_atari_lam85_bankheist_t0_s0.log new file mode 100644 index 0000000000000000000000000000000000000000..a47b8bddbad0f4398297d9ef92364e4030b08af3 --- /dev/null +++ b/data/ppo_atari_lam85_bankheist_2026_01_07_224300/log/ppo_atari_lam85_bankheist_t0_s0.log @@ -0,0 +1,386 @@ +2026-01-07 22:43:04 | INFO | PID:3052 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-07 22:43:40 | INFO | PID:3052 | 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 22:43:40 | INFO | PID:3052 | slm_lab.lib.logger:info | PPO: +algorithm_spec: + name: PPO + action_pdtype: default + action_policy: default + explore_var_spec: null + gamma: 0.99 + lam: 0.85 + 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: 0.85 +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 22:43:51 | INFO | PID:3052 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_bankheist_t0_s0 [train] +total_reward:11.33 total_reward_ma:11.33 loss:-0.02411 fps:232.6 +frame:1.00e+04 wall_t:43 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:2.475 +2026-01-07 22:43:59 | INFO | PID:3052 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_bankheist_t0_s0 [train] +total_reward:11.29 total_reward_ma:11.31 loss:-0.02516 fps:384.6 +frame:2.00e+04 wall_t:52 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:2.357 +2026-01-07 22:44:07 | INFO | PID:3052 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_bankheist_t0_s0 [train] +total_reward:13.06 total_reward_ma:11.89 loss:-0.02985 fps:508.5 +frame:3.00e+04 wall_t:59 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:2.474 +2026-01-07 22:44:16 | INFO | PID:3052 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_bankheist_t0_s0 [train] +total_reward:12.54 total_reward_ma:12.06 loss:-0.02677 fps:579.7 +frame:4.00e+04 wall_t:69 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:2.407 +2026-01-07 22:44:27 | INFO | PID:3052 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_bankheist_t0_s0 [train] +total_reward:12.93 total_reward_ma:12.23 loss:-0.02386 fps:632.9 +frame:5.00e+04 wall_t:79 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:2.372 +2026-01-07 22:44:38 | INFO | PID:3052 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_bankheist_t0_s0 [train] +total_reward:13.00 total_reward_ma:12.36 loss:-0.02603 fps:666.7 +frame:6.00e+04 wall_t:90 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:2.274 +2026-01-07 22:44:46 | INFO | PID:3052 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_bankheist_t0_s0 [train] +total_reward:13.80 total_reward_ma:12.56 loss:-0.02814 fps:707.1 +frame:7.00e+04 wall_t:99 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:2.399 +2026-01-07 22:44:55 | INFO | PID:3052 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_bankheist_t0_s0 [train] +total_reward:14.20 total_reward_ma:12.77 loss:-0.02988 fps:747.7 +frame:8.00e+04 wall_t:107 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:2.421 +2026-01-07 22:45:02 | INFO | PID:3052 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_bankheist_t0_s0 [train] +total_reward:15.00 total_reward_ma:13.02 loss:-0.03301 fps:782.6 +frame:9.00e+04 wall_t:115 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:2.561 +2026-01-07 22:45:10 | INFO | PID:3052 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_bankheist_t0_s0 [train] +total_reward:14.90 total_reward_ma:13.20 loss:-0.03262 fps:819.7 +frame:1.00e+05 wall_t:122 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:2.678 +2026-01-07 22:45:18 | INFO | PID:3052 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_bankheist_t0_s0 [train] +total_reward:15.70 total_reward_ma:13.43 loss:-0.03081 fps:846.2 +frame:1.10e+05 wall_t:130 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:2.616 +2026-01-07 22:45:28 | INFO | PID:3052 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_bankheist_t0_s0 [train] +total_reward:16.00 total_reward_ma:13.65 loss:-0.0334 fps:857.1 +frame:1.20e+05 wall_t:140 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:2.656 +2026-01-07 22:45:37 | INFO | PID:3052 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_bankheist_t0_s0 [train] +total_reward:15.60 total_reward_ma:13.80 loss:-0.03416 fps:866.7 +frame:1.30e+05 wall_t:150 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:2.64 +2026-01-07 22:45:46 | INFO | PID:3052 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_bankheist_t0_s0 [train] +total_reward:15.40 total_reward_ma:13.91 loss:-0.03167 fps:886.1 +frame:1.40e+05 wall_t:158 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:2.612 +2026-01-07 22:45:54 | INFO | PID:3052 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_bankheist_t0_s0 [train] +total_reward:15.90 total_reward_ma:14.04 loss:-0.03266 fps:898.2 +frame:1.50e+05 wall_t:167 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:2.648 +2026-01-07 22:46:03 | INFO | PID:3052 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_bankheist_t0_s0 [train] +total_reward:16.60 total_reward_ma:14.20 loss:-0.03113 fps:914.3 +frame:1.60e+05 wall_t:175 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:2.561 +2026-01-07 22:46:11 | INFO | PID:3052 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_bankheist_t0_s0 [train] +total_reward:17.60 total_reward_ma:14.40 loss:-0.03352 fps:929 +frame:1.70e+05 wall_t:183 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:2.552 +2026-01-07 22:46:18 | INFO | PID:3052 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_bankheist_t0_s0 [train] +total_reward:17.30 total_reward_ma:14.56 loss:-0.02956 fps:942.4 +frame:1.80e+05 wall_t:191 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:2.443 +2026-01-07 22:46:27 | INFO | PID:3052 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_bankheist_t0_s0 [train] +total_reward:17.80 total_reward_ma:14.73 loss:-0.02788 fps:950 +frame:1.90e+05 wall_t:200 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:2.422 +2026-01-07 22:46:36 | INFO | PID:3052 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_bankheist_t0_s0 [train] +total_reward:17.70 total_reward_ma:14.88 loss:-0.03083 fps:956.9 +frame:2.00e+05 wall_t:209 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:2.527 +2026-01-07 22:46:44 | INFO | PID:3052 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_bankheist_t0_s0 [train] +total_reward:18.00 total_reward_ma:15.03 loss:-0.03241 fps:967.7 +frame:2.10e+05 wall_t:217 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:2.618 +2026-01-07 22:46:52 | INFO | PID:3052 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_bankheist_t0_s0 [train] +total_reward:17.60 total_reward_ma:15.15 loss:-0.02784 fps:977.8 +frame:2.20e+05 wall_t:225 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:2.461 +2026-01-07 22:47:00 | INFO | PID:3052 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_bankheist_t0_s0 [train] +total_reward:18.60 total_reward_ma:15.30 loss:-0.02685 fps:987.1 +frame:2.30e+05 wall_t:233 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:2.405 +2026-01-07 22:47:08 | INFO | PID:3052 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_bankheist_t0_s0 [train] +total_reward:19.10 total_reward_ma:15.46 loss:-0.02659 fps:995.9 +frame:2.40e+05 wall_t:241 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:2.26 +2026-01-07 22:47:17 | INFO | PID:3052 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_bankheist_t0_s0 [train] +total_reward:20.10 total_reward_ma:15.64 loss:-0.0291 fps:1004 +frame:2.50e+05 wall_t:249 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:2.329 +2026-01-07 22:47:25 | INFO | PID:3052 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_bankheist_t0_s0 [train] +total_reward:20.20 total_reward_ma:15.82 loss:-0.02594 fps:1012 +frame:2.60e+05 wall_t:257 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:2.168 +2026-01-07 22:47:34 | INFO | PID:3052 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_bankheist_t0_s0 [train] +total_reward:19.80 total_reward_ma:15.96 loss:-0.02612 fps:1015 +frame:2.70e+05 wall_t:266 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:2.231 +2026-01-07 22:47:43 | INFO | PID:3052 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_bankheist_t0_s0 [train] +total_reward:19.20 total_reward_ma:16.08 loss:-0.02625 fps:1018 +frame:2.80e+05 wall_t:275 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:2.308 +2026-01-07 22:47:51 | INFO | PID:3052 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_bankheist_t0_s0 [train] +total_reward:19.20 total_reward_ma:16.19 loss:-0.02806 fps:1021 +frame:2.90e+05 wall_t:284 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:2.297 +2026-01-07 22:47:59 | INFO | PID:3052 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_bankheist_t0_s0 [train] +total_reward:19.80 total_reward_ma:16.31 loss:-0.0254 fps:1027 +frame:3.00e+05 wall_t:292 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:2.258 +2026-01-07 22:48:08 | INFO | PID:3052 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_bankheist_t0_s0 [train] +total_reward:20.30 total_reward_ma:16.44 loss:-0.02546 fps:1030 +frame:3.10e+05 wall_t:301 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:2.305 +2026-01-07 22:48:16 | INFO | PID:3052 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_bankheist_t0_s0 [train] +total_reward:21.70 total_reward_ma:16.60 loss:-0.02515 fps:1036 +frame:3.20e+05 wall_t:309 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:2.156 +2026-01-07 22:48:25 | INFO | PID:3052 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_bankheist_t0_s0 [train] +total_reward:22.30 total_reward_ma:16.77 loss:-0.02378 fps:1041 +frame:3.30e+05 wall_t:317 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:2.14 +2026-01-07 22:48:34 | INFO | PID:3052 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_bankheist_t0_s0 [train] +total_reward:22.90 total_reward_ma:16.95 loss:-0.03026 fps:1040 +frame:3.40e+05 wall_t:327 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:2.376 +2026-01-07 22:48:42 | INFO | PID:3052 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_bankheist_t0_s0 [train] +total_reward:23.20 total_reward_ma:17.13 loss:-0.02458 fps:1045 +frame:3.50e+05 wall_t:335 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:2.115 +2026-01-07 22:48:50 | INFO | PID:3052 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_bankheist_t0_s0 [train] +total_reward:24.00 total_reward_ma:17.32 loss:-0.0246 fps:1050 +frame:3.60e+05 wall_t:343 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:2.177 +2026-01-07 22:48:58 | INFO | PID:3052 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_bankheist_t0_s0 [train] +total_reward:24.00 total_reward_ma:17.50 loss:-0.02667 fps:1054 +frame:3.70e+05 wall_t:351 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:2.176 +2026-01-07 22:49:07 | INFO | PID:3052 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_bankheist_t0_s0 [train] +total_reward:24.70 total_reward_ma:17.69 loss:-0.02462 fps:1058 +frame:3.80e+05 wall_t:359 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:2.199 +2026-01-07 22:49:15 | INFO | PID:3052 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_bankheist_t0_s0 [train] +total_reward:24.70 total_reward_ma:17.87 loss:-0.02366 fps:1060 +frame:3.90e+05 wall_t:368 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:2.253 +2026-01-07 22:49:24 | INFO | PID:3052 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_bankheist_t0_s0 [train] +total_reward:25.70 total_reward_ma:18.07 loss:-0.0254 fps:1061 +frame:4.00e+05 wall_t:377 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:2.322 +2026-01-07 22:49:33 | INFO | PID:3052 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_bankheist_t0_s0 [train] +total_reward:26.40 total_reward_ma:18.27 loss:-0.02723 fps:1062 +frame:4.10e+05 wall_t:386 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:2.246 +2026-01-07 22:49:43 | INFO | PID:3052 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_bankheist_t0_s0 [train] +total_reward:26.00 total_reward_ma:18.46 loss:-0.02511 fps:1061 +frame:4.20e+05 wall_t:396 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:2.118 +2026-01-07 22:49:52 | INFO | PID:3052 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_bankheist_t0_s0 [train] +total_reward:26.50 total_reward_ma:18.64 loss:-0.02438 fps:1062 +frame:4.30e+05 wall_t:405 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:2.232 +2026-01-07 22:50:02 | INFO | PID:3052 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_bankheist_t0_s0 [train] +total_reward:27.10 total_reward_ma:18.84 loss:-0.02594 fps:1063 +frame:4.40e+05 wall_t:414 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:2.13 +2026-01-07 22:50:11 | INFO | PID:3052 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_bankheist_t0_s0 [train] +total_reward:27.60 total_reward_ma:19.03 loss:-0.02443 fps:1064 +frame:4.50e+05 wall_t:423 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:2.107 +2026-01-07 22:50:20 | INFO | PID:3052 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_bankheist_t0_s0 [train] +total_reward:29.70 total_reward_ma:19.26 loss:-0.02845 fps:1065 +frame:4.60e+05 wall_t:432 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:2.068 +2026-01-07 22:50:28 | INFO | PID:3052 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_bankheist_t0_s0 [train] +total_reward:29.40 total_reward_ma:19.48 loss:-0.02304 fps:1068 +frame:4.70e+05 wall_t:440 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:2.089 +2026-01-07 22:50:36 | INFO | PID:3052 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_bankheist_t0_s0 [train] +total_reward:31.20 total_reward_ma:19.72 loss:-0.02344 fps:1071 +frame:4.80e+05 wall_t:448 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:2.126 +2026-01-07 22:50:44 | INFO | PID:3052 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_bankheist_t0_s0 [train] +total_reward:31.90 total_reward_ma:19.97 loss:-0.02818 fps:1072 +frame:4.90e+05 wall_t:457 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:2.167 +2026-01-07 22:50:53 | INFO | PID:3052 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_bankheist_t0_s0 [train] +total_reward:32.60 total_reward_ma:20.22 loss:-0.02967 fps:1075 +frame:5.00e+05 wall_t:465 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:2.16 +2026-01-07 22:51:02 | INFO | PID:3052 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_bankheist_t0_s0 [train] +total_reward:31.30 total_reward_ma:20.44 loss:-0.02505 fps:1076 +frame:5.10e+05 wall_t:474 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:2.095 +2026-01-07 22:51:09 | INFO | PID:3052 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_bankheist_t0_s0 [train] +total_reward:31.60 total_reward_ma:20.65 loss:-0.02068 fps:1079 +frame:5.20e+05 wall_t:482 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:2.07 +2026-01-07 22:51:17 | INFO | PID:3052 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_bankheist_t0_s0 [train] +total_reward:32.20 total_reward_ma:20.87 loss:-0.02561 fps:1082 +frame:5.30e+05 wall_t:490 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:2.175 +2026-01-07 22:51:26 | INFO | PID:3052 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_bankheist_t0_s0 [train] +total_reward:32.40 total_reward_ma:21.09 loss:-0.02431 fps:1084 +frame:5.40e+05 wall_t:498 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:2.153 +2026-01-07 22:51:34 | INFO | PID:3052 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_bankheist_t0_s0 [train] +total_reward:32.50 total_reward_ma:21.29 loss:-0.02265 fps:1085 +frame:5.50e+05 wall_t:507 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:1.859 +2026-01-07 22:51:42 | INFO | PID:3052 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_bankheist_t0_s0 [train] +total_reward:32.90 total_reward_ma:21.50 loss:-0.02775 fps:1089 +frame:5.60e+05 wall_t:514 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:2.085 +2026-01-07 22:51:50 | INFO | PID:3052 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_bankheist_t0_s0 [train] +total_reward:34.90 total_reward_ma:21.74 loss:-0.02332 fps:1090 +frame:5.70e+05 wall_t:523 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:2.005 +2026-01-07 22:52:00 | INFO | PID:3052 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_bankheist_t0_s0 [train] +total_reward:35.10 total_reward_ma:21.97 loss:-0.0253 fps:1088 +frame:5.80e+05 wall_t:533 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:2.004 +2026-01-07 22:52:09 | INFO | PID:3052 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_bankheist_t0_s0 [train] +total_reward:35.00 total_reward_ma:22.19 loss:-0.02384 fps:1091 +frame:5.90e+05 wall_t:541 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:2.054 +2026-01-07 22:52:17 | INFO | PID:3052 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_bankheist_t0_s0 [train] +total_reward:35.60 total_reward_ma:22.41 loss:-0.02207 fps:1093 +frame:6.00e+05 wall_t:549 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:1.963 +2026-01-07 22:52:26 | INFO | PID:3052 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_bankheist_t0_s0 [train] +total_reward:35.80 total_reward_ma:22.63 loss:-0.02282 fps:1093 +frame:6.10e+05 wall_t:558 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:1.81 +2026-01-07 22:52:34 | INFO | PID:3052 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_bankheist_t0_s0 [train] +total_reward:34.50 total_reward_ma:22.82 loss:-0.02167 fps:1093 +frame:6.20e+05 wall_t:567 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:1.92 +2026-01-07 22:52:43 | INFO | PID:3052 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_bankheist_t0_s0 [train] +total_reward:35.70 total_reward_ma:23.03 loss:-0.02203 fps:1094 +frame:6.30e+05 wall_t:576 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:1.892 +2026-01-07 22:52:52 | INFO | PID:3052 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_bankheist_t0_s0 [train] +total_reward:37.20 total_reward_ma:23.25 loss:-0.01904 fps:1094 +frame:6.40e+05 wall_t:585 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:1.984 +2026-01-07 22:53:01 | INFO | PID:3052 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_bankheist_t0_s0 [train] +total_reward:37.50 total_reward_ma:23.47 loss:-0.0245 fps:1096 +frame:6.50e+05 wall_t:593 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:1.959 +2026-01-07 22:53:09 | INFO | PID:3052 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_bankheist_t0_s0 [train] +total_reward:37.80 total_reward_ma:23.68 loss:-0.02306 fps:1096 +frame:6.60e+05 wall_t:602 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:1.995 diff --git a/data/ppo_atari_lam85_bankheist_2026_01_07_224300/log/ppo_atari_lam85_bankheist_t0_s1.log b/data/ppo_atari_lam85_bankheist_2026_01_07_224300/log/ppo_atari_lam85_bankheist_t0_s1.log new file mode 100644 index 0000000000000000000000000000000000000000..ede1728117024e74df015e5dfa17834a3319bce5 --- /dev/null +++ b/data/ppo_atari_lam85_bankheist_2026_01_07_224300/log/ppo_atari_lam85_bankheist_t0_s1.log @@ -0,0 +1,4002 @@ +2026-01-07 22:43:04 | INFO | PID:3053 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-07 22:43:50 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:6.15 total_reward_ma:6.15 loss:-0.03083 fps:232.6 +frame:1.00e+04 wall_t:43 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:2.731 +2026-01-07 22:43:59 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:10.65 total_reward_ma:8.40 loss:-0.03313 fps:392.2 +frame:2.00e+04 wall_t:51 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:2.763 +2026-01-07 22:44:06 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:13.47 total_reward_ma:10.09 loss:-0.03567 fps:508.5 +frame:3.00e+04 wall_t:59 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:2.776 +2026-01-07 22:44:15 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:14.33 total_reward_ma:11.15 loss:-0.03615 fps:588.2 +frame:4.00e+04 wall_t:68 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:2.75 +2026-01-07 22:44:25 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:14.94 total_reward_ma:11.91 loss:-0.03174 fps:641 +frame:5.00e+04 wall_t:78 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:2.666 +2026-01-07 22:44:38 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:15.40 total_reward_ma:12.49 loss:-0.03227 fps:666.7 +frame:6.00e+04 wall_t:90 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:2.689 +2026-01-07 22:44:46 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:17.10 total_reward_ma:13.15 loss:-0.02969 fps:714.3 +frame:7.00e+04 wall_t:98 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:2.607 +2026-01-07 22:44:54 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:17.60 total_reward_ma:13.70 loss:-0.02894 fps:747.7 +frame:8.00e+04 wall_t:107 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:2.604 +2026-01-07 22:45:01 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:16.70 total_reward_ma:14.04 loss:-0.02857 fps:789.5 +frame:9.00e+04 wall_t:114 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:2.575 +2026-01-07 22:45:09 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:17.00 total_reward_ma:14.33 loss:-0.03037 fps:819.7 +frame:1.00e+05 wall_t:122 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:2.572 +2026-01-07 22:45:17 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:17.10 total_reward_ma:14.59 loss:-0.0332 fps:852.7 +frame:1.10e+05 wall_t:129 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:2.567 +2026-01-07 22:45:26 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:16.80 total_reward_ma:14.77 loss:-0.02897 fps:863.3 +frame:1.20e+05 wall_t:139 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:2.569 +2026-01-07 22:45:35 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:16.50 total_reward_ma:14.90 loss:-0.03097 fps:884.4 +frame:1.30e+05 wall_t:147 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:2.558 +2026-01-07 22:45:43 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:17.10 total_reward_ma:15.06 loss:-0.03116 fps:903.2 +frame:1.40e+05 wall_t:155 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:2.635 +2026-01-07 22:45:50 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:17.10 total_reward_ma:15.20 loss:-0.03304 fps:920.2 +frame:1.50e+05 wall_t:163 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:2.626 +2026-01-07 22:45:59 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:17.50 total_reward_ma:15.34 loss:-0.02965 fps:935.7 +frame:1.60e+05 wall_t:171 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:2.557 +2026-01-07 22:46:07 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:18.00 total_reward_ma:15.50 loss:-0.03091 fps:944.4 +frame:1.70e+05 wall_t:180 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:2.555 +2026-01-07 22:46:14 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:19.50 total_reward_ma:15.72 loss:-0.03247 fps:962.6 +frame:1.80e+05 wall_t:187 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:2.487 +2026-01-07 22:46:22 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:20.00 total_reward_ma:15.94 loss:-0.03004 fps:974.4 +frame:1.90e+05 wall_t:195 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:2.423 +2026-01-07 22:46:30 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:20.50 total_reward_ma:16.17 loss:-0.03164 fps:985.2 +frame:2.00e+05 wall_t:203 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:2.402 +2026-01-07 22:46:38 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:21.70 total_reward_ma:16.44 loss:-0.03027 fps:995.3 +frame:2.10e+05 wall_t:211 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:2.39 +2026-01-07 22:46:45 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:22.10 total_reward_ma:16.69 loss:-0.0294 fps:1009 +frame:2.20e+05 wall_t:218 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:2.401 +2026-01-07 22:46:53 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:22.70 total_reward_ma:16.95 loss:-0.02954 fps:1018 +frame:2.30e+05 wall_t:226 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:2.436 +2026-01-07 22:47:01 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:22.40 total_reward_ma:17.18 loss:-0.02824 fps:1026 +frame:2.40e+05 wall_t:234 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:2.381 +2026-01-07 22:47:09 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:23.60 total_reward_ma:17.44 loss:-0.03045 fps:1033 +frame:2.50e+05 wall_t:242 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:2.413 +2026-01-07 22:47:16 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:22.60 total_reward_ma:17.64 loss:-0.0286 fps:1044 +frame:2.60e+05 wall_t:249 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:2.419 +2026-01-07 22:47:24 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:23.90 total_reward_ma:17.87 loss:-0.02887 fps:1051 +frame:2.70e+05 wall_t:257 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:2.375 +2026-01-07 22:47:32 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:25.10 total_reward_ma:18.13 loss:-0.02631 fps:1057 +frame:2.80e+05 wall_t:265 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:2.367 +2026-01-07 22:47:41 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:25.30 total_reward_ma:18.37 loss:-0.02998 fps:1058 +frame:2.90e+05 wall_t:274 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:2.343 +2026-01-07 22:47:49 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:25.00 total_reward_ma:18.59 loss:-0.02799 fps:1068 +frame:3.00e+05 wall_t:281 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:2.422 +2026-01-07 22:47:57 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:25.80 total_reward_ma:18.83 loss:-0.02893 fps:1073 +frame:3.10e+05 wall_t:289 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:2.394 +2026-01-07 22:48:04 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:27.30 total_reward_ma:19.09 loss:-0.03172 fps:1077 +frame:3.20e+05 wall_t:297 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:2.351 +2026-01-07 22:48:12 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:26.80 total_reward_ma:19.33 loss:-0.02568 fps:1082 +frame:3.30e+05 wall_t:305 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:2.171 +2026-01-07 22:48:20 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:26.90 total_reward_ma:19.55 loss:-0.02358 fps:1086 +frame:3.40e+05 wall_t:313 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:2.145 +2026-01-07 22:48:27 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:27.70 total_reward_ma:19.78 loss:-0.02347 fps:1094 +frame:3.50e+05 wall_t:320 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:2.035 +2026-01-07 22:48:36 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:29.90 total_reward_ma:20.06 loss:-0.02252 fps:1094 +frame:3.60e+05 wall_t:329 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:2.083 +2026-01-07 22:48:45 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:30.70 total_reward_ma:20.35 loss:-0.02475 fps:1095 +frame:3.70e+05 wall_t:338 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:2.134 +2026-01-07 22:48:53 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:32.00 total_reward_ma:20.66 loss:-0.02424 fps:1101 +frame:3.80e+05 wall_t:345 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:1.971 +2026-01-07 22:49:00 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:31.30 total_reward_ma:20.93 loss:-0.02222 fps:1105 +frame:3.90e+05 wall_t:353 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:1.989 +2026-01-07 22:49:08 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:31.70 total_reward_ma:21.20 loss:-0.02315 fps:1108 +frame:4.00e+05 wall_t:361 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:2.018 +2026-01-07 22:49:17 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:30.50 total_reward_ma:21.43 loss:-0.02246 fps:1108 +frame:4.10e+05 wall_t:370 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:2.007 +2026-01-07 22:49:25 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:30.00 total_reward_ma:21.63 loss:-0.02622 fps:1111 +frame:4.20e+05 wall_t:378 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:2.044 +2026-01-07 22:49:33 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:30.30 total_reward_ma:21.83 loss:-0.01954 fps:1117 +frame:4.30e+05 wall_t:385 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:1.834 +2026-01-07 22:49:42 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:32.10 total_reward_ma:22.06 loss:-0.02125 fps:1114 +frame:4.40e+05 wall_t:395 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:1.851 +2026-01-07 22:49:49 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:33.70 total_reward_ma:22.32 loss:-0.02363 fps:1119 +frame:4.50e+05 wall_t:402 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:1.837 +2026-01-07 22:49:57 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:34.90 total_reward_ma:22.60 loss:-0.0168 fps:1122 +frame:4.60e+05 wall_t:410 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:1.751 +2026-01-07 22:50:06 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:38.40 total_reward_ma:22.93 loss:-0.0178 fps:1122 +frame:4.70e+05 wall_t:419 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:1.654 +2026-01-07 22:50:14 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:37.60 total_reward_ma:23.24 loss:-0.0183 fps:1127 +frame:4.80e+05 wall_t:426 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:1.582 +2026-01-07 22:50:22 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:39.40 total_reward_ma:23.57 loss:-0.01839 fps:1126 +frame:4.90e+05 wall_t:435 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:1.68 +2026-01-07 22:50:30 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:37.40 total_reward_ma:23.84 loss:-0.01948 fps:1129 +frame:5.00e+05 wall_t:443 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:1.731 +2026-01-07 22:50:38 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:37.90 total_reward_ma:24.12 loss:-0.02441 fps:1131 +frame:5.10e+05 wall_t:451 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:2.006 +2026-01-07 22:50:45 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:38.50 total_reward_ma:24.40 loss:-0.02435 fps:1135 +frame:5.20e+05 wall_t:458 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:1.941 +2026-01-07 22:50:53 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:38.70 total_reward_ma:24.67 loss:-0.01865 fps:1137 +frame:5.30e+05 wall_t:466 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:1.93 +2026-01-07 22:51:02 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:38.70 total_reward_ma:24.93 loss:-0.02267 fps:1139 +frame:5.40e+05 wall_t:474 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:1.98 +2026-01-07 22:51:10 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:38.30 total_reward_ma:25.17 loss:-0.02339 fps:1141 +frame:5.50e+05 wall_t:482 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:1.889 +2026-01-07 22:51:18 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:39.30 total_reward_ma:25.42 loss:-0.02118 fps:1141 +frame:5.60e+05 wall_t:491 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:1.809 +2026-01-07 22:51:26 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:39.00 total_reward_ma:25.66 loss:-0.02294 fps:1142 +frame:5.70e+05 wall_t:499 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:1.93 +2026-01-07 22:51:35 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:37.40 total_reward_ma:25.86 loss:-0.02509 fps:1144 +frame:5.80e+05 wall_t:507 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:2.065 +2026-01-07 22:51:42 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:37.80 total_reward_ma:26.07 loss:-0.02109 fps:1146 +frame:5.90e+05 wall_t:515 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:1.83 +2026-01-07 22:51:50 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:37.70 total_reward_ma:26.26 loss:-0.01468 fps:1149 +frame:6.00e+05 wall_t:522 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:1.611 +2026-01-07 22:51:59 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:39.30 total_reward_ma:26.47 loss:-0.02079 fps:1147 +frame:6.10e+05 wall_t:532 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:1.849 +2026-01-07 22:52:07 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:41.30 total_reward_ma:26.71 loss:-0.02025 fps:1150 +frame:6.20e+05 wall_t:539 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:1.715 +2026-01-07 22:52:15 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:41.70 total_reward_ma:26.95 loss:-0.02079 fps:1150 +frame:6.30e+05 wall_t:548 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:1.775 +2026-01-07 22:52:23 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:44.00 total_reward_ma:27.22 loss:-0.01243 fps:1153 +frame:6.40e+05 wall_t:555 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:1.599 +2026-01-07 22:52:31 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:45.90 total_reward_ma:27.50 loss:-0.01856 fps:1152 +frame:6.50e+05 wall_t:564 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:1.65 +2026-01-07 22:52:40 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:46.90 total_reward_ma:27.80 loss:-0.01658 fps:1152 +frame:6.60e+05 wall_t:573 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:1.624 +2026-01-07 22:52:49 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:47.90 total_reward_ma:28.10 loss:-0.02174 fps:1151 +frame:6.70e+05 wall_t:582 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:1.721 +2026-01-07 22:52:58 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:47.20 total_reward_ma:28.38 loss:-0.01898 fps:1151 +frame:6.80e+05 wall_t:591 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:1.568 +2026-01-07 22:53:06 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:46.60 total_reward_ma:28.64 loss:-0.02335 fps:1154 +frame:6.90e+05 wall_t:598 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:1.871 +2026-01-07 22:53:14 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:45.30 total_reward_ma:28.88 loss:-0.01785 fps:1153 +frame:7.00e+05 wall_t:607 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:1.787 +2026-01-07 22:53:21 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:44.20 total_reward_ma:29.10 loss:-0.01922 fps:1158 +frame:7.10e+05 wall_t:613 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:1.8 +2026-01-07 22:53:28 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:44.80 total_reward_ma:29.31 loss:-0.02174 fps:1161 +frame:7.20e+05 wall_t:620 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:2.075 +2026-01-07 22:53:35 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:44.00 total_reward_ma:29.52 loss:-0.01931 fps:1164 +frame:7.30e+05 wall_t:627 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:1.824 +2026-01-07 22:53:42 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:45.40 total_reward_ma:29.73 loss:-0.01888 fps:1167 +frame:7.40e+05 wall_t:634 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:1.828 +2026-01-07 22:53:49 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:45.20 total_reward_ma:29.94 loss:-0.02132 fps:1170 +frame:7.50e+05 wall_t:641 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:1.82 +2026-01-07 22:53:56 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:45.00 total_reward_ma:30.13 loss:-0.01746 fps:1173 +frame:7.60e+05 wall_t:648 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:1.723 +2026-01-07 22:54:02 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:45.10 total_reward_ma:30.33 loss:-0.0205 fps:1176 +frame:7.70e+05 wall_t:655 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:1.727 +2026-01-07 22:54:09 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:45.30 total_reward_ma:30.52 loss:-0.02045 fps:1178 +frame:7.80e+05 wall_t:662 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:1.776 +2026-01-07 22:54:16 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:45.40 total_reward_ma:30.71 loss:-0.02202 fps:1183 +frame:7.90e+05 wall_t:668 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:1.783 +2026-01-07 22:54:22 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:45.10 total_reward_ma:30.89 loss:-0.02206 fps:1185 +frame:8.00e+05 wall_t:675 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:1.727 +2026-01-07 22:54:29 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:46.50 total_reward_ma:31.08 loss:-0.01862 fps:1188 +frame:8.10e+05 wall_t:682 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:1.879 +2026-01-07 22:54:36 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:48.80 total_reward_ma:31.30 loss:-0.02135 fps:1190 +frame:8.20e+05 wall_t:689 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:1.885 +2026-01-07 22:54:44 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:49.20 total_reward_ma:31.51 loss:-0.02325 fps:1193 +frame:8.30e+05 wall_t:696 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:1.781 +2026-01-07 22:54:50 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:49.90 total_reward_ma:31.73 loss:-0.02161 fps:1195 +frame:8.40e+05 wall_t:703 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:1.886 +2026-01-07 22:54:57 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:51.90 total_reward_ma:31.97 loss:-0.02275 fps:1197 +frame:8.50e+05 wall_t:710 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:1.984 +2026-01-07 22:55:03 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:52.20 total_reward_ma:32.21 loss:-0.02322 fps:1201 +frame:8.60e+05 wall_t:716 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:1.997 +2026-01-07 22:55:10 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:51.50 total_reward_ma:32.43 loss:-0.02302 fps:1205 +frame:8.70e+05 wall_t:722 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:2.005 +2026-01-07 22:55:16 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:51.40 total_reward_ma:32.64 loss:-0.01992 fps:1207 +frame:8.80e+05 wall_t:729 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:2.059 +2026-01-07 22:55:23 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:51.30 total_reward_ma:32.85 loss:-0.02337 fps:1209 +frame:8.90e+05 wall_t:736 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:1.946 +2026-01-07 22:55:31 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:51.80 total_reward_ma:33.06 loss:-0.02195 fps:1211 +frame:9.00e+05 wall_t:743 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:1.987 +2026-01-07 22:55:38 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:51.00 total_reward_ma:33.26 loss:-0.0245 fps:1213 +frame:9.10e+05 wall_t:750 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:2.058 +2026-01-07 22:55:45 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:50.80 total_reward_ma:33.45 loss:-0.02614 fps:1214 +frame:9.20e+05 wall_t:758 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:2.077 +2026-01-07 22:55:53 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:51.70 total_reward_ma:33.65 loss:-0.02375 fps:1216 +frame:9.30e+05 wall_t:765 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:1.845 +2026-01-07 22:55:59 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:51.80 total_reward_ma:33.84 loss:-0.02541 fps:1218 +frame:9.40e+05 wall_t:772 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:1.882 +2026-01-07 22:56:06 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:51.60 total_reward_ma:34.03 loss:-0.02213 fps:1221 +frame:9.50e+05 wall_t:778 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:1.944 +2026-01-07 22:56:13 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:51.80 total_reward_ma:34.21 loss:-0.02252 fps:1223 +frame:9.60e+05 wall_t:785 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:1.784 +2026-01-07 22:56:20 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:51.90 total_reward_ma:34.39 loss:-0.02245 fps:1225 +frame:9.70e+05 wall_t:792 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:1.875 +2026-01-07 22:56:26 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:53.50 total_reward_ma:34.59 loss:-0.02329 fps:1227 +frame:9.80e+05 wall_t:799 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:1.932 +2026-01-07 22:56:33 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:53.30 total_reward_ma:34.78 loss:-0.02297 fps:1228 +frame:9.90e+05 wall_t:806 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:2.026 +2026-01-07 22:56:40 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:53.30 total_reward_ma:34.96 loss:-0.02302 fps:1230 +frame:1.00e+06 wall_t:813 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:1.841 +2026-01-07 22:56:47 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:53.30 total_reward_ma:35.43 loss:-0.02235 fps:1233 +frame:1.01e+06 wall_t:819 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:1.868 +2026-01-07 22:56:54 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:53.80 total_reward_ma:35.87 loss:-0.02052 fps:1235 +frame:1.02e+06 wall_t:826 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:1.963 +2026-01-07 22:57:00 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:55.00 total_reward_ma:36.28 loss:-0.02244 fps:1236 +frame:1.03e+06 wall_t:833 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:1.932 +2026-01-07 22:57:07 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:53.60 total_reward_ma:36.67 loss:-0.02263 fps:1238 +frame:1.04e+06 wall_t:840 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:1.941 +2026-01-07 22:57:14 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:55.10 total_reward_ma:37.08 loss:-0.02227 fps:1240 +frame:1.05e+06 wall_t:847 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:1.872 +2026-01-07 22:57:21 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:55.40 total_reward_ma:37.48 loss:-0.0268 fps:1243 +frame:1.06e+06 wall_t:853 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:2.062 +2026-01-07 22:57:29 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:56.80 total_reward_ma:37.87 loss:-0.01998 fps:1243 +frame:1.07e+06 wall_t:861 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:1.829 +2026-01-07 22:57:36 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:56.30 total_reward_ma:38.26 loss:-0.02689 fps:1243 +frame:1.08e+06 wall_t:869 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:1.958 +2026-01-07 22:57:44 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:56.50 total_reward_ma:38.66 loss:-0.02215 fps:1244 +frame:1.09e+06 wall_t:876 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:1.83 +2026-01-07 22:57:51 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:58.70 total_reward_ma:39.07 loss:-0.02248 fps:1244 +frame:1.10e+06 wall_t:884 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:1.959 +2026-01-07 22:57:58 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:60.20 total_reward_ma:39.51 loss:-0.02207 fps:1246 +frame:1.11e+06 wall_t:891 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:1.835 +2026-01-07 22:58:06 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:63.50 total_reward_ma:39.97 loss:-0.01952 fps:1246 +frame:1.12e+06 wall_t:899 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:1.688 +2026-01-07 22:58:14 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:63.70 total_reward_ma:40.44 loss:-0.02096 fps:1246 +frame:1.13e+06 wall_t:907 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:1.776 +2026-01-07 22:58:21 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:65.00 total_reward_ma:40.92 loss:-0.02254 fps:1247 +frame:1.14e+06 wall_t:914 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:1.915 +2026-01-07 22:58:28 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:65.40 total_reward_ma:41.41 loss:-0.02338 fps:1249 +frame:1.15e+06 wall_t:921 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:1.839 +2026-01-07 22:58:35 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:63.40 total_reward_ma:41.87 loss:-0.02278 fps:1250 +frame:1.16e+06 wall_t:928 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:1.779 +2026-01-07 22:58:42 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:63.30 total_reward_ma:42.32 loss:-0.01766 fps:1251 +frame:1.17e+06 wall_t:935 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:1.637 +2026-01-07 22:58:49 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:62.10 total_reward_ma:42.74 loss:-0.02021 fps:1253 +frame:1.18e+06 wall_t:942 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:1.6 +2026-01-07 22:58:57 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:61.10 total_reward_ma:43.16 loss:-0.02683 fps:1254 +frame:1.19e+06 wall_t:949 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:1.903 +2026-01-07 22:59:04 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:62.00 total_reward_ma:43.57 loss:-0.01354 fps:1255 +frame:1.20e+06 wall_t:956 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:1.724 +2026-01-07 22:59:11 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:63.70 total_reward_ma:43.99 loss:-0.01874 fps:1256 +frame:1.21e+06 wall_t:963 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:1.751 +2026-01-07 22:59:17 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:66.10 total_reward_ma:44.43 loss:-0.02177 fps:1258 +frame:1.22e+06 wall_t:970 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:1.904 +2026-01-07 22:59:24 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:64.30 total_reward_ma:44.85 loss:-0.01841 fps:1259 +frame:1.23e+06 wall_t:977 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:1.827 +2026-01-07 22:59:31 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:66.60 total_reward_ma:45.29 loss:-0.02036 fps:1261 +frame:1.24e+06 wall_t:983 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:1.73 +2026-01-07 22:59:37 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:66.80 total_reward_ma:45.72 loss:-0.01751 fps:1263 +frame:1.25e+06 wall_t:990 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:1.488 +2026-01-07 22:59:44 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:68.10 total_reward_ma:46.18 loss:-0.01804 fps:1264 +frame:1.26e+06 wall_t:997 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:1.627 +2026-01-07 22:59:51 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:66.00 total_reward_ma:46.60 loss:-0.01701 fps:1265 +frame:1.27e+06 wall_t:1004 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:1.575 +2026-01-07 22:59:59 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:67.60 total_reward_ma:47.02 loss:-0.01541 fps:1265 +frame:1.28e+06 wall_t:1012 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:1.581 +2026-01-07 23:00:06 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:67.90 total_reward_ma:47.45 loss:-0.02021 fps:1266 +frame:1.29e+06 wall_t:1019 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:1.643 +2026-01-07 23:00:13 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:67.00 total_reward_ma:47.87 loss:-0.01869 fps:1267 +frame:1.30e+06 wall_t:1026 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:1.809 +2026-01-07 23:00:21 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:69.30 total_reward_ma:48.30 loss:-0.02045 fps:1268 +frame:1.31e+06 wall_t:1033 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:1.742 +2026-01-07 23:00:29 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:69.90 total_reward_ma:48.73 loss:-0.01937 fps:1268 +frame:1.32e+06 wall_t:1041 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:1.636 +2026-01-07 23:00:36 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:70.40 total_reward_ma:49.16 loss:-0.02075 fps:1268 +frame:1.33e+06 wall_t:1049 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:1.804 +2026-01-07 23:00:44 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:70.80 total_reward_ma:49.60 loss:-0.01913 fps:1268 +frame:1.34e+06 wall_t:1057 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:1.65 +2026-01-07 23:00:51 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:70.50 total_reward_ma:50.03 loss:-0.01806 fps:1269 +frame:1.35e+06 wall_t:1064 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:1.654 +2026-01-07 23:00:58 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:72.00 total_reward_ma:50.45 loss:-0.0199 fps:1271 +frame:1.36e+06 wall_t:1070 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:1.775 +2026-01-07 23:01:04 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:72.00 total_reward_ma:50.87 loss:-0.01679 fps:1272 +frame:1.37e+06 wall_t:1077 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:1.718 +2026-01-07 23:01:11 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:71.50 total_reward_ma:51.26 loss:-0.01882 fps:1273 +frame:1.38e+06 wall_t:1084 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:1.716 +2026-01-07 23:01:18 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:72.60 total_reward_ma:51.67 loss:-0.01724 fps:1275 +frame:1.39e+06 wall_t:1090 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:1.618 +2026-01-07 23:01:25 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:74.30 total_reward_ma:52.10 loss:-0.01839 fps:1276 +frame:1.40e+06 wall_t:1097 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:1.825 +2026-01-07 23:01:32 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:75.50 total_reward_ma:52.55 loss:-0.01476 fps:1277 +frame:1.41e+06 wall_t:1104 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:1.812 +2026-01-07 23:01:39 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:76.60 total_reward_ma:53.02 loss:-0.02104 fps:1277 +frame:1.42e+06 wall_t:1112 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:1.969 +2026-01-07 23:01:46 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:77.00 total_reward_ma:53.48 loss:-0.02065 fps:1278 +frame:1.43e+06 wall_t:1119 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:1.925 +2026-01-07 23:01:54 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:78.60 total_reward_ma:53.95 loss:-0.02209 fps:1279 +frame:1.44e+06 wall_t:1126 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:1.958 +2026-01-07 23:02:01 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:78.70 total_reward_ma:54.40 loss:-0.02024 fps:1279 +frame:1.45e+06 wall_t:1134 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:1.917 +2026-01-07 23:02:08 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:77.60 total_reward_ma:54.83 loss:-0.02007 fps:1280 +frame:1.46e+06 wall_t:1141 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:1.888 +2026-01-07 23:02:15 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:77.80 total_reward_ma:55.22 loss:-0.01989 fps:1282 +frame:1.47e+06 wall_t:1147 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:1.776 +2026-01-07 23:02:21 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:78.10 total_reward_ma:55.62 loss:-0.01737 fps:1282 +frame:1.48e+06 wall_t:1154 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:1.769 +2026-01-07 23:02:29 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:78.90 total_reward_ma:56.02 loss:-0.01716 fps:1283 +frame:1.49e+06 wall_t:1161 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:1.803 +2026-01-07 23:02:36 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:79.10 total_reward_ma:56.44 loss:-0.01791 fps:1284 +frame:1.50e+06 wall_t:1168 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:1.856 +2026-01-07 23:02:43 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:80.70 total_reward_ma:56.86 loss:-0.0187 fps:1284 +frame:1.51e+06 wall_t:1176 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:1.749 +2026-01-07 23:02:50 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:81.30 total_reward_ma:57.29 loss:-0.01844 fps:1285 +frame:1.52e+06 wall_t:1183 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:1.701 +2026-01-07 23:02:57 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:82.80 total_reward_ma:57.73 loss:-0.02217 fps:1286 +frame:1.53e+06 wall_t:1190 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:2.024 +2026-01-07 23:03:04 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:82.30 total_reward_ma:58.17 loss:-0.02098 fps:1288 +frame:1.54e+06 wall_t:1196 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:1.926 +2026-01-07 23:03:10 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:80.90 total_reward_ma:58.59 loss:-0.01822 fps:1288 +frame:1.55e+06 wall_t:1203 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:1.91 +2026-01-07 23:03:17 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:82.30 total_reward_ma:59.02 loss:-0.02187 fps:1289 +frame:1.56e+06 wall_t:1210 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:1.824 +2026-01-07 23:03:24 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:83.60 total_reward_ma:59.47 loss:-0.0234 fps:1290 +frame:1.57e+06 wall_t:1217 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:1.854 +2026-01-07 23:03:31 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:85.60 total_reward_ma:59.95 loss:-0.01989 fps:1291 +frame:1.58e+06 wall_t:1224 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:1.867 +2026-01-07 23:03:38 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:86.00 total_reward_ma:60.44 loss:-0.02119 fps:1292 +frame:1.59e+06 wall_t:1231 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:1.838 +2026-01-07 23:03:46 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:85.20 total_reward_ma:60.91 loss:-0.01794 fps:1291 +frame:1.60e+06 wall_t:1239 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:1.883 +2026-01-07 23:03:54 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:84.30 total_reward_ma:61.36 loss:-0.02039 fps:1292 +frame:1.61e+06 wall_t:1246 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:1.66 +2026-01-07 23:04:01 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:83.60 total_reward_ma:61.78 loss:-0.01802 fps:1292 +frame:1.62e+06 wall_t:1254 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:1.664 +2026-01-07 23:04:08 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:80.30 total_reward_ma:62.17 loss:-0.02239 fps:1293 +frame:1.63e+06 wall_t:1261 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:1.716 +2026-01-07 23:04:17 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:80.30 total_reward_ma:62.53 loss:-0.02294 fps:1292 +frame:1.64e+06 wall_t:1269 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:1.863 +2026-01-07 23:04:24 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:81.10 total_reward_ma:62.88 loss:-0.01741 fps:1292 +frame:1.65e+06 wall_t:1277 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:1.659 +2026-01-07 23:04:31 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:83.30 total_reward_ma:63.25 loss:-0.01711 fps:1293 +frame:1.66e+06 wall_t:1284 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:1.741 +2026-01-07 23:04:38 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:83.30 total_reward_ma:63.60 loss:-0.01971 fps:1294 +frame:1.67e+06 wall_t:1291 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:1.656 +2026-01-07 23:04:46 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:83.10 total_reward_ma:63.96 loss:-0.01991 fps:1293 +frame:1.68e+06 wall_t:1299 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:1.694 +2026-01-07 23:04:53 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:84.40 total_reward_ma:64.34 loss:-0.02044 fps:1294 +frame:1.69e+06 wall_t:1306 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:1.622 +2026-01-07 23:05:01 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:83.90 total_reward_ma:64.72 loss:-0.01879 fps:1295 +frame:1.70e+06 wall_t:1313 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:1.564 +2026-01-07 23:05:07 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:87.50 total_reward_ma:65.16 loss:-0.01508 fps:1295 +frame:1.71e+06 wall_t:1320 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:1.595 +2026-01-07 23:05:14 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:86.70 total_reward_ma:65.58 loss:-0.01766 fps:1296 +frame:1.72e+06 wall_t:1327 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:1.582 +2026-01-07 23:05:22 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:88.50 total_reward_ma:66.02 loss:-0.01646 fps:1296 +frame:1.73e+06 wall_t:1335 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:1.707 +2026-01-07 23:05:29 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:93.30 total_reward_ma:66.50 loss:-0.01563 fps:1297 +frame:1.74e+06 wall_t:1342 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:1.532 +2026-01-07 23:05:36 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:97.80 total_reward_ma:67.03 loss:-0.01401 fps:1298 +frame:1.75e+06 wall_t:1348 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:1.442 +2026-01-07 23:05:44 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:99.90 total_reward_ma:67.58 loss:-0.0142 fps:1298 +frame:1.76e+06 wall_t:1356 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:1.618 +2026-01-07 23:05:51 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:96.20 total_reward_ma:68.09 loss:-0.02027 fps:1298 +frame:1.77e+06 wall_t:1364 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:1.803 +2026-01-07 23:05:58 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:98.30 total_reward_ma:68.62 loss:-0.01827 fps:1298 +frame:1.78e+06 wall_t:1371 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:1.714 +2026-01-07 23:06:05 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:98.60 total_reward_ma:69.15 loss:-0.01546 fps:1299 +frame:1.79e+06 wall_t:1378 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:1.544 +2026-01-07 23:06:12 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:95.30 total_reward_ma:69.65 loss:-0.01701 fps:1301 +frame:1.80e+06 wall_t:1384 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:1.741 +2026-01-07 23:06:19 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:95.80 total_reward_ma:70.14 loss:-0.01847 fps:1301 +frame:1.81e+06 wall_t:1391 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:1.61 +2026-01-07 23:06:25 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:96.70 total_reward_ma:70.62 loss:-0.01701 fps:1302 +frame:1.82e+06 wall_t:1398 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:1.568 +2026-01-07 23:06:32 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:100.30 total_reward_ma:71.13 loss:-0.01153 fps:1302 +frame:1.83e+06 wall_t:1405 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:1.371 +2026-01-07 23:06:39 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:100.50 total_reward_ma:71.64 loss:-0.01399 fps:1303 +frame:1.84e+06 wall_t:1412 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:1.416 +2026-01-07 23:06:46 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:102.00 total_reward_ma:72.14 loss:-0.007212 fps:1304 +frame:1.85e+06 wall_t:1419 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:1.125 +2026-01-07 23:06:53 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:107.90 total_reward_ma:72.70 loss:-0.007858 fps:1304 +frame:1.86e+06 wall_t:1426 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:1.281 +2026-01-07 23:07:00 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:114.00 total_reward_ma:73.32 loss:-0.007397 fps:1305 +frame:1.87e+06 wall_t:1433 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:1.313 +2026-01-07 23:07:07 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:128.70 total_reward_ma:74.10 loss:-0.003279 fps:1306 +frame:1.88e+06 wall_t:1440 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:0.9893 +2026-01-07 23:07:14 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:146.50 total_reward_ma:75.05 loss:0.005554 fps:1307 +frame:1.89e+06 wall_t:1446 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:0.4545 +2026-01-07 23:07:20 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:165.20 total_reward_ma:76.18 loss:0.007109 fps:1308 +frame:1.90e+06 wall_t:1453 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:0.3558 +2026-01-07 23:07:28 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:197.50 total_reward_ma:77.65 loss:0.002018 fps:1308 +frame:1.91e+06 wall_t:1460 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:0.8963 +2026-01-07 23:07:35 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:219.90 total_reward_ma:79.34 loss:0.006454 fps:1308 +frame:1.92e+06 wall_t:1468 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:0.556 +2026-01-07 23:07:42 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:252.70 total_reward_ma:81.35 loss:0.001492 fps:1308 +frame:1.93e+06 wall_t:1475 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:0.4738 +2026-01-07 23:07:49 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:271.60 total_reward_ma:83.55 loss:0.007454 fps:1310 +frame:1.94e+06 wall_t:1481 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:0.3287 +2026-01-07 23:07:55 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:290.70 total_reward_ma:85.94 loss:0.009026 fps:1311 +frame:1.95e+06 wall_t:1487 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:0.477 +2026-01-07 23:08:02 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:334.40 total_reward_ma:88.76 loss:0.01193 fps:1312 +frame:1.96e+06 wall_t:1494 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:0.5171 +2026-01-07 23:08:08 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:364.50 total_reward_ma:91.89 loss:5.85e-05 fps:1312 +frame:1.97e+06 wall_t:1501 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:0.2225 +2026-01-07 23:08:15 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:383.00 total_reward_ma:95.18 loss:0.01234 fps:1313 +frame:1.98e+06 wall_t:1508 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:0.4694 +2026-01-07 23:08:22 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:423.80 total_reward_ma:98.89 loss:0.009207 fps:1314 +frame:1.99e+06 wall_t:1515 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:0.5609 +2026-01-07 23:08:29 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:445.30 total_reward_ma:102.81 loss:0.006367 fps:1315 +frame:2.00e+06 wall_t:1521 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:0.508 +2026-01-07 23:08:35 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:472.90 total_reward_ma:107.00 loss:0.008892 fps:1315 +frame:2.01e+06 wall_t:1528 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:0.4475 +2026-01-07 23:08:42 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:509.10 total_reward_ma:111.56 loss:0.01238 fps:1316 +frame:2.02e+06 wall_t:1535 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:0.4897 +2026-01-07 23:08:49 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:535.60 total_reward_ma:116.36 loss:0.006731 fps:1317 +frame:2.03e+06 wall_t:1541 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:0.7018 +2026-01-07 23:08:56 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:567.30 total_reward_ma:121.50 loss:0.006208 fps:1318 +frame:2.04e+06 wall_t:1548 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:0.8879 +2026-01-07 23:09:02 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:574.10 total_reward_ma:126.69 loss:0.005728 fps:1319 +frame:2.05e+06 wall_t:1554 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:0.3983 +2026-01-07 23:09:09 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:581.70 total_reward_ma:131.95 loss:0.0125 fps:1320 +frame:2.06e+06 wall_t:1561 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:0.8623 +2026-01-07 23:09:16 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:598.90 total_reward_ma:137.38 loss:0.004709 fps:1319 +frame:2.07e+06 wall_t:1569 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:0.5143 +2026-01-07 23:09:23 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:605.10 total_reward_ma:142.86 loss:0.00213 fps:1320 +frame:2.08e+06 wall_t:1576 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:0.5375 +2026-01-07 23:09:30 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:607.90 total_reward_ma:148.38 loss:0.004164 fps:1320 +frame:2.09e+06 wall_t:1583 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:0.8413 +2026-01-07 23:09:37 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:621.20 total_reward_ma:154.00 loss:0.008328 fps:1321 +frame:2.10e+06 wall_t:1590 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:0.7314 +2026-01-07 23:09:43 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:637.70 total_reward_ma:159.78 loss:0.002118 fps:1322 +frame:2.11e+06 wall_t:1596 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:0.7445 +2026-01-07 23:09:50 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:642.90 total_reward_ma:165.57 loss:-0.0006652 fps:1323 +frame:2.12e+06 wall_t:1603 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:0.7031 +2026-01-07 23:09:58 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:645.80 total_reward_ma:171.39 loss:-0.003782 fps:1323 +frame:2.13e+06 wall_t:1610 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:0.6829 +2026-01-07 23:10:04 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:651.80 total_reward_ma:177.26 loss:0.001507 fps:1323 +frame:2.14e+06 wall_t:1617 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:0.699 +2026-01-07 23:10:11 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:664.50 total_reward_ma:183.25 loss:0.001917 fps:1324 +frame:2.15e+06 wall_t:1624 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:0.7287 +2026-01-07 23:10:18 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:664.60 total_reward_ma:189.26 loss:-0.001183 fps:1325 +frame:2.16e+06 wall_t:1630 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:0.6562 +2026-01-07 23:10:24 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:667.30 total_reward_ma:195.30 loss:0.00161 fps:1326 +frame:2.17e+06 wall_t:1637 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:0.8365 +2026-01-07 23:10:31 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:668.40 total_reward_ma:201.37 loss:0.01492 fps:1326 +frame:2.18e+06 wall_t:1644 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:0.8677 +2026-01-07 23:10:38 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:671.20 total_reward_ma:207.47 loss:0.001542 fps:1326 +frame:2.19e+06 wall_t:1651 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:0.7093 +2026-01-07 23:10:45 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:668.80 total_reward_ma:213.54 loss:-0.001767 fps:1327 +frame:2.20e+06 wall_t:1658 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:0.8085 +2026-01-07 23:10:52 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:678.70 total_reward_ma:219.68 loss:0.002313 fps:1328 +frame:2.21e+06 wall_t:1664 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:0.9321 +2026-01-07 23:10:58 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:682.60 total_reward_ma:225.85 loss:-0.003181 fps:1329 +frame:2.22e+06 wall_t:1670 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:0.7881 +2026-01-07 23:11:05 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:691.00 total_reward_ma:232.12 loss:-0.003787 fps:1329 +frame:2.23e+06 wall_t:1678 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:0.7053 +2026-01-07 23:11:13 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:692.30 total_reward_ma:238.37 loss:-0.005709 fps:1329 +frame:2.24e+06 wall_t:1685 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:0.8604 +2026-01-07 23:11:20 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:698.80 total_reward_ma:244.69 loss:0.005372 fps:1330 +frame:2.25e+06 wall_t:1692 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:0.9629 +2026-01-07 23:11:26 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:708.90 total_reward_ma:251.10 loss:0.008823 fps:1330 +frame:2.26e+06 wall_t:1699 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:1.151 +2026-01-07 23:11:33 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:714.10 total_reward_ma:257.58 loss:0.008066 fps:1331 +frame:2.27e+06 wall_t:1706 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:0.9395 +2026-01-07 23:11:40 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:714.60 total_reward_ma:264.05 loss:-0.009123 fps:1331 +frame:2.28e+06 wall_t:1713 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:1.024 +2026-01-07 23:11:47 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:705.60 total_reward_ma:270.43 loss:0.003966 fps:1332 +frame:2.29e+06 wall_t:1719 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:0.9444 +2026-01-07 23:11:53 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:713.70 total_reward_ma:276.90 loss:-0.003944 fps:1333 +frame:2.30e+06 wall_t:1726 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:0.777 +2026-01-07 23:12:00 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:711.50 total_reward_ma:283.32 loss:-0.003492 fps:1334 +frame:2.31e+06 wall_t:1732 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:0.8952 +2026-01-07 23:12:07 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:704.00 total_reward_ma:289.66 loss:-0.003061 fps:1334 +frame:2.32e+06 wall_t:1739 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:1.137 +2026-01-07 23:12:14 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:706.20 total_reward_ma:296.02 loss:-0.006338 fps:1334 +frame:2.33e+06 wall_t:1746 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:0.8797 +2026-01-07 23:12:21 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:699.60 total_reward_ma:302.31 loss:-0.004088 fps:1335 +frame:2.34e+06 wall_t:1753 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:0.9851 +2026-01-07 23:12:28 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:697.40 total_reward_ma:308.57 loss:-0.005099 fps:1335 +frame:2.35e+06 wall_t:1760 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:0.8723 +2026-01-07 23:12:35 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:704.00 total_reward_ma:314.89 loss:0.002198 fps:1335 +frame:2.36e+06 wall_t:1768 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:0.9918 +2026-01-07 23:12:43 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:703.40 total_reward_ma:321.21 loss:-0.004204 fps:1335 +frame:2.37e+06 wall_t:1775 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:0.9659 +2026-01-07 23:12:49 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:704.30 total_reward_ma:327.54 loss:-0.005836 fps:1336 +frame:2.38e+06 wall_t:1782 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:1.011 +2026-01-07 23:12:56 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:701.60 total_reward_ma:333.83 loss:0.003017 fps:1337 +frame:2.39e+06 wall_t:1788 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:0.9936 +2026-01-07 23:13:03 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:706.10 total_reward_ma:340.14 loss:-0.005155 fps:1337 +frame:2.40e+06 wall_t:1795 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:0.9695 +2026-01-07 23:13:09 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:711.00 total_reward_ma:346.50 loss:-0.005389 fps:1337 +frame:2.41e+06 wall_t:1802 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:0.9376 +2026-01-07 23:13:17 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:714.20 total_reward_ma:352.88 loss:-0.007275 fps:1338 +frame:2.42e+06 wall_t:1809 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:1.077 +2026-01-07 23:13:23 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:715.90 total_reward_ma:359.26 loss:0.005529 fps:1338 +frame:2.43e+06 wall_t:1816 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:1.032 +2026-01-07 23:13:30 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:715.20 total_reward_ma:365.63 loss:-0.002179 fps:1338 +frame:2.44e+06 wall_t:1823 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:1.026 +2026-01-07 23:13:37 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:720.10 total_reward_ma:372.05 loss:-0.008336 fps:1339 +frame:2.45e+06 wall_t:1830 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:0.9895 +2026-01-07 23:13:45 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:731.30 total_reward_ma:378.58 loss:0.004081 fps:1338 +frame:2.46e+06 wall_t:1838 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:1.057 +2026-01-07 23:13:52 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:737.30 total_reward_ma:385.18 loss:0.0002531 fps:1339 +frame:2.47e+06 wall_t:1844 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:1.052 +2026-01-07 23:13:58 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:739.50 total_reward_ma:391.79 loss:-0.001659 fps:1340 +frame:2.48e+06 wall_t:1851 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:0.9694 +2026-01-07 23:14:05 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:746.80 total_reward_ma:398.47 loss:-0.002061 fps:1341 +frame:2.49e+06 wall_t:1857 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:0.9663 +2026-01-07 23:14:12 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:751.80 total_reward_ma:405.20 loss:-0.003668 fps:1341 +frame:2.50e+06 wall_t:1864 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:1.086 +2026-01-07 23:14:18 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:754.90 total_reward_ma:411.94 loss:-0.003554 fps:1342 +frame:2.51e+06 wall_t:1871 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:1.048 +2026-01-07 23:14:25 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:757.20 total_reward_ma:418.70 loss:-0.004246 fps:1342 +frame:2.52e+06 wall_t:1878 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:1.024 +2026-01-07 23:14:32 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:770.20 total_reward_ma:425.57 loss:-0.0002416 fps:1343 +frame:2.53e+06 wall_t:1884 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:1.092 +2026-01-07 23:14:39 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:771.60 total_reward_ma:432.46 loss:-0.003604 fps:1343 +frame:2.54e+06 wall_t:1891 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:1.02 +2026-01-07 23:14:45 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:777.00 total_reward_ma:439.43 loss:0.0003274 fps:1344 +frame:2.55e+06 wall_t:1897 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:1.006 +2026-01-07 23:14:52 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:783.20 total_reward_ma:446.43 loss:-0.001835 fps:1344 +frame:2.56e+06 wall_t:1905 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:1.258 +2026-01-07 23:14:59 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:793.30 total_reward_ma:453.53 loss:-0.002967 fps:1345 +frame:2.57e+06 wall_t:1911 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:1.13 +2026-01-07 23:15:06 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:798.30 total_reward_ma:460.66 loss:-0.006394 fps:1344 +frame:2.58e+06 wall_t:1919 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:1.095 +2026-01-07 23:15:13 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:806.30 total_reward_ma:467.86 loss:-0.0006277 fps:1345 +frame:2.59e+06 wall_t:1926 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:1.152 +2026-01-07 23:15:20 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:810.60 total_reward_ma:475.12 loss:-0.002167 fps:1345 +frame:2.60e+06 wall_t:1933 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:1.149 +2026-01-07 23:15:28 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:818.30 total_reward_ma:482.46 loss:-0.002467 fps:1345 +frame:2.61e+06 wall_t:1940 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:1.163 +2026-01-07 23:15:34 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:823.10 total_reward_ma:489.85 loss:0.01142 fps:1346 +frame:2.62e+06 wall_t:1947 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:1.226 +2026-01-07 23:15:41 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:836.00 total_reward_ma:497.41 loss:-0.0007584 fps:1346 +frame:2.63e+06 wall_t:1954 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:1.213 +2026-01-07 23:15:48 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:840.10 total_reward_ma:505.01 loss:0.003216 fps:1346 +frame:2.64e+06 wall_t:1961 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:1.125 +2026-01-07 23:15:54 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:842.10 total_reward_ma:512.62 loss:-0.004387 fps:1347 +frame:2.65e+06 wall_t:1967 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:1.079 +2026-01-07 23:16:01 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:856.10 total_reward_ma:520.34 loss:-0.003497 fps:1348 +frame:2.66e+06 wall_t:1974 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:1.045 +2026-01-07 23:16:08 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:865.40 total_reward_ma:528.16 loss:0.01354 fps:1348 +frame:2.67e+06 wall_t:1981 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:1.001 +2026-01-07 23:16:15 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:870.70 total_reward_ma:536.04 loss:-0.01021 fps:1348 +frame:2.68e+06 wall_t:1988 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:1.095 +2026-01-07 23:16:22 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:879.20 total_reward_ma:543.99 loss:-0.002591 fps:1349 +frame:2.69e+06 wall_t:1994 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:1.169 +2026-01-07 23:16:28 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:887.80 total_reward_ma:552.03 loss:-0.002127 fps:1349 +frame:2.70e+06 wall_t:2001 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:0.999 +2026-01-07 23:16:35 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:892.50 total_reward_ma:560.08 loss:0.0005975 fps:1350 +frame:2.71e+06 wall_t:2008 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:1.101 +2026-01-07 23:16:41 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:899.50 total_reward_ma:568.21 loss:0.001204 fps:1351 +frame:2.72e+06 wall_t:2014 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:1.162 +2026-01-07 23:16:48 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:909.30 total_reward_ma:576.41 loss:-6.3e-05 fps:1351 +frame:2.73e+06 wall_t:2021 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:1.074 +2026-01-07 23:16:55 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:918.20 total_reward_ma:584.66 loss:-0.00151 fps:1352 +frame:2.74e+06 wall_t:2027 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:1.04 +2026-01-07 23:17:01 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:922.50 total_reward_ma:592.91 loss:0.001494 fps:1352 +frame:2.75e+06 wall_t:2034 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:1.114 +2026-01-07 23:17:08 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:932.00 total_reward_ma:601.23 loss:-0.005181 fps:1353 +frame:2.76e+06 wall_t:2040 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:1.059 +2026-01-07 23:17:14 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:936.80 total_reward_ma:609.64 loss:-0.004125 fps:1353 +frame:2.77e+06 wall_t:2047 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:0.9894 +2026-01-07 23:17:21 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:942.10 total_reward_ma:618.08 loss:-0.0006406 fps:1354 +frame:2.78e+06 wall_t:2053 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:1.264 +2026-01-07 23:17:27 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:950.80 total_reward_ma:626.60 loss:0.001174 fps:1354 +frame:2.79e+06 wall_t:2060 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:1.039 +2026-01-07 23:17:33 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:950.20 total_reward_ma:635.15 loss:-0.006921 fps:1355 +frame:2.80e+06 wall_t:2066 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:1.001 +2026-01-07 23:17:40 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:956.00 total_reward_ma:643.75 loss:0.005467 fps:1356 +frame:2.81e+06 wall_t:2073 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:1.201 +2026-01-07 23:17:46 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:961.40 total_reward_ma:652.40 loss:0.007743 fps:1356 +frame:2.82e+06 wall_t:2079 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:1.2 +2026-01-07 23:17:54 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:954.30 total_reward_ma:660.93 loss:-0.006014 fps:1356 +frame:2.83e+06 wall_t:2087 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:0.9865 +2026-01-07 23:18:02 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:954.80 total_reward_ma:669.48 loss:-0.002732 fps:1356 +frame:2.84e+06 wall_t:2095 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:1.36 +2026-01-07 23:18:09 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:956.90 total_reward_ma:678.03 loss:0.002518 fps:1356 +frame:2.85e+06 wall_t:2101 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:1.174 +2026-01-07 23:18:16 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:949.80 total_reward_ma:686.45 loss:-0.004138 fps:1357 +frame:2.86e+06 wall_t:2108 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:1.069 +2026-01-07 23:18:23 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:950.30 total_reward_ma:694.81 loss:-0.007571 fps:1356 +frame:2.87e+06 wall_t:2116 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:1.295 +2026-01-07 23:18:30 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:948.10 total_reward_ma:703.00 loss:-0.00146 fps:1357 +frame:2.88e+06 wall_t:2123 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:1.102 +2026-01-07 23:18:37 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:947.40 total_reward_ma:711.01 loss:-0.006218 fps:1357 +frame:2.89e+06 wall_t:2130 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:1.098 +2026-01-07 23:18:44 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:944.60 total_reward_ma:718.81 loss:0.007178 fps:1358 +frame:2.90e+06 wall_t:2136 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:1.343 +2026-01-07 23:18:50 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:942.90 total_reward_ma:726.26 loss:0.001643 fps:1358 +frame:2.91e+06 wall_t:2143 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:1.292 +2026-01-07 23:18:58 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:938.20 total_reward_ma:733.44 loss:-0.004208 fps:1358 +frame:2.92e+06 wall_t:2151 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:1.075 +2026-01-07 23:19:05 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:934.50 total_reward_ma:740.26 loss:-0.003586 fps:1358 +frame:2.93e+06 wall_t:2157 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:1.167 +2026-01-07 23:19:12 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:935.60 total_reward_ma:746.90 loss:0.00611 fps:1358 +frame:2.94e+06 wall_t:2165 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:1.185 +2026-01-07 23:19:20 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:935.30 total_reward_ma:753.35 loss:2.971e-06 fps:1358 +frame:2.95e+06 wall_t:2173 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:1.276 +2026-01-07 23:19:27 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:930.50 total_reward_ma:759.31 loss:-0.0007229 fps:1358 +frame:2.96e+06 wall_t:2180 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:1.214 +2026-01-07 23:19:35 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:928.80 total_reward_ma:764.95 loss:0.001072 fps:1358 +frame:2.97e+06 wall_t:2187 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:1.237 +2026-01-07 23:19:42 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:930.60 total_reward_ma:770.43 loss:0.002515 fps:1358 +frame:2.98e+06 wall_t:2195 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:1.091 +2026-01-07 23:19:49 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:934.90 total_reward_ma:775.54 loss:-2.966e-05 fps:1358 +frame:2.99e+06 wall_t:2201 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:1.11 +2026-01-07 23:19:56 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:934.90 total_reward_ma:780.43 loss:-0.008073 fps:1358 +frame:3.00e+06 wall_t:2209 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:1.2 +2026-01-07 23:20:03 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:939.60 total_reward_ma:785.10 loss:-0.001045 fps:1358 +frame:3.01e+06 wall_t:2216 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:1.147 +2026-01-07 23:20:10 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:942.60 total_reward_ma:789.44 loss:0.00109 fps:1359 +frame:3.02e+06 wall_t:2223 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:1.17 +2026-01-07 23:20:16 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:945.10 total_reward_ma:793.53 loss:0.005487 fps:1359 +frame:3.03e+06 wall_t:2229 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:1.259 +2026-01-07 23:20:23 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:944.10 total_reward_ma:797.30 loss:-0.00105 fps:1360 +frame:3.04e+06 wall_t:2236 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:1.069 +2026-01-07 23:20:30 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:950.10 total_reward_ma:801.06 loss:-0.009151 fps:1360 +frame:3.05e+06 wall_t:2242 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:1.008 +2026-01-07 23:20:36 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:952.80 total_reward_ma:804.77 loss:0.00466 fps:1361 +frame:3.06e+06 wall_t:2249 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:1.1 +2026-01-07 23:20:43 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:955.30 total_reward_ma:808.33 loss:-0.004834 fps:1361 +frame:3.07e+06 wall_t:2255 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:1.148 +2026-01-07 23:20:49 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:956.70 total_reward_ma:811.85 loss:-0.006381 fps:1362 +frame:3.08e+06 wall_t:2262 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:1.116 +2026-01-07 23:20:56 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:963.50 total_reward_ma:815.41 loss:-0.0006149 fps:1362 +frame:3.09e+06 wall_t:2268 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:1.145 +2026-01-07 23:21:03 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:966.20 total_reward_ma:818.86 loss:0.003974 fps:1362 +frame:3.10e+06 wall_t:2276 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:1.126 +2026-01-07 23:21:10 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:965.80 total_reward_ma:822.14 loss:-0.007217 fps:1362 +frame:3.11e+06 wall_t:2283 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:1.072 +2026-01-07 23:21:17 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:973.60 total_reward_ma:825.44 loss:-0.00415 fps:1363 +frame:3.12e+06 wall_t:2289 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:1.173 +2026-01-07 23:21:23 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:973.70 total_reward_ma:828.72 loss:-0.002195 fps:1363 +frame:3.13e+06 wall_t:2296 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:1.079 +2026-01-07 23:21:30 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:975.00 total_reward_ma:831.96 loss:-0.004937 fps:1363 +frame:3.14e+06 wall_t:2303 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:1.075 +2026-01-07 23:21:37 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:977.20 total_reward_ma:835.08 loss:0.003368 fps:1364 +frame:3.15e+06 wall_t:2310 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:1.343 +2026-01-07 23:21:43 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:979.30 total_reward_ma:838.23 loss:-0.0001407 fps:1364 +frame:3.16e+06 wall_t:2316 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:1.131 +2026-01-07 23:21:51 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:971.30 total_reward_ma:841.27 loss:-0.004221 fps:1365 +frame:3.17e+06 wall_t:2323 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:1.078 +2026-01-07 23:21:58 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:962.60 total_reward_ma:844.21 loss:0.004781 fps:1364 +frame:3.18e+06 wall_t:2331 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:1.446 +2026-01-07 23:22:06 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:955.30 total_reward_ma:847.05 loss:-0.003269 fps:1364 +frame:3.19e+06 wall_t:2338 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:1.124 +2026-01-07 23:22:13 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:950.30 total_reward_ma:849.87 loss:-0.009583 fps:1365 +frame:3.20e+06 wall_t:2345 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:1.095 +2026-01-07 23:22:20 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:950.50 total_reward_ma:852.58 loss:-0.007365 fps:1365 +frame:3.21e+06 wall_t:2352 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:1.357 +2026-01-07 23:22:27 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:957.00 total_reward_ma:855.33 loss:-0.003932 fps:1364 +frame:3.22e+06 wall_t:2360 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:1.266 +2026-01-07 23:22:35 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:954.00 total_reward_ma:857.96 loss:-0.004358 fps:1365 +frame:3.23e+06 wall_t:2367 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:1.134 +2026-01-07 23:22:41 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:954.40 total_reward_ma:860.58 loss:0.006917 fps:1365 +frame:3.24e+06 wall_t:2374 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:1.254 +2026-01-07 23:22:48 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:957.00 total_reward_ma:863.16 loss:0.006764 fps:1366 +frame:3.25e+06 wall_t:2380 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:1.259 +2026-01-07 23:22:55 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:956.30 total_reward_ma:865.64 loss:-0.00311 fps:1365 +frame:3.26e+06 wall_t:2388 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:0.992 +2026-01-07 23:23:02 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:956.20 total_reward_ma:868.06 loss:-0.003138 fps:1365 +frame:3.27e+06 wall_t:2395 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:1.202 +2026-01-07 23:23:10 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:957.60 total_reward_ma:870.49 loss:0.006352 fps:1365 +frame:3.28e+06 wall_t:2403 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:1.19 +2026-01-07 23:23:17 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:960.20 total_reward_ma:873.03 loss:-0.005994 fps:1366 +frame:3.29e+06 wall_t:2409 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:1.061 +2026-01-07 23:23:23 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:958.20 total_reward_ma:875.48 loss:-0.000289 fps:1366 +frame:3.30e+06 wall_t:2416 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:1.155 +2026-01-07 23:23:30 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:958.90 total_reward_ma:877.95 loss:-0.002687 fps:1367 +frame:3.31e+06 wall_t:2422 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:1.198 +2026-01-07 23:23:37 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:959.30 total_reward_ma:880.51 loss:-0.002393 fps:1367 +frame:3.32e+06 wall_t:2429 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:1.139 +2026-01-07 23:23:43 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:959.60 total_reward_ma:883.04 loss:-0.003161 fps:1368 +frame:3.33e+06 wall_t:2435 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:1.107 +2026-01-07 23:23:50 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:957.50 total_reward_ma:885.62 loss:0.000826 fps:1368 +frame:3.34e+06 wall_t:2442 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:1.171 +2026-01-07 23:23:57 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:958.30 total_reward_ma:888.23 loss:-0.009709 fps:1367 +frame:3.35e+06 wall_t:2450 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:1.106 +2026-01-07 23:24:05 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:959.70 total_reward_ma:890.78 loss:-0.001363 fps:1368 +frame:3.36e+06 wall_t:2457 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:1.249 +2026-01-07 23:24:11 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:969.70 total_reward_ma:893.45 loss:-0.005564 fps:1368 +frame:3.37e+06 wall_t:2464 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:1.323 +2026-01-07 23:24:18 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:975.60 total_reward_ma:896.16 loss:-0.003148 fps:1368 +frame:3.38e+06 wall_t:2471 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:1.093 +2026-01-07 23:24:26 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:975.40 total_reward_ma:898.90 loss:0.01028 fps:1368 +frame:3.39e+06 wall_t:2478 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:1.406 +2026-01-07 23:24:32 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:973.00 total_reward_ma:901.57 loss:0.01336 fps:1368 +frame:3.40e+06 wall_t:2485 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:1.289 +2026-01-07 23:24:40 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:968.70 total_reward_ma:904.14 loss:-0.007587 fps:1368 +frame:3.41e+06 wall_t:2492 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:1.07 +2026-01-07 23:24:46 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:969.00 total_reward_ma:906.69 loss:0.002152 fps:1369 +frame:3.42e+06 wall_t:2499 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:1.33 +2026-01-07 23:24:53 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:974.90 total_reward_ma:909.28 loss:0.007292 fps:1369 +frame:3.43e+06 wall_t:2506 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:1.222 +2026-01-07 23:25:01 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:975.80 total_reward_ma:911.89 loss:-0.004009 fps:1369 +frame:3.44e+06 wall_t:2513 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:1.115 +2026-01-07 23:25:07 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:975.80 total_reward_ma:914.44 loss:-0.001364 fps:1369 +frame:3.45e+06 wall_t:2520 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:1.168 +2026-01-07 23:25:15 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:979.50 total_reward_ma:916.93 loss:-0.004054 fps:1369 +frame:3.46e+06 wall_t:2527 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:1.254 +2026-01-07 23:25:23 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:980.70 total_reward_ma:919.36 loss:0.01088 fps:1369 +frame:3.47e+06 wall_t:2535 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:1.136 +2026-01-07 23:25:30 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:979.20 total_reward_ma:921.76 loss:0.01609 fps:1368 +frame:3.48e+06 wall_t:2543 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:1.326 +2026-01-07 23:25:37 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:978.60 total_reward_ma:924.08 loss:-0.000847 fps:1369 +frame:3.49e+06 wall_t:2550 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:1.134 +2026-01-07 23:25:44 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:977.90 total_reward_ma:926.34 loss:-0.0009436 fps:1369 +frame:3.50e+06 wall_t:2557 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:1.109 +2026-01-07 23:25:51 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:978.70 total_reward_ma:928.58 loss:-0.006964 fps:1369 +frame:3.51e+06 wall_t:2563 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:1.081 +2026-01-07 23:25:58 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:981.90 total_reward_ma:930.82 loss:0.0019 fps:1370 +frame:3.52e+06 wall_t:2570 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:1.24 +2026-01-07 23:26:05 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:987.90 total_reward_ma:933.00 loss:-0.007285 fps:1370 +frame:3.53e+06 wall_t:2577 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:1.09 +2026-01-07 23:26:11 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:986.30 total_reward_ma:935.15 loss:-0.01234 fps:1370 +frame:3.54e+06 wall_t:2584 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:1.258 +2026-01-07 23:26:18 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:983.80 total_reward_ma:937.21 loss:-0.0001497 fps:1370 +frame:3.55e+06 wall_t:2591 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:1.291 +2026-01-07 23:26:25 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:987.00 total_reward_ma:939.25 loss:-0.006182 fps:1370 +frame:3.56e+06 wall_t:2598 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:1.063 +2026-01-07 23:26:32 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:991.70 total_reward_ma:941.24 loss:0.002461 fps:1371 +frame:3.57e+06 wall_t:2604 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:1.104 +2026-01-07 23:26:38 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:994.10 total_reward_ma:943.19 loss:-0.004129 fps:1371 +frame:3.58e+06 wall_t:2611 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:1.29 +2026-01-07 23:26:44 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1001.40 total_reward_ma:945.15 loss:0.009226 fps:1372 +frame:3.59e+06 wall_t:2617 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:1.16 +2026-01-07 23:26:51 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1001.10 total_reward_ma:947.05 loss:-0.00784 fps:1372 +frame:3.60e+06 wall_t:2624 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:1.202 +2026-01-07 23:26:59 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1002.90 total_reward_ma:948.90 loss:-0.001727 fps:1372 +frame:3.61e+06 wall_t:2631 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:1.206 +2026-01-07 23:27:06 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1007.30 total_reward_ma:950.74 loss:-0.0009986 fps:1372 +frame:3.62e+06 wall_t:2639 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:1.121 +2026-01-07 23:27:13 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1006.20 total_reward_ma:952.44 loss:-0.006849 fps:1372 +frame:3.63e+06 wall_t:2646 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:1.098 +2026-01-07 23:27:20 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1003.20 total_reward_ma:954.07 loss:0.005593 fps:1373 +frame:3.64e+06 wall_t:2652 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:1.23 +2026-01-07 23:27:26 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1002.30 total_reward_ma:955.67 loss:0.002223 fps:1373 +frame:3.65e+06 wall_t:2659 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:1.135 +2026-01-07 23:27:33 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1002.20 total_reward_ma:957.13 loss:-0.003604 fps:1373 +frame:3.66e+06 wall_t:2666 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:1.198 +2026-01-07 23:27:39 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:999.60 total_reward_ma:958.48 loss:0.005829 fps:1374 +frame:3.67e+06 wall_t:2672 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:1.378 +2026-01-07 23:27:46 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:995.30 total_reward_ma:959.72 loss:-0.008815 fps:1374 +frame:3.68e+06 wall_t:2679 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:1.139 +2026-01-07 23:27:54 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:997.80 total_reward_ma:960.91 loss:0.00207 fps:1373 +frame:3.69e+06 wall_t:2687 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:1.077 +2026-01-07 23:28:01 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:995.90 total_reward_ma:961.99 loss:0.002274 fps:1373 +frame:3.70e+06 wall_t:2694 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:1.26 +2026-01-07 23:28:09 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:991.40 total_reward_ma:962.98 loss:0.003342 fps:1374 +frame:3.71e+06 wall_t:2701 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:1.073 +2026-01-07 23:28:15 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:993.10 total_reward_ma:963.91 loss:-0.008214 fps:1374 +frame:3.72e+06 wall_t:2708 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:1.087 +2026-01-07 23:28:22 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:991.80 total_reward_ma:964.74 loss:-0.006793 fps:1374 +frame:3.73e+06 wall_t:2715 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:1.144 +2026-01-07 23:28:30 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:998.10 total_reward_ma:965.54 loss:-0.007942 fps:1374 +frame:3.74e+06 wall_t:2722 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:1.137 +2026-01-07 23:28:37 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1000.00 total_reward_ma:966.31 loss:-0.004759 fps:1374 +frame:3.75e+06 wall_t:2729 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:1.212 +2026-01-07 23:28:44 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:994.50 total_reward_ma:966.94 loss:0.0001818 fps:1374 +frame:3.76e+06 wall_t:2736 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:1.139 +2026-01-07 23:28:51 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:992.60 total_reward_ma:967.50 loss:-0.004404 fps:1374 +frame:3.77e+06 wall_t:2744 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:1.037 +2026-01-07 23:28:59 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:993.00 total_reward_ma:968.01 loss:-0.002987 fps:1374 +frame:3.78e+06 wall_t:2752 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:1.052 +2026-01-07 23:29:07 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:988.70 total_reward_ma:968.38 loss:-0.004185 fps:1374 +frame:3.79e+06 wall_t:2759 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:1.158 +2026-01-07 23:29:14 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:991.30 total_reward_ma:968.79 loss:-0.007372 fps:1374 +frame:3.80e+06 wall_t:2766 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:1.111 +2026-01-07 23:29:21 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:989.50 total_reward_ma:969.13 loss:-0.008333 fps:1374 +frame:3.81e+06 wall_t:2773 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:1.048 +2026-01-07 23:29:28 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:985.10 total_reward_ma:969.37 loss:0.0004942 fps:1374 +frame:3.82e+06 wall_t:2780 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:1.143 +2026-01-07 23:29:35 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:977.50 total_reward_ma:969.60 loss:-0.003427 fps:1374 +frame:3.83e+06 wall_t:2787 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:1.087 +2026-01-07 23:29:42 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:979.40 total_reward_ma:969.84 loss:-0.003369 fps:1374 +frame:3.84e+06 wall_t:2794 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:1.164 +2026-01-07 23:29:48 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:975.70 total_reward_ma:970.03 loss:-0.002992 fps:1375 +frame:3.85e+06 wall_t:2800 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:1.208 +2026-01-07 23:29:55 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:979.10 total_reward_ma:970.33 loss:0.000343 fps:1375 +frame:3.86e+06 wall_t:2807 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:1.103 +2026-01-07 23:30:02 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:984.50 total_reward_ma:970.67 loss:-0.005169 fps:1375 +frame:3.87e+06 wall_t:2814 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:1.075 +2026-01-07 23:30:08 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:983.00 total_reward_ma:971.02 loss:-0.004878 fps:1375 +frame:3.88e+06 wall_t:2821 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:1.184 +2026-01-07 23:30:15 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:977.50 total_reward_ma:971.32 loss:-0.003706 fps:1376 +frame:3.89e+06 wall_t:2828 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:1.057 +2026-01-07 23:30:22 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:980.60 total_reward_ma:971.68 loss:0.0007173 fps:1376 +frame:3.90e+06 wall_t:2834 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:1.088 +2026-01-07 23:30:29 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:980.20 total_reward_ma:972.05 loss:0.008737 fps:1376 +frame:3.91e+06 wall_t:2842 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:1.135 +2026-01-07 23:30:36 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:979.10 total_reward_ma:972.46 loss:-0.00496 fps:1376 +frame:3.92e+06 wall_t:2848 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:1.028 +2026-01-07 23:30:42 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:976.80 total_reward_ma:972.88 loss:-0.001766 fps:1377 +frame:3.93e+06 wall_t:2855 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:1.155 +2026-01-07 23:30:50 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:973.40 total_reward_ma:973.26 loss:0.007966 fps:1377 +frame:3.94e+06 wall_t:2862 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:1.194 +2026-01-07 23:30:57 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:978.80 total_reward_ma:973.70 loss:-0.006312 fps:1377 +frame:3.95e+06 wall_t:2869 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:1.013 +2026-01-07 23:31:04 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:982.30 total_reward_ma:974.21 loss:-0.005365 fps:1377 +frame:3.96e+06 wall_t:2876 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:0.9933 +2026-01-07 23:31:11 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:982.20 total_reward_ma:974.75 loss:0.009535 fps:1377 +frame:3.97e+06 wall_t:2883 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:1.263 +2026-01-07 23:31:18 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:981.30 total_reward_ma:975.25 loss:0.009734 fps:1377 +frame:3.98e+06 wall_t:2891 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:1.133 +2026-01-07 23:31:25 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:981.60 total_reward_ma:975.72 loss:0.004998 fps:1377 +frame:3.99e+06 wall_t:2898 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:1.156 +2026-01-07 23:31:32 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:980.00 total_reward_ma:976.17 loss:-0.003411 fps:1377 +frame:4.00e+06 wall_t:2904 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:1.117 +2026-01-07 23:31:39 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:979.10 total_reward_ma:976.57 loss:-0.006495 fps:1377 +frame:4.01e+06 wall_t:2912 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:1.075 +2026-01-07 23:31:46 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:986.90 total_reward_ma:977.01 loss:0.002182 fps:1377 +frame:4.02e+06 wall_t:2919 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:1.042 +2026-01-07 23:31:53 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:987.40 total_reward_ma:977.43 loss:-0.00937 fps:1378 +frame:4.03e+06 wall_t:2925 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:1.141 +2026-01-07 23:32:00 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:985.30 total_reward_ma:977.85 loss:-0.0101 fps:1378 +frame:4.04e+06 wall_t:2932 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:1.178 +2026-01-07 23:32:06 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:989.30 total_reward_ma:978.24 loss:-0.001461 fps:1378 +frame:4.05e+06 wall_t:2939 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:1.196 +2026-01-07 23:32:14 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:986.20 total_reward_ma:978.57 loss:-0.004124 fps:1378 +frame:4.06e+06 wall_t:2946 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:1.235 +2026-01-07 23:32:21 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:982.90 total_reward_ma:978.85 loss:-0.004025 fps:1378 +frame:4.07e+06 wall_t:2953 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:1.166 +2026-01-07 23:32:27 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:984.30 total_reward_ma:979.12 loss:-0.001369 fps:1378 +frame:4.08e+06 wall_t:2960 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:1.156 +2026-01-07 23:32:34 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:981.70 total_reward_ma:979.31 loss:-0.003783 fps:1378 +frame:4.09e+06 wall_t:2967 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:1.422 +2026-01-07 23:32:41 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:978.30 total_reward_ma:979.43 loss:-0.0009875 fps:1379 +frame:4.10e+06 wall_t:2973 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:1.281 +2026-01-07 23:32:48 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:981.90 total_reward_ma:979.59 loss:-0.008889 fps:1379 +frame:4.11e+06 wall_t:2980 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:1.031 +2026-01-07 23:32:55 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:979.20 total_reward_ma:979.64 loss:0.005803 fps:1379 +frame:4.12e+06 wall_t:2988 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:1.179 +2026-01-07 23:33:02 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:983.00 total_reward_ma:979.74 loss:0.002431 fps:1379 +frame:4.13e+06 wall_t:2995 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:1.21 +2026-01-07 23:33:09 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:977.80 total_reward_ma:979.76 loss:-0.003385 fps:1379 +frame:4.14e+06 wall_t:3002 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:1.166 +2026-01-07 23:33:17 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:971.80 total_reward_ma:979.71 loss:-0.007363 fps:1379 +frame:4.15e+06 wall_t:3010 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:1.242 +2026-01-07 23:33:25 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:966.60 total_reward_ma:979.58 loss:-0.005217 fps:1379 +frame:4.16e+06 wall_t:3017 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:1.16 +2026-01-07 23:33:31 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:965.50 total_reward_ma:979.53 loss:-0.001655 fps:1379 +frame:4.17e+06 wall_t:3024 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:1.099 +2026-01-07 23:33:38 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:965.80 total_reward_ma:979.56 loss:-0.00264 fps:1379 +frame:4.18e+06 wall_t:3031 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:1.1 +2026-01-07 23:33:44 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:966.40 total_reward_ma:979.67 loss:-0.007323 fps:1380 +frame:4.19e+06 wall_t:3037 t:261875 epi:nan +opt_step:65440 lr:0.0001453 clip_eps:0.1 entropy:1.001 +2026-01-07 23:33:52 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:967.90 total_reward_ma:979.84 loss:0.002092 fps:1379 +frame:4.20e+06 wall_t:3045 t:262500 epi:nan +opt_step:65600 lr:0.000145 clip_eps:0.1 entropy:1.095 +2026-01-07 23:33:59 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:968.20 total_reward_ma:980.02 loss:-0.013 fps:1379 +frame:4.21e+06 wall_t:3052 t:263125 epi:nan +opt_step:65760 lr:0.0001448 clip_eps:0.1 entropy:1.187 +2026-01-07 23:34:07 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:974.70 total_reward_ma:980.20 loss:-0.005317 fps:1380 +frame:4.22e+06 wall_t:3059 t:263750 epi:nan +opt_step:65920 lr:0.0001445 clip_eps:0.1 entropy:1.039 +2026-01-07 23:34:13 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:977.40 total_reward_ma:980.43 loss:-0.01377 fps:1380 +frame:4.23e+06 wall_t:3066 t:264375 epi:nan +opt_step:66080 lr:0.0001443 clip_eps:0.1 entropy:1.047 +2026-01-07 23:34:21 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:974.10 total_reward_ma:980.63 loss:-0.007284 fps:1380 +frame:4.24e+06 wall_t:3073 t:265000 epi:nan +opt_step:66240 lr:0.000144 clip_eps:0.1 entropy:1.079 +2026-01-07 23:34:28 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:977.30 total_reward_ma:980.83 loss:-0.008858 fps:1380 +frame:4.25e+06 wall_t:3080 t:265625 epi:nan +opt_step:66400 lr:0.0001438 clip_eps:0.1 entropy:1.204 +2026-01-07 23:34:34 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:976.50 total_reward_ma:981.03 loss:0.003279 fps:1380 +frame:4.26e+06 wall_t:3087 t:266250 epi:nan +opt_step:66560 lr:0.0001435 clip_eps:0.1 entropy:1.194 +2026-01-07 23:34:41 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:976.80 total_reward_ma:981.24 loss:-0.0006155 fps:1380 +frame:4.27e+06 wall_t:3094 t:266875 epi:nan +opt_step:66688 lr:0.0001433 clip_eps:0.1 entropy:1.138 +2026-01-07 23:34:48 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:975.90 total_reward_ma:981.42 loss:-0.01007 fps:1380 +frame:4.28e+06 wall_t:3101 t:267500 epi:nan +opt_step:66848 lr:0.000143 clip_eps:0.1 entropy:1.056 +2026-01-07 23:34:55 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:978.00 total_reward_ma:981.60 loss:-0.0002326 fps:1380 +frame:4.29e+06 wall_t:3108 t:268125 epi:nan +opt_step:67008 lr:0.0001428 clip_eps:0.1 entropy:1.162 +2026-01-07 23:35:02 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:978.20 total_reward_ma:981.80 loss:-0.01051 fps:1381 +frame:4.30e+06 wall_t:3114 t:268750 epi:nan +opt_step:67168 lr:0.0001425 clip_eps:0.1 entropy:1.213 +2026-01-07 23:35:09 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:979.40 total_reward_ma:982.01 loss:-0.007829 fps:1381 +frame:4.31e+06 wall_t:3121 t:269375 epi:nan +opt_step:67328 lr:0.0001423 clip_eps:0.1 entropy:1.064 +2026-01-07 23:35:16 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:979.40 total_reward_ma:982.21 loss:-0.001967 fps:1381 +frame:4.32e+06 wall_t:3129 t:270000 epi:nan +opt_step:67488 lr:0.000142 clip_eps:0.1 entropy:1.113 +2026-01-07 23:35:24 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:985.30 total_reward_ma:982.47 loss:-0.0009827 fps:1381 +frame:4.33e+06 wall_t:3136 t:270625 epi:nan +opt_step:67648 lr:0.0001418 clip_eps:0.1 entropy:1.134 +2026-01-07 23:35:31 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:989.90 total_reward_ma:982.79 loss:-0.004372 fps:1381 +frame:4.34e+06 wall_t:3143 t:271250 epi:nan +opt_step:67808 lr:0.0001415 clip_eps:0.1 entropy:1.204 +2026-01-07 23:35:38 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:992.10 total_reward_ma:983.13 loss:-0.0009553 fps:1381 +frame:4.35e+06 wall_t:3151 t:271875 epi:nan +opt_step:67968 lr:0.0001413 clip_eps:0.1 entropy:1.165 +2026-01-07 23:35:44 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1001.60 total_reward_ma:983.55 loss:-0.0003989 fps:1381 +frame:4.36e+06 wall_t:3157 t:272500 epi:nan +opt_step:68096 lr:0.000141 clip_eps:0.1 entropy:1.123 +2026-01-07 23:35:51 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1004.20 total_reward_ma:983.89 loss:-0.004254 fps:1381 +frame:4.37e+06 wall_t:3164 t:273125 epi:nan +opt_step:68256 lr:0.0001408 clip_eps:0.1 entropy:1.142 +2026-01-07 23:35:59 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1007.70 total_reward_ma:984.21 loss:-0.006557 fps:1381 +frame:4.38e+06 wall_t:3171 t:273750 epi:nan +opt_step:68416 lr:0.0001405 clip_eps:0.1 entropy:1.082 +2026-01-07 23:36:06 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1002.60 total_reward_ma:984.48 loss:-0.006171 fps:1381 +frame:4.39e+06 wall_t:3179 t:274375 epi:nan +opt_step:68576 lr:0.0001403 clip_eps:0.1 entropy:1.23 +2026-01-07 23:36:14 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:996.20 total_reward_ma:984.72 loss:-0.005835 fps:1381 +frame:4.40e+06 wall_t:3186 t:275000 epi:nan +opt_step:68736 lr:0.00014 clip_eps:0.1 entropy:1.248 +2026-01-07 23:36:22 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:994.90 total_reward_ma:984.98 loss:2.966e-05 fps:1381 +frame:4.41e+06 wall_t:3194 t:275625 epi:nan +opt_step:68896 lr:0.0001398 clip_eps:0.1 entropy:1.148 +2026-01-07 23:36:30 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:993.70 total_reward_ma:985.23 loss:0.001557 fps:1380 +frame:4.42e+06 wall_t:3203 t:276250 epi:nan +opt_step:69056 lr:0.0001395 clip_eps:0.1 entropy:1.115 +2026-01-07 23:36:37 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:996.20 total_reward_ma:985.44 loss:0.0007405 fps:1380 +frame:4.43e+06 wall_t:3210 t:276875 epi:nan +opt_step:69216 lr:0.0001393 clip_eps:0.1 entropy:1.115 +2026-01-07 23:36:44 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:998.90 total_reward_ma:985.67 loss:-0.00501 fps:1381 +frame:4.44e+06 wall_t:3216 t:277500 epi:nan +opt_step:69344 lr:0.000139 clip_eps:0.1 entropy:1.105 +2026-01-07 23:36:51 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1001.20 total_reward_ma:985.92 loss:0.002104 fps:1381 +frame:4.45e+06 wall_t:3223 t:278125 epi:nan +opt_step:69504 lr:0.0001388 clip_eps:0.1 entropy:1.164 +2026-01-07 23:36:58 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1003.60 total_reward_ma:986.16 loss:0.0001787 fps:1380 +frame:4.46e+06 wall_t:3231 t:278750 epi:nan +opt_step:69664 lr:0.0001385 clip_eps:0.1 entropy:1.146 +2026-01-07 23:37:06 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1009.00 total_reward_ma:986.45 loss:-0.002102 fps:1380 +frame:4.47e+06 wall_t:3238 t:279375 epi:nan +opt_step:69824 lr:0.0001383 clip_eps:0.1 entropy:1.208 +2026-01-07 23:37:13 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1008.90 total_reward_ma:986.74 loss:-0.0005757 fps:1380 +frame:4.48e+06 wall_t:3246 t:280000 epi:nan +opt_step:69984 lr:0.000138 clip_eps:0.1 entropy:1.175 +2026-01-07 23:37:20 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1013.80 total_reward_ma:987.10 loss:0.003607 fps:1380 +frame:4.49e+06 wall_t:3253 t:280625 epi:nan +opt_step:70144 lr:0.0001378 clip_eps:0.1 entropy:1.294 +2026-01-07 23:37:27 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1014.30 total_reward_ma:987.46 loss:-0.002503 fps:1380 +frame:4.50e+06 wall_t:3260 t:281250 epi:nan +opt_step:70304 lr:0.0001375 clip_eps:0.1 entropy:1.111 +2026-01-07 23:37:34 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1014.60 total_reward_ma:987.82 loss:-0.002991 fps:1380 +frame:4.51e+06 wall_t:3267 t:281875 epi:nan +opt_step:70464 lr:0.0001373 clip_eps:0.1 entropy:1.217 +2026-01-07 23:37:41 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1009.30 total_reward_ma:988.09 loss:-0.0002367 fps:1381 +frame:4.52e+06 wall_t:3274 t:282500 epi:nan +opt_step:70624 lr:0.000137 clip_eps:0.1 entropy:1.119 +2026-01-07 23:37:47 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1011.90 total_reward_ma:988.33 loss:-0.00754 fps:1381 +frame:4.53e+06 wall_t:3280 t:283125 epi:nan +opt_step:70752 lr:0.0001368 clip_eps:0.1 entropy:1.094 +2026-01-07 23:37:54 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1011.70 total_reward_ma:988.59 loss:-0.004131 fps:1381 +frame:4.54e+06 wall_t:3287 t:283750 epi:nan +opt_step:70912 lr:0.0001365 clip_eps:0.1 entropy:1.173 +2026-01-07 23:38:01 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1009.00 total_reward_ma:988.84 loss:-0.009235 fps:1382 +frame:4.55e+06 wall_t:3293 t:284375 epi:nan +opt_step:71072 lr:0.0001363 clip_eps:0.1 entropy:1.105 +2026-01-07 23:38:08 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1008.90 total_reward_ma:989.06 loss:-0.005807 fps:1382 +frame:4.56e+06 wall_t:3300 t:285000 epi:nan +opt_step:71232 lr:0.000136 clip_eps:0.1 entropy:1.138 +2026-01-07 23:38:15 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1011.30 total_reward_ma:989.25 loss:0.0005741 fps:1381 +frame:4.57e+06 wall_t:3308 t:285625 epi:nan +opt_step:71392 lr:0.0001358 clip_eps:0.1 entropy:1.107 +2026-01-07 23:38:22 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1015.60 total_reward_ma:989.47 loss:-0.009028 fps:1382 +frame:4.58e+06 wall_t:3315 t:286250 epi:nan +opt_step:71552 lr:0.0001355 clip_eps:0.1 entropy:1.17 +2026-01-07 23:38:29 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1019.00 total_reward_ma:989.65 loss:-0.01227 fps:1382 +frame:4.59e+06 wall_t:3322 t:286875 epi:nan +opt_step:71712 lr:0.0001353 clip_eps:0.1 entropy:1.118 +2026-01-07 23:38:36 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1022.30 total_reward_ma:989.86 loss:0.001558 fps:1382 +frame:4.60e+06 wall_t:3329 t:287500 epi:nan +opt_step:71872 lr:0.000135 clip_eps:0.1 entropy:1.232 +2026-01-07 23:38:43 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1017.80 total_reward_ma:990.01 loss:-0.002679 fps:1382 +frame:4.61e+06 wall_t:3336 t:288125 epi:nan +opt_step:72000 lr:0.0001348 clip_eps:0.1 entropy:1.284 +2026-01-07 23:38:50 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1015.60 total_reward_ma:990.09 loss:-0.004793 fps:1382 +frame:4.62e+06 wall_t:3343 t:288750 epi:nan +opt_step:72160 lr:0.0001345 clip_eps:0.1 entropy:1.18 +2026-01-07 23:38:57 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1014.40 total_reward_ma:990.17 loss:-0.00411 fps:1382 +frame:4.63e+06 wall_t:3350 t:289375 epi:nan +opt_step:72320 lr:0.0001343 clip_eps:0.1 entropy:1.213 +2026-01-07 23:39:04 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1016.40 total_reward_ma:990.30 loss:-0.005045 fps:1382 +frame:4.64e+06 wall_t:3357 t:290000 epi:nan +opt_step:72480 lr:0.000134 clip_eps:0.1 entropy:1.073 +2026-01-07 23:39:13 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1017.30 total_reward_ma:990.45 loss:-0.006645 fps:1382 +frame:4.65e+06 wall_t:3365 t:290625 epi:nan +opt_step:72640 lr:0.0001338 clip_eps:0.1 entropy:1.132 +2026-01-07 23:39:20 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1023.80 total_reward_ma:990.67 loss:-0.006705 fps:1382 +frame:4.66e+06 wall_t:3372 t:291250 epi:nan +opt_step:72800 lr:0.0001335 clip_eps:0.1 entropy:1.217 +2026-01-07 23:39:26 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1022.80 total_reward_ma:990.90 loss:-0.006266 fps:1382 +frame:4.67e+06 wall_t:3379 t:291875 epi:nan +opt_step:72960 lr:0.0001333 clip_eps:0.1 entropy:1.218 +2026-01-07 23:39:33 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1020.90 total_reward_ma:991.16 loss:-0.006109 fps:1383 +frame:4.68e+06 wall_t:3385 t:292500 epi:nan +opt_step:73120 lr:0.000133 clip_eps:0.1 entropy:1.286 +2026-01-07 23:39:40 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1016.90 total_reward_ma:991.35 loss:-0.004925 fps:1383 +frame:4.69e+06 wall_t:3392 t:293125 epi:nan +opt_step:73280 lr:0.0001328 clip_eps:0.1 entropy:1.222 +2026-01-07 23:39:46 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1016.60 total_reward_ma:991.55 loss:-0.002325 fps:1383 +frame:4.70e+06 wall_t:3399 t:293750 epi:nan +opt_step:73408 lr:0.0001325 clip_eps:0.1 entropy:1.238 +2026-01-07 23:39:54 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1021.10 total_reward_ma:991.85 loss:-0.004669 fps:1383 +frame:4.71e+06 wall_t:3406 t:294375 epi:nan +opt_step:73568 lr:0.0001323 clip_eps:0.1 entropy:1.092 +2026-01-07 23:40:00 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1022.00 total_reward_ma:992.14 loss:-0.007258 fps:1383 +frame:4.72e+06 wall_t:3413 t:295000 epi:nan +opt_step:73728 lr:0.000132 clip_eps:0.1 entropy:1.095 +2026-01-07 23:40:07 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1021.70 total_reward_ma:992.44 loss:-0.003901 fps:1383 +frame:4.73e+06 wall_t:3420 t:295625 epi:nan +opt_step:73888 lr:0.0001318 clip_eps:0.1 entropy:1.133 +2026-01-07 23:40:14 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1022.60 total_reward_ma:992.68 loss:-0.003296 fps:1384 +frame:4.74e+06 wall_t:3426 t:296250 epi:nan +opt_step:74048 lr:0.0001315 clip_eps:0.1 entropy:1.123 +2026-01-07 23:40:21 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1021.00 total_reward_ma:992.90 loss:-0.01182 fps:1383 +frame:4.75e+06 wall_t:3434 t:296875 epi:nan +opt_step:74208 lr:0.0001313 clip_eps:0.1 entropy:1.172 +2026-01-07 23:40:28 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1025.10 total_reward_ma:993.20 loss:-0.003363 fps:1383 +frame:4.76e+06 wall_t:3441 t:297500 epi:nan +opt_step:74368 lr:0.000131 clip_eps:0.1 entropy:1.182 +2026-01-07 23:40:35 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1021.80 total_reward_ma:993.49 loss:-0.005371 fps:1383 +frame:4.77e+06 wall_t:3448 t:298125 epi:nan +opt_step:74528 lr:0.0001308 clip_eps:0.1 entropy:1.222 +2026-01-07 23:40:42 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1020.00 total_reward_ma:993.76 loss:-0.001675 fps:1384 +frame:4.78e+06 wall_t:3455 t:298750 epi:nan +opt_step:74656 lr:0.0001306 clip_eps:0.1 entropy:1.34 +2026-01-07 23:40:50 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1019.00 total_reward_ma:994.07 loss:-0.008006 fps:1383 +frame:4.79e+06 wall_t:3463 t:299375 epi:nan +opt_step:74816 lr:0.0001303 clip_eps:0.1 entropy:1.248 +2026-01-07 23:40:57 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1015.90 total_reward_ma:994.31 loss:-0.002327 fps:1383 +frame:4.80e+06 wall_t:3470 t:300000 epi:nan +opt_step:74976 lr:0.00013 clip_eps:0.1 entropy:1.088 +2026-01-07 23:41:04 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1019.20 total_reward_ma:994.61 loss:-0.006878 fps:1383 +frame:4.81e+06 wall_t:3477 t:300625 epi:nan +opt_step:75136 lr:0.0001298 clip_eps:0.1 entropy:1.212 +2026-01-07 23:41:11 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1019.00 total_reward_ma:994.95 loss:-0.003583 fps:1383 +frame:4.82e+06 wall_t:3484 t:301250 epi:nan +opt_step:75296 lr:0.0001295 clip_eps:0.1 entropy:1.221 +2026-01-07 23:41:18 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1019.10 total_reward_ma:995.36 loss:-0.006975 fps:1384 +frame:4.83e+06 wall_t:3491 t:301875 epi:nan +opt_step:75456 lr:0.0001293 clip_eps:0.1 entropy:1.155 +2026-01-07 23:41:25 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1018.20 total_reward_ma:995.75 loss:-0.0019 fps:1384 +frame:4.84e+06 wall_t:3498 t:302500 epi:nan +opt_step:75616 lr:0.000129 clip_eps:0.1 entropy:1.23 +2026-01-07 23:41:32 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1008.00 total_reward_ma:996.08 loss:0.003918 fps:1384 +frame:4.85e+06 wall_t:3504 t:303125 epi:nan +opt_step:75776 lr:0.0001288 clip_eps:0.1 entropy:1.291 +2026-01-07 23:41:38 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1009.70 total_reward_ma:996.38 loss:-0.01032 fps:1384 +frame:4.86e+06 wall_t:3511 t:303750 epi:nan +opt_step:75936 lr:0.0001285 clip_eps:0.1 entropy:1.097 +2026-01-07 23:41:44 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1008.80 total_reward_ma:996.62 loss:-0.009069 fps:1385 +frame:4.87e+06 wall_t:3517 t:304375 epi:nan +opt_step:76064 lr:0.0001283 clip_eps:0.1 entropy:1.124 +2026-01-07 23:41:51 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1009.80 total_reward_ma:996.89 loss:-0.002111 fps:1385 +frame:4.88e+06 wall_t:3524 t:305000 epi:nan +opt_step:76224 lr:0.000128 clip_eps:0.1 entropy:1.225 +2026-01-07 23:41:58 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1014.80 total_reward_ma:997.27 loss:-0.004119 fps:1385 +frame:4.89e+06 wall_t:3530 t:305625 epi:nan +opt_step:76384 lr:0.0001278 clip_eps:0.1 entropy:1.185 +2026-01-07 23:42:04 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1015.40 total_reward_ma:997.61 loss:-0.009982 fps:1385 +frame:4.90e+06 wall_t:3537 t:306250 epi:nan +opt_step:76544 lr:0.0001275 clip_eps:0.1 entropy:1.198 +2026-01-07 23:42:11 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1008.00 total_reward_ma:997.89 loss:0.004047 fps:1385 +frame:4.91e+06 wall_t:3544 t:306875 epi:nan +opt_step:76704 lr:0.0001273 clip_eps:0.1 entropy:1.178 +2026-01-07 23:42:18 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1011.10 total_reward_ma:998.21 loss:-0.001692 fps:1386 +frame:4.92e+06 wall_t:3550 t:307500 epi:nan +opt_step:76864 lr:0.000127 clip_eps:0.1 entropy:1.072 +2026-01-07 23:42:25 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1007.70 total_reward_ma:998.52 loss:-0.002567 fps:1386 +frame:4.93e+06 wall_t:3557 t:308125 epi:nan +opt_step:77024 lr:0.0001268 clip_eps:0.1 entropy:1.195 +2026-01-07 23:42:31 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1003.40 total_reward_ma:998.82 loss:-0.01226 fps:1386 +frame:4.94e+06 wall_t:3564 t:308750 epi:nan +opt_step:77184 lr:0.0001265 clip_eps:0.1 entropy:1.163 +2026-01-07 23:42:38 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1001.50 total_reward_ma:999.05 loss:-0.00192 fps:1387 +frame:4.95e+06 wall_t:3570 t:309375 epi:nan +opt_step:77312 lr:0.0001263 clip_eps:0.1 entropy:1.148 +2026-01-07 23:42:44 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1001.60 total_reward_ma:999.24 loss:-0.005154 fps:1387 +frame:4.96e+06 wall_t:3577 t:310000 epi:nan +opt_step:77472 lr:0.000126 clip_eps:0.1 entropy:1.152 +2026-01-07 23:42:51 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1002.40 total_reward_ma:999.44 loss:0.00818 fps:1387 +frame:4.97e+06 wall_t:3584 t:310625 epi:nan +opt_step:77632 lr:0.0001258 clip_eps:0.1 entropy:1.282 +2026-01-07 23:42:58 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1005.40 total_reward_ma:999.68 loss:-0.0006523 fps:1387 +frame:4.98e+06 wall_t:3591 t:311250 epi:nan +opt_step:77792 lr:0.0001255 clip_eps:0.1 entropy:1.157 +2026-01-07 23:43:05 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1006.80 total_reward_ma:999.93 loss:-0.006955 fps:1387 +frame:4.99e+06 wall_t:3598 t:311875 epi:nan +opt_step:77952 lr:0.0001253 clip_eps:0.1 entropy:1.199 +2026-01-07 23:43:12 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1010.80 total_reward_ma:1000.24 loss:-0.01108 fps:1387 +frame:5.00e+06 wall_t:3604 t:312500 epi:nan +opt_step:78112 lr:0.000125 clip_eps:0.1 entropy:1.251 +2026-01-07 23:43:19 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1012.40 total_reward_ma:1000.58 loss:-0.003759 fps:1387 +frame:5.01e+06 wall_t:3611 t:313125 epi:nan +opt_step:78272 lr:0.0001248 clip_eps:0.1 entropy:1.199 +2026-01-07 23:43:25 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1015.70 total_reward_ma:1000.86 loss:-0.009559 fps:1388 +frame:5.02e+06 wall_t:3618 t:313750 epi:nan +opt_step:78432 lr:0.0001245 clip_eps:0.1 entropy:1.191 +2026-01-07 23:43:32 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1017.00 total_reward_ma:1001.16 loss:-0.006947 fps:1388 +frame:5.03e+06 wall_t:3625 t:314375 epi:nan +opt_step:78592 lr:0.0001243 clip_eps:0.1 entropy:1.2 +2026-01-07 23:43:39 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1018.40 total_reward_ma:1001.49 loss:-0.009321 fps:1388 +frame:5.04e+06 wall_t:3631 t:315000 epi:nan +opt_step:78720 lr:0.000124 clip_eps:0.1 entropy:1.202 +2026-01-07 23:43:45 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1020.10 total_reward_ma:1001.80 loss:-0.01083 fps:1388 +frame:5.05e+06 wall_t:3638 t:315625 epi:nan +opt_step:78880 lr:0.0001238 clip_eps:0.1 entropy:1.126 +2026-01-07 23:43:52 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1022.00 total_reward_ma:1002.16 loss:-0.007298 fps:1388 +frame:5.06e+06 wall_t:3645 t:316250 epi:nan +opt_step:79040 lr:0.0001235 clip_eps:0.1 entropy:1.099 +2026-01-07 23:43:59 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1025.20 total_reward_ma:1002.58 loss:-0.01101 fps:1388 +frame:5.07e+06 wall_t:3652 t:316875 epi:nan +opt_step:79200 lr:0.0001233 clip_eps:0.1 entropy:1.098 +2026-01-07 23:44:06 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1024.10 total_reward_ma:1002.98 loss:-0.002699 fps:1388 +frame:5.08e+06 wall_t:3659 t:317500 epi:nan +opt_step:79360 lr:0.000123 clip_eps:0.1 entropy:1.137 +2026-01-07 23:44:14 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1025.80 total_reward_ma:1003.42 loss:-0.00439 fps:1388 +frame:5.09e+06 wall_t:3666 t:318125 epi:nan +opt_step:79520 lr:0.0001228 clip_eps:0.1 entropy:1.244 +2026-01-07 23:44:20 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1026.20 total_reward_ma:1003.90 loss:-0.007737 fps:1389 +frame:5.10e+06 wall_t:3673 t:318750 epi:nan +opt_step:79680 lr:0.0001225 clip_eps:0.1 entropy:1.15 +2026-01-07 23:44:28 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1027.90 total_reward_ma:1004.36 loss:-0.0003774 fps:1389 +frame:5.11e+06 wall_t:3680 t:319375 epi:nan +opt_step:79840 lr:0.0001223 clip_eps:0.1 entropy:1.094 +2026-01-07 23:44:34 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1027.40 total_reward_ma:1004.84 loss:-0.007997 fps:1389 +frame:5.12e+06 wall_t:3687 t:320000 epi:nan +opt_step:80000 lr:0.000122 clip_eps:0.1 entropy:1.251 +2026-01-07 23:44:40 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1036.20 total_reward_ma:1005.37 loss:0.008269 fps:1389 +frame:5.13e+06 wall_t:3693 t:320625 epi:nan +opt_step:80128 lr:0.0001218 clip_eps:0.1 entropy:1.17 +2026-01-07 23:44:47 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1034.20 total_reward_ma:1005.94 loss:-0.01092 fps:1389 +frame:5.14e+06 wall_t:3700 t:321250 epi:nan +opt_step:80288 lr:0.0001215 clip_eps:0.1 entropy:1.01 +2026-01-07 23:44:54 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1034.50 total_reward_ma:1006.56 loss:-0.003982 fps:1389 +frame:5.15e+06 wall_t:3707 t:321875 epi:nan +opt_step:80448 lr:0.0001213 clip_eps:0.1 entropy:1.177 +2026-01-07 23:45:01 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1032.50 total_reward_ma:1007.22 loss:0.002327 fps:1389 +frame:5.16e+06 wall_t:3714 t:322500 epi:nan +opt_step:80608 lr:0.000121 clip_eps:0.1 entropy:1.232 +2026-01-07 23:45:08 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1035.70 total_reward_ma:1007.92 loss:-0.0007273 fps:1390 +frame:5.17e+06 wall_t:3720 t:323125 epi:nan +opt_step:80768 lr:0.0001208 clip_eps:0.1 entropy:1.179 +2026-01-07 23:45:15 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1034.00 total_reward_ma:1008.61 loss:-0.003394 fps:1389 +frame:5.18e+06 wall_t:3728 t:323750 epi:nan +opt_step:80928 lr:0.0001205 clip_eps:0.1 entropy:1.061 +2026-01-07 23:45:22 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1034.60 total_reward_ma:1009.29 loss:0.01178 fps:1390 +frame:5.19e+06 wall_t:3735 t:324375 epi:nan +opt_step:81088 lr:0.0001203 clip_eps:0.1 entropy:1.353 +2026-01-07 23:45:29 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1032.70 total_reward_ma:1009.94 loss:-0.00787 fps:1390 +frame:5.20e+06 wall_t:3742 t:325000 epi:nan +opt_step:81248 lr:0.00012 clip_eps:0.1 entropy:1.188 +2026-01-07 23:45:36 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1031.90 total_reward_ma:1010.57 loss:-0.007685 fps:1390 +frame:5.21e+06 wall_t:3748 t:325625 epi:nan +opt_step:81376 lr:0.0001198 clip_eps:0.1 entropy:1.253 +2026-01-07 23:45:43 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1027.90 total_reward_ma:1011.11 loss:0.005637 fps:1390 +frame:5.22e+06 wall_t:3755 t:326250 epi:nan +opt_step:81536 lr:0.0001195 clip_eps:0.1 entropy:1.294 +2026-01-07 23:45:50 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1026.60 total_reward_ma:1011.60 loss:-0.009803 fps:1390 +frame:5.23e+06 wall_t:3763 t:326875 epi:nan +opt_step:81696 lr:0.0001193 clip_eps:0.1 entropy:1.099 +2026-01-07 23:45:57 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1027.30 total_reward_ma:1012.13 loss:-0.0005364 fps:1390 +frame:5.24e+06 wall_t:3770 t:327500 epi:nan +opt_step:81856 lr:0.000119 clip_eps:0.1 entropy:1.164 +2026-01-07 23:46:04 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1027.90 total_reward_ma:1012.63 loss:-0.0004126 fps:1390 +frame:5.25e+06 wall_t:3776 t:328125 epi:nan +opt_step:82016 lr:0.0001188 clip_eps:0.1 entropy:1.166 +2026-01-07 23:46:11 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1025.90 total_reward_ma:1013.13 loss:-0.002793 fps:1390 +frame:5.26e+06 wall_t:3783 t:328750 epi:nan +opt_step:82176 lr:0.0001185 clip_eps:0.1 entropy:1.241 +2026-01-07 23:46:18 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1028.30 total_reward_ma:1013.64 loss:0.003155 fps:1390 +frame:5.27e+06 wall_t:3791 t:329375 epi:nan +opt_step:82336 lr:0.0001183 clip_eps:0.1 entropy:1.335 +2026-01-07 23:46:25 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1023.40 total_reward_ma:1014.12 loss:-0.004006 fps:1390 +frame:5.28e+06 wall_t:3798 t:330000 epi:nan +opt_step:82496 lr:0.000118 clip_eps:0.1 entropy:1.102 +2026-01-07 23:46:32 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1024.30 total_reward_ma:1014.58 loss:-0.002339 fps:1391 +frame:5.29e+06 wall_t:3804 t:330625 epi:nan +opt_step:82656 lr:0.0001178 clip_eps:0.1 entropy:1.135 +2026-01-07 23:46:39 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1024.60 total_reward_ma:1015.05 loss:-0.005244 fps:1391 +frame:5.30e+06 wall_t:3811 t:331250 epi:nan +opt_step:82784 lr:0.0001175 clip_eps:0.1 entropy:1.332 +2026-01-07 23:46:46 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1016.50 total_reward_ma:1015.42 loss:-0.003864 fps:1391 +frame:5.31e+06 wall_t:3818 t:331875 epi:nan +opt_step:82944 lr:0.0001173 clip_eps:0.1 entropy:1.28 +2026-01-07 23:46:53 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1012.90 total_reward_ma:1015.75 loss:0.001503 fps:1390 +frame:5.32e+06 wall_t:3826 t:332500 epi:nan +opt_step:83104 lr:0.000117 clip_eps:0.1 entropy:1.183 +2026-01-07 23:47:00 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1013.50 total_reward_ma:1016.03 loss:0.001571 fps:1391 +frame:5.33e+06 wall_t:3833 t:333125 epi:nan +opt_step:83264 lr:0.0001168 clip_eps:0.1 entropy:1.208 +2026-01-07 23:47:07 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1012.80 total_reward_ma:1016.26 loss:-0.0008349 fps:1391 +frame:5.34e+06 wall_t:3839 t:333750 epi:nan +opt_step:83424 lr:0.0001165 clip_eps:0.1 entropy:1.146 +2026-01-07 23:47:14 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1016.20 total_reward_ma:1016.50 loss:-0.002751 fps:1391 +frame:5.35e+06 wall_t:3846 t:334375 epi:nan +opt_step:83584 lr:0.0001163 clip_eps:0.1 entropy:1.101 +2026-01-07 23:47:20 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1015.40 total_reward_ma:1016.64 loss:0.009113 fps:1391 +frame:5.36e+06 wall_t:3853 t:335000 epi:nan +opt_step:83744 lr:0.000116 clip_eps:0.1 entropy:1.268 +2026-01-07 23:47:27 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1013.00 total_reward_ma:1016.73 loss:0.005707 fps:1391 +frame:5.37e+06 wall_t:3860 t:335625 epi:nan +opt_step:83904 lr:0.0001158 clip_eps:0.1 entropy:1.294 +2026-01-07 23:47:34 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1011.80 total_reward_ma:1016.77 loss:0.00604 fps:1392 +frame:5.38e+06 wall_t:3866 t:336250 epi:nan +opt_step:84032 lr:0.0001155 clip_eps:0.1 entropy:1.152 +2026-01-07 23:47:41 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1008.50 total_reward_ma:1016.83 loss:0.003254 fps:1391 +frame:5.39e+06 wall_t:3874 t:336875 epi:nan +opt_step:84192 lr:0.0001153 clip_eps:0.1 entropy:1.212 +2026-01-07 23:47:49 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1007.40 total_reward_ma:1016.94 loss:0.003807 fps:1391 +frame:5.40e+06 wall_t:3881 t:337500 epi:nan +opt_step:84352 lr:0.000115 clip_eps:0.1 entropy:1.279 +2026-01-07 23:47:56 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1009.70 total_reward_ma:1017.09 loss:-0.005295 fps:1391 +frame:5.41e+06 wall_t:3889 t:338125 epi:nan +opt_step:84512 lr:0.0001148 clip_eps:0.1 entropy:1.225 +2026-01-07 23:48:03 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1013.20 total_reward_ma:1017.29 loss:-0.002866 fps:1391 +frame:5.42e+06 wall_t:3896 t:338750 epi:nan +opt_step:84672 lr:0.0001145 clip_eps:0.1 entropy:1.148 +2026-01-07 23:48:10 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1011.10 total_reward_ma:1017.43 loss:-0.004409 fps:1391 +frame:5.43e+06 wall_t:3903 t:339375 epi:nan +opt_step:84832 lr:0.0001143 clip_eps:0.1 entropy:1.217 +2026-01-07 23:48:17 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1010.70 total_reward_ma:1017.55 loss:-0.009708 fps:1391 +frame:5.44e+06 wall_t:3910 t:340000 epi:nan +opt_step:84992 lr:0.000114 clip_eps:0.1 entropy:1.095 +2026-01-07 23:48:24 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1009.00 total_reward_ma:1017.63 loss:-0.008799 fps:1391 +frame:5.45e+06 wall_t:3917 t:340625 epi:nan +opt_step:85152 lr:0.0001138 clip_eps:0.1 entropy:1.166 +2026-01-07 23:48:31 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1006.40 total_reward_ma:1017.66 loss:-0.001979 fps:1392 +frame:5.46e+06 wall_t:3923 t:341250 epi:nan +opt_step:85312 lr:0.0001135 clip_eps:0.1 entropy:1.23 +2026-01-07 23:48:37 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1008.20 total_reward_ma:1017.65 loss:-0.00444 fps:1392 +frame:5.47e+06 wall_t:3929 t:341875 epi:nan +opt_step:85440 lr:0.0001133 clip_eps:0.1 entropy:1.079 +2026-01-07 23:48:44 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1006.00 total_reward_ma:1017.62 loss:-0.009333 fps:1392 +frame:5.48e+06 wall_t:3936 t:342500 epi:nan +opt_step:85600 lr:0.000113 clip_eps:0.1 entropy:1.124 +2026-01-07 23:48:50 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1006.40 total_reward_ma:1017.55 loss:-0.002882 fps:1392 +frame:5.49e+06 wall_t:3943 t:343125 epi:nan +opt_step:85760 lr:0.0001128 clip_eps:0.1 entropy:1.357 +2026-01-07 23:48:58 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1015.20 total_reward_ma:1017.56 loss:0.0008943 fps:1392 +frame:5.50e+06 wall_t:3950 t:343750 epi:nan +opt_step:85920 lr:0.0001125 clip_eps:0.1 entropy:1.172 +2026-01-07 23:49:05 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1015.30 total_reward_ma:1017.56 loss:-0.007973 fps:1392 +frame:5.51e+06 wall_t:3957 t:344375 epi:nan +opt_step:86080 lr:0.0001123 clip_eps:0.1 entropy:1.09 +2026-01-07 23:49:11 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1018.60 total_reward_ma:1017.66 loss:-0.0004694 fps:1393 +frame:5.52e+06 wall_t:3964 t:345000 epi:nan +opt_step:86240 lr:0.000112 clip_eps:0.1 entropy:1.165 +2026-01-07 23:49:18 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1022.50 total_reward_ma:1017.76 loss:9.652e-05 fps:1393 +frame:5.53e+06 wall_t:3971 t:345625 epi:nan +opt_step:86400 lr:0.0001118 clip_eps:0.1 entropy:1.139 +2026-01-07 23:49:25 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1018.90 total_reward_ma:1017.83 loss:-0.01054 fps:1393 +frame:5.54e+06 wall_t:3978 t:346250 epi:nan +opt_step:86560 lr:0.0001115 clip_eps:0.1 entropy:1.076 +2026-01-07 23:49:31 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1022.20 total_reward_ma:1017.97 loss:-0.001724 fps:1393 +frame:5.55e+06 wall_t:3984 t:346875 epi:nan +opt_step:86688 lr:0.0001113 clip_eps:0.1 entropy:1.239 +2026-01-07 23:49:38 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1020.20 total_reward_ma:1018.08 loss:-0.00462 fps:1393 +frame:5.56e+06 wall_t:3990 t:347500 epi:nan +opt_step:86848 lr:0.000111 clip_eps:0.1 entropy:1.303 +2026-01-07 23:49:44 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1021.60 total_reward_ma:1018.18 loss:-0.00392 fps:1394 +frame:5.57e+06 wall_t:3997 t:348125 epi:nan +opt_step:87008 lr:0.0001108 clip_eps:0.1 entropy:1.062 +2026-01-07 23:49:51 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1024.30 total_reward_ma:1018.27 loss:-0.005695 fps:1394 +frame:5.58e+06 wall_t:4004 t:348750 epi:nan +opt_step:87168 lr:0.0001105 clip_eps:0.1 entropy:1.167 +2026-01-07 23:49:58 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1033.70 total_reward_ma:1018.42 loss:-0.008435 fps:1394 +frame:5.59e+06 wall_t:4011 t:349375 epi:nan +opt_step:87328 lr:0.0001103 clip_eps:0.1 entropy:1.048 +2026-01-07 23:50:06 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1037.00 total_reward_ma:1018.56 loss:-0.002841 fps:1394 +frame:5.60e+06 wall_t:4018 t:350000 epi:nan +opt_step:87488 lr:0.00011 clip_eps:0.1 entropy:1.059 +2026-01-07 23:50:13 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1035.40 total_reward_ma:1018.74 loss:0.001466 fps:1394 +frame:5.61e+06 wall_t:4025 t:350625 epi:nan +opt_step:87648 lr:0.0001098 clip_eps:0.1 entropy:1.121 +2026-01-07 23:50:20 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1034.10 total_reward_ma:1018.92 loss:-0.008639 fps:1394 +frame:5.62e+06 wall_t:4032 t:351250 epi:nan +opt_step:87808 lr:0.0001095 clip_eps:0.1 entropy:1.116 +2026-01-07 23:50:26 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1036.60 total_reward_ma:1019.15 loss:-0.007543 fps:1394 +frame:5.63e+06 wall_t:4039 t:351875 epi:nan +opt_step:87968 lr:0.0001093 clip_eps:0.1 entropy:1.028 +2026-01-07 23:50:33 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1035.20 total_reward_ma:1019.33 loss:-0.008672 fps:1394 +frame:5.64e+06 wall_t:4045 t:352500 epi:nan +opt_step:88096 lr:0.000109 clip_eps:0.1 entropy:1.042 +2026-01-07 23:50:39 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1037.00 total_reward_ma:1019.53 loss:-0.007458 fps:1394 +frame:5.65e+06 wall_t:4052 t:353125 epi:nan +opt_step:88256 lr:0.0001088 clip_eps:0.1 entropy:1.171 +2026-01-07 23:50:46 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1041.10 total_reward_ma:1019.70 loss:0.001094 fps:1394 +frame:5.66e+06 wall_t:4059 t:353750 epi:nan +opt_step:88416 lr:0.0001085 clip_eps:0.1 entropy:1.198 +2026-01-07 23:50:53 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1043.70 total_reward_ma:1019.91 loss:-0.01327 fps:1394 +frame:5.67e+06 wall_t:4066 t:354375 epi:nan +opt_step:88576 lr:0.0001083 clip_eps:0.1 entropy:1.043 +2026-01-07 23:51:00 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1044.00 total_reward_ma:1020.14 loss:-0.0031 fps:1395 +frame:5.68e+06 wall_t:4073 t:355000 epi:nan +opt_step:88736 lr:0.000108 clip_eps:0.1 entropy:1.158 +2026-01-07 23:51:07 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1048.70 total_reward_ma:1020.46 loss:-0.005942 fps:1395 +frame:5.69e+06 wall_t:4080 t:355625 epi:nan +opt_step:88896 lr:0.0001078 clip_eps:0.1 entropy:1.11 +2026-01-07 23:51:14 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1046.70 total_reward_ma:1020.76 loss:-0.005061 fps:1395 +frame:5.70e+06 wall_t:4087 t:356250 epi:nan +opt_step:89056 lr:0.0001075 clip_eps:0.1 entropy:1.155 +2026-01-07 23:51:21 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1046.70 total_reward_ma:1021.02 loss:-0.01177 fps:1395 +frame:5.71e+06 wall_t:4094 t:356875 epi:nan +opt_step:89216 lr:0.0001073 clip_eps:0.1 entropy:1.251 +2026-01-07 23:51:27 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1046.90 total_reward_ma:1021.27 loss:-0.001005 fps:1395 +frame:5.72e+06 wall_t:4100 t:357500 epi:nan +opt_step:89344 lr:0.000107 clip_eps:0.1 entropy:1.36 +2026-01-07 23:51:35 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1046.70 total_reward_ma:1021.52 loss:-0.01267 fps:1395 +frame:5.73e+06 wall_t:4107 t:358125 epi:nan +opt_step:89504 lr:0.0001068 clip_eps:0.1 entropy:1.07 +2026-01-07 23:51:42 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1050.50 total_reward_ma:1021.80 loss:0.0009846 fps:1395 +frame:5.74e+06 wall_t:4114 t:358750 epi:nan +opt_step:89664 lr:0.0001065 clip_eps:0.1 entropy:1.21 +2026-01-07 23:51:48 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1050.60 total_reward_ma:1022.09 loss:-0.003328 fps:1395 +frame:5.75e+06 wall_t:4121 t:359375 epi:nan +opt_step:89824 lr:0.0001063 clip_eps:0.1 entropy:1.15 +2026-01-07 23:51:55 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1053.90 total_reward_ma:1022.38 loss:-0.01145 fps:1395 +frame:5.76e+06 wall_t:4128 t:360000 epi:nan +opt_step:89984 lr:0.000106 clip_eps:0.1 entropy:1.03 +2026-01-07 23:52:01 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1055.50 total_reward_ma:1022.72 loss:-0.0007691 fps:1396 +frame:5.77e+06 wall_t:4134 t:360625 epi:nan +opt_step:90144 lr:0.0001058 clip_eps:0.1 entropy:1.322 +2026-01-07 23:52:08 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1053.10 total_reward_ma:1023.05 loss:-0.005996 fps:1396 +frame:5.78e+06 wall_t:4140 t:361250 epi:nan +opt_step:90304 lr:0.0001055 clip_eps:0.1 entropy:1.26 +2026-01-07 23:52:14 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1049.50 total_reward_ma:1023.35 loss:-0.01175 fps:1396 +frame:5.79e+06 wall_t:4147 t:361875 epi:nan +opt_step:90464 lr:0.0001053 clip_eps:0.1 entropy:1.136 +2026-01-07 23:52:21 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1050.20 total_reward_ma:1023.70 loss:-0.005207 fps:1396 +frame:5.80e+06 wall_t:4154 t:362500 epi:nan +opt_step:90624 lr:0.000105 clip_eps:0.1 entropy:1.183 +2026-01-07 23:52:28 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1050.20 total_reward_ma:1024.01 loss:-0.005796 fps:1397 +frame:5.81e+06 wall_t:4160 t:363125 epi:nan +opt_step:90752 lr:0.0001048 clip_eps:0.1 entropy:1.208 +2026-01-07 23:52:35 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1050.30 total_reward_ma:1024.32 loss:-0.01247 fps:1397 +frame:5.82e+06 wall_t:4167 t:363750 epi:nan +opt_step:90912 lr:0.0001045 clip_eps:0.1 entropy:1.02 +2026-01-07 23:52:41 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1050.60 total_reward_ma:1024.64 loss:-0.006879 fps:1397 +frame:5.83e+06 wall_t:4174 t:364375 epi:nan +opt_step:91072 lr:0.0001043 clip_eps:0.1 entropy:1.236 +2026-01-07 23:52:48 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1053.40 total_reward_ma:1024.99 loss:-0.005156 fps:1397 +frame:5.84e+06 wall_t:4181 t:365000 epi:nan +opt_step:91232 lr:0.000104 clip_eps:0.1 entropy:1.192 +2026-01-07 23:52:55 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1051.80 total_reward_ma:1025.42 loss:-0.006448 fps:1397 +frame:5.85e+06 wall_t:4188 t:365625 epi:nan +opt_step:91392 lr:0.0001038 clip_eps:0.1 entropy:1.157 +2026-01-07 23:53:03 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1052.10 total_reward_ma:1025.85 loss:-0.001377 fps:1397 +frame:5.86e+06 wall_t:4195 t:366250 epi:nan +opt_step:91552 lr:0.0001035 clip_eps:0.1 entropy:1.095 +2026-01-07 23:53:09 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1044.90 total_reward_ma:1026.21 loss:-0.002724 fps:1397 +frame:5.87e+06 wall_t:4202 t:366875 epi:nan +opt_step:91712 lr:0.0001033 clip_eps:0.1 entropy:1.404 +2026-01-07 23:53:16 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1046.90 total_reward_ma:1026.58 loss:-0.007607 fps:1397 +frame:5.88e+06 wall_t:4208 t:367500 epi:nan +opt_step:91872 lr:0.000103 clip_eps:0.1 entropy:1.199 +2026-01-07 23:53:22 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1046.10 total_reward_ma:1026.89 loss:0.0001622 fps:1397 +frame:5.89e+06 wall_t:4215 t:368125 epi:nan +opt_step:92000 lr:0.0001028 clip_eps:0.1 entropy:1.173 +2026-01-07 23:53:29 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1038.40 total_reward_ma:1027.12 loss:0.009062 fps:1397 +frame:5.90e+06 wall_t:4222 t:368750 epi:nan +opt_step:92160 lr:0.0001025 clip_eps:0.1 entropy:1.345 +2026-01-07 23:53:36 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1038.20 total_reward_ma:1027.43 loss:-0.01226 fps:1397 +frame:5.91e+06 wall_t:4229 t:369375 epi:nan +opt_step:92320 lr:0.0001023 clip_eps:0.1 entropy:1.131 +2026-01-07 23:53:44 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1040.50 total_reward_ma:1027.72 loss:-0.005821 fps:1398 +frame:5.92e+06 wall_t:4236 t:370000 epi:nan +opt_step:92480 lr:0.000102 clip_eps:0.1 entropy:1.188 +2026-01-07 23:53:51 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1035.80 total_reward_ma:1028.00 loss:0.0006552 fps:1397 +frame:5.93e+06 wall_t:4244 t:370625 epi:nan +opt_step:92640 lr:0.0001018 clip_eps:0.1 entropy:1.309 +2026-01-07 23:53:58 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1033.40 total_reward_ma:1028.30 loss:-0.002193 fps:1397 +frame:5.94e+06 wall_t:4251 t:371250 epi:nan +opt_step:92800 lr:0.0001015 clip_eps:0.1 entropy:1.187 +2026-01-07 23:54:05 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1032.60 total_reward_ma:1028.61 loss:-0.006978 fps:1397 +frame:5.95e+06 wall_t:4258 t:371875 epi:nan +opt_step:92960 lr:0.0001013 clip_eps:0.1 entropy:1.148 +2026-01-07 23:54:13 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1024.70 total_reward_ma:1028.84 loss:-0.006984 fps:1397 +frame:5.96e+06 wall_t:4266 t:372500 epi:nan +opt_step:93120 lr:0.000101 clip_eps:0.1 entropy:1.117 +2026-01-07 23:54:21 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1025.40 total_reward_ma:1029.07 loss:-0.006199 fps:1397 +frame:5.97e+06 wall_t:4273 t:373125 epi:nan +opt_step:93280 lr:0.0001008 clip_eps:0.1 entropy:1.197 +2026-01-07 23:54:27 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1024.10 total_reward_ma:1029.26 loss:0.0008275 fps:1397 +frame:5.98e+06 wall_t:4280 t:373750 epi:nan +opt_step:93408 lr:0.0001005 clip_eps:0.1 entropy:1.139 +2026-01-07 23:54:34 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1019.10 total_reward_ma:1029.38 loss:0.001712 fps:1397 +frame:5.99e+06 wall_t:4287 t:374375 epi:nan +opt_step:93568 lr:0.0001003 clip_eps:0.1 entropy:1.218 +2026-01-07 23:54:42 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1015.00 total_reward_ma:1029.43 loss:-0.008164 fps:1397 +frame:6.00e+06 wall_t:4294 t:375000 epi:nan +opt_step:93728 lr:0.0001 clip_eps:0.1 entropy:1.195 +2026-01-07 23:54:48 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1013.50 total_reward_ma:1029.44 loss:0.0009509 fps:1397 +frame:6.01e+06 wall_t:4301 t:375625 epi:nan +opt_step:93888 lr:9.978e-05 clip_eps:0.1 entropy:1.164 +2026-01-07 23:54:55 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1011.20 total_reward_ma:1029.39 loss:-0.001418 fps:1398 +frame:6.02e+06 wall_t:4307 t:376250 epi:nan +opt_step:94048 lr:9.952e-05 clip_eps:0.1 entropy:1.351 +2026-01-07 23:55:01 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1009.80 total_reward_ma:1029.32 loss:0.0006993 fps:1398 +frame:6.03e+06 wall_t:4314 t:376875 epi:nan +opt_step:94208 lr:9.927e-05 clip_eps:0.1 entropy:1.221 +2026-01-07 23:55:08 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1012.50 total_reward_ma:1029.26 loss:-0.006295 fps:1398 +frame:6.04e+06 wall_t:4321 t:377500 epi:nan +opt_step:94368 lr:9.901e-05 clip_eps:0.1 entropy:1.09 +2026-01-07 23:55:15 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1008.50 total_reward_ma:1029.14 loss:-0.002623 fps:1398 +frame:6.05e+06 wall_t:4328 t:378125 epi:nan +opt_step:94528 lr:9.876e-05 clip_eps:0.1 entropy:1.187 +2026-01-07 23:55:22 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1014.60 total_reward_ma:1029.07 loss:-0.001042 fps:1398 +frame:6.06e+06 wall_t:4334 t:378750 epi:nan +opt_step:94656 lr:9.855e-05 clip_eps:0.1 entropy:1.119 +2026-01-07 23:55:29 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1016.70 total_reward_ma:1028.99 loss:-0.01059 fps:1398 +frame:6.07e+06 wall_t:4341 t:379375 epi:nan +opt_step:94816 lr:9.829e-05 clip_eps:0.1 entropy:1.073 +2026-01-07 23:55:36 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1016.70 total_reward_ma:1028.91 loss:-0.007972 fps:1398 +frame:6.08e+06 wall_t:4349 t:380000 epi:nan +opt_step:94976 lr:9.804e-05 clip_eps:0.1 entropy:1.136 +2026-01-07 23:55:43 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1020.00 total_reward_ma:1028.85 loss:-0.004482 fps:1398 +frame:6.09e+06 wall_t:4356 t:380625 epi:nan +opt_step:95136 lr:9.778e-05 clip_eps:0.1 entropy:1.211 +2026-01-07 23:55:51 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1023.60 total_reward_ma:1028.83 loss:-0.006955 fps:1398 +frame:6.10e+06 wall_t:4363 t:381250 epi:nan +opt_step:95296 lr:9.753e-05 clip_eps:0.1 entropy:1.178 +2026-01-07 23:55:58 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1020.80 total_reward_ma:1028.76 loss:-0.006576 fps:1398 +frame:6.11e+06 wall_t:4370 t:381875 epi:nan +opt_step:95456 lr:9.727e-05 clip_eps:0.1 entropy:1.246 +2026-01-07 23:56:04 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1018.10 total_reward_ma:1028.66 loss:-0.002269 fps:1398 +frame:6.12e+06 wall_t:4377 t:382500 epi:nan +opt_step:95616 lr:9.701e-05 clip_eps:0.1 entropy:1.059 +2026-01-07 23:56:11 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1018.90 total_reward_ma:1028.49 loss:-0.007648 fps:1399 +frame:6.13e+06 wall_t:4383 t:383125 epi:nan +opt_step:95776 lr:9.676e-05 clip_eps:0.1 entropy:1.152 +2026-01-07 23:56:18 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1019.70 total_reward_ma:1028.34 loss:-0.01036 fps:1399 +frame:6.14e+06 wall_t:4390 t:383750 epi:nan +opt_step:95936 lr:9.65e-05 clip_eps:0.1 entropy:1.152 +2026-01-07 23:56:24 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1026.60 total_reward_ma:1028.27 loss:-0.008784 fps:1399 +frame:6.15e+06 wall_t:4396 t:384375 epi:nan +opt_step:96064 lr:9.63e-05 clip_eps:0.1 entropy:1.143 +2026-01-07 23:56:30 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1029.10 total_reward_ma:1028.23 loss:-0.007877 fps:1399 +frame:6.16e+06 wall_t:4403 t:385000 epi:nan +opt_step:96224 lr:9.604e-05 clip_eps:0.1 entropy:1.119 +2026-01-07 23:56:37 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1033.30 total_reward_ma:1028.21 loss:-0.009297 fps:1399 +frame:6.17e+06 wall_t:4410 t:385625 epi:nan +opt_step:96384 lr:9.579e-05 clip_eps:0.1 entropy:1.089 +2026-01-07 23:56:44 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1038.70 total_reward_ma:1028.26 loss:-0.006113 fps:1399 +frame:6.18e+06 wall_t:4417 t:386250 epi:nan +opt_step:96544 lr:9.553e-05 clip_eps:0.1 entropy:1.125 +2026-01-07 23:56:51 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1045.00 total_reward_ma:1028.36 loss:-0.009761 fps:1400 +frame:6.19e+06 wall_t:4423 t:386875 epi:nan +opt_step:96704 lr:9.527e-05 clip_eps:0.1 entropy:1.168 +2026-01-07 23:56:58 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1047.30 total_reward_ma:1028.51 loss:-0.009665 fps:1400 +frame:6.20e+06 wall_t:4430 t:387500 epi:nan +opt_step:96864 lr:9.502e-05 clip_eps:0.1 entropy:1.134 +2026-01-07 23:57:05 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1047.50 total_reward_ma:1028.66 loss:0.0002264 fps:1400 +frame:6.21e+06 wall_t:4437 t:388125 epi:nan +opt_step:97024 lr:9.476e-05 clip_eps:0.1 entropy:1.229 +2026-01-07 23:57:11 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1050.00 total_reward_ma:1028.88 loss:-0.002326 fps:1400 +frame:6.22e+06 wall_t:4444 t:388750 epi:nan +opt_step:97184 lr:9.451e-05 clip_eps:0.1 entropy:1.195 +2026-01-07 23:57:17 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1051.00 total_reward_ma:1029.13 loss:-0.0007493 fps:1400 +frame:6.23e+06 wall_t:4450 t:389375 epi:nan +opt_step:97312 lr:9.43e-05 clip_eps:0.1 entropy:1.222 +2026-01-07 23:57:25 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1048.00 total_reward_ma:1029.33 loss:-0.007672 fps:1400 +frame:6.24e+06 wall_t:4457 t:390000 epi:nan +opt_step:97472 lr:9.404e-05 clip_eps:0.1 entropy:1.3 +2026-01-07 23:57:32 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1049.10 total_reward_ma:1029.55 loss:-0.001829 fps:1400 +frame:6.25e+06 wall_t:4465 t:390625 epi:nan +opt_step:97632 lr:9.379e-05 clip_eps:0.1 entropy:1.248 +2026-01-07 23:57:39 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1049.50 total_reward_ma:1029.78 loss:0.001602 fps:1400 +frame:6.26e+06 wall_t:4472 t:391250 epi:nan +opt_step:97792 lr:9.353e-05 clip_eps:0.1 entropy:1.105 +2026-01-07 23:57:46 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1048.30 total_reward_ma:1029.98 loss:-0.0006999 fps:1400 +frame:6.27e+06 wall_t:4479 t:391875 epi:nan +opt_step:97952 lr:9.328e-05 clip_eps:0.1 entropy:1.235 +2026-01-07 23:57:54 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1049.40 total_reward_ma:1030.24 loss:-0.01007 fps:1400 +frame:6.28e+06 wall_t:4487 t:392500 epi:nan +opt_step:98112 lr:9.302e-05 clip_eps:0.1 entropy:1.099 +2026-01-07 23:58:02 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1048.50 total_reward_ma:1030.48 loss:-0.002826 fps:1399 +frame:6.29e+06 wall_t:4495 t:393125 epi:nan +opt_step:98272 lr:9.276e-05 clip_eps:0.1 entropy:1.146 +2026-01-07 23:58:10 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1048.50 total_reward_ma:1030.72 loss:0.0002788 fps:1399 +frame:6.30e+06 wall_t:4502 t:393750 epi:nan +opt_step:98432 lr:9.251e-05 clip_eps:0.1 entropy:1.227 +2026-01-07 23:58:17 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1049.60 total_reward_ma:1031.05 loss:-0.008749 fps:1399 +frame:6.31e+06 wall_t:4510 t:394375 epi:nan +opt_step:98592 lr:9.225e-05 clip_eps:0.1 entropy:1.142 +2026-01-07 23:58:24 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1047.00 total_reward_ma:1031.39 loss:-0.0068 fps:1399 +frame:6.32e+06 wall_t:4517 t:395000 epi:nan +opt_step:98720 lr:9.205e-05 clip_eps:0.1 entropy:1.069 +2026-01-07 23:58:31 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1048.30 total_reward_ma:1031.74 loss:-0.008705 fps:1399 +frame:6.33e+06 wall_t:4524 t:395625 epi:nan +opt_step:98880 lr:9.179e-05 clip_eps:0.1 entropy:1.164 +2026-01-07 23:58:39 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1048.70 total_reward_ma:1032.10 loss:-0.01113 fps:1399 +frame:6.34e+06 wall_t:4531 t:396250 epi:nan +opt_step:99040 lr:9.154e-05 clip_eps:0.1 entropy:1.184 +2026-01-07 23:58:46 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1046.90 total_reward_ma:1032.41 loss:-0.002292 fps:1399 +frame:6.35e+06 wall_t:4539 t:396875 epi:nan +opt_step:99200 lr:9.128e-05 clip_eps:0.1 entropy:1.221 +2026-01-07 23:58:54 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1043.00 total_reward_ma:1032.68 loss:-0.009717 fps:1399 +frame:6.36e+06 wall_t:4546 t:397500 epi:nan +opt_step:99360 lr:9.102e-05 clip_eps:0.1 entropy:1.129 +2026-01-07 23:59:02 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1038.80 total_reward_ma:1032.94 loss:-0.007285 fps:1399 +frame:6.37e+06 wall_t:4554 t:398125 epi:nan +opt_step:99520 lr:9.077e-05 clip_eps:0.1 entropy:1.101 +2026-01-07 23:59:09 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1039.70 total_reward_ma:1033.22 loss:-0.005988 fps:1399 +frame:6.38e+06 wall_t:4562 t:398750 epi:nan +opt_step:99680 lr:9.051e-05 clip_eps:0.1 entropy:1.044 +2026-01-07 23:59:17 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1039.60 total_reward_ma:1033.53 loss:-0.005047 fps:1399 +frame:6.39e+06 wall_t:4569 t:399375 epi:nan +opt_step:99840 lr:9.026e-05 clip_eps:0.1 entropy:1.297 +2026-01-07 23:59:24 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1041.10 total_reward_ma:1033.87 loss:-0.009048 fps:1398 +frame:6.40e+06 wall_t:4577 t:400000 epi:nan +opt_step:100000 lr:9e-05 clip_eps:0.1 entropy:1.106 +2026-01-07 23:59:32 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1038.30 total_reward_ma:1034.16 loss:-0.0008639 fps:1398 +frame:6.41e+06 wall_t:4584 t:400625 epi:nan +opt_step:100128 lr:8.98e-05 clip_eps:0.1 entropy:1.116 +2026-01-07 23:59:39 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1037.20 total_reward_ma:1034.40 loss:-0.006249 fps:1398 +frame:6.42e+06 wall_t:4591 t:401250 epi:nan +opt_step:100288 lr:8.954e-05 clip_eps:0.1 entropy:1.162 +2026-01-07 23:59:45 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1041.20 total_reward_ma:1034.70 loss:-0.007066 fps:1398 +frame:6.43e+06 wall_t:4598 t:401875 epi:nan +opt_step:100448 lr:8.928e-05 clip_eps:0.1 entropy:1.086 +2026-01-07 23:59:52 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1040.60 total_reward_ma:1034.99 loss:0.002353 fps:1398 +frame:6.44e+06 wall_t:4605 t:402500 epi:nan +opt_step:100608 lr:8.903e-05 clip_eps:0.1 entropy:1.263 +2026-01-07 23:59:59 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1037.80 total_reward_ma:1035.28 loss:-0.00917 fps:1399 +frame:6.45e+06 wall_t:4611 t:403125 epi:nan +opt_step:100768 lr:8.877e-05 clip_eps:0.1 entropy:1.175 +2026-01-08 00:00:05 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1036.40 total_reward_ma:1035.58 loss:-0.002553 fps:1399 +frame:6.46e+06 wall_t:4618 t:403750 epi:nan +opt_step:100928 lr:8.852e-05 clip_eps:0.1 entropy:1.197 +2026-01-08 00:00:12 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1030.60 total_reward_ma:1035.81 loss:0.0004171 fps:1399 +frame:6.47e+06 wall_t:4625 t:404375 epi:nan +opt_step:101088 lr:8.826e-05 clip_eps:0.1 entropy:1.16 +2026-01-08 00:00:19 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1030.20 total_reward_ma:1036.05 loss:0.006102 fps:1399 +frame:6.48e+06 wall_t:4631 t:405000 epi:nan +opt_step:101248 lr:8.8e-05 clip_eps:0.1 entropy:1.251 +2026-01-08 00:00:25 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1027.20 total_reward_ma:1036.26 loss:-0.001476 fps:1400 +frame:6.49e+06 wall_t:4637 t:405625 epi:nan +opt_step:101376 lr:8.78e-05 clip_eps:0.1 entropy:1.203 +2026-01-08 00:00:31 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1030.40 total_reward_ma:1036.41 loss:0.004653 fps:1400 +frame:6.50e+06 wall_t:4644 t:406250 epi:nan +opt_step:101536 lr:8.754e-05 clip_eps:0.1 entropy:1.21 +2026-01-08 00:00:38 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1029.00 total_reward_ma:1036.55 loss:0.002019 fps:1400 +frame:6.51e+06 wall_t:4650 t:406875 epi:nan +opt_step:101696 lr:8.729e-05 clip_eps:0.1 entropy:1.15 +2026-01-08 00:00:44 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1030.00 total_reward_ma:1036.66 loss:0.0005827 fps:1400 +frame:6.52e+06 wall_t:4657 t:407500 epi:nan +opt_step:101856 lr:8.703e-05 clip_eps:0.1 entropy:1.178 +2026-01-08 00:00:51 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1023.70 total_reward_ma:1036.67 loss:-0.002868 fps:1400 +frame:6.53e+06 wall_t:4664 t:408125 epi:nan +opt_step:102016 lr:8.677e-05 clip_eps:0.1 entropy:1.16 +2026-01-08 00:00:58 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1024.00 total_reward_ma:1036.72 loss:-0.004284 fps:1400 +frame:6.54e+06 wall_t:4671 t:408750 epi:nan +opt_step:102176 lr:8.652e-05 clip_eps:0.1 entropy:1.139 +2026-01-08 00:01:05 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1023.90 total_reward_ma:1036.74 loss:-0.003095 fps:1400 +frame:6.55e+06 wall_t:4678 t:409375 epi:nan +opt_step:102336 lr:8.626e-05 clip_eps:0.1 entropy:1.252 +2026-01-08 00:01:13 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1025.60 total_reward_ma:1036.79 loss:-0.009074 fps:1400 +frame:6.56e+06 wall_t:4685 t:410000 epi:nan +opt_step:102496 lr:8.601e-05 clip_eps:0.1 entropy:1.188 +2026-01-08 00:01:20 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1025.90 total_reward_ma:1036.84 loss:-0.01394 fps:1400 +frame:6.57e+06 wall_t:4693 t:410625 epi:nan +opt_step:102656 lr:8.575e-05 clip_eps:0.1 entropy:1.117 +2026-01-08 00:01:27 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1026.30 total_reward_ma:1036.86 loss:-0.0007427 fps:1400 +frame:6.58e+06 wall_t:4699 t:411250 epi:nan +opt_step:102784 lr:8.555e-05 clip_eps:0.1 entropy:1.357 +2026-01-08 00:01:33 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1027.30 total_reward_ma:1036.79 loss:-0.005438 fps:1400 +frame:6.59e+06 wall_t:4706 t:411875 epi:nan +opt_step:102944 lr:8.529e-05 clip_eps:0.1 entropy:1.12 +2026-01-08 00:01:40 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1029.60 total_reward_ma:1036.72 loss:-0.005337 fps:1400 +frame:6.60e+06 wall_t:4713 t:412500 epi:nan +opt_step:103104 lr:8.503e-05 clip_eps:0.1 entropy:1.155 +2026-01-08 00:01:46 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1031.20 total_reward_ma:1036.68 loss:-0.003328 fps:1401 +frame:6.61e+06 wall_t:4719 t:413125 epi:nan +opt_step:103264 lr:8.478e-05 clip_eps:0.1 entropy:1.106 +2026-01-08 00:01:53 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1027.10 total_reward_ma:1036.61 loss:-0.007781 fps:1401 +frame:6.62e+06 wall_t:4726 t:413750 epi:nan +opt_step:103424 lr:8.452e-05 clip_eps:0.1 entropy:1.142 +2026-01-08 00:02:00 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1027.70 total_reward_ma:1036.52 loss:-0.01123 fps:1401 +frame:6.63e+06 wall_t:4733 t:414375 epi:nan +opt_step:103584 lr:8.427e-05 clip_eps:0.1 entropy:1.073 +2026-01-08 00:02:08 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1027.10 total_reward_ma:1036.44 loss:0.002128 fps:1401 +frame:6.64e+06 wall_t:4740 t:415000 epi:nan +opt_step:103744 lr:8.401e-05 clip_eps:0.1 entropy:1.19 +2026-01-08 00:02:15 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1028.80 total_reward_ma:1036.35 loss:-0.005038 fps:1401 +frame:6.65e+06 wall_t:4748 t:415625 epi:nan +opt_step:103904 lr:8.375e-05 clip_eps:0.1 entropy:1.258 +2026-01-08 00:02:22 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1028.40 total_reward_ma:1036.23 loss:-0.006151 fps:1401 +frame:6.66e+06 wall_t:4755 t:416250 epi:nan +opt_step:104032 lr:8.355e-05 clip_eps:0.1 entropy:1.18 +2026-01-08 00:02:29 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1036.10 total_reward_ma:1036.15 loss:-0.000893 fps:1401 +frame:6.67e+06 wall_t:4762 t:416875 epi:nan +opt_step:104192 lr:8.329e-05 clip_eps:0.1 entropy:1.274 +2026-01-08 00:02:37 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1035.50 total_reward_ma:1036.07 loss:-0.007794 fps:1401 +frame:6.68e+06 wall_t:4769 t:417500 epi:nan +opt_step:104352 lr:8.304e-05 clip_eps:0.1 entropy:1.116 +2026-01-08 00:02:44 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1036.40 total_reward_ma:1035.94 loss:-0.007163 fps:1401 +frame:6.69e+06 wall_t:4776 t:418125 epi:nan +opt_step:104512 lr:8.278e-05 clip_eps:0.1 entropy:1.152 +2026-01-08 00:02:51 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1036.90 total_reward_ma:1035.85 loss:-0.007994 fps:1401 +frame:6.70e+06 wall_t:4783 t:418750 epi:nan +opt_step:104672 lr:8.252e-05 clip_eps:0.1 entropy:1.241 +2026-01-08 00:02:58 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1039.40 total_reward_ma:1035.77 loss:-0.009055 fps:1401 +frame:6.71e+06 wall_t:4791 t:419375 epi:nan +opt_step:104832 lr:8.227e-05 clip_eps:0.1 entropy:1.13 +2026-01-08 00:03:06 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1041.00 total_reward_ma:1035.71 loss:-0.005035 fps:1401 +frame:6.72e+06 wall_t:4798 t:420000 epi:nan +opt_step:104992 lr:8.201e-05 clip_eps:0.1 entropy:1.028 +2026-01-08 00:03:13 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1042.10 total_reward_ma:1035.67 loss:-0.004417 fps:1401 +frame:6.73e+06 wall_t:4805 t:420625 epi:nan +opt_step:105152 lr:8.176e-05 clip_eps:0.1 entropy:1.301 +2026-01-08 00:03:20 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1040.10 total_reward_ma:1035.56 loss:-0.01037 fps:1400 +frame:6.74e+06 wall_t:4813 t:421250 epi:nan +opt_step:105312 lr:8.15e-05 clip_eps:0.1 entropy:1.211 +2026-01-08 00:03:28 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1038.10 total_reward_ma:1035.44 loss:-0.004125 fps:1400 +frame:6.75e+06 wall_t:4820 t:421875 epi:nan +opt_step:105440 lr:8.13e-05 clip_eps:0.1 entropy:1.164 +2026-01-08 00:03:35 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1038.00 total_reward_ma:1035.28 loss:-0.007232 fps:1400 +frame:6.76e+06 wall_t:4828 t:422500 epi:nan +opt_step:105600 lr:8.104e-05 clip_eps:0.1 entropy:1.05 +2026-01-08 00:03:43 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1037.20 total_reward_ma:1035.10 loss:0.001575 fps:1400 +frame:6.77e+06 wall_t:4835 t:423125 epi:nan +opt_step:105760 lr:8.078e-05 clip_eps:0.1 entropy:1.138 +2026-01-08 00:03:50 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1036.20 total_reward_ma:1034.93 loss:0.01048 fps:1400 +frame:6.78e+06 wall_t:4843 t:423750 epi:nan +opt_step:105920 lr:8.053e-05 clip_eps:0.1 entropy:1.134 +2026-01-08 00:03:58 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1035.30 total_reward_ma:1034.79 loss:-0.006758 fps:1400 +frame:6.79e+06 wall_t:4850 t:424375 epi:nan +opt_step:106080 lr:8.027e-05 clip_eps:0.1 entropy:1.135 +2026-01-08 00:04:05 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1035.20 total_reward_ma:1034.64 loss:-0.003814 fps:1400 +frame:6.80e+06 wall_t:4858 t:425000 epi:nan +opt_step:106240 lr:8.002e-05 clip_eps:0.1 entropy:1.246 +2026-01-08 00:04:13 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1036.40 total_reward_ma:1034.50 loss:-0.005021 fps:1400 +frame:6.81e+06 wall_t:4866 t:425625 epi:nan +opt_step:106400 lr:7.976e-05 clip_eps:0.1 entropy:1.124 +2026-01-08 00:04:21 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1037.30 total_reward_ma:1034.37 loss:-0.002055 fps:1399 +frame:6.82e+06 wall_t:4874 t:426250 epi:nan +opt_step:106560 lr:7.95e-05 clip_eps:0.1 entropy:1.213 +2026-01-08 00:04:29 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1038.20 total_reward_ma:1034.24 loss:-0.001157 fps:1399 +frame:6.83e+06 wall_t:4881 t:426875 epi:nan +opt_step:106688 lr:7.93e-05 clip_eps:0.1 entropy:1.255 +2026-01-08 00:04:37 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1040.10 total_reward_ma:1034.11 loss:-0.0002812 fps:1399 +frame:6.84e+06 wall_t:4889 t:427500 epi:nan +opt_step:106848 lr:7.904e-05 clip_eps:0.1 entropy:1.109 +2026-01-08 00:04:43 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1042.70 total_reward_ma:1034.02 loss:-0.01025 fps:1399 +frame:6.85e+06 wall_t:4896 t:428125 epi:nan +opt_step:107008 lr:7.879e-05 clip_eps:0.1 entropy:1.09 +2026-01-08 00:04:50 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1043.00 total_reward_ma:1033.93 loss:-0.005523 fps:1399 +frame:6.86e+06 wall_t:4903 t:428750 epi:nan +opt_step:107168 lr:7.853e-05 clip_eps:0.1 entropy:1.358 +2026-01-08 00:04:57 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1040.90 total_reward_ma:1033.89 loss:-0.005035 fps:1399 +frame:6.87e+06 wall_t:4910 t:429375 epi:nan +opt_step:107328 lr:7.828e-05 clip_eps:0.1 entropy:1.245 +2026-01-08 00:05:05 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1041.90 total_reward_ma:1033.84 loss:-0.009122 fps:1399 +frame:6.88e+06 wall_t:4917 t:430000 epi:nan +opt_step:107488 lr:7.802e-05 clip_eps:0.1 entropy:1.158 +2026-01-08 00:05:11 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1041.10 total_reward_ma:1033.79 loss:-0.006996 fps:1399 +frame:6.89e+06 wall_t:4924 t:430625 epi:nan +opt_step:107648 lr:7.776e-05 clip_eps:0.1 entropy:1.234 +2026-01-08 00:05:18 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1039.60 total_reward_ma:1033.80 loss:-0.0004168 fps:1400 +frame:6.90e+06 wall_t:4930 t:431250 epi:nan +opt_step:107808 lr:7.751e-05 clip_eps:0.1 entropy:1.188 +2026-01-08 00:05:25 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1038.30 total_reward_ma:1033.80 loss:-0.01371 fps:1399 +frame:6.91e+06 wall_t:4938 t:431875 epi:nan +opt_step:107968 lr:7.725e-05 clip_eps:0.1 entropy:1.119 +2026-01-08 00:05:32 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1039.20 total_reward_ma:1033.79 loss:-0.003675 fps:1399 +frame:6.92e+06 wall_t:4945 t:432500 epi:nan +opt_step:108096 lr:7.705e-05 clip_eps:0.1 entropy:1.159 +2026-01-08 00:05:39 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1041.20 total_reward_ma:1033.84 loss:-0.003321 fps:1399 +frame:6.93e+06 wall_t:4952 t:433125 epi:nan +opt_step:108256 lr:7.679e-05 clip_eps:0.1 entropy:1.156 +2026-01-08 00:05:46 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1039.70 total_reward_ma:1033.91 loss:-0.01441 fps:1399 +frame:6.94e+06 wall_t:4959 t:433750 epi:nan +opt_step:108416 lr:7.653e-05 clip_eps:0.1 entropy:1.091 +2026-01-08 00:05:53 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1044.00 total_reward_ma:1034.02 loss:0.002192 fps:1400 +frame:6.95e+06 wall_t:4965 t:434375 epi:nan +opt_step:108576 lr:7.628e-05 clip_eps:0.1 entropy:1.314 +2026-01-08 00:06:00 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1041.20 total_reward_ma:1034.19 loss:-5.63e-05 fps:1400 +frame:6.96e+06 wall_t:4973 t:435000 epi:nan +opt_step:108736 lr:7.602e-05 clip_eps:0.1 entropy:1.175 +2026-01-08 00:06:07 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1040.10 total_reward_ma:1034.33 loss:-0.008112 fps:1400 +frame:6.97e+06 wall_t:4980 t:435625 epi:nan +opt_step:108896 lr:7.577e-05 clip_eps:0.1 entropy:1.083 +2026-01-08 00:06:14 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1040.90 total_reward_ma:1034.50 loss:-0.0003414 fps:1400 +frame:6.98e+06 wall_t:4986 t:436250 epi:nan +opt_step:109056 lr:7.551e-05 clip_eps:0.1 entropy:1.118 +2026-01-08 00:06:21 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1036.80 total_reward_ma:1034.68 loss:0.003824 fps:1400 +frame:6.99e+06 wall_t:4993 t:436875 epi:nan +opt_step:109216 lr:7.525e-05 clip_eps:0.1 entropy:1.076 +2026-01-08 00:06:28 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1038.30 total_reward_ma:1034.91 loss:-0.01299 fps:1400 +frame:7.00e+06 wall_t:5001 t:437500 epi:nan +opt_step:109344 lr:7.505e-05 clip_eps:0.1 entropy:1.099 +2026-01-08 00:06:35 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1039.50 total_reward_ma:1035.17 loss:-0.009821 fps:1400 +frame:7.01e+06 wall_t:5008 t:438125 epi:nan +opt_step:109504 lr:7.479e-05 clip_eps:0.1 entropy:1.218 +2026-01-08 00:06:42 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1038.40 total_reward_ma:1035.44 loss:-0.004445 fps:1400 +frame:7.02e+06 wall_t:5015 t:438750 epi:nan +opt_step:109664 lr:7.454e-05 clip_eps:0.1 entropy:1.128 +2026-01-08 00:06:50 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1038.80 total_reward_ma:1035.73 loss:-0.008393 fps:1400 +frame:7.03e+06 wall_t:5022 t:439375 epi:nan +opt_step:109824 lr:7.428e-05 clip_eps:0.1 entropy:1.097 +2026-01-08 00:06:57 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1036.80 total_reward_ma:1035.97 loss:-0.0007412 fps:1400 +frame:7.04e+06 wall_t:5030 t:440000 epi:nan +opt_step:109984 lr:7.403e-05 clip_eps:0.1 entropy:1.191 +2026-01-08 00:07:04 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1037.90 total_reward_ma:1036.27 loss:-0.005456 fps:1400 +frame:7.05e+06 wall_t:5037 t:440625 epi:nan +opt_step:110144 lr:7.377e-05 clip_eps:0.1 entropy:1.282 +2026-01-08 00:07:11 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1043.00 total_reward_ma:1036.55 loss:-0.006087 fps:1400 +frame:7.06e+06 wall_t:5044 t:441250 epi:nan +opt_step:110304 lr:7.351e-05 clip_eps:0.1 entropy:1.132 +2026-01-08 00:07:17 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1042.10 total_reward_ma:1036.81 loss:-0.008618 fps:1400 +frame:7.07e+06 wall_t:5050 t:441875 epi:nan +opt_step:110464 lr:7.326e-05 clip_eps:0.1 entropy:1.174 +2026-01-08 00:07:24 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1040.20 total_reward_ma:1037.04 loss:0.005957 fps:1400 +frame:7.08e+06 wall_t:5057 t:442500 epi:nan +opt_step:110624 lr:7.3e-05 clip_eps:0.1 entropy:1.191 +2026-01-08 00:07:30 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1044.30 total_reward_ma:1037.29 loss:0.002206 fps:1400 +frame:7.09e+06 wall_t:5063 t:443125 epi:nan +opt_step:110752 lr:7.28e-05 clip_eps:0.1 entropy:1.157 +2026-01-08 00:07:37 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1047.50 total_reward_ma:1037.52 loss:-0.009502 fps:1400 +frame:7.10e+06 wall_t:5070 t:443750 epi:nan +opt_step:110912 lr:7.254e-05 clip_eps:0.1 entropy:1.135 +2026-01-08 00:07:44 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1050.40 total_reward_ma:1037.82 loss:0.004111 fps:1400 +frame:7.11e+06 wall_t:5077 t:444375 epi:nan +opt_step:111072 lr:7.228e-05 clip_eps:0.1 entropy:1.233 +2026-01-08 00:07:51 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1055.30 total_reward_ma:1038.19 loss:0.002627 fps:1401 +frame:7.12e+06 wall_t:5083 t:445000 epi:nan +opt_step:111232 lr:7.203e-05 clip_eps:0.1 entropy:1.154 +2026-01-08 00:07:58 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1053.20 total_reward_ma:1038.54 loss:-0.003416 fps:1401 +frame:7.13e+06 wall_t:5090 t:445625 epi:nan +opt_step:111392 lr:7.177e-05 clip_eps:0.1 entropy:1.185 +2026-01-08 00:08:04 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1054.00 total_reward_ma:1038.88 loss:-0.004238 fps:1401 +frame:7.14e+06 wall_t:5097 t:446250 epi:nan +opt_step:111552 lr:7.152e-05 clip_eps:0.1 entropy:1.221 +2026-01-08 00:08:11 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1052.90 total_reward_ma:1039.14 loss:0.00675 fps:1401 +frame:7.15e+06 wall_t:5104 t:446875 epi:nan +opt_step:111712 lr:7.126e-05 clip_eps:0.1 entropy:1.283 +2026-01-08 00:08:18 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1055.10 total_reward_ma:1039.40 loss:-0.01107 fps:1401 +frame:7.16e+06 wall_t:5110 t:447500 epi:nan +opt_step:111872 lr:7.1e-05 clip_eps:0.1 entropy:1.133 +2026-01-08 00:08:24 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1053.90 total_reward_ma:1039.61 loss:-0.005092 fps:1401 +frame:7.17e+06 wall_t:5117 t:448125 epi:nan +opt_step:112000 lr:7.08e-05 clip_eps:0.1 entropy:1.164 +2026-01-08 00:08:31 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1054.50 total_reward_ma:1039.76 loss:-0.009084 fps:1402 +frame:7.18e+06 wall_t:5123 t:448750 epi:nan +opt_step:112160 lr:7.054e-05 clip_eps:0.1 entropy:1.161 +2026-01-08 00:08:38 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1057.60 total_reward_ma:1039.89 loss:-0.00889 fps:1402 +frame:7.19e+06 wall_t:5130 t:449375 epi:nan +opt_step:112320 lr:7.029e-05 clip_eps:0.1 entropy:1.142 +2026-01-08 00:08:45 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1053.70 total_reward_ma:1039.95 loss:-0.01082 fps:1402 +frame:7.20e+06 wall_t:5137 t:450000 epi:nan +opt_step:112480 lr:7.003e-05 clip_eps:0.1 entropy:1.262 +2026-01-08 00:08:52 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1051.50 total_reward_ma:1040.00 loss:-0.004145 fps:1402 +frame:7.21e+06 wall_t:5144 t:450625 epi:nan +opt_step:112640 lr:6.978e-05 clip_eps:0.1 entropy:1.216 +2026-01-08 00:08:59 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1051.80 total_reward_ma:1040.01 loss:-0.005832 fps:1401 +frame:7.22e+06 wall_t:5152 t:451250 epi:nan +opt_step:112800 lr:6.952e-05 clip_eps:0.1 entropy:1.105 +2026-01-08 00:09:07 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1048.50 total_reward_ma:1039.99 loss:-0.006889 fps:1401 +frame:7.23e+06 wall_t:5159 t:451875 epi:nan +opt_step:112960 lr:6.926e-05 clip_eps:0.1 entropy:1.246 +2026-01-08 00:09:14 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1052.30 total_reward_ma:1040.03 loss:-0.01221 fps:1401 +frame:7.24e+06 wall_t:5166 t:452500 epi:nan +opt_step:113120 lr:6.901e-05 clip_eps:0.1 entropy:1.274 +2026-01-08 00:09:21 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1047.40 total_reward_ma:1040.01 loss:-0.0146 fps:1401 +frame:7.25e+06 wall_t:5174 t:453125 epi:nan +opt_step:113280 lr:6.875e-05 clip_eps:0.1 entropy:1.156 +2026-01-08 00:09:28 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1045.50 total_reward_ma:1039.97 loss:-0.007612 fps:1401 +frame:7.26e+06 wall_t:5181 t:453750 epi:nan +opt_step:113408 lr:6.855e-05 clip_eps:0.1 entropy:1.109 +2026-01-08 00:09:36 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1042.00 total_reward_ma:1039.91 loss:0.007951 fps:1401 +frame:7.27e+06 wall_t:5188 t:454375 epi:nan +opt_step:113568 lr:6.829e-05 clip_eps:0.1 entropy:1.293 +2026-01-08 00:09:43 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1039.70 total_reward_ma:1039.81 loss:0.009038 fps:1401 +frame:7.28e+06 wall_t:5195 t:455000 epi:nan +opt_step:113728 lr:6.804e-05 clip_eps:0.1 entropy:1.211 +2026-01-08 00:09:50 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1038.70 total_reward_ma:1039.72 loss:0.00154 fps:1401 +frame:7.29e+06 wall_t:5202 t:455625 epi:nan +opt_step:113888 lr:6.778e-05 clip_eps:0.1 entropy:1.171 +2026-01-08 00:09:56 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1037.50 total_reward_ma:1039.61 loss:-0.002556 fps:1401 +frame:7.30e+06 wall_t:5209 t:456250 epi:nan +opt_step:114048 lr:6.752e-05 clip_eps:0.1 entropy:1.092 +2026-01-08 00:10:03 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1033.80 total_reward_ma:1039.45 loss:-0.0004757 fps:1401 +frame:7.31e+06 wall_t:5216 t:456875 epi:nan +opt_step:114208 lr:6.727e-05 clip_eps:0.1 entropy:1.168 +2026-01-08 00:10:10 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1031.40 total_reward_ma:1039.29 loss:0.005329 fps:1401 +frame:7.32e+06 wall_t:5223 t:457500 epi:nan +opt_step:114368 lr:6.701e-05 clip_eps:0.1 entropy:1.298 +2026-01-08 00:10:16 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1033.00 total_reward_ma:1039.14 loss:-0.005177 fps:1402 +frame:7.33e+06 wall_t:5229 t:458125 epi:nan +opt_step:114528 lr:6.676e-05 clip_eps:0.1 entropy:1.232 +2026-01-08 00:10:23 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1031.60 total_reward_ma:1038.97 loss:-0.003689 fps:1402 +frame:7.34e+06 wall_t:5235 t:458750 epi:nan +opt_step:114656 lr:6.655e-05 clip_eps:0.1 entropy:1.249 +2026-01-08 00:10:29 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1032.70 total_reward_ma:1038.83 loss:-0.01414 fps:1402 +frame:7.35e+06 wall_t:5242 t:459375 epi:nan +opt_step:114816 lr:6.629e-05 clip_eps:0.1 entropy:1.014 +2026-01-08 00:10:36 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1031.80 total_reward_ma:1038.71 loss:-0.004633 fps:1402 +frame:7.36e+06 wall_t:5249 t:460000 epi:nan +opt_step:114976 lr:6.604e-05 clip_eps:0.1 entropy:1.151 +2026-01-08 00:10:43 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1032.80 total_reward_ma:1038.65 loss:-0.003717 fps:1402 +frame:7.37e+06 wall_t:5255 t:460625 epi:nan +opt_step:115136 lr:6.578e-05 clip_eps:0.1 entropy:1.157 +2026-01-08 00:10:50 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1031.30 total_reward_ma:1038.57 loss:-0.009603 fps:1403 +frame:7.38e+06 wall_t:5262 t:461250 epi:nan +opt_step:115296 lr:6.553e-05 clip_eps:0.1 entropy:1.103 +2026-01-08 00:10:56 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1031.50 total_reward_ma:1038.49 loss:-0.005489 fps:1403 +frame:7.39e+06 wall_t:5269 t:461875 epi:nan +opt_step:115456 lr:6.527e-05 clip_eps:0.1 entropy:1.178 +2026-01-08 00:11:03 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1034.50 total_reward_ma:1038.42 loss:-0.0101 fps:1403 +frame:7.40e+06 wall_t:5276 t:462500 epi:nan +opt_step:115616 lr:6.501e-05 clip_eps:0.1 entropy:1.133 +2026-01-08 00:11:10 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1036.90 total_reward_ma:1038.41 loss:-0.01156 fps:1403 +frame:7.41e+06 wall_t:5283 t:463125 epi:nan +opt_step:115776 lr:6.476e-05 clip_eps:0.1 entropy:1.178 +2026-01-08 00:11:17 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1034.10 total_reward_ma:1038.38 loss:-0.009914 fps:1403 +frame:7.42e+06 wall_t:5290 t:463750 epi:nan +opt_step:115936 lr:6.45e-05 clip_eps:0.1 entropy:1.197 +2026-01-08 00:11:23 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1038.50 total_reward_ma:1038.35 loss:-0.004835 fps:1403 +frame:7.43e+06 wall_t:5296 t:464375 epi:nan +opt_step:116064 lr:6.43e-05 clip_eps:0.1 entropy:1.173 +2026-01-08 00:11:30 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1040.00 total_reward_ma:1038.34 loss:0.009093 fps:1403 +frame:7.44e+06 wall_t:5303 t:465000 epi:nan +opt_step:116224 lr:6.404e-05 clip_eps:0.1 entropy:1.248 +2026-01-08 00:11:37 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1045.50 total_reward_ma:1038.42 loss:-0.008593 fps:1403 +frame:7.45e+06 wall_t:5310 t:465625 epi:nan +opt_step:116384 lr:6.379e-05 clip_eps:0.1 entropy:1.15 +2026-01-08 00:11:44 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1046.80 total_reward_ma:1038.53 loss:-0.006357 fps:1403 +frame:7.46e+06 wall_t:5317 t:466250 epi:nan +opt_step:116544 lr:6.353e-05 clip_eps:0.1 entropy:1.325 +2026-01-08 00:11:51 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1050.30 total_reward_ma:1038.72 loss:-0.006584 fps:1403 +frame:7.47e+06 wall_t:5324 t:466875 epi:nan +opt_step:116704 lr:6.327e-05 clip_eps:0.1 entropy:1.122 +2026-01-08 00:11:58 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1050.40 total_reward_ma:1038.92 loss:-0.004273 fps:1403 +frame:7.48e+06 wall_t:5331 t:467500 epi:nan +opt_step:116864 lr:6.302e-05 clip_eps:0.1 entropy:1.084 +2026-01-08 00:12:05 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1049.40 total_reward_ma:1039.15 loss:-0.007681 fps:1403 +frame:7.49e+06 wall_t:5338 t:468125 epi:nan +opt_step:117024 lr:6.276e-05 clip_eps:0.1 entropy:1.317 +2026-01-08 00:12:12 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1056.70 total_reward_ma:1039.41 loss:-3.154e-05 fps:1403 +frame:7.50e+06 wall_t:5344 t:468750 epi:nan +opt_step:117184 lr:6.251e-05 clip_eps:0.1 entropy:1.176 +2026-01-08 00:12:18 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1054.00 total_reward_ma:1039.66 loss:-0.008549 fps:1403 +frame:7.51e+06 wall_t:5351 t:469375 epi:nan +opt_step:117312 lr:6.23e-05 clip_eps:0.1 entropy:1.059 +2026-01-08 00:12:25 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1056.10 total_reward_ma:1039.92 loss:-0.007712 fps:1404 +frame:7.52e+06 wall_t:5357 t:470000 epi:nan +opt_step:117472 lr:6.204e-05 clip_eps:0.1 entropy:1.262 +2026-01-08 00:12:31 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1056.10 total_reward_ma:1040.25 loss:-0.006814 fps:1404 +frame:7.53e+06 wall_t:5364 t:470625 epi:nan +opt_step:117632 lr:6.179e-05 clip_eps:0.1 entropy:1.257 +2026-01-08 00:12:38 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1054.80 total_reward_ma:1040.55 loss:-0.01237 fps:1404 +frame:7.54e+06 wall_t:5371 t:471250 epi:nan +opt_step:117792 lr:6.153e-05 clip_eps:0.1 entropy:1.145 +2026-01-08 00:12:45 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1055.20 total_reward_ma:1040.87 loss:-0.001387 fps:1404 +frame:7.55e+06 wall_t:5378 t:471875 epi:nan +opt_step:117952 lr:6.128e-05 clip_eps:0.1 entropy:1.302 +2026-01-08 00:12:52 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1056.90 total_reward_ma:1041.18 loss:0.0006609 fps:1404 +frame:7.56e+06 wall_t:5384 t:472500 epi:nan +opt_step:118112 lr:6.102e-05 clip_eps:0.1 entropy:1.284 +2026-01-08 00:12:59 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1056.90 total_reward_ma:1041.49 loss:-0.01511 fps:1404 +frame:7.57e+06 wall_t:5391 t:473125 epi:nan +opt_step:118272 lr:6.076e-05 clip_eps:0.1 entropy:1.089 +2026-01-08 00:13:06 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1057.80 total_reward_ma:1041.80 loss:-0.001247 fps:1404 +frame:7.58e+06 wall_t:5398 t:473750 epi:nan +opt_step:118432 lr:6.051e-05 clip_eps:0.1 entropy:1.255 +2026-01-08 00:13:12 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1057.00 total_reward_ma:1042.10 loss:0.00709 fps:1404 +frame:7.59e+06 wall_t:5405 t:474375 epi:nan +opt_step:118592 lr:6.025e-05 clip_eps:0.1 entropy:1.408 +2026-01-08 00:13:19 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1052.50 total_reward_ma:1042.33 loss:-0.005751 fps:1405 +frame:7.60e+06 wall_t:5411 t:475000 epi:nan +opt_step:118720 lr:6.005e-05 clip_eps:0.1 entropy:1.06 +2026-01-08 00:13:26 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1051.20 total_reward_ma:1042.53 loss:0.0003392 fps:1404 +frame:7.61e+06 wall_t:5419 t:475625 epi:nan +opt_step:118880 lr:5.979e-05 clip_eps:0.1 entropy:1.277 +2026-01-08 00:13:33 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1045.10 total_reward_ma:1042.71 loss:0.001436 fps:1404 +frame:7.62e+06 wall_t:5426 t:476250 epi:nan +opt_step:119040 lr:5.954e-05 clip_eps:0.1 entropy:1.291 +2026-01-08 00:13:41 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1043.20 total_reward_ma:1042.87 loss:-0.0004127 fps:1404 +frame:7.63e+06 wall_t:5434 t:476875 epi:nan +opt_step:119200 lr:5.928e-05 clip_eps:0.1 entropy:1.147 +2026-01-08 00:13:48 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1044.20 total_reward_ma:1043.04 loss:-0.003539 fps:1404 +frame:7.64e+06 wall_t:5440 t:477500 epi:nan +opt_step:119360 lr:5.902e-05 clip_eps:0.1 entropy:1.192 +2026-01-08 00:13:55 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1037.90 total_reward_ma:1043.13 loss:0.0005864 fps:1404 +frame:7.65e+06 wall_t:5448 t:478125 epi:nan +opt_step:119520 lr:5.877e-05 clip_eps:0.1 entropy:1.319 +2026-01-08 00:14:03 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1035.70 total_reward_ma:1043.20 loss:0.001812 fps:1404 +frame:7.66e+06 wall_t:5455 t:478750 epi:nan +opt_step:119680 lr:5.851e-05 clip_eps:0.1 entropy:1.075 +2026-01-08 00:14:10 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1033.20 total_reward_ma:1043.17 loss:-0.006146 fps:1404 +frame:7.67e+06 wall_t:5462 t:479375 epi:nan +opt_step:119840 lr:5.826e-05 clip_eps:0.1 entropy:1.192 +2026-01-08 00:14:17 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1026.80 total_reward_ma:1043.08 loss:0.009084 fps:1404 +frame:7.68e+06 wall_t:5470 t:480000 epi:nan +opt_step:120000 lr:5.8e-05 clip_eps:0.1 entropy:1.416 +2026-01-08 00:14:24 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1029.30 total_reward_ma:1043.01 loss:-0.001539 fps:1404 +frame:7.69e+06 wall_t:5477 t:480625 epi:nan +opt_step:120128 lr:5.78e-05 clip_eps:0.1 entropy:1.195 +2026-01-08 00:14:32 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1026.60 total_reward_ma:1042.91 loss:-0.01107 fps:1404 +frame:7.70e+06 wall_t:5485 t:481250 epi:nan +opt_step:120288 lr:5.754e-05 clip_eps:0.1 entropy:1.201 +2026-01-08 00:14:39 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1025.60 total_reward_ma:1042.77 loss:-0.001235 fps:1404 +frame:7.71e+06 wall_t:5491 t:481875 epi:nan +opt_step:120448 lr:5.728e-05 clip_eps:0.1 entropy:1.232 +2026-01-08 00:14:46 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1025.60 total_reward_ma:1042.62 loss:-0.003935 fps:1404 +frame:7.72e+06 wall_t:5498 t:482500 epi:nan +opt_step:120608 lr:5.703e-05 clip_eps:0.1 entropy:1.159 +2026-01-08 00:14:52 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1025.20 total_reward_ma:1042.45 loss:-0.001458 fps:1404 +frame:7.73e+06 wall_t:5505 t:483125 epi:nan +opt_step:120768 lr:5.677e-05 clip_eps:0.1 entropy:1.173 +2026-01-08 00:14:59 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1023.40 total_reward_ma:1042.28 loss:-0.002819 fps:1404 +frame:7.74e+06 wall_t:5512 t:483750 epi:nan +opt_step:120928 lr:5.652e-05 clip_eps:0.1 entropy:1.152 +2026-01-08 00:15:07 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1018.90 total_reward_ma:1042.09 loss:-0.004146 fps:1404 +frame:7.75e+06 wall_t:5520 t:484375 epi:nan +opt_step:121088 lr:5.626e-05 clip_eps:0.1 entropy:1.195 +2026-01-08 00:15:15 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1017.90 total_reward_ma:1041.89 loss:-0.005929 fps:1404 +frame:7.76e+06 wall_t:5528 t:485000 epi:nan +opt_step:121248 lr:5.6e-05 clip_eps:0.1 entropy:1.138 +2026-01-08 00:15:23 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1018.80 total_reward_ma:1041.70 loss:-0.007612 fps:1404 +frame:7.77e+06 wall_t:5535 t:485625 epi:nan +opt_step:121376 lr:5.58e-05 clip_eps:0.1 entropy:1.228 +2026-01-08 00:15:30 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1018.60 total_reward_ma:1041.53 loss:-8.35e-05 fps:1404 +frame:7.78e+06 wall_t:5542 t:486250 epi:nan +opt_step:121536 lr:5.554e-05 clip_eps:0.1 entropy:1.174 +2026-01-08 00:15:37 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1022.20 total_reward_ma:1041.40 loss:-0.01183 fps:1404 +frame:7.79e+06 wall_t:5549 t:486875 epi:nan +opt_step:121696 lr:5.529e-05 clip_eps:0.1 entropy:1.05 +2026-01-08 00:15:44 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1020.60 total_reward_ma:1041.25 loss:-0.004471 fps:1404 +frame:7.80e+06 wall_t:5556 t:487500 epi:nan +opt_step:121856 lr:5.503e-05 clip_eps:0.1 entropy:1.169 +2026-01-08 00:15:51 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1027.90 total_reward_ma:1041.17 loss:-0.005528 fps:1404 +frame:7.81e+06 wall_t:5564 t:488125 epi:nan +opt_step:122016 lr:5.477e-05 clip_eps:0.1 entropy:1 +2026-01-08 00:15:58 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1027.90 total_reward_ma:1041.07 loss:-0.005425 fps:1404 +frame:7.82e+06 wall_t:5571 t:488750 epi:nan +opt_step:122176 lr:5.452e-05 clip_eps:0.1 entropy:1.106 +2026-01-08 00:16:06 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1028.60 total_reward_ma:1040.98 loss:-0.004775 fps:1403 +frame:7.83e+06 wall_t:5579 t:489375 epi:nan +opt_step:122336 lr:5.426e-05 clip_eps:0.1 entropy:1.259 +2026-01-08 00:16:13 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1030.60 total_reward_ma:1040.88 loss:0.004223 fps:1404 +frame:7.84e+06 wall_t:5586 t:490000 epi:nan +opt_step:122496 lr:5.401e-05 clip_eps:0.1 entropy:1.357 +2026-01-08 00:16:29 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1036.80 total_reward_ma:1040.82 loss:-0.004057 fps:1402 +frame:7.85e+06 wall_t:5601 t:490625 epi:nan +opt_step:122656 lr:5.375e-05 clip_eps:0.1 entropy:1.086 +2026-01-08 00:16:53 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1039.50 total_reward_ma:1040.79 loss:-0.008472 fps:1397 +frame:7.86e+06 wall_t:5625 t:491250 epi:nan +opt_step:122784 lr:5.355e-05 clip_eps:0.1 entropy:1.233 +2026-01-08 00:16:58 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1043.60 total_reward_ma:1040.81 loss:-0.003301 fps:1398 +frame:7.87e+06 wall_t:5631 t:491875 epi:nan +opt_step:122944 lr:5.329e-05 clip_eps:0.1 entropy:1.238 +2026-01-08 00:17:14 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1045.40 total_reward_ma:1040.85 loss:-0.009042 fps:1395 +frame:7.88e+06 wall_t:5647 t:492500 epi:nan +opt_step:123104 lr:5.303e-05 clip_eps:0.1 entropy:1.073 +2026-01-08 00:17:22 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1044.30 total_reward_ma:1040.88 loss:-0.006646 fps:1395 +frame:7.89e+06 wall_t:5655 t:493125 epi:nan +opt_step:123264 lr:5.278e-05 clip_eps:0.1 entropy:1.217 +2026-01-08 00:17:29 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1045.20 total_reward_ma:1040.94 loss:-0.01167 fps:1396 +frame:7.90e+06 wall_t:5661 t:493750 epi:nan +opt_step:123424 lr:5.252e-05 clip_eps:0.1 entropy:1.256 +2026-01-08 00:17:36 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1047.00 total_reward_ma:1041.02 loss:-0.004087 fps:1395 +frame:7.91e+06 wall_t:5669 t:494375 epi:nan +opt_step:123584 lr:5.227e-05 clip_eps:0.1 entropy:1.134 +2026-01-08 00:17:43 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1045.50 total_reward_ma:1041.09 loss:0.003355 fps:1395 +frame:7.92e+06 wall_t:5676 t:495000 epi:nan +opt_step:123744 lr:5.201e-05 clip_eps:0.1 entropy:1.275 +2026-01-08 00:17:50 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1043.40 total_reward_ma:1041.11 loss:-0.002095 fps:1395 +frame:7.93e+06 wall_t:5683 t:495625 epi:nan +opt_step:123904 lr:5.175e-05 clip_eps:0.1 entropy:1.143 +2026-01-08 00:17:57 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1045.90 total_reward_ma:1041.17 loss:-0.007139 fps:1396 +frame:7.94e+06 wall_t:5689 t:496250 epi:nan +opt_step:124032 lr:5.155e-05 clip_eps:0.1 entropy:1.093 +2026-01-08 00:18:03 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1048.50 total_reward_ma:1041.22 loss:-0.007069 fps:1396 +frame:7.95e+06 wall_t:5696 t:496875 epi:nan +opt_step:124192 lr:5.129e-05 clip_eps:0.1 entropy:1.18 +2026-01-08 00:18:10 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1049.40 total_reward_ma:1041.30 loss:-0.001344 fps:1396 +frame:7.96e+06 wall_t:5703 t:497500 epi:nan +opt_step:124352 lr:5.104e-05 clip_eps:0.1 entropy:1.126 +2026-01-08 00:18:17 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1053.50 total_reward_ma:1041.43 loss:0.002787 fps:1396 +frame:7.97e+06 wall_t:5710 t:498125 epi:nan +opt_step:124512 lr:5.078e-05 clip_eps:0.1 entropy:1.167 +2026-01-08 00:18:25 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1054.00 total_reward_ma:1041.56 loss:-0.00407 fps:1396 +frame:7.98e+06 wall_t:5718 t:498750 epi:nan +opt_step:124672 lr:5.052e-05 clip_eps:0.1 entropy:1.114 +2026-01-08 00:18:32 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1050.60 total_reward_ma:1041.70 loss:0.001549 fps:1396 +frame:7.99e+06 wall_t:5725 t:499375 epi:nan +opt_step:124832 lr:5.027e-05 clip_eps:0.1 entropy:1.366 +2026-01-08 00:18:39 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1051.70 total_reward_ma:1041.84 loss:0.002883 fps:1396 +frame:8.00e+06 wall_t:5732 t:500000 epi:nan +opt_step:124992 lr:5.001e-05 clip_eps:0.1 entropy:1.215 +2026-01-08 00:18:47 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1052.10 total_reward_ma:1041.96 loss:-0.005903 fps:1396 +frame:8.01e+06 wall_t:5739 t:500625 epi:nan +opt_step:125152 lr:4.976e-05 clip_eps:0.1 entropy:1.234 +2026-01-08 00:18:54 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1053.10 total_reward_ma:1042.11 loss:-0.0002941 fps:1396 +frame:8.02e+06 wall_t:5747 t:501250 epi:nan +opt_step:125312 lr:4.95e-05 clip_eps:0.1 entropy:1.252 +2026-01-08 00:19:01 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1048.10 total_reward_ma:1042.20 loss:-0.007344 fps:1396 +frame:8.03e+06 wall_t:5754 t:501875 epi:nan +opt_step:125440 lr:4.93e-05 clip_eps:0.1 entropy:1.157 +2026-01-08 00:19:08 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1050.30 total_reward_ma:1042.34 loss:-0.00343 fps:1396 +frame:8.04e+06 wall_t:5761 t:502500 epi:nan +opt_step:125600 lr:4.904e-05 clip_eps:0.1 entropy:1.189 +2026-01-08 00:19:15 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1049.20 total_reward_ma:1042.45 loss:-0.004545 fps:1396 +frame:8.05e+06 wall_t:5768 t:503125 epi:nan +opt_step:125760 lr:4.878e-05 clip_eps:0.1 entropy:1.198 +2026-01-08 00:19:23 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1045.80 total_reward_ma:1042.48 loss:0.001533 fps:1395 +frame:8.06e+06 wall_t:5776 t:503750 epi:nan +opt_step:125920 lr:4.853e-05 clip_eps:0.1 entropy:1.241 +2026-01-08 00:19:30 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1044.70 total_reward_ma:1042.50 loss:-0.009754 fps:1395 +frame:8.07e+06 wall_t:5783 t:504375 epi:nan +opt_step:126080 lr:4.827e-05 clip_eps:0.1 entropy:1.066 +2026-01-08 00:19:37 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1043.80 total_reward_ma:1042.54 loss:-0.009519 fps:1396 +frame:8.08e+06 wall_t:5790 t:505000 epi:nan +opt_step:126240 lr:4.802e-05 clip_eps:0.1 entropy:1.233 +2026-01-08 00:19:44 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1044.60 total_reward_ma:1042.54 loss:-0.004676 fps:1396 +frame:8.09e+06 wall_t:5796 t:505625 epi:nan +opt_step:126400 lr:4.776e-05 clip_eps:0.1 entropy:1.3 +2026-01-08 00:19:51 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1038.40 total_reward_ma:1042.45 loss:-0.007959 fps:1396 +frame:8.10e+06 wall_t:5803 t:506250 epi:nan +opt_step:126560 lr:4.75e-05 clip_eps:0.1 entropy:1.174 +2026-01-08 00:19:57 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1034.70 total_reward_ma:1042.30 loss:-0.009662 fps:1396 +frame:8.11e+06 wall_t:5809 t:506875 epi:nan +opt_step:126688 lr:4.73e-05 clip_eps:0.1 entropy:1.169 +2026-01-08 00:20:05 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1036.90 total_reward_ma:1042.11 loss:0.0005045 fps:1396 +frame:8.12e+06 wall_t:5818 t:507500 epi:nan +opt_step:126848 lr:4.704e-05 clip_eps:0.1 entropy:1.252 +2026-01-08 00:20:13 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1039.60 total_reward_ma:1041.97 loss:-0.006185 fps:1395 +frame:8.13e+06 wall_t:5826 t:508125 epi:nan +opt_step:127008 lr:4.679e-05 clip_eps:0.1 entropy:1.17 +2026-01-08 00:20:21 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1040.30 total_reward_ma:1041.84 loss:-0.005279 fps:1396 +frame:8.14e+06 wall_t:5833 t:508750 epi:nan +opt_step:127168 lr:4.653e-05 clip_eps:0.1 entropy:1.15 +2026-01-08 00:20:28 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1041.40 total_reward_ma:1041.72 loss:-0.005963 fps:1395 +frame:8.15e+06 wall_t:5841 t:509375 epi:nan +opt_step:127328 lr:4.628e-05 clip_eps:0.1 entropy:1.175 +2026-01-08 00:20:35 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1039.10 total_reward_ma:1041.56 loss:-0.003847 fps:1396 +frame:8.16e+06 wall_t:5847 t:510000 epi:nan +opt_step:127488 lr:4.602e-05 clip_eps:0.1 entropy:1.201 +2026-01-08 00:20:43 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1040.10 total_reward_ma:1041.43 loss:-0.005994 fps:1395 +frame:8.17e+06 wall_t:5855 t:510625 epi:nan +opt_step:127648 lr:4.576e-05 clip_eps:0.1 entropy:1.212 +2026-01-08 00:20:50 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1038.40 total_reward_ma:1041.26 loss:-0.002604 fps:1395 +frame:8.18e+06 wall_t:5863 t:511250 epi:nan +opt_step:127808 lr:4.551e-05 clip_eps:0.1 entropy:1.251 +2026-01-08 00:20:58 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1037.90 total_reward_ma:1041.07 loss:-0.004378 fps:1395 +frame:8.19e+06 wall_t:5871 t:511875 epi:nan +opt_step:127968 lr:4.525e-05 clip_eps:0.1 entropy:1.204 +2026-01-08 00:21:05 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1037.10 total_reward_ma:1040.90 loss:-0.01288 fps:1395 +frame:8.20e+06 wall_t:5878 t:512500 epi:nan +opt_step:128096 lr:4.505e-05 clip_eps:0.1 entropy:1.21 +2026-01-08 00:21:13 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1035.40 total_reward_ma:1040.74 loss:-0.004227 fps:1395 +frame:8.21e+06 wall_t:5886 t:513125 epi:nan +opt_step:128256 lr:4.479e-05 clip_eps:0.1 entropy:1.204 +2026-01-08 00:21:20 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1036.10 total_reward_ma:1040.58 loss:-0.005476 fps:1395 +frame:8.22e+06 wall_t:5893 t:513750 epi:nan +opt_step:128416 lr:4.453e-05 clip_eps:0.1 entropy:1.232 +2026-01-08 00:21:28 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1038.00 total_reward_ma:1040.48 loss:-0.005424 fps:1395 +frame:8.23e+06 wall_t:5901 t:514375 epi:nan +opt_step:128576 lr:4.428e-05 clip_eps:0.1 entropy:1.204 +2026-01-08 00:21:36 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1037.10 total_reward_ma:1040.33 loss:-0.001078 fps:1394 +frame:8.24e+06 wall_t:5909 t:515000 epi:nan +opt_step:128736 lr:4.402e-05 clip_eps:0.1 entropy:1.244 +2026-01-08 00:21:44 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1032.60 total_reward_ma:1040.18 loss:-0.006677 fps:1395 +frame:8.25e+06 wall_t:5916 t:515625 epi:nan +opt_step:128896 lr:4.377e-05 clip_eps:0.1 entropy:1.309 +2026-01-08 00:21:51 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1031.80 total_reward_ma:1040.04 loss:-0.006743 fps:1395 +frame:8.26e+06 wall_t:5923 t:516250 epi:nan +opt_step:129056 lr:4.351e-05 clip_eps:0.1 entropy:1.137 +2026-01-08 00:21:58 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1032.80 total_reward_ma:1039.95 loss:-0.004729 fps:1395 +frame:8.27e+06 wall_t:5930 t:516875 epi:nan +opt_step:129216 lr:4.325e-05 clip_eps:0.1 entropy:1.34 +2026-01-08 00:22:04 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1032.70 total_reward_ma:1039.88 loss:-0.00421 fps:1395 +frame:8.28e+06 wall_t:5937 t:517500 epi:nan +opt_step:129344 lr:4.305e-05 clip_eps:0.1 entropy:1.252 +2026-01-08 00:22:11 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1035.40 total_reward_ma:1039.85 loss:-0.007368 fps:1395 +frame:8.29e+06 wall_t:5943 t:518125 epi:nan +opt_step:129504 lr:4.279e-05 clip_eps:0.1 entropy:1.101 +2026-01-08 00:22:18 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1036.80 total_reward_ma:1039.84 loss:-0.01037 fps:1395 +frame:8.30e+06 wall_t:5950 t:518750 epi:nan +opt_step:129664 lr:4.254e-05 clip_eps:0.1 entropy:1.225 +2026-01-08 00:22:25 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1035.90 total_reward_ma:1039.86 loss:-0.002822 fps:1395 +frame:8.31e+06 wall_t:5957 t:519375 epi:nan +opt_step:129824 lr:4.228e-05 clip_eps:0.1 entropy:1.228 +2026-01-08 00:22:32 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1033.70 total_reward_ma:1039.88 loss:-0.003924 fps:1395 +frame:8.32e+06 wall_t:5965 t:520000 epi:nan +opt_step:129984 lr:4.203e-05 clip_eps:0.1 entropy:1.167 +2026-01-08 00:22:39 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1032.90 total_reward_ma:1039.88 loss:-0.01041 fps:1395 +frame:8.33e+06 wall_t:5971 t:520625 epi:nan +opt_step:130144 lr:4.177e-05 clip_eps:0.1 entropy:1.213 +2026-01-08 00:22:46 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1033.00 total_reward_ma:1039.90 loss:-0.004542 fps:1395 +frame:8.34e+06 wall_t:5979 t:521250 epi:nan +opt_step:130304 lr:4.151e-05 clip_eps:0.1 entropy:1.342 +2026-01-08 00:22:53 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1035.00 total_reward_ma:1039.92 loss:-0.009989 fps:1395 +frame:8.35e+06 wall_t:5986 t:521875 epi:nan +opt_step:130464 lr:4.126e-05 clip_eps:0.1 entropy:1.092 +2026-01-08 00:23:01 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1033.50 total_reward_ma:1039.94 loss:-0.008893 fps:1395 +frame:8.36e+06 wall_t:5993 t:522500 epi:nan +opt_step:130624 lr:4.1e-05 clip_eps:0.1 entropy:1.162 +2026-01-08 00:23:07 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1030.60 total_reward_ma:1039.91 loss:0.0005562 fps:1395 +frame:8.37e+06 wall_t:6000 t:523125 epi:nan +opt_step:130752 lr:4.08e-05 clip_eps:0.1 entropy:1.267 +2026-01-08 00:23:14 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1033.80 total_reward_ma:1039.94 loss:-0.004034 fps:1395 +frame:8.38e+06 wall_t:6007 t:523750 epi:nan +opt_step:130912 lr:4.054e-05 clip_eps:0.1 entropy:1.08 +2026-01-08 00:23:21 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1033.30 total_reward_ma:1039.96 loss:-0.01097 fps:1395 +frame:8.39e+06 wall_t:6014 t:524375 epi:nan +opt_step:131072 lr:4.028e-05 clip_eps:0.1 entropy:1.075 +2026-01-08 00:23:28 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1038.20 total_reward_ma:1039.99 loss:0.0009912 fps:1395 +frame:8.40e+06 wall_t:6021 t:525000 epi:nan +opt_step:131232 lr:4.003e-05 clip_eps:0.1 entropy:1.177 +2026-01-08 00:23:35 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1037.60 total_reward_ma:1040.00 loss:0.001676 fps:1395 +frame:8.41e+06 wall_t:6028 t:525625 epi:nan +opt_step:131392 lr:3.977e-05 clip_eps:0.1 entropy:1.2 +2026-01-08 00:23:43 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1039.80 total_reward_ma:1040.06 loss:-0.008112 fps:1395 +frame:8.42e+06 wall_t:6035 t:526250 epi:nan +opt_step:131552 lr:3.952e-05 clip_eps:0.1 entropy:1.163 +2026-01-08 00:23:50 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1039.20 total_reward_ma:1040.07 loss:-0.003268 fps:1395 +frame:8.43e+06 wall_t:6042 t:526875 epi:nan +opt_step:131712 lr:3.926e-05 clip_eps:0.1 entropy:1.237 +2026-01-08 00:23:57 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1042.60 total_reward_ma:1040.09 loss:0.00268 fps:1395 +frame:8.44e+06 wall_t:6049 t:527500 epi:nan +opt_step:131872 lr:3.9e-05 clip_eps:0.1 entropy:1.274 +2026-01-08 00:24:03 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1040.40 total_reward_ma:1040.04 loss:-0.004287 fps:1396 +frame:8.45e+06 wall_t:6055 t:528125 epi:nan +opt_step:132000 lr:3.88e-05 clip_eps:0.1 entropy:1.141 +2026-01-08 00:24:10 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1040.40 total_reward_ma:1039.98 loss:-0.004982 fps:1396 +frame:8.46e+06 wall_t:6062 t:528750 epi:nan +opt_step:132160 lr:3.854e-05 clip_eps:0.1 entropy:1.22 +2026-01-08 00:24:17 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1040.20 total_reward_ma:1039.88 loss:-0.002417 fps:1395 +frame:8.47e+06 wall_t:6070 t:529375 epi:nan +opt_step:132320 lr:3.829e-05 clip_eps:0.1 entropy:1.234 +2026-01-08 00:24:24 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1041.40 total_reward_ma:1039.79 loss:-0.0004897 fps:1395 +frame:8.48e+06 wall_t:6077 t:530000 epi:nan +opt_step:132480 lr:3.803e-05 clip_eps:0.1 entropy:1.2 +2026-01-08 00:24:33 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1041.00 total_reward_ma:1039.70 loss:-0.004723 fps:1395 +frame:8.49e+06 wall_t:6085 t:530625 epi:nan +opt_step:132640 lr:3.778e-05 clip_eps:0.1 entropy:1.229 +2026-01-08 00:24:40 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1037.90 total_reward_ma:1039.51 loss:0.0002296 fps:1395 +frame:8.50e+06 wall_t:6093 t:531250 epi:nan +opt_step:132800 lr:3.752e-05 clip_eps:0.1 entropy:1.204 +2026-01-08 00:24:47 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1032.40 total_reward_ma:1039.30 loss:-0.005809 fps:1395 +frame:8.51e+06 wall_t:6100 t:531875 epi:nan +opt_step:132960 lr:3.726e-05 clip_eps:0.1 entropy:1.119 +2026-01-08 00:24:54 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1032.90 total_reward_ma:1039.06 loss:-0.003031 fps:1395 +frame:8.52e+06 wall_t:6107 t:532500 epi:nan +opt_step:133120 lr:3.701e-05 clip_eps:0.1 entropy:1.264 +2026-01-08 00:25:02 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1033.50 total_reward_ma:1038.84 loss:0.001782 fps:1395 +frame:8.53e+06 wall_t:6114 t:533125 epi:nan +opt_step:133280 lr:3.675e-05 clip_eps:0.1 entropy:1.189 +2026-01-08 00:25:08 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1029.70 total_reward_ma:1038.59 loss:0.0002673 fps:1395 +frame:8.54e+06 wall_t:6120 t:533750 epi:nan +opt_step:133408 lr:3.655e-05 clip_eps:0.1 entropy:1.169 +2026-01-08 00:25:15 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1029.90 total_reward_ma:1038.33 loss:-0.002511 fps:1395 +frame:8.55e+06 wall_t:6127 t:534375 epi:nan +opt_step:133568 lr:3.629e-05 clip_eps:0.1 entropy:1.137 +2026-01-08 00:25:22 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1032.30 total_reward_ma:1038.09 loss:-0.001644 fps:1396 +frame:8.56e+06 wall_t:6134 t:535000 epi:nan +opt_step:133728 lr:3.604e-05 clip_eps:0.1 entropy:1.173 +2026-01-08 00:25:29 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1031.00 total_reward_ma:1037.83 loss:-0.004397 fps:1395 +frame:8.57e+06 wall_t:6142 t:535625 epi:nan +opt_step:133888 lr:3.578e-05 clip_eps:0.1 entropy:1.089 +2026-01-08 00:25:36 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1030.90 total_reward_ma:1037.56 loss:-0.008874 fps:1395 +frame:8.58e+06 wall_t:6149 t:536250 epi:nan +opt_step:134048 lr:3.552e-05 clip_eps:0.1 entropy:1.234 +2026-01-08 00:25:43 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1028.70 total_reward_ma:1037.28 loss:-0.0003865 fps:1395 +frame:8.59e+06 wall_t:6156 t:536875 epi:nan +opt_step:134208 lr:3.527e-05 clip_eps:0.1 entropy:1.181 +2026-01-08 00:25:51 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1028.80 total_reward_ma:1037.04 loss:-0.003632 fps:1395 +frame:8.60e+06 wall_t:6163 t:537500 epi:nan +opt_step:134368 lr:3.501e-05 clip_eps:0.1 entropy:1.068 +2026-01-08 00:25:59 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1026.90 total_reward_ma:1036.80 loss:-0.006289 fps:1395 +frame:8.61e+06 wall_t:6171 t:538125 epi:nan +opt_step:134528 lr:3.476e-05 clip_eps:0.1 entropy:1.194 +2026-01-08 00:26:06 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1023.10 total_reward_ma:1036.58 loss:0.01458 fps:1395 +frame:8.62e+06 wall_t:6179 t:538750 epi:nan +opt_step:134656 lr:3.455e-05 clip_eps:0.1 entropy:1.258 +2026-01-08 00:26:14 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1024.50 total_reward_ma:1036.39 loss:0.000579 fps:1395 +frame:8.63e+06 wall_t:6186 t:539375 epi:nan +opt_step:134816 lr:3.429e-05 clip_eps:0.1 entropy:1.192 +2026-01-08 00:26:21 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1026.10 total_reward_ma:1036.21 loss:-0.0109 fps:1395 +frame:8.64e+06 wall_t:6194 t:540000 epi:nan +opt_step:134976 lr:3.404e-05 clip_eps:0.1 entropy:1.101 +2026-01-08 00:26:28 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1024.50 total_reward_ma:1036.08 loss:-0.0001695 fps:1395 +frame:8.65e+06 wall_t:6201 t:540625 epi:nan +opt_step:135136 lr:3.378e-05 clip_eps:0.1 entropy:1.164 +2026-01-08 00:26:35 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1029.20 total_reward_ma:1036.01 loss:-5.087e-05 fps:1395 +frame:8.66e+06 wall_t:6208 t:541250 epi:nan +opt_step:135296 lr:3.353e-05 clip_eps:0.1 entropy:1.171 +2026-01-08 00:26:42 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1030.60 total_reward_ma:1035.99 loss:-0.006306 fps:1395 +frame:8.67e+06 wall_t:6215 t:541875 epi:nan +opt_step:135456 lr:3.327e-05 clip_eps:0.1 entropy:1.067 +2026-01-08 00:26:49 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1032.40 total_reward_ma:1036.04 loss:-0.003846 fps:1395 +frame:8.68e+06 wall_t:6221 t:542500 epi:nan +opt_step:135616 lr:3.301e-05 clip_eps:0.1 entropy:1.249 +2026-01-08 00:26:56 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1031.10 total_reward_ma:1036.06 loss:0.01202 fps:1395 +frame:8.69e+06 wall_t:6229 t:543125 epi:nan +opt_step:135776 lr:3.276e-05 clip_eps:0.1 entropy:1.173 +2026-01-08 00:27:03 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1037.00 total_reward_ma:1036.16 loss:-0.005492 fps:1395 +frame:8.70e+06 wall_t:6236 t:543750 epi:nan +opt_step:135936 lr:3.25e-05 clip_eps:0.1 entropy:1.114 +2026-01-08 00:27:10 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1036.60 total_reward_ma:1036.27 loss:-0.004227 fps:1395 +frame:8.71e+06 wall_t:6242 t:544375 epi:nan +opt_step:136064 lr:3.23e-05 clip_eps:0.1 entropy:1.308 +2026-01-08 00:27:16 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1040.10 total_reward_ma:1036.42 loss:-0.003895 fps:1395 +frame:8.72e+06 wall_t:6249 t:545000 epi:nan +opt_step:136224 lr:3.204e-05 clip_eps:0.1 entropy:1.046 +2026-01-08 00:27:23 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1043.10 total_reward_ma:1036.60 loss:-0.00537 fps:1395 +frame:8.73e+06 wall_t:6256 t:545625 epi:nan +opt_step:136384 lr:3.179e-05 clip_eps:0.1 entropy:1.077 +2026-01-08 00:27:30 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1045.00 total_reward_ma:1036.81 loss:-0.01074 fps:1395 +frame:8.74e+06 wall_t:6263 t:546250 epi:nan +opt_step:136544 lr:3.153e-05 clip_eps:0.1 entropy:1.182 +2026-01-08 00:27:37 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1044.70 total_reward_ma:1037.07 loss:0.0002689 fps:1396 +frame:8.75e+06 wall_t:6270 t:546875 epi:nan +opt_step:136704 lr:3.127e-05 clip_eps:0.1 entropy:1.195 +2026-01-08 00:27:44 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1041.30 total_reward_ma:1037.31 loss:-0.001921 fps:1396 +frame:8.76e+06 wall_t:6277 t:547500 epi:nan +opt_step:136864 lr:3.102e-05 clip_eps:0.1 entropy:1.039 +2026-01-08 00:27:51 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1041.30 total_reward_ma:1037.53 loss:-0.006751 fps:1396 +frame:8.77e+06 wall_t:6284 t:548125 epi:nan +opt_step:137024 lr:3.076e-05 clip_eps:0.1 entropy:1.169 +2026-01-08 00:27:58 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1043.30 total_reward_ma:1037.78 loss:0.0004156 fps:1396 +frame:8.78e+06 wall_t:6291 t:548750 epi:nan +opt_step:137184 lr:3.051e-05 clip_eps:0.1 entropy:1.355 +2026-01-08 00:28:04 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1042.40 total_reward_ma:1037.98 loss:-0.001659 fps:1396 +frame:8.79e+06 wall_t:6297 t:549375 epi:nan +opt_step:137312 lr:3.03e-05 clip_eps:0.1 entropy:1.167 +2026-01-08 00:28:11 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1043.10 total_reward_ma:1038.20 loss:-0.00665 fps:1396 +frame:8.80e+06 wall_t:6304 t:550000 epi:nan +opt_step:137472 lr:3.004e-05 clip_eps:0.1 entropy:1.137 +2026-01-08 00:28:18 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1042.90 total_reward_ma:1038.35 loss:-0.006559 fps:1396 +frame:8.81e+06 wall_t:6311 t:550625 epi:nan +opt_step:137632 lr:2.979e-05 clip_eps:0.1 entropy:1.284 +2026-01-08 00:28:26 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1041.00 total_reward_ma:1038.48 loss:-0.003881 fps:1396 +frame:8.82e+06 wall_t:6318 t:551250 epi:nan +opt_step:137792 lr:2.953e-05 clip_eps:0.1 entropy:1.145 +2026-01-08 00:28:33 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1041.20 total_reward_ma:1038.61 loss:-0.007348 fps:1396 +frame:8.83e+06 wall_t:6325 t:551875 epi:nan +opt_step:137952 lr:2.928e-05 clip_eps:0.1 entropy:1.108 +2026-01-08 00:28:40 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1040.20 total_reward_ma:1038.71 loss:0.01153 fps:1396 +frame:8.84e+06 wall_t:6332 t:552500 epi:nan +opt_step:138112 lr:2.902e-05 clip_eps:0.1 entropy:1.245 +2026-01-08 00:28:46 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1041.10 total_reward_ma:1038.75 loss:-0.005253 fps:1396 +frame:8.85e+06 wall_t:6339 t:553125 epi:nan +opt_step:138272 lr:2.876e-05 clip_eps:0.1 entropy:1.111 +2026-01-08 00:28:53 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1038.80 total_reward_ma:1038.74 loss:-0.009168 fps:1396 +frame:8.86e+06 wall_t:6345 t:553750 epi:nan +opt_step:138432 lr:2.851e-05 clip_eps:0.1 entropy:1.16 +2026-01-08 00:29:00 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1033.90 total_reward_ma:1038.65 loss:-0.001828 fps:1396 +frame:8.87e+06 wall_t:6353 t:554375 epi:nan +opt_step:138592 lr:2.825e-05 clip_eps:0.1 entropy:1.196 +2026-01-08 00:29:06 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1033.60 total_reward_ma:1038.53 loss:0.005556 fps:1396 +frame:8.88e+06 wall_t:6359 t:555000 epi:nan +opt_step:138720 lr:2.805e-05 clip_eps:0.1 entropy:1.168 +2026-01-08 00:29:14 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1035.80 total_reward_ma:1038.44 loss:0.008012 fps:1396 +frame:8.89e+06 wall_t:6366 t:555625 epi:nan +opt_step:138880 lr:2.779e-05 clip_eps:0.1 entropy:1.191 +2026-01-08 00:29:22 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1033.10 total_reward_ma:1038.32 loss:0.006856 fps:1396 +frame:8.90e+06 wall_t:6374 t:556250 epi:nan +opt_step:139040 lr:2.754e-05 clip_eps:0.1 entropy:1.168 +2026-01-08 00:29:29 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1031.80 total_reward_ma:1038.17 loss:-0.003012 fps:1396 +frame:8.91e+06 wall_t:6382 t:556875 epi:nan +opt_step:139200 lr:2.728e-05 clip_eps:0.1 entropy:1.346 +2026-01-08 00:29:36 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1031.20 total_reward_ma:1038.03 loss:0.003821 fps:1396 +frame:8.92e+06 wall_t:6389 t:557500 epi:nan +opt_step:139360 lr:2.702e-05 clip_eps:0.1 entropy:1.263 +2026-01-08 00:29:43 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1028.80 total_reward_ma:1037.88 loss:-0.004777 fps:1396 +frame:8.93e+06 wall_t:6396 t:558125 epi:nan +opt_step:139520 lr:2.677e-05 clip_eps:0.1 entropy:1.103 +2026-01-08 00:29:50 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1027.10 total_reward_ma:1037.69 loss:0.0004339 fps:1396 +frame:8.94e+06 wall_t:6403 t:558750 epi:nan +opt_step:139680 lr:2.651e-05 clip_eps:0.1 entropy:1.233 +2026-01-08 00:29:57 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1027.60 total_reward_ma:1037.48 loss:-0.001924 fps:1396 +frame:8.95e+06 wall_t:6410 t:559375 epi:nan +opt_step:139840 lr:2.626e-05 clip_eps:0.1 entropy:1.132 +2026-01-08 00:30:04 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1027.20 total_reward_ma:1037.26 loss:0.001277 fps:1396 +frame:8.96e+06 wall_t:6417 t:560000 epi:nan +opt_step:140000 lr:2.6e-05 clip_eps:0.1 entropy:1.07 +2026-01-08 00:30:10 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1024.90 total_reward_ma:1036.98 loss:-0.001099 fps:1397 +frame:8.97e+06 wall_t:6423 t:560625 epi:nan +opt_step:140128 lr:2.58e-05 clip_eps:0.1 entropy:1.204 +2026-01-08 00:30:17 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1025.00 total_reward_ma:1036.69 loss:-0.005758 fps:1397 +frame:8.98e+06 wall_t:6430 t:561250 epi:nan +opt_step:140288 lr:2.554e-05 clip_eps:0.1 entropy:1.129 +2026-01-08 00:30:24 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1023.90 total_reward_ma:1036.42 loss:-0.008105 fps:1397 +frame:8.99e+06 wall_t:6437 t:561875 epi:nan +opt_step:140448 lr:2.528e-05 clip_eps:0.1 entropy:1.065 +2026-01-08 00:30:31 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1025.80 total_reward_ma:1036.16 loss:0.008397 fps:1397 +frame:9.00e+06 wall_t:6444 t:562500 epi:nan +opt_step:140608 lr:2.503e-05 clip_eps:0.1 entropy:1.194 +2026-01-08 00:30:39 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1025.20 total_reward_ma:1035.89 loss:0.007211 fps:1397 +frame:9.01e+06 wall_t:6451 t:563125 epi:nan +opt_step:140768 lr:2.477e-05 clip_eps:0.1 entropy:1.231 +2026-01-08 00:30:45 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1015.60 total_reward_ma:1035.52 loss:-0.005759 fps:1397 +frame:9.02e+06 wall_t:6458 t:563750 epi:nan +opt_step:140928 lr:2.452e-05 clip_eps:0.1 entropy:1.064 +2026-01-08 00:30:52 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1015.80 total_reward_ma:1035.19 loss:-0.005474 fps:1397 +frame:9.03e+06 wall_t:6464 t:564375 epi:nan +opt_step:141088 lr:2.426e-05 clip_eps:0.1 entropy:1.22 +2026-01-08 00:30:59 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1016.90 total_reward_ma:1034.86 loss:0.00477 fps:1397 +frame:9.04e+06 wall_t:6472 t:565000 epi:nan +opt_step:141248 lr:2.4e-05 clip_eps:0.1 entropy:1.12 +2026-01-08 00:31:06 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1016.80 total_reward_ma:1034.53 loss:-0.008928 fps:1397 +frame:9.05e+06 wall_t:6478 t:565625 epi:nan +opt_step:141376 lr:2.38e-05 clip_eps:0.1 entropy:1.144 +2026-01-08 00:31:13 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1015.80 total_reward_ma:1034.23 loss:-0.005084 fps:1397 +frame:9.06e+06 wall_t:6486 t:566250 epi:nan +opt_step:141536 lr:2.354e-05 clip_eps:0.1 entropy:1.103 +2026-01-08 00:31:20 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1015.20 total_reward_ma:1033.94 loss:0.002323 fps:1397 +frame:9.07e+06 wall_t:6493 t:566875 epi:nan +opt_step:141696 lr:2.329e-05 clip_eps:0.1 entropy:1.143 +2026-01-08 00:31:27 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1017.30 total_reward_ma:1033.67 loss:-0.007549 fps:1397 +frame:9.08e+06 wall_t:6500 t:567500 epi:nan +opt_step:141856 lr:2.303e-05 clip_eps:0.1 entropy:1.067 +2026-01-08 00:31:34 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1022.00 total_reward_ma:1033.45 loss:-0.005613 fps:1397 +frame:9.09e+06 wall_t:6507 t:568125 epi:nan +opt_step:142016 lr:2.277e-05 clip_eps:0.1 entropy:1.087 +2026-01-08 00:31:41 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1023.80 total_reward_ma:1033.30 loss:-0.00256 fps:1397 +frame:9.10e+06 wall_t:6514 t:568750 epi:nan +opt_step:142176 lr:2.252e-05 clip_eps:0.1 entropy:1.255 +2026-01-08 00:31:48 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1024.20 total_reward_ma:1033.20 loss:-0.0007625 fps:1397 +frame:9.11e+06 wall_t:6520 t:569375 epi:nan +opt_step:142336 lr:2.226e-05 clip_eps:0.1 entropy:0.9941 +2026-01-08 00:31:55 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1024.90 total_reward_ma:1033.08 loss:-0.002194 fps:1397 +frame:9.12e+06 wall_t:6527 t:570000 epi:nan +opt_step:142496 lr:2.201e-05 clip_eps:0.1 entropy:1.066 +2026-01-08 00:32:01 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1024.90 total_reward_ma:1032.93 loss:0.002401 fps:1397 +frame:9.13e+06 wall_t:6534 t:570625 epi:nan +opt_step:142656 lr:2.175e-05 clip_eps:0.1 entropy:1.148 +2026-01-08 00:32:07 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1025.40 total_reward_ma:1032.78 loss:0.008261 fps:1398 +frame:9.14e+06 wall_t:6540 t:571250 epi:nan +opt_step:142784 lr:2.155e-05 clip_eps:0.1 entropy:1.218 +2026-01-08 00:32:15 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1028.10 total_reward_ma:1032.65 loss:-0.0006611 fps:1398 +frame:9.15e+06 wall_t:6547 t:571875 epi:nan +opt_step:142944 lr:2.129e-05 clip_eps:0.1 entropy:1.15 +2026-01-08 00:32:21 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1028.00 total_reward_ma:1032.54 loss:-0.001833 fps:1398 +frame:9.16e+06 wall_t:6554 t:572500 epi:nan +opt_step:143104 lr:2.103e-05 clip_eps:0.1 entropy:1.264 +2026-01-08 00:32:28 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1028.10 total_reward_ma:1032.42 loss:0.008375 fps:1398 +frame:9.17e+06 wall_t:6561 t:573125 epi:nan +opt_step:143264 lr:2.078e-05 clip_eps:0.1 entropy:1.172 +2026-01-08 00:32:35 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1025.90 total_reward_ma:1032.29 loss:-0.005661 fps:1398 +frame:9.18e+06 wall_t:6568 t:573750 epi:nan +opt_step:143424 lr:2.052e-05 clip_eps:0.1 entropy:1.095 +2026-01-08 00:32:43 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1025.00 total_reward_ma:1032.16 loss:-0.005681 fps:1398 +frame:9.19e+06 wall_t:6575 t:574375 epi:nan +opt_step:143584 lr:2.027e-05 clip_eps:0.1 entropy:1.137 +2026-01-08 00:32:50 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1022.30 total_reward_ma:1032.02 loss:-0.00148 fps:1398 +frame:9.20e+06 wall_t:6583 t:575000 epi:nan +opt_step:143744 lr:2.001e-05 clip_eps:0.1 entropy:1.248 +2026-01-08 00:32:57 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1020.80 total_reward_ma:1031.87 loss:0.000318 fps:1398 +frame:9.21e+06 wall_t:6589 t:575625 epi:nan +opt_step:143904 lr:1.975e-05 clip_eps:0.1 entropy:1.1 +2026-01-08 00:33:03 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1027.90 total_reward_ma:1031.79 loss:-0.004557 fps:1398 +frame:9.22e+06 wall_t:6595 t:576250 epi:nan +opt_step:144032 lr:1.955e-05 clip_eps:0.1 entropy:1.171 +2026-01-08 00:33:10 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1026.90 total_reward_ma:1031.68 loss:0.004738 fps:1398 +frame:9.23e+06 wall_t:6603 t:576875 epi:nan +opt_step:144192 lr:1.929e-05 clip_eps:0.1 entropy:1.206 +2026-01-08 00:33:17 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1026.50 total_reward_ma:1031.57 loss:0.005174 fps:1398 +frame:9.24e+06 wall_t:6609 t:577500 epi:nan +opt_step:144352 lr:1.904e-05 clip_eps:0.1 entropy:1.066 +2026-01-08 00:33:24 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1025.20 total_reward_ma:1031.50 loss:-0.003191 fps:1398 +frame:9.25e+06 wall_t:6617 t:578125 epi:nan +opt_step:144512 lr:1.878e-05 clip_eps:0.1 entropy:1.171 +2026-01-08 00:33:31 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1026.40 total_reward_ma:1031.44 loss:0.002143 fps:1398 +frame:9.26e+06 wall_t:6624 t:578750 epi:nan +opt_step:144672 lr:1.852e-05 clip_eps:0.1 entropy:1.156 +2026-01-08 00:33:38 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1022.60 total_reward_ma:1031.34 loss:0.003524 fps:1398 +frame:9.27e+06 wall_t:6631 t:579375 epi:nan +opt_step:144832 lr:1.827e-05 clip_eps:0.1 entropy:1.056 +2026-01-08 00:33:45 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1018.20 total_reward_ma:1031.20 loss:-0.006293 fps:1398 +frame:9.28e+06 wall_t:6638 t:580000 epi:nan +opt_step:144992 lr:1.801e-05 clip_eps:0.1 entropy:1.14 +2026-01-08 00:33:52 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1015.40 total_reward_ma:1031.00 loss:-0.002233 fps:1398 +frame:9.29e+06 wall_t:6644 t:580625 epi:nan +opt_step:145152 lr:1.776e-05 clip_eps:0.1 entropy:1.222 +2026-01-08 00:33:59 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1011.70 total_reward_ma:1030.74 loss:0.01227 fps:1398 +frame:9.30e+06 wall_t:6651 t:581250 epi:nan +opt_step:145312 lr:1.75e-05 clip_eps:0.1 entropy:1.1 +2026-01-08 00:34:05 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1010.30 total_reward_ma:1030.49 loss:-0.002786 fps:1398 +frame:9.31e+06 wall_t:6658 t:581875 epi:nan +opt_step:145440 lr:1.73e-05 clip_eps:0.1 entropy:1.112 +2026-01-08 00:34:12 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1009.10 total_reward_ma:1030.24 loss:-0.003934 fps:1399 +frame:9.32e+06 wall_t:6664 t:582500 epi:nan +opt_step:145600 lr:1.704e-05 clip_eps:0.1 entropy:1.17 +2026-01-08 00:34:19 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1007.90 total_reward_ma:1029.99 loss:0.0004523 fps:1399 +frame:9.33e+06 wall_t:6671 t:583125 epi:nan +opt_step:145760 lr:1.678e-05 clip_eps:0.1 entropy:1.03 +2026-01-08 00:34:26 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1006.80 total_reward_ma:1029.73 loss:-0.0007438 fps:1398 +frame:9.34e+06 wall_t:6679 t:583750 epi:nan +opt_step:145920 lr:1.653e-05 clip_eps:0.1 entropy:1.108 +2026-01-08 00:34:33 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1006.50 total_reward_ma:1029.45 loss:0.01194 fps:1398 +frame:9.35e+06 wall_t:6686 t:584375 epi:nan +opt_step:146080 lr:1.627e-05 clip_eps:0.1 entropy:1.116 +2026-01-08 00:34:40 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1005.80 total_reward_ma:1029.17 loss:-0.0009575 fps:1398 +frame:9.36e+06 wall_t:6693 t:585000 epi:nan +opt_step:146240 lr:1.602e-05 clip_eps:0.1 entropy:0.9947 +2026-01-08 00:34:48 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1005.90 total_reward_ma:1028.92 loss:-0.00181 fps:1399 +frame:9.37e+06 wall_t:6700 t:585625 epi:nan +opt_step:146400 lr:1.576e-05 clip_eps:0.1 entropy:1.123 +2026-01-08 00:34:55 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1010.40 total_reward_ma:1028.69 loss:0.00362 fps:1399 +frame:9.38e+06 wall_t:6707 t:586250 epi:nan +opt_step:146560 lr:1.55e-05 clip_eps:0.1 entropy:1.186 +2026-01-08 00:35:01 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1010.90 total_reward_ma:1028.46 loss:-0.002452 fps:1399 +frame:9.39e+06 wall_t:6714 t:586875 epi:nan +opt_step:146688 lr:1.53e-05 clip_eps:0.1 entropy:1.107 +2026-01-08 00:35:09 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1010.90 total_reward_ma:1028.19 loss:-0.0009108 fps:1398 +frame:9.40e+06 wall_t:6722 t:587500 epi:nan +opt_step:146848 lr:1.504e-05 clip_eps:0.1 entropy:1.091 +2026-01-08 00:35:16 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1011.70 total_reward_ma:1027.93 loss:-0.002882 fps:1399 +frame:9.41e+06 wall_t:6728 t:588125 epi:nan +opt_step:147008 lr:1.479e-05 clip_eps:0.1 entropy:1.062 +2026-01-08 00:35:23 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1014.10 total_reward_ma:1027.68 loss:0.0003212 fps:1398 +frame:9.42e+06 wall_t:6736 t:588750 epi:nan +opt_step:147168 lr:1.453e-05 clip_eps:0.1 entropy:1.225 +2026-01-08 00:35:31 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1015.70 total_reward_ma:1027.44 loss:0.005835 fps:1398 +frame:9.43e+06 wall_t:6743 t:589375 epi:nan +opt_step:147328 lr:1.428e-05 clip_eps:0.1 entropy:1.151 +2026-01-08 00:35:37 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1017.70 total_reward_ma:1027.19 loss:-0.004783 fps:1399 +frame:9.44e+06 wall_t:6750 t:590000 epi:nan +opt_step:147488 lr:1.402e-05 clip_eps:0.1 entropy:1.128 +2026-01-08 00:35:44 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1020.30 total_reward_ma:1026.99 loss:0.000572 fps:1399 +frame:9.45e+06 wall_t:6757 t:590625 epi:nan +opt_step:147648 lr:1.376e-05 clip_eps:0.1 entropy:1.152 +2026-01-08 00:35:51 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1028.20 total_reward_ma:1026.87 loss:0.01318 fps:1399 +frame:9.46e+06 wall_t:6764 t:591250 epi:nan +opt_step:147808 lr:1.351e-05 clip_eps:0.1 entropy:1.125 +2026-01-08 00:35:58 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1026.30 total_reward_ma:1026.73 loss:0.003771 fps:1399 +frame:9.47e+06 wall_t:6770 t:591875 epi:nan +opt_step:147968 lr:1.325e-05 clip_eps:0.1 entropy:1.165 +2026-01-08 00:36:04 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1033.20 total_reward_ma:1026.65 loss:0.007444 fps:1399 +frame:9.48e+06 wall_t:6776 t:592500 epi:nan +opt_step:148096 lr:1.305e-05 clip_eps:0.1 entropy:1.181 +2026-01-08 00:36:10 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1035.70 total_reward_ma:1026.59 loss:0.003217 fps:1399 +frame:9.49e+06 wall_t:6783 t:593125 epi:nan +opt_step:148256 lr:1.279e-05 clip_eps:0.1 entropy:1.113 +2026-01-08 00:36:17 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1034.20 total_reward_ma:1026.56 loss:0.003737 fps:1399 +frame:9.50e+06 wall_t:6790 t:593750 epi:nan +opt_step:148416 lr:1.253e-05 clip_eps:0.1 entropy:1.203 +2026-01-08 00:36:24 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1033.40 total_reward_ma:1026.57 loss:0.006641 fps:1399 +frame:9.51e+06 wall_t:6797 t:594375 epi:nan +opt_step:148576 lr:1.228e-05 clip_eps:0.1 entropy:1.282 +2026-01-08 00:36:31 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1038.90 total_reward_ma:1026.63 loss:0.007912 fps:1399 +frame:9.52e+06 wall_t:6804 t:595000 epi:nan +opt_step:148736 lr:1.202e-05 clip_eps:0.1 entropy:1.127 +2026-01-08 00:36:38 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1036.70 total_reward_ma:1026.66 loss:-0.00234 fps:1399 +frame:9.53e+06 wall_t:6811 t:595625 epi:nan +opt_step:148896 lr:1.177e-05 clip_eps:0.1 entropy:1.097 +2026-01-08 00:36:45 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1035.60 total_reward_ma:1026.72 loss:0.01017 fps:1399 +frame:9.54e+06 wall_t:6818 t:596250 epi:nan +opt_step:149056 lr:1.151e-05 clip_eps:0.1 entropy:1.182 +2026-01-08 00:36:53 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1034.50 total_reward_ma:1026.76 loss:0.003025 fps:1399 +frame:9.55e+06 wall_t:6825 t:596875 epi:nan +opt_step:149216 lr:1.125e-05 clip_eps:0.1 entropy:1.065 +2026-01-08 00:37:00 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1031.00 total_reward_ma:1026.75 loss:-0.003966 fps:1399 +frame:9.56e+06 wall_t:6832 t:597500 epi:nan +opt_step:149344 lr:1.105e-05 clip_eps:0.1 entropy:1.109 +2026-01-08 00:37:06 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1028.90 total_reward_ma:1026.73 loss:0.003913 fps:1399 +frame:9.57e+06 wall_t:6839 t:598125 epi:nan +opt_step:149504 lr:1.079e-05 clip_eps:0.1 entropy:1.093 +2026-01-08 00:37:14 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1028.50 total_reward_ma:1026.71 loss:0.01142 fps:1399 +frame:9.58e+06 wall_t:6846 t:598750 epi:nan +opt_step:149664 lr:1.054e-05 clip_eps:0.1 entropy:1.108 +2026-01-08 00:37:21 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1030.40 total_reward_ma:1026.72 loss:-0.006769 fps:1399 +frame:9.59e+06 wall_t:6854 t:599375 epi:nan +opt_step:149824 lr:1.028e-05 clip_eps:0.1 entropy:1.126 +2026-01-08 00:37:29 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1030.80 total_reward_ma:1026.74 loss:0.00229 fps:1399 +frame:9.60e+06 wall_t:6861 t:600000 epi:nan +opt_step:149984 lr:1.003e-05 clip_eps:0.1 entropy:1.233 +2026-01-08 00:37:37 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1028.40 total_reward_ma:1026.76 loss:0.01095 fps:1399 +frame:9.61e+06 wall_t:6870 t:600625 epi:nan +opt_step:150144 lr:9.77e-06 clip_eps:0.1 entropy:1.16 +2026-01-08 00:37:44 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1027.00 total_reward_ma:1026.80 loss:-0.002086 fps:1399 +frame:9.62e+06 wall_t:6877 t:601250 epi:nan +opt_step:150304 lr:9.514e-06 clip_eps:0.1 entropy:1.203 +2026-01-08 00:37:51 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1027.30 total_reward_ma:1026.82 loss:-0.001159 fps:1399 +frame:9.63e+06 wall_t:6884 t:601875 epi:nan +opt_step:150464 lr:9.258e-06 clip_eps:0.1 entropy:1.118 +2026-01-08 00:37:59 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1025.90 total_reward_ma:1026.82 loss:0.01073 fps:1399 +frame:9.64e+06 wall_t:6891 t:602500 epi:nan +opt_step:150624 lr:9.002e-06 clip_eps:0.1 entropy:1.134 +2026-01-08 00:38:06 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1027.50 total_reward_ma:1026.85 loss:0.001411 fps:1399 +frame:9.65e+06 wall_t:6899 t:603125 epi:nan +opt_step:150752 lr:8.797e-06 clip_eps:0.1 entropy:1.114 +2026-01-08 00:38:14 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1026.50 total_reward_ma:1026.83 loss:0.002224 fps:1399 +frame:9.66e+06 wall_t:6906 t:603750 epi:nan +opt_step:150912 lr:8.541e-06 clip_eps:0.1 entropy:1.236 +2026-01-08 00:38:21 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1025.70 total_reward_ma:1026.78 loss:0.005595 fps:1399 +frame:9.67e+06 wall_t:6914 t:604375 epi:nan +opt_step:151072 lr:8.285e-06 clip_eps:0.1 entropy:1.118 +2026-01-08 00:38:28 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1022.60 total_reward_ma:1026.68 loss:0.004172 fps:1399 +frame:9.68e+06 wall_t:6921 t:605000 epi:nan +opt_step:151232 lr:8.029e-06 clip_eps:0.1 entropy:1.169 +2026-01-08 00:38:36 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1021.10 total_reward_ma:1026.58 loss:-0.001991 fps:1399 +frame:9.69e+06 wall_t:6928 t:605625 epi:nan +opt_step:151392 lr:7.773e-06 clip_eps:0.1 entropy:1.206 +2026-01-08 00:38:43 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1022.90 total_reward_ma:1026.44 loss:-0.0009348 fps:1399 +frame:9.70e+06 wall_t:6935 t:606250 epi:nan +opt_step:151552 lr:7.517e-06 clip_eps:0.1 entropy:1.127 +2026-01-08 00:38:50 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1020.30 total_reward_ma:1026.28 loss:-0.001152 fps:1399 +frame:9.71e+06 wall_t:6943 t:606875 epi:nan +opt_step:151712 lr:7.261e-06 clip_eps:0.1 entropy:1.096 +2026-01-08 00:38:57 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1021.20 total_reward_ma:1026.09 loss:0.008016 fps:1399 +frame:9.72e+06 wall_t:6950 t:607500 epi:nan +opt_step:151872 lr:7.005e-06 clip_eps:0.1 entropy:1.293 +2026-01-08 00:39:03 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1020.00 total_reward_ma:1025.85 loss:0.01205 fps:1399 +frame:9.73e+06 wall_t:6956 t:608125 epi:nan +opt_step:152000 lr:6.8e-06 clip_eps:0.1 entropy:1.112 +2026-01-08 00:39:11 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1022.10 total_reward_ma:1025.63 loss:-0.002954 fps:1399 +frame:9.74e+06 wall_t:6963 t:608750 epi:nan +opt_step:152160 lr:6.544e-06 clip_eps:0.1 entropy:1.161 +2026-01-08 00:39:18 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1019.80 total_reward_ma:1025.38 loss:-3.038e-05 fps:1399 +frame:9.75e+06 wall_t:6970 t:609375 epi:nan +opt_step:152320 lr:6.288e-06 clip_eps:0.1 entropy:1.219 +2026-01-08 00:39:24 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1025.20 total_reward_ma:1025.22 loss:0.001589 fps:1399 +frame:9.76e+06 wall_t:6977 t:610000 epi:nan +opt_step:152480 lr:6.032e-06 clip_eps:0.1 entropy:1.099 +2026-01-08 00:39:31 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1025.20 total_reward_ma:1025.06 loss:0.004231 fps:1399 +frame:9.77e+06 wall_t:6983 t:610625 epi:nan +opt_step:152640 lr:5.776e-06 clip_eps:0.1 entropy:1.13 +2026-01-08 00:39:38 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1026.50 total_reward_ma:1024.89 loss:0.00512 fps:1399 +frame:9.78e+06 wall_t:6990 t:611250 epi:nan +opt_step:152800 lr:5.52e-06 clip_eps:0.1 entropy:1.324 +2026-01-08 00:39:44 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1024.00 total_reward_ma:1024.70 loss:0.004197 fps:1399 +frame:9.79e+06 wall_t:6997 t:611875 epi:nan +opt_step:152960 lr:5.264e-06 clip_eps:0.1 entropy:1.119 +2026-01-08 00:39:51 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1026.70 total_reward_ma:1024.54 loss:0.006632 fps:1399 +frame:9.80e+06 wall_t:7004 t:612500 epi:nan +opt_step:153120 lr:5.008e-06 clip_eps:0.1 entropy:1.137 +2026-01-08 00:39:58 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1028.50 total_reward_ma:1024.40 loss:-0.0004079 fps:1399 +frame:9.81e+06 wall_t:7010 t:613125 epi:nan +opt_step:153280 lr:4.752e-06 clip_eps:0.1 entropy:1.115 +2026-01-08 00:40:04 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1030.00 total_reward_ma:1024.29 loss:0.001798 fps:1399 +frame:9.82e+06 wall_t:7017 t:613750 epi:nan +opt_step:153408 lr:4.547e-06 clip_eps:0.1 entropy:1.174 +2026-01-08 00:40:11 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1030.80 total_reward_ma:1024.18 loss:-0.0005248 fps:1399 +frame:9.83e+06 wall_t:7024 t:614375 epi:nan +opt_step:153568 lr:4.291e-06 clip_eps:0.1 entropy:1.164 +2026-01-08 00:40:18 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1028.40 total_reward_ma:1024.06 loss:0.00266 fps:1400 +frame:9.84e+06 wall_t:7031 t:615000 epi:nan +opt_step:153728 lr:4.035e-06 clip_eps:0.1 entropy:1.065 +2026-01-08 00:40:25 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1029.40 total_reward_ma:1023.95 loss:0.0005757 fps:1400 +frame:9.85e+06 wall_t:7038 t:615625 epi:nan +opt_step:153888 lr:3.779e-06 clip_eps:0.1 entropy:1.224 +2026-01-08 00:40:32 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1032.40 total_reward_ma:1023.88 loss:0.00658 fps:1400 +frame:9.86e+06 wall_t:7045 t:616250 epi:nan +opt_step:154048 lr:3.523e-06 clip_eps:0.1 entropy:1.173 +2026-01-08 00:40:40 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1034.50 total_reward_ma:1023.89 loss:0.002783 fps:1399 +frame:9.87e+06 wall_t:7053 t:616875 epi:nan +opt_step:154208 lr:3.267e-06 clip_eps:0.1 entropy:1.135 +2026-01-08 00:40:47 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1036.20 total_reward_ma:1023.91 loss:0.002915 fps:1399 +frame:9.88e+06 wall_t:7060 t:617500 epi:nan +opt_step:154368 lr:3.011e-06 clip_eps:0.1 entropy:1.152 +2026-01-08 00:40:54 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1040.30 total_reward_ma:1023.96 loss:-0.0009483 fps:1399 +frame:9.89e+06 wall_t:7067 t:618125 epi:nan +opt_step:154528 lr:2.755e-06 clip_eps:0.1 entropy:1.188 +2026-01-08 00:41:01 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1046.40 total_reward_ma:1024.09 loss:-0.002876 fps:1400 +frame:9.90e+06 wall_t:7073 t:618750 epi:nan +opt_step:154656 lr:2.55e-06 clip_eps:0.1 entropy:1.127 +2026-01-08 00:41:08 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1046.40 total_reward_ma:1024.24 loss:0.0007224 fps:1400 +frame:9.91e+06 wall_t:7080 t:619375 epi:nan +opt_step:154816 lr:2.294e-06 clip_eps:0.1 entropy:1.227 +2026-01-08 00:41:15 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1047.10 total_reward_ma:1024.40 loss:0.01419 fps:1400 +frame:9.92e+06 wall_t:7087 t:620000 epi:nan +opt_step:154976 lr:2.038e-06 clip_eps:0.1 entropy:1.138 +2026-01-08 00:41:21 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1052.30 total_reward_ma:1024.63 loss:-0.001996 fps:1400 +frame:9.93e+06 wall_t:7094 t:620625 epi:nan +opt_step:155136 lr:1.782e-06 clip_eps:0.1 entropy:1.15 +2026-01-08 00:41:28 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1046.30 total_reward_ma:1024.82 loss:-0.0006091 fps:1400 +frame:9.94e+06 wall_t:7101 t:621250 epi:nan +opt_step:155296 lr:1.526e-06 clip_eps:0.1 entropy:1.116 +2026-01-08 00:41:35 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1047.50 total_reward_ma:1025.02 loss:0.009137 fps:1400 +frame:9.95e+06 wall_t:7108 t:621875 epi:nan +opt_step:155456 lr:1.27e-06 clip_eps:0.1 entropy:1.22 +2026-01-08 00:41:42 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1045.50 total_reward_ma:1025.21 loss:-0.002145 fps:1400 +frame:9.96e+06 wall_t:7115 t:622500 epi:nan +opt_step:155616 lr:1.014e-06 clip_eps:0.1 entropy:1.109 +2026-01-08 00:41:49 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1045.70 total_reward_ma:1025.41 loss:-0.0005296 fps:1400 +frame:9.97e+06 wall_t:7122 t:623125 epi:nan +opt_step:155776 lr:7.584e-07 clip_eps:0.1 entropy:1.141 +2026-01-08 00:41:57 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1046.30 total_reward_ma:1025.63 loss:0.003686 fps:1400 +frame:9.98e+06 wall_t:7129 t:623750 epi:nan +opt_step:155936 lr:5.024e-07 clip_eps:0.1 entropy:1.198 +2026-01-08 00:42:04 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1048.60 total_reward_ma:1025.87 loss:0.00589 fps:1400 +frame:9.99e+06 wall_t:7136 t:624375 epi:nan +opt_step:156064 lr:2.976e-07 clip_eps:0.1 entropy:1.119 +2026-01-08 00:42:11 | INFO | PID:3053 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_bankheist_t0_s1 [train] +total_reward:1048.90 total_reward_ma:1026.10 loss:-0.001638 fps:1400 +frame:1.00e+07 wall_t:7144 t:625000 epi:nan +opt_step:156224 lr:4.16e-08 clip_eps:0.1 entropy:1.113 +2026-01-08 00:42:12 | INFO | PID:3053 | slm_lab.lib.logger:info | Session 1 done diff --git a/data/ppo_atari_lam85_bankheist_2026_01_07_224300/log/ppo_atari_lam85_bankheist_t0_s2.log b/data/ppo_atari_lam85_bankheist_2026_01_07_224300/log/ppo_atari_lam85_bankheist_t0_s2.log new file mode 100644 index 0000000000000000000000000000000000000000..73db26bbd30cb2568a9f2473bb38352ca636137c --- /dev/null +++ b/data/ppo_atari_lam85_bankheist_2026_01_07_224300/log/ppo_atari_lam85_bankheist_t0_s2.log @@ -0,0 +1,4002 @@ +2026-01-07 22:43:04 | INFO | PID:3054 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-07 22:43:51 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:9.38 total_reward_ma:9.38 loss:-0.03401 fps:232.6 +frame:1.00e+04 wall_t:43 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:2.782 +2026-01-07 22:43:59 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:14.06 total_reward_ma:11.72 loss:-0.03278 fps:384.6 +frame:2.00e+04 wall_t:52 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:2.76 +2026-01-07 22:44:09 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:12.65 total_reward_ma:12.03 loss:-0.03281 fps:491.8 +frame:3.00e+04 wall_t:61 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:2.65 +2026-01-07 22:44:18 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:13.88 total_reward_ma:12.49 loss:-0.0321 fps:563.4 +frame:4.00e+04 wall_t:71 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:2.629 +2026-01-07 22:44:27 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:13.95 total_reward_ma:12.78 loss:-0.02995 fps:632.9 +frame:5.00e+04 wall_t:79 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:2.526 +2026-01-07 22:44:38 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:14.30 total_reward_ma:13.04 loss:-0.03313 fps:659.3 +frame:6.00e+04 wall_t:91 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:2.622 +2026-01-07 22:44:46 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:15.40 total_reward_ma:13.37 loss:-0.02982 fps:707.1 +frame:7.00e+04 wall_t:99 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:2.586 +2026-01-07 22:44:55 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:15.10 total_reward_ma:13.59 loss:-0.02873 fps:747.7 +frame:8.00e+04 wall_t:107 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:2.455 +2026-01-07 22:45:02 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:15.30 total_reward_ma:13.78 loss:-0.03088 fps:782.6 +frame:9.00e+04 wall_t:115 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:2.354 +2026-01-07 22:45:10 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:15.60 total_reward_ma:13.96 loss:-0.02672 fps:819.7 +frame:1.00e+05 wall_t:122 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:2.314 +2026-01-07 22:45:17 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:15.60 total_reward_ma:14.11 loss:-0.0304 fps:846.2 +frame:1.10e+05 wall_t:130 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:2.297 +2026-01-07 22:45:26 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:15.80 total_reward_ma:14.25 loss:-0.02787 fps:863.3 +frame:1.20e+05 wall_t:139 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:2.219 +2026-01-07 22:45:35 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:16.50 total_reward_ma:14.42 loss:-0.02619 fps:878.4 +frame:1.30e+05 wall_t:148 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:2.143 +2026-01-07 22:45:44 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:15.20 total_reward_ma:14.48 loss:-0.02353 fps:897.4 +frame:1.40e+05 wall_t:156 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:2.066 +2026-01-07 22:45:52 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:16.20 total_reward_ma:14.59 loss:-0.02913 fps:914.6 +frame:1.50e+05 wall_t:164 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:2.304 +2026-01-07 22:46:00 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:15.80 total_reward_ma:14.67 loss:-0.02892 fps:924.9 +frame:1.60e+05 wall_t:173 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:2.263 +2026-01-07 22:46:08 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:16.70 total_reward_ma:14.79 loss:-0.0284 fps:944.4 +frame:1.70e+05 wall_t:180 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:2.349 +2026-01-07 22:46:15 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:16.90 total_reward_ma:14.91 loss:-0.02926 fps:957.4 +frame:1.80e+05 wall_t:188 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:2.334 +2026-01-07 22:46:23 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:17.40 total_reward_ma:15.04 loss:-0.03006 fps:974.4 +frame:1.90e+05 wall_t:195 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:2.396 +2026-01-07 22:46:31 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:17.10 total_reward_ma:15.14 loss:-0.03093 fps:980.4 +frame:2.00e+05 wall_t:204 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:2.412 +2026-01-07 22:46:39 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:17.00 total_reward_ma:15.23 loss:-0.02954 fps:995.3 +frame:2.10e+05 wall_t:211 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:2.351 +2026-01-07 22:46:47 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:18.60 total_reward_ma:15.38 loss:-0.02798 fps:1005 +frame:2.20e+05 wall_t:219 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:2.281 +2026-01-07 22:46:54 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:18.30 total_reward_ma:15.51 loss:-0.03053 fps:1013 +frame:2.30e+05 wall_t:227 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:2.18 +2026-01-07 22:47:02 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:18.50 total_reward_ma:15.63 loss:-0.02036 fps:1021 +frame:2.40e+05 wall_t:235 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:2.263 +2026-01-07 22:47:11 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:19.40 total_reward_ma:15.78 loss:-0.02866 fps:1029 +frame:2.50e+05 wall_t:243 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:2.472 +2026-01-07 22:47:18 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:19.20 total_reward_ma:15.92 loss:-0.02896 fps:1036 +frame:2.60e+05 wall_t:251 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:2.322 +2026-01-07 22:47:26 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:19.10 total_reward_ma:16.03 loss:-0.03154 fps:1042 +frame:2.70e+05 wall_t:259 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:2.294 +2026-01-07 22:47:34 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:18.30 total_reward_ma:16.12 loss:-0.03047 fps:1049 +frame:2.80e+05 wall_t:267 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:2.276 +2026-01-07 22:47:43 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:18.30 total_reward_ma:16.19 loss:-0.02661 fps:1051 +frame:2.90e+05 wall_t:276 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:2.368 +2026-01-07 22:47:51 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:19.20 total_reward_ma:16.29 loss:-0.03044 fps:1056 +frame:3.00e+05 wall_t:284 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:2.347 +2026-01-07 22:47:59 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:19.40 total_reward_ma:16.39 loss:-0.02908 fps:1065 +frame:3.10e+05 wall_t:291 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:2.516 +2026-01-07 22:48:06 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:19.90 total_reward_ma:16.50 loss:-0.03108 fps:1070 +frame:3.20e+05 wall_t:299 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:2.423 +2026-01-07 22:48:14 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:21.50 total_reward_ma:16.65 loss:-0.02964 fps:1078 +frame:3.30e+05 wall_t:306 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:2.454 +2026-01-07 22:48:22 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:21.80 total_reward_ma:16.80 loss:-0.03041 fps:1083 +frame:3.40e+05 wall_t:314 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:2.456 +2026-01-07 22:48:30 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:21.40 total_reward_ma:16.93 loss:-0.03101 fps:1087 +frame:3.50e+05 wall_t:322 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:2.392 +2026-01-07 22:48:38 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:21.20 total_reward_ma:17.05 loss:-0.02605 fps:1088 +frame:3.60e+05 wall_t:331 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:2.289 +2026-01-07 22:48:47 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:21.30 total_reward_ma:17.17 loss:-0.03123 fps:1091 +frame:3.70e+05 wall_t:339 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:2.309 +2026-01-07 22:48:55 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:21.40 total_reward_ma:17.28 loss:-0.02826 fps:1095 +frame:3.80e+05 wall_t:347 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:2.37 +2026-01-07 22:49:03 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:22.90 total_reward_ma:17.42 loss:-0.0283 fps:1099 +frame:3.90e+05 wall_t:355 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:2.313 +2026-01-07 22:49:10 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:22.50 total_reward_ma:17.55 loss:-0.02913 fps:1102 +frame:4.00e+05 wall_t:363 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:2.261 +2026-01-07 22:49:19 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:23.40 total_reward_ma:17.69 loss:-0.02898 fps:1102 +frame:4.10e+05 wall_t:372 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:2.34 +2026-01-07 22:49:27 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:24.20 total_reward_ma:17.85 loss:-0.02938 fps:1105 +frame:4.20e+05 wall_t:380 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:2.338 +2026-01-07 22:49:35 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:25.00 total_reward_ma:18.01 loss:-0.02493 fps:1111 +frame:4.30e+05 wall_t:387 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:2.302 +2026-01-07 22:49:44 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:24.80 total_reward_ma:18.17 loss:-0.02164 fps:1111 +frame:4.40e+05 wall_t:396 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:2.168 +2026-01-07 22:49:53 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:25.80 total_reward_ma:18.34 loss:-0.02599 fps:1108 +frame:4.50e+05 wall_t:406 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:2.133 +2026-01-07 22:50:02 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:26.50 total_reward_ma:18.52 loss:-0.02803 fps:1111 +frame:4.60e+05 wall_t:414 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:2.199 +2026-01-07 22:50:10 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:28.00 total_reward_ma:18.72 loss:-0.02817 fps:1111 +frame:4.70e+05 wall_t:423 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:2.266 +2026-01-07 22:50:19 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:28.30 total_reward_ma:18.92 loss:-0.02856 fps:1114 +frame:4.80e+05 wall_t:431 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:2.296 +2026-01-07 22:50:27 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:27.90 total_reward_ma:19.10 loss:-0.0239 fps:1116 +frame:4.90e+05 wall_t:439 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:2.206 +2026-01-07 22:50:34 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:27.40 total_reward_ma:19.27 loss:-0.02882 fps:1119 +frame:5.00e+05 wall_t:447 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:2.139 +2026-01-07 22:50:42 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:27.20 total_reward_ma:19.42 loss:-0.02479 fps:1121 +frame:5.10e+05 wall_t:455 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:2.022 +2026-01-07 22:50:49 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:27.50 total_reward_ma:19.58 loss:-0.02491 fps:1126 +frame:5.20e+05 wall_t:462 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:2.024 +2026-01-07 22:50:57 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:27.10 total_reward_ma:19.72 loss:-0.02641 fps:1128 +frame:5.30e+05 wall_t:470 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:2.106 +2026-01-07 22:51:05 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:27.20 total_reward_ma:19.86 loss:-0.02253 fps:1130 +frame:5.40e+05 wall_t:478 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:1.965 +2026-01-07 22:51:13 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:27.80 total_reward_ma:20.00 loss:-0.02401 fps:1132 +frame:5.50e+05 wall_t:486 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:2.055 +2026-01-07 22:51:21 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:29.10 total_reward_ma:20.16 loss:-0.01858 fps:1134 +frame:5.60e+05 wall_t:494 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:1.972 +2026-01-07 22:51:29 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:30.00 total_reward_ma:20.34 loss:-0.02082 fps:1135 +frame:5.70e+05 wall_t:502 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:2.066 +2026-01-07 22:51:37 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:30.40 total_reward_ma:20.51 loss:-0.0216 fps:1137 +frame:5.80e+05 wall_t:510 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:1.938 +2026-01-07 22:51:45 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:30.60 total_reward_ma:20.68 loss:-0.02325 fps:1139 +frame:5.90e+05 wall_t:518 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:1.897 +2026-01-07 22:51:53 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:29.70 total_reward_ma:20.83 loss:-0.02391 fps:1143 +frame:6.00e+05 wall_t:525 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:2.049 +2026-01-07 22:52:02 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:29.90 total_reward_ma:20.98 loss:-0.02352 fps:1142 +frame:6.10e+05 wall_t:534 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:2.047 +2026-01-07 22:52:09 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:28.20 total_reward_ma:21.10 loss:-0.02516 fps:1144 +frame:6.20e+05 wall_t:542 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:2.041 +2026-01-07 22:52:17 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:28.70 total_reward_ma:21.22 loss:-0.02691 fps:1145 +frame:6.30e+05 wall_t:550 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:2.088 +2026-01-07 22:52:26 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:28.90 total_reward_ma:21.34 loss:-0.02677 fps:1147 +frame:6.40e+05 wall_t:558 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:2.14 +2026-01-07 22:52:34 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:30.00 total_reward_ma:21.47 loss:-0.02504 fps:1146 +frame:6.50e+05 wall_t:567 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:2.003 +2026-01-07 22:52:44 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:30.50 total_reward_ma:21.61 loss:-0.02491 fps:1146 +frame:6.60e+05 wall_t:576 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:1.995 +2026-01-07 22:52:53 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:31.20 total_reward_ma:21.75 loss:-0.02388 fps:1143 +frame:6.70e+05 wall_t:586 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:1.922 +2026-01-07 22:53:02 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:30.30 total_reward_ma:21.88 loss:-0.02485 fps:1143 +frame:6.80e+05 wall_t:595 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:1.981 +2026-01-07 22:53:10 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:30.80 total_reward_ma:22.01 loss:-0.02261 fps:1146 +frame:6.90e+05 wall_t:602 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:2.017 +2026-01-07 22:53:17 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:30.80 total_reward_ma:22.13 loss:-0.02525 fps:1148 +frame:7.00e+05 wall_t:610 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:2.028 +2026-01-07 22:53:24 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:31.40 total_reward_ma:22.26 loss:-0.02393 fps:1151 +frame:7.10e+05 wall_t:617 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:2.056 +2026-01-07 22:53:31 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:32.10 total_reward_ma:22.40 loss:-0.0267 fps:1154 +frame:7.20e+05 wall_t:624 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:1.851 +2026-01-07 22:53:38 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:33.20 total_reward_ma:22.55 loss:-0.02733 fps:1157 +frame:7.30e+05 wall_t:631 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:1.962 +2026-01-07 22:53:45 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:33.20 total_reward_ma:22.69 loss:-0.02492 fps:1160 +frame:7.40e+05 wall_t:638 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:2.05 +2026-01-07 22:53:52 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:33.20 total_reward_ma:22.83 loss:-0.02349 fps:1163 +frame:7.50e+05 wall_t:645 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:1.956 +2026-01-07 22:53:59 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:34.30 total_reward_ma:22.98 loss:-0.02267 fps:1166 +frame:7.60e+05 wall_t:652 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:1.962 +2026-01-07 22:54:06 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:35.50 total_reward_ma:23.14 loss:-0.0222 fps:1170 +frame:7.70e+05 wall_t:658 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:1.974 +2026-01-07 22:54:12 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:35.80 total_reward_ma:23.31 loss:-0.01727 fps:1173 +frame:7.80e+05 wall_t:665 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:1.813 +2026-01-07 22:54:19 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:37.40 total_reward_ma:23.49 loss:-0.02424 fps:1176 +frame:7.90e+05 wall_t:672 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:1.969 +2026-01-07 22:54:26 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:37.70 total_reward_ma:23.66 loss:-0.02655 fps:1180 +frame:8.00e+05 wall_t:678 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:1.979 +2026-01-07 22:54:33 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:39.00 total_reward_ma:23.85 loss:-0.02476 fps:1182 +frame:8.10e+05 wall_t:685 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:2.023 +2026-01-07 22:54:40 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:39.00 total_reward_ma:24.04 loss:-0.02644 fps:1185 +frame:8.20e+05 wall_t:692 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:2.087 +2026-01-07 22:54:46 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:37.20 total_reward_ma:24.20 loss:-0.02656 fps:1187 +frame:8.30e+05 wall_t:699 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:2.107 +2026-01-07 22:54:53 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:36.00 total_reward_ma:24.34 loss:-0.02752 fps:1190 +frame:8.40e+05 wall_t:706 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:1.999 +2026-01-07 22:55:00 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:37.40 total_reward_ma:24.49 loss:-0.02643 fps:1192 +frame:8.50e+05 wall_t:713 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:2.208 +2026-01-07 22:55:06 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:37.70 total_reward_ma:24.64 loss:-0.02725 fps:1196 +frame:8.60e+05 wall_t:719 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:2.002 +2026-01-07 22:55:13 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:36.10 total_reward_ma:24.77 loss:-0.02483 fps:1198 +frame:8.70e+05 wall_t:726 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:1.957 +2026-01-07 22:55:20 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:36.40 total_reward_ma:24.91 loss:-0.02599 fps:1202 +frame:8.80e+05 wall_t:732 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:2.068 +2026-01-07 22:55:27 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:38.00 total_reward_ma:25.05 loss:-0.02875 fps:1203 +frame:8.90e+05 wall_t:740 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:2.188 +2026-01-07 22:55:35 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:37.90 total_reward_ma:25.20 loss:-0.02539 fps:1203 +frame:9.00e+05 wall_t:748 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:1.97 +2026-01-07 22:55:43 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:37.80 total_reward_ma:25.34 loss:-0.0271 fps:1204 +frame:9.10e+05 wall_t:756 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:2.15 +2026-01-07 22:55:51 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:38.70 total_reward_ma:25.48 loss:-0.0232 fps:1206 +frame:9.20e+05 wall_t:763 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:2.229 +2026-01-07 22:55:58 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:39.00 total_reward_ma:25.63 loss:-0.02955 fps:1208 +frame:9.30e+05 wall_t:770 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:2.076 +2026-01-07 22:56:04 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:39.70 total_reward_ma:25.78 loss:-0.0252 fps:1210 +frame:9.40e+05 wall_t:777 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:2.089 +2026-01-07 22:56:11 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:39.30 total_reward_ma:25.92 loss:-0.02707 fps:1213 +frame:9.50e+05 wall_t:783 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:2.088 +2026-01-07 22:56:18 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:38.30 total_reward_ma:26.05 loss:-0.02367 fps:1215 +frame:9.60e+05 wall_t:790 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:2.004 +2026-01-07 22:56:25 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:38.00 total_reward_ma:26.17 loss:-0.02954 fps:1217 +frame:9.70e+05 wall_t:797 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:2.124 +2026-01-07 22:56:31 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:38.70 total_reward_ma:26.30 loss:-0.03028 fps:1219 +frame:9.80e+05 wall_t:804 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:1.999 +2026-01-07 22:56:38 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:38.20 total_reward_ma:26.42 loss:-0.02494 fps:1221 +frame:9.90e+05 wall_t:811 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:2.183 +2026-01-07 22:56:46 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:38.60 total_reward_ma:26.54 loss:-0.0275 fps:1222 +frame:1.00e+06 wall_t:818 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:2.282 +2026-01-07 22:56:53 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:38.90 total_reward_ma:26.84 loss:-0.02566 fps:1224 +frame:1.01e+06 wall_t:825 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:2.194 +2026-01-07 22:57:00 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:39.00 total_reward_ma:27.08 loss:-0.02814 fps:1224 +frame:1.02e+06 wall_t:833 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:2.165 +2026-01-07 22:57:06 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:38.70 total_reward_ma:27.35 loss:-0.02834 fps:1228 +frame:1.03e+06 wall_t:839 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:2.177 +2026-01-07 22:57:14 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:38.90 total_reward_ma:27.60 loss:-0.02848 fps:1229 +frame:1.04e+06 wall_t:846 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:2.151 +2026-01-07 22:57:21 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:37.60 total_reward_ma:27.83 loss:-0.02359 fps:1231 +frame:1.05e+06 wall_t:853 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:2.233 +2026-01-07 22:57:29 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:37.30 total_reward_ma:28.06 loss:-0.03126 fps:1231 +frame:1.06e+06 wall_t:861 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:2.293 +2026-01-07 22:57:36 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:38.50 total_reward_ma:28.29 loss:-0.02692 fps:1231 +frame:1.07e+06 wall_t:869 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:2.26 +2026-01-07 22:57:44 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:39.80 total_reward_ma:28.54 loss:-0.02738 fps:1233 +frame:1.08e+06 wall_t:876 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:2.279 +2026-01-07 22:57:51 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:41.60 total_reward_ma:28.80 loss:-0.02499 fps:1233 +frame:1.09e+06 wall_t:884 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:2.166 +2026-01-07 22:57:59 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:45.70 total_reward_ma:29.10 loss:-0.02805 fps:1233 +frame:1.10e+06 wall_t:892 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:2.223 +2026-01-07 22:58:07 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:45.90 total_reward_ma:29.41 loss:-0.02974 fps:1235 +frame:1.11e+06 wall_t:899 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:2.256 +2026-01-07 22:58:14 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:45.50 total_reward_ma:29.70 loss:-0.028 fps:1235 +frame:1.12e+06 wall_t:907 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:2.14 +2026-01-07 22:58:22 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:44.80 total_reward_ma:29.99 loss:-0.02578 fps:1236 +frame:1.13e+06 wall_t:914 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:2.089 +2026-01-07 22:58:29 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:46.20 total_reward_ma:30.30 loss:-0.02212 fps:1238 +frame:1.14e+06 wall_t:921 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:2.049 +2026-01-07 22:58:36 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:45.30 total_reward_ma:30.59 loss:-0.02728 fps:1239 +frame:1.15e+06 wall_t:928 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:2.1 +2026-01-07 22:58:43 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:45.50 total_reward_ma:30.89 loss:-0.02689 fps:1239 +frame:1.16e+06 wall_t:936 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:2.092 +2026-01-07 22:58:50 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:45.70 total_reward_ma:31.18 loss:-0.02687 fps:1241 +frame:1.17e+06 wall_t:943 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:2.107 +2026-01-07 22:58:58 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:47.00 total_reward_ma:31.48 loss:-0.02524 fps:1241 +frame:1.18e+06 wall_t:951 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:1.959 +2026-01-07 22:59:06 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:47.90 total_reward_ma:31.78 loss:-0.02269 fps:1242 +frame:1.19e+06 wall_t:958 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:1.986 +2026-01-07 22:59:12 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:47.10 total_reward_ma:32.08 loss:-0.02619 fps:1244 +frame:1.20e+06 wall_t:965 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:2.062 +2026-01-07 22:59:19 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:47.10 total_reward_ma:32.38 loss:-0.02644 fps:1245 +frame:1.21e+06 wall_t:972 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:1.996 +2026-01-07 22:59:26 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:46.60 total_reward_ma:32.66 loss:-0.02423 fps:1246 +frame:1.22e+06 wall_t:979 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:1.984 +2026-01-07 22:59:33 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:49.00 total_reward_ma:32.97 loss:-0.02506 fps:1249 +frame:1.23e+06 wall_t:985 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:2.026 +2026-01-07 22:59:39 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:50.50 total_reward_ma:33.29 loss:-0.02253 fps:1250 +frame:1.24e+06 wall_t:992 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:1.878 +2026-01-07 22:59:46 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:50.10 total_reward_ma:33.60 loss:-0.02743 fps:1251 +frame:1.25e+06 wall_t:999 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:1.94 +2026-01-07 22:59:53 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:51.20 total_reward_ma:33.92 loss:-0.02435 fps:1252 +frame:1.26e+06 wall_t:1006 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:2.166 +2026-01-07 23:00:01 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:51.00 total_reward_ma:34.24 loss:-0.02524 fps:1254 +frame:1.27e+06 wall_t:1013 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:1.99 +2026-01-07 23:00:08 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:54.10 total_reward_ma:34.59 loss:-0.0279 fps:1254 +frame:1.28e+06 wall_t:1021 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:2.145 +2026-01-07 23:00:15 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:51.50 total_reward_ma:34.92 loss:-0.0288 fps:1255 +frame:1.29e+06 wall_t:1028 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:2.168 +2026-01-07 23:00:22 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:51.70 total_reward_ma:35.25 loss:-0.02479 fps:1256 +frame:1.30e+06 wall_t:1035 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:2.108 +2026-01-07 23:00:30 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:51.90 total_reward_ma:35.58 loss:-0.02232 fps:1256 +frame:1.31e+06 wall_t:1043 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:2.132 +2026-01-07 23:00:38 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:53.10 total_reward_ma:35.91 loss:-0.02192 fps:1257 +frame:1.32e+06 wall_t:1050 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:2.006 +2026-01-07 23:00:46 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:54.50 total_reward_ma:36.24 loss:-0.0254 fps:1257 +frame:1.33e+06 wall_t:1058 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:2.085 +2026-01-07 23:00:53 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:52.50 total_reward_ma:36.54 loss:-0.02131 fps:1257 +frame:1.34e+06 wall_t:1066 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:1.951 +2026-01-07 23:01:00 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:54.60 total_reward_ma:36.88 loss:-0.02553 fps:1258 +frame:1.35e+06 wall_t:1073 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:1.971 +2026-01-07 23:01:07 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:56.50 total_reward_ma:37.23 loss:-0.02608 fps:1260 +frame:1.36e+06 wall_t:1079 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:1.991 +2026-01-07 23:01:13 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:57.40 total_reward_ma:37.59 loss:-0.02479 fps:1262 +frame:1.37e+06 wall_t:1086 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:1.942 +2026-01-07 23:01:20 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:57.60 total_reward_ma:37.95 loss:-0.02286 fps:1263 +frame:1.38e+06 wall_t:1093 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:1.848 +2026-01-07 23:01:27 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:56.70 total_reward_ma:38.29 loss:-0.0213 fps:1264 +frame:1.39e+06 wall_t:1100 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:1.864 +2026-01-07 23:01:34 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:58.60 total_reward_ma:38.65 loss:-0.02644 fps:1265 +frame:1.40e+06 wall_t:1107 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:1.939 +2026-01-07 23:01:42 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:58.00 total_reward_ma:39.00 loss:-0.02421 fps:1266 +frame:1.41e+06 wall_t:1114 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:1.881 +2026-01-07 23:01:49 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:57.60 total_reward_ma:39.33 loss:-0.02736 fps:1267 +frame:1.42e+06 wall_t:1121 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:2.122 +2026-01-07 23:01:56 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:57.30 total_reward_ma:39.65 loss:-0.02542 fps:1267 +frame:1.43e+06 wall_t:1129 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:2.012 +2026-01-07 23:02:04 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:59.50 total_reward_ma:40.00 loss:-0.02798 fps:1266 +frame:1.44e+06 wall_t:1137 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:2.032 +2026-01-07 23:02:11 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:59.00 total_reward_ma:40.33 loss:-0.02274 fps:1267 +frame:1.45e+06 wall_t:1144 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:1.846 +2026-01-07 23:02:17 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:61.00 total_reward_ma:40.68 loss:-0.02385 fps:1270 +frame:1.46e+06 wall_t:1150 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:1.852 +2026-01-07 23:02:25 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:60.90 total_reward_ma:41.01 loss:-0.0171 fps:1271 +frame:1.47e+06 wall_t:1157 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:1.814 +2026-01-07 23:02:32 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:62.40 total_reward_ma:41.35 loss:-0.02175 fps:1270 +frame:1.48e+06 wall_t:1165 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:1.796 +2026-01-07 23:02:40 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:61.30 total_reward_ma:41.68 loss:-0.02339 fps:1271 +frame:1.49e+06 wall_t:1172 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:1.916 +2026-01-07 23:02:48 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:60.50 total_reward_ma:42.01 loss:-0.01983 fps:1271 +frame:1.50e+06 wall_t:1180 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:1.692 +2026-01-07 23:02:55 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:60.40 total_reward_ma:42.35 loss:-0.02122 fps:1271 +frame:1.51e+06 wall_t:1188 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:1.827 +2026-01-07 23:03:02 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:58.70 total_reward_ma:42.66 loss:-0.02323 fps:1272 +frame:1.52e+06 wall_t:1195 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:1.759 +2026-01-07 23:03:09 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:58.00 total_reward_ma:42.97 loss:-0.02041 fps:1273 +frame:1.53e+06 wall_t:1202 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:1.839 +2026-01-07 23:03:15 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:56.80 total_reward_ma:43.26 loss:-0.02402 fps:1275 +frame:1.54e+06 wall_t:1208 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:1.773 +2026-01-07 23:03:23 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:59.60 total_reward_ma:43.58 loss:-0.02282 fps:1275 +frame:1.55e+06 wall_t:1216 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:1.76 +2026-01-07 23:03:31 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:61.00 total_reward_ma:43.90 loss:-0.01966 fps:1276 +frame:1.56e+06 wall_t:1223 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:1.75 +2026-01-07 23:03:38 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:60.70 total_reward_ma:44.21 loss:-0.02267 fps:1275 +frame:1.57e+06 wall_t:1231 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:1.913 +2026-01-07 23:03:46 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:62.40 total_reward_ma:44.53 loss:-0.01944 fps:1275 +frame:1.58e+06 wall_t:1239 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:1.702 +2026-01-07 23:03:53 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:66.30 total_reward_ma:44.88 loss:-0.01526 fps:1276 +frame:1.59e+06 wall_t:1246 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:1.626 +2026-01-07 23:04:00 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:67.40 total_reward_ma:45.26 loss:-0.01723 fps:1277 +frame:1.60e+06 wall_t:1253 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:1.697 +2026-01-07 23:04:08 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:67.80 total_reward_ma:45.64 loss:-0.01537 fps:1278 +frame:1.61e+06 wall_t:1260 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:1.635 +2026-01-07 23:04:16 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:69.10 total_reward_ma:46.05 loss:-0.01706 fps:1277 +frame:1.62e+06 wall_t:1269 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:1.742 +2026-01-07 23:04:23 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:71.30 total_reward_ma:46.47 loss:-0.01902 fps:1277 +frame:1.63e+06 wall_t:1276 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:1.698 +2026-01-07 23:04:30 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:70.40 total_reward_ma:46.89 loss:-0.01942 fps:1278 +frame:1.64e+06 wall_t:1283 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:1.804 +2026-01-07 23:04:37 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:70.00 total_reward_ma:47.29 loss:-0.01349 fps:1279 +frame:1.65e+06 wall_t:1290 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:1.681 +2026-01-07 23:04:44 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:73.00 total_reward_ma:47.71 loss:-0.01969 fps:1280 +frame:1.66e+06 wall_t:1297 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:1.782 +2026-01-07 23:04:51 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:74.90 total_reward_ma:48.15 loss:-0.01475 fps:1281 +frame:1.67e+06 wall_t:1304 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:1.85 +2026-01-07 23:04:58 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:74.30 total_reward_ma:48.59 loss:-0.01713 fps:1281 +frame:1.68e+06 wall_t:1311 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:1.59 +2026-01-07 23:05:05 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:73.50 total_reward_ma:49.02 loss:-0.01712 fps:1282 +frame:1.69e+06 wall_t:1318 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:1.598 +2026-01-07 23:05:13 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:75.40 total_reward_ma:49.46 loss:-0.02014 fps:1283 +frame:1.70e+06 wall_t:1325 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:1.7 +2026-01-07 23:05:20 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:74.30 total_reward_ma:49.89 loss:-0.01538 fps:1284 +frame:1.71e+06 wall_t:1332 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:1.61 +2026-01-07 23:05:27 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:70.30 total_reward_ma:50.27 loss:-0.01626 fps:1284 +frame:1.72e+06 wall_t:1340 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:1.571 +2026-01-07 23:05:34 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:70.40 total_reward_ma:50.65 loss:-0.01368 fps:1284 +frame:1.73e+06 wall_t:1347 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:1.52 +2026-01-07 23:05:42 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:72.00 total_reward_ma:51.03 loss:-0.01625 fps:1284 +frame:1.74e+06 wall_t:1355 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:1.619 +2026-01-07 23:05:50 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:75.20 total_reward_ma:51.46 loss:-0.01426 fps:1284 +frame:1.75e+06 wall_t:1363 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:1.461 +2026-01-07 23:05:57 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:79.20 total_reward_ma:51.90 loss:-0.01345 fps:1285 +frame:1.76e+06 wall_t:1370 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:1.647 +2026-01-07 23:06:04 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:83.10 total_reward_ma:52.38 loss:-0.01429 fps:1285 +frame:1.77e+06 wall_t:1377 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:1.52 +2026-01-07 23:06:11 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:84.40 total_reward_ma:52.87 loss:-0.01389 fps:1286 +frame:1.78e+06 wall_t:1384 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:1.45 +2026-01-07 23:06:19 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:87.40 total_reward_ma:53.37 loss:-0.01749 fps:1287 +frame:1.79e+06 wall_t:1391 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:1.662 +2026-01-07 23:06:25 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:84.90 total_reward_ma:53.84 loss:-0.01545 fps:1288 +frame:1.80e+06 wall_t:1398 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:1.599 +2026-01-07 23:06:32 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:84.80 total_reward_ma:54.30 loss:-0.01571 fps:1288 +frame:1.81e+06 wall_t:1405 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:1.635 +2026-01-07 23:06:39 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:83.60 total_reward_ma:54.74 loss:-0.01846 fps:1289 +frame:1.82e+06 wall_t:1412 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:1.63 +2026-01-07 23:06:46 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:81.40 total_reward_ma:55.18 loss:-0.01651 fps:1290 +frame:1.83e+06 wall_t:1419 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:1.577 +2026-01-07 23:06:53 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:80.70 total_reward_ma:55.63 loss:-0.0156 fps:1290 +frame:1.84e+06 wall_t:1426 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:1.731 +2026-01-07 23:07:00 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:80.70 total_reward_ma:56.06 loss:-0.02021 fps:1291 +frame:1.85e+06 wall_t:1433 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:1.787 +2026-01-07 23:07:08 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:81.60 total_reward_ma:56.50 loss:-0.02044 fps:1291 +frame:1.86e+06 wall_t:1441 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:1.712 +2026-01-07 23:07:15 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:79.50 total_reward_ma:56.94 loss:-0.0155 fps:1292 +frame:1.87e+06 wall_t:1447 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:1.644 +2026-01-07 23:07:21 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:80.00 total_reward_ma:57.37 loss:-0.0178 fps:1293 +frame:1.88e+06 wall_t:1454 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:1.603 +2026-01-07 23:07:29 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:80.80 total_reward_ma:57.80 loss:-0.01621 fps:1293 +frame:1.89e+06 wall_t:1462 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:1.668 +2026-01-07 23:07:37 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:81.50 total_reward_ma:58.24 loss:-0.01446 fps:1293 +frame:1.90e+06 wall_t:1470 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:1.514 +2026-01-07 23:07:45 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:82.50 total_reward_ma:58.68 loss:-0.01839 fps:1293 +frame:1.91e+06 wall_t:1477 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:1.58 +2026-01-07 23:07:52 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:86.80 total_reward_ma:59.17 loss:-0.01691 fps:1294 +frame:1.92e+06 wall_t:1484 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:1.3 +2026-01-07 23:07:58 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:87.00 total_reward_ma:59.64 loss:-0.01739 fps:1294 +frame:1.93e+06 wall_t:1491 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:1.556 +2026-01-07 23:08:05 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:87.00 total_reward_ma:60.12 loss:-0.01523 fps:1295 +frame:1.94e+06 wall_t:1498 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:1.38 +2026-01-07 23:08:13 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:87.20 total_reward_ma:60.60 loss:-0.01331 fps:1296 +frame:1.95e+06 wall_t:1505 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:1.466 +2026-01-07 23:08:20 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:86.10 total_reward_ma:61.08 loss:-0.01291 fps:1296 +frame:1.96e+06 wall_t:1512 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:1.617 +2026-01-07 23:08:26 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:86.20 total_reward_ma:61.56 loss:-0.01488 fps:1298 +frame:1.97e+06 wall_t:1518 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:1.641 +2026-01-07 23:08:32 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:83.60 total_reward_ma:62.01 loss:-0.01524 fps:1298 +frame:1.98e+06 wall_t:1525 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:1.58 +2026-01-07 23:08:39 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:85.60 total_reward_ma:62.48 loss:-0.01514 fps:1299 +frame:1.99e+06 wall_t:1532 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:1.409 +2026-01-07 23:08:46 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:86.00 total_reward_ma:62.95 loss:-0.01681 fps:1300 +frame:2.00e+06 wall_t:1539 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:1.638 +2026-01-07 23:08:54 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:85.10 total_reward_ma:63.42 loss:-0.01582 fps:1300 +frame:2.01e+06 wall_t:1546 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:1.536 +2026-01-07 23:09:01 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:84.50 total_reward_ma:63.87 loss:-0.0198 fps:1301 +frame:2.02e+06 wall_t:1553 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:1.491 +2026-01-07 23:09:08 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:83.90 total_reward_ma:64.32 loss:-0.01874 fps:1301 +frame:2.03e+06 wall_t:1560 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:1.701 +2026-01-07 23:09:15 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:84.00 total_reward_ma:64.77 loss:-0.01775 fps:1302 +frame:2.04e+06 wall_t:1567 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:1.718 +2026-01-07 23:09:21 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:82.70 total_reward_ma:65.22 loss:-0.01727 fps:1302 +frame:2.05e+06 wall_t:1574 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:1.615 +2026-01-07 23:09:29 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:81.40 total_reward_ma:65.67 loss:-0.0195 fps:1302 +frame:2.06e+06 wall_t:1582 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:1.768 +2026-01-07 23:09:37 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:80.90 total_reward_ma:66.09 loss:-0.01413 fps:1303 +frame:2.07e+06 wall_t:1589 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:1.674 +2026-01-07 23:09:43 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:81.10 total_reward_ma:66.50 loss:-0.01606 fps:1303 +frame:2.08e+06 wall_t:1596 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:1.753 +2026-01-07 23:09:51 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:83.20 total_reward_ma:66.92 loss:-0.01487 fps:1304 +frame:2.09e+06 wall_t:1603 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:1.528 +2026-01-07 23:09:59 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:84.10 total_reward_ma:67.30 loss:-0.01275 fps:1304 +frame:2.10e+06 wall_t:1611 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:1.499 +2026-01-07 23:10:06 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:85.50 total_reward_ma:67.70 loss:-0.01317 fps:1303 +frame:2.11e+06 wall_t:1619 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:1.385 +2026-01-07 23:10:14 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:86.10 total_reward_ma:68.11 loss:-0.013 fps:1303 +frame:2.12e+06 wall_t:1627 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:1.481 +2026-01-07 23:10:21 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:88.70 total_reward_ma:68.54 loss:-0.01725 fps:1304 +frame:2.13e+06 wall_t:1633 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:1.616 +2026-01-07 23:10:27 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:89.20 total_reward_ma:68.97 loss:-0.01317 fps:1305 +frame:2.14e+06 wall_t:1640 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:1.618 +2026-01-07 23:10:35 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:86.40 total_reward_ma:69.39 loss:-0.01499 fps:1305 +frame:2.15e+06 wall_t:1647 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:1.605 +2026-01-07 23:10:42 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:85.70 total_reward_ma:69.79 loss:-0.0168 fps:1305 +frame:2.16e+06 wall_t:1655 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:1.531 +2026-01-07 23:10:49 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:84.10 total_reward_ma:70.17 loss:-0.01887 fps:1306 +frame:2.17e+06 wall_t:1662 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:1.659 +2026-01-07 23:10:56 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:84.00 total_reward_ma:70.54 loss:-0.01925 fps:1306 +frame:2.18e+06 wall_t:1669 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:1.406 +2026-01-07 23:11:04 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:85.20 total_reward_ma:70.91 loss:-0.01359 fps:1306 +frame:2.19e+06 wall_t:1677 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:1.467 +2026-01-07 23:11:12 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:85.70 total_reward_ma:71.30 loss:-0.01798 fps:1306 +frame:2.20e+06 wall_t:1685 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:1.627 +2026-01-07 23:11:19 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:87.60 total_reward_ma:71.71 loss:-0.01747 fps:1306 +frame:2.21e+06 wall_t:1692 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:1.546 +2026-01-07 23:11:26 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:90.50 total_reward_ma:72.14 loss:-0.01392 fps:1307 +frame:2.22e+06 wall_t:1698 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:1.427 +2026-01-07 23:11:33 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:93.10 total_reward_ma:72.58 loss:-0.01797 fps:1308 +frame:2.23e+06 wall_t:1705 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:1.368 +2026-01-07 23:11:40 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:94.50 total_reward_ma:73.03 loss:-0.01622 fps:1308 +frame:2.24e+06 wall_t:1713 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:1.348 +2026-01-07 23:11:48 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:93.70 total_reward_ma:73.46 loss:-0.0143 fps:1308 +frame:2.25e+06 wall_t:1720 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:1.461 +2026-01-07 23:11:54 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:95.40 total_reward_ma:73.90 loss:-0.01071 fps:1309 +frame:2.26e+06 wall_t:1727 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:1.033 +2026-01-07 23:12:01 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:102.00 total_reward_ma:74.41 loss:-0.008275 fps:1309 +frame:2.27e+06 wall_t:1734 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:1.015 +2026-01-07 23:12:09 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:110.70 total_reward_ma:74.98 loss:-0.01286 fps:1310 +frame:2.28e+06 wall_t:1741 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:1.415 +2026-01-07 23:12:15 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:115.90 total_reward_ma:75.62 loss:-0.005572 fps:1310 +frame:2.29e+06 wall_t:1748 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:1.084 +2026-01-07 23:12:23 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:124.70 total_reward_ma:76.35 loss:-0.004591 fps:1311 +frame:2.30e+06 wall_t:1755 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:0.8453 +2026-01-07 23:12:29 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:138.60 total_reward_ma:77.22 loss:-0.01052 fps:1311 +frame:2.31e+06 wall_t:1762 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:1.412 +2026-01-07 23:12:37 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:148.00 total_reward_ma:78.17 loss:-0.007317 fps:1311 +frame:2.32e+06 wall_t:1770 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:0.8809 +2026-01-07 23:12:45 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:161.40 total_reward_ma:79.24 loss:-0.01028 fps:1311 +frame:2.33e+06 wall_t:1777 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:1.24 +2026-01-07 23:12:52 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:175.30 total_reward_ma:80.47 loss:-0.008505 fps:1311 +frame:2.34e+06 wall_t:1785 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:0.9068 +2026-01-07 23:12:59 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:185.30 total_reward_ma:81.77 loss:-0.005523 fps:1311 +frame:2.35e+06 wall_t:1792 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:0.7836 +2026-01-07 23:13:06 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:206.70 total_reward_ma:83.28 loss:0.004658 fps:1312 +frame:2.36e+06 wall_t:1799 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:0.6328 +2026-01-07 23:13:14 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:217.30 total_reward_ma:84.87 loss:-0.003337 fps:1312 +frame:2.37e+06 wall_t:1806 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:0.453 +2026-01-07 23:13:21 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:235.60 total_reward_ma:86.65 loss:0.0004684 fps:1313 +frame:2.38e+06 wall_t:1813 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:0.5483 +2026-01-07 23:13:27 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:262.00 total_reward_ma:88.71 loss:-0.005393 fps:1313 +frame:2.39e+06 wall_t:1820 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:0.8214 +2026-01-07 23:13:34 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:281.40 total_reward_ma:90.93 loss:0.0003676 fps:1314 +frame:2.40e+06 wall_t:1827 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:0.3886 +2026-01-07 23:13:42 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:317.00 total_reward_ma:93.53 loss:0.003228 fps:1314 +frame:2.41e+06 wall_t:1834 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:0.4137 +2026-01-07 23:13:49 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:320.80 total_reward_ma:96.16 loss:0.001813 fps:1314 +frame:2.42e+06 wall_t:1842 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:0.3141 +2026-01-07 23:13:56 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:342.40 total_reward_ma:99.01 loss:0.01034 fps:1314 +frame:2.43e+06 wall_t:1849 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:0.4872 +2026-01-07 23:14:03 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:382.50 total_reward_ma:102.24 loss:0.001665 fps:1315 +frame:2.44e+06 wall_t:1856 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:0.3919 +2026-01-07 23:14:10 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:402.50 total_reward_ma:105.67 loss:0.000286 fps:1315 +frame:2.45e+06 wall_t:1863 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:0.5254 +2026-01-07 23:14:16 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:433.90 total_reward_ma:109.40 loss:0.01109 fps:1316 +frame:2.46e+06 wall_t:1869 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:0.4402 +2026-01-07 23:14:24 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:461.20 total_reward_ma:113.41 loss:0.0001801 fps:1317 +frame:2.47e+06 wall_t:1876 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:0.4313 +2026-01-07 23:14:30 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:487.90 total_reward_ma:117.66 loss:0.00394 fps:1317 +frame:2.48e+06 wall_t:1883 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:0.4087 +2026-01-07 23:14:37 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:516.50 total_reward_ma:122.21 loss:0.003192 fps:1317 +frame:2.49e+06 wall_t:1890 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:0.2509 +2026-01-07 23:14:44 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:535.50 total_reward_ma:126.96 loss:0.0093 fps:1319 +frame:2.50e+06 wall_t:1896 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:0.3289 +2026-01-07 23:14:51 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:574.50 total_reward_ma:132.10 loss:0.006113 fps:1318 +frame:2.51e+06 wall_t:1904 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:0.6373 +2026-01-07 23:14:58 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:589.00 total_reward_ma:137.41 loss:0.0124 fps:1319 +frame:2.52e+06 wall_t:1911 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:0.7029 +2026-01-07 23:15:06 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:612.60 total_reward_ma:142.95 loss:0.005537 fps:1319 +frame:2.53e+06 wall_t:1918 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:0.5478 +2026-01-07 23:15:12 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:619.00 total_reward_ma:148.57 loss:-0.0006083 fps:1319 +frame:2.54e+06 wall_t:1925 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:0.4311 +2026-01-07 23:15:19 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:634.10 total_reward_ma:154.32 loss:0.006373 fps:1320 +frame:2.55e+06 wall_t:1932 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:0.3918 +2026-01-07 23:15:26 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:654.80 total_reward_ma:160.26 loss:0.006842 fps:1320 +frame:2.56e+06 wall_t:1939 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:0.3134 +2026-01-07 23:15:33 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:665.10 total_reward_ma:166.30 loss:0.0006741 fps:1321 +frame:2.57e+06 wall_t:1945 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:0.2866 +2026-01-07 23:15:40 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:683.10 total_reward_ma:172.51 loss:0.01709 fps:1322 +frame:2.58e+06 wall_t:1952 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:0.4837 +2026-01-07 23:15:46 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:699.70 total_reward_ma:178.84 loss:0.004289 fps:1322 +frame:2.59e+06 wall_t:1959 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:0.4311 +2026-01-07 23:15:53 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:710.20 total_reward_ma:185.27 loss:0.003746 fps:1322 +frame:2.60e+06 wall_t:1966 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:0.4152 +2026-01-07 23:16:01 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:723.10 total_reward_ma:191.82 loss:0.005461 fps:1323 +frame:2.61e+06 wall_t:1973 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:0.4294 +2026-01-07 23:16:08 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:723.80 total_reward_ma:198.37 loss:0.006352 fps:1323 +frame:2.62e+06 wall_t:1980 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:0.3432 +2026-01-07 23:16:15 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:729.10 total_reward_ma:204.95 loss:0.0001772 fps:1323 +frame:2.63e+06 wall_t:1988 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:0.4344 +2026-01-07 23:16:22 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:731.40 total_reward_ma:211.56 loss:-0.0004372 fps:1324 +frame:2.64e+06 wall_t:1994 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:0.5733 +2026-01-07 23:16:28 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:737.70 total_reward_ma:218.24 loss:0.003984 fps:1325 +frame:2.65e+06 wall_t:2000 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:0.4752 +2026-01-07 23:16:35 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:743.10 total_reward_ma:224.94 loss:0.008151 fps:1325 +frame:2.66e+06 wall_t:2007 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:0.5422 +2026-01-07 23:16:41 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:745.30 total_reward_ma:231.64 loss:-0.001563 fps:1326 +frame:2.67e+06 wall_t:2014 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:0.3735 +2026-01-07 23:16:48 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:750.40 total_reward_ma:238.40 loss:0.005327 fps:1327 +frame:2.68e+06 wall_t:2020 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:0.4713 +2026-01-07 23:16:55 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:748.20 total_reward_ma:245.15 loss:-0.003498 fps:1327 +frame:2.69e+06 wall_t:2027 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:0.4276 +2026-01-07 23:17:01 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:747.80 total_reward_ma:251.87 loss:0.006244 fps:1327 +frame:2.70e+06 wall_t:2034 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:0.5845 +2026-01-07 23:17:08 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:754.00 total_reward_ma:258.67 loss:0.00186 fps:1328 +frame:2.71e+06 wall_t:2040 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:0.584 +2026-01-07 23:17:14 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:756.70 total_reward_ma:265.53 loss:0.004012 fps:1329 +frame:2.72e+06 wall_t:2047 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:0.4415 +2026-01-07 23:17:21 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:762.70 total_reward_ma:272.46 loss:-0.001259 fps:1330 +frame:2.73e+06 wall_t:2053 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:0.5172 +2026-01-07 23:17:27 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:766.00 total_reward_ma:279.40 loss:0.007659 fps:1331 +frame:2.74e+06 wall_t:2059 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:0.5043 +2026-01-07 23:17:33 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:768.50 total_reward_ma:286.33 loss:0.005451 fps:1331 +frame:2.75e+06 wall_t:2066 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:0.4965 +2026-01-07 23:17:40 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:770.80 total_reward_ma:293.24 loss:0.002458 fps:1332 +frame:2.76e+06 wall_t:2072 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:0.5425 +2026-01-07 23:17:46 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:767.70 total_reward_ma:300.09 loss:0.006228 fps:1332 +frame:2.77e+06 wall_t:2079 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:0.6131 +2026-01-07 23:17:54 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:769.40 total_reward_ma:306.94 loss:-0.000601 fps:1333 +frame:2.78e+06 wall_t:2086 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:0.452 +2026-01-07 23:18:02 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:764.90 total_reward_ma:313.72 loss:-0.00407 fps:1332 +frame:2.79e+06 wall_t:2094 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:0.7909 +2026-01-07 23:18:09 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:760.00 total_reward_ma:320.47 loss:-0.0005852 fps:1333 +frame:2.80e+06 wall_t:2101 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:0.4362 +2026-01-07 23:18:16 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:764.10 total_reward_ma:327.26 loss:0.008464 fps:1333 +frame:2.81e+06 wall_t:2108 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:0.4555 +2026-01-07 23:18:22 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:762.40 total_reward_ma:334.05 loss:0.003476 fps:1333 +frame:2.82e+06 wall_t:2115 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:0.7149 +2026-01-07 23:18:30 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:760.30 total_reward_ma:340.84 loss:0.01154 fps:1334 +frame:2.83e+06 wall_t:2122 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:0.6618 +2026-01-07 23:18:37 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:761.40 total_reward_ma:347.64 loss:0.006417 fps:1334 +frame:2.84e+06 wall_t:2129 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:0.572 +2026-01-07 23:18:43 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:759.30 total_reward_ma:354.43 loss:0.004156 fps:1334 +frame:2.85e+06 wall_t:2136 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:0.626 +2026-01-07 23:18:51 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:767.20 total_reward_ma:361.29 loss:0.01921 fps:1334 +frame:2.86e+06 wall_t:2144 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:0.6418 +2026-01-07 23:18:59 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:769.70 total_reward_ma:368.19 loss:0.007246 fps:1334 +frame:2.87e+06 wall_t:2152 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:0.541 +2026-01-07 23:19:07 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:771.80 total_reward_ma:375.11 loss:0.008714 fps:1334 +frame:2.88e+06 wall_t:2159 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:0.8979 +2026-01-07 23:19:14 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:778.50 total_reward_ma:382.08 loss:-0.0005231 fps:1334 +frame:2.89e+06 wall_t:2167 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:0.6348 +2026-01-07 23:19:22 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:780.30 total_reward_ma:389.07 loss:0.005874 fps:1333 +frame:2.90e+06 wall_t:2175 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:0.8557 +2026-01-07 23:19:29 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:785.30 total_reward_ma:396.10 loss:0.002934 fps:1334 +frame:2.91e+06 wall_t:2182 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:0.9699 +2026-01-07 23:19:36 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:789.30 total_reward_ma:403.12 loss:-0.002835 fps:1335 +frame:2.92e+06 wall_t:2188 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:0.779 +2026-01-07 23:19:43 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:791.50 total_reward_ma:410.17 loss:-0.005364 fps:1334 +frame:2.93e+06 wall_t:2196 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:0.7512 +2026-01-07 23:19:50 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:796.80 total_reward_ma:417.27 loss:0.005588 fps:1335 +frame:2.94e+06 wall_t:2203 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:0.6929 +2026-01-07 23:19:58 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:797.90 total_reward_ma:424.37 loss:0.002288 fps:1335 +frame:2.95e+06 wall_t:2210 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:0.6952 +2026-01-07 23:20:05 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:811.50 total_reward_ma:431.63 loss:0.009591 fps:1335 +frame:2.96e+06 wall_t:2217 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:0.7275 +2026-01-07 23:20:12 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:816.90 total_reward_ma:438.93 loss:0.007308 fps:1335 +frame:2.97e+06 wall_t:2224 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:0.7117 +2026-01-07 23:20:18 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:828.70 total_reward_ma:446.39 loss:0.006304 fps:1336 +frame:2.98e+06 wall_t:2231 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:0.7891 +2026-01-07 23:20:24 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:842.90 total_reward_ma:453.96 loss:0.01978 fps:1337 +frame:2.99e+06 wall_t:2237 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:0.8792 +2026-01-07 23:20:31 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:849.20 total_reward_ma:461.59 loss:0.003498 fps:1337 +frame:3.00e+06 wall_t:2244 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:0.7205 +2026-01-07 23:20:38 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:856.60 total_reward_ma:469.31 loss:0.0007148 fps:1338 +frame:3.01e+06 wall_t:2250 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:0.7641 +2026-01-07 23:20:44 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:860.30 total_reward_ma:477.06 loss:-0.007904 fps:1338 +frame:3.02e+06 wall_t:2257 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:0.7393 +2026-01-07 23:20:51 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:876.50 total_reward_ma:484.99 loss:0.007833 fps:1339 +frame:3.03e+06 wall_t:2263 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:0.8167 +2026-01-07 23:20:58 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:888.40 total_reward_ma:493.03 loss:0.009978 fps:1339 +frame:3.04e+06 wall_t:2270 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:0.8442 +2026-01-07 23:21:04 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:892.20 total_reward_ma:501.13 loss:-0.0009746 fps:1339 +frame:3.05e+06 wall_t:2277 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:0.7528 +2026-01-07 23:21:12 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:900.00 total_reward_ma:509.31 loss:0.002815 fps:1340 +frame:3.06e+06 wall_t:2284 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:0.751 +2026-01-07 23:21:18 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:913.70 total_reward_ma:517.64 loss:0.00704 fps:1340 +frame:3.07e+06 wall_t:2291 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:0.8051 +2026-01-07 23:21:25 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:918.90 total_reward_ma:526.02 loss:0.002436 fps:1340 +frame:3.08e+06 wall_t:2298 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:0.9295 +2026-01-07 23:21:32 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:929.40 total_reward_ma:534.48 loss:-0.001761 fps:1341 +frame:3.09e+06 wall_t:2305 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:0.7926 +2026-01-07 23:21:39 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:938.00 total_reward_ma:543.02 loss:0.001718 fps:1341 +frame:3.10e+06 wall_t:2311 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:0.8102 +2026-01-07 23:21:45 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:943.10 total_reward_ma:551.60 loss:-0.006054 fps:1342 +frame:3.11e+06 wall_t:2318 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:0.8672 +2026-01-07 23:21:53 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:956.30 total_reward_ma:560.30 loss:0.005942 fps:1341 +frame:3.12e+06 wall_t:2326 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:0.8715 +2026-01-07 23:22:01 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:965.40 total_reward_ma:569.07 loss:-0.003262 fps:1341 +frame:3.13e+06 wall_t:2334 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:0.8742 +2026-01-07 23:22:09 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:972.50 total_reward_ma:577.90 loss:0.00263 fps:1341 +frame:3.14e+06 wall_t:2342 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:0.9455 +2026-01-07 23:22:17 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:973.40 total_reward_ma:586.77 loss:0.007214 fps:1341 +frame:3.15e+06 wall_t:2349 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:0.8358 +2026-01-07 23:22:24 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:978.70 total_reward_ma:595.70 loss:0.0007632 fps:1341 +frame:3.16e+06 wall_t:2357 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:0.8041 +2026-01-07 23:22:32 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:987.50 total_reward_ma:604.73 loss:-0.0006576 fps:1341 +frame:3.17e+06 wall_t:2364 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:0.8703 +2026-01-07 23:22:39 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:990.00 total_reward_ma:613.79 loss:-0.001146 fps:1341 +frame:3.18e+06 wall_t:2371 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:0.9273 +2026-01-07 23:22:46 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:992.90 total_reward_ma:622.87 loss:0.009473 fps:1341 +frame:3.19e+06 wall_t:2379 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:0.9824 +2026-01-07 23:22:53 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1002.50 total_reward_ma:632.04 loss:0.004272 fps:1342 +frame:3.20e+06 wall_t:2385 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:0.9519 +2026-01-07 23:23:00 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1007.10 total_reward_ma:641.23 loss:0.002956 fps:1342 +frame:3.21e+06 wall_t:2392 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:0.8844 +2026-01-07 23:23:07 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1007.50 total_reward_ma:650.40 loss:0.01828 fps:1342 +frame:3.22e+06 wall_t:2400 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:1.065 +2026-01-07 23:23:15 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1004.90 total_reward_ma:659.52 loss:-0.00168 fps:1342 +frame:3.23e+06 wall_t:2407 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:0.9217 +2026-01-07 23:23:21 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1007.10 total_reward_ma:668.65 loss:-0.004187 fps:1342 +frame:3.24e+06 wall_t:2414 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:0.9957 +2026-01-07 23:23:27 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1013.80 total_reward_ma:677.85 loss:0.009667 fps:1343 +frame:3.25e+06 wall_t:2420 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:1.043 +2026-01-07 23:23:34 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1014.10 total_reward_ma:687.04 loss:0.001893 fps:1343 +frame:3.26e+06 wall_t:2427 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:0.915 +2026-01-07 23:23:41 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1011.70 total_reward_ma:696.13 loss:-0.0006704 fps:1343 +frame:3.27e+06 wall_t:2434 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:0.9641 +2026-01-07 23:23:48 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1005.40 total_reward_ma:705.08 loss:0.006523 fps:1344 +frame:3.28e+06 wall_t:2441 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:0.9809 +2026-01-07 23:23:55 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1006.50 total_reward_ma:713.99 loss:-0.005405 fps:1345 +frame:3.29e+06 wall_t:2447 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:0.9809 +2026-01-07 23:24:02 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1006.60 total_reward_ma:722.80 loss:0.003166 fps:1344 +frame:3.30e+06 wall_t:2455 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:0.9693 +2026-01-07 23:24:09 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1001.10 total_reward_ma:731.43 loss:-0.005566 fps:1344 +frame:3.31e+06 wall_t:2462 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:1.003 +2026-01-07 23:24:16 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:998.60 total_reward_ma:739.94 loss:-0.006252 fps:1345 +frame:3.32e+06 wall_t:2469 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:1.048 +2026-01-07 23:24:23 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:995.80 total_reward_ma:748.28 loss:-0.007189 fps:1345 +frame:3.33e+06 wall_t:2475 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:0.9249 +2026-01-07 23:24:30 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1001.10 total_reward_ma:756.54 loss:-0.003388 fps:1345 +frame:3.34e+06 wall_t:2483 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:1.011 +2026-01-07 23:24:37 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1002.60 total_reward_ma:764.71 loss:0.008755 fps:1345 +frame:3.35e+06 wall_t:2490 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:1.043 +2026-01-07 23:24:45 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1003.80 total_reward_ma:772.68 loss:-0.01092 fps:1346 +frame:3.36e+06 wall_t:2497 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:0.9898 +2026-01-07 23:24:52 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1004.30 total_reward_ma:780.55 loss:-0.003634 fps:1345 +frame:3.37e+06 wall_t:2505 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:0.9274 +2026-01-07 23:25:00 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1001.00 total_reward_ma:788.21 loss:-0.00311 fps:1346 +frame:3.38e+06 wall_t:2512 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:0.9843 +2026-01-07 23:25:07 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1000.50 total_reward_ma:795.59 loss:0.01114 fps:1346 +frame:3.39e+06 wall_t:2519 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:0.951 +2026-01-07 23:25:15 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:999.70 total_reward_ma:802.77 loss:-0.0009464 fps:1345 +frame:3.40e+06 wall_t:2527 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:0.9502 +2026-01-07 23:25:22 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1001.60 total_reward_ma:809.62 loss:-0.007183 fps:1345 +frame:3.41e+06 wall_t:2535 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:0.9979 +2026-01-07 23:25:29 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1004.20 total_reward_ma:816.45 loss:-0.0008546 fps:1346 +frame:3.42e+06 wall_t:2541 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:1.005 +2026-01-07 23:25:36 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1005.10 total_reward_ma:823.08 loss:0.003341 fps:1346 +frame:3.43e+06 wall_t:2548 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:1.02 +2026-01-07 23:25:43 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1001.90 total_reward_ma:829.28 loss:0.01145 fps:1346 +frame:3.44e+06 wall_t:2555 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:1.064 +2026-01-07 23:25:50 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1001.30 total_reward_ma:835.26 loss:-0.006711 fps:1347 +frame:3.45e+06 wall_t:2562 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:1.087 +2026-01-07 23:25:56 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:998.00 total_reward_ma:840.90 loss:0.003095 fps:1347 +frame:3.46e+06 wall_t:2569 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:1.104 +2026-01-07 23:26:03 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1002.90 total_reward_ma:846.32 loss:-0.002767 fps:1347 +frame:3.47e+06 wall_t:2576 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:1.054 +2026-01-07 23:26:10 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1002.10 total_reward_ma:851.46 loss:-0.005101 fps:1347 +frame:3.48e+06 wall_t:2583 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:1.032 +2026-01-07 23:26:17 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1002.30 total_reward_ma:856.32 loss:0.007602 fps:1348 +frame:3.49e+06 wall_t:2589 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:1.112 +2026-01-07 23:26:23 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1006.10 total_reward_ma:861.03 loss:-0.001873 fps:1348 +frame:3.50e+06 wall_t:2596 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:0.9942 +2026-01-07 23:26:30 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1005.50 total_reward_ma:865.34 loss:-0.006349 fps:1348 +frame:3.51e+06 wall_t:2603 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:1.047 +2026-01-07 23:26:37 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1010.10 total_reward_ma:869.55 loss:-0.006754 fps:1349 +frame:3.52e+06 wall_t:2609 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:1.043 +2026-01-07 23:26:43 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1012.50 total_reward_ma:873.55 loss:-0.0003303 fps:1349 +frame:3.53e+06 wall_t:2616 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:0.9997 +2026-01-07 23:26:50 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1012.50 total_reward_ma:877.48 loss:-0.004056 fps:1350 +frame:3.54e+06 wall_t:2623 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:1.029 +2026-01-07 23:26:57 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1013.00 total_reward_ma:881.27 loss:0.004387 fps:1350 +frame:3.55e+06 wall_t:2630 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:1.071 +2026-01-07 23:27:05 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1012.30 total_reward_ma:884.85 loss:-0.0006494 fps:1350 +frame:3.56e+06 wall_t:2637 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:1 +2026-01-07 23:27:12 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1014.30 total_reward_ma:888.34 loss:-0.007099 fps:1350 +frame:3.57e+06 wall_t:2644 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:0.9755 +2026-01-07 23:27:19 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1013.20 total_reward_ma:891.64 loss:0.005767 fps:1350 +frame:3.58e+06 wall_t:2651 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:1.033 +2026-01-07 23:27:25 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1006.40 total_reward_ma:894.71 loss:-0.002142 fps:1351 +frame:3.59e+06 wall_t:2658 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:0.985 +2026-01-07 23:27:32 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1009.00 total_reward_ma:897.69 loss:-0.004938 fps:1351 +frame:3.60e+06 wall_t:2665 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:1.059 +2026-01-07 23:27:39 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1008.90 total_reward_ma:900.55 loss:-0.005494 fps:1351 +frame:3.61e+06 wall_t:2672 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:1.15 +2026-01-07 23:27:46 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1004.90 total_reward_ma:903.36 loss:-0.002911 fps:1351 +frame:3.62e+06 wall_t:2679 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:1.263 +2026-01-07 23:27:54 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1008.00 total_reward_ma:906.15 loss:-0.003649 fps:1351 +frame:3.63e+06 wall_t:2686 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:1.083 +2026-01-07 23:28:01 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1004.00 total_reward_ma:908.88 loss:-0.00734 fps:1351 +frame:3.64e+06 wall_t:2694 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:1.146 +2026-01-07 23:28:09 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1004.10 total_reward_ma:911.54 loss:-0.0116 fps:1351 +frame:3.65e+06 wall_t:2701 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:0.9294 +2026-01-07 23:28:16 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1003.60 total_reward_ma:914.15 loss:-0.006853 fps:1351 +frame:3.66e+06 wall_t:2709 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:1.045 +2026-01-07 23:28:23 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1004.00 total_reward_ma:916.73 loss:-0.009075 fps:1352 +frame:3.67e+06 wall_t:2715 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:1.103 +2026-01-07 23:28:30 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1003.90 total_reward_ma:919.27 loss:-0.001219 fps:1351 +frame:3.68e+06 wall_t:2723 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:1.13 +2026-01-07 23:28:37 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1005.90 total_reward_ma:921.85 loss:-0.002493 fps:1352 +frame:3.69e+06 wall_t:2730 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:1.109 +2026-01-07 23:28:45 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1004.20 total_reward_ma:924.41 loss:-0.009671 fps:1352 +frame:3.70e+06 wall_t:2737 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:0.9778 +2026-01-07 23:28:52 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1002.60 total_reward_ma:926.90 loss:-0.001758 fps:1352 +frame:3.71e+06 wall_t:2745 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:1.197 +2026-01-07 23:29:00 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:997.80 total_reward_ma:929.31 loss:0.002481 fps:1351 +frame:3.72e+06 wall_t:2753 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:1.008 +2026-01-07 23:29:08 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:996.40 total_reward_ma:931.64 loss:-0.00753 fps:1351 +frame:3.73e+06 wall_t:2761 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:1.157 +2026-01-07 23:29:15 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:994.60 total_reward_ma:933.93 loss:0.003073 fps:1351 +frame:3.74e+06 wall_t:2768 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:1.3 +2026-01-07 23:29:23 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:987.00 total_reward_ma:936.11 loss:-0.004516 fps:1351 +frame:3.75e+06 wall_t:2775 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:0.9639 +2026-01-07 23:29:29 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:985.80 total_reward_ma:938.26 loss:-0.008942 fps:1352 +frame:3.76e+06 wall_t:2782 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:1.084 +2026-01-07 23:29:36 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:984.30 total_reward_ma:940.43 loss:0.01012 fps:1352 +frame:3.77e+06 wall_t:2789 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:1.213 +2026-01-07 23:29:44 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:986.70 total_reward_ma:942.60 loss:-0.0009234 fps:1352 +frame:3.78e+06 wall_t:2796 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:0.9629 +2026-01-07 23:29:50 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:984.90 total_reward_ma:944.80 loss:-0.008436 fps:1352 +frame:3.79e+06 wall_t:2803 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:1.101 +2026-01-07 23:29:57 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:981.50 total_reward_ma:947.02 loss:0.000629 fps:1353 +frame:3.80e+06 wall_t:2809 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:1.045 +2026-01-07 23:30:04 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:983.00 total_reward_ma:949.21 loss:0.006566 fps:1353 +frame:3.81e+06 wall_t:2816 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:1.139 +2026-01-07 23:30:10 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:980.60 total_reward_ma:951.39 loss:-0.002203 fps:1353 +frame:3.82e+06 wall_t:2823 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:1.081 +2026-01-07 23:30:18 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:982.20 total_reward_ma:953.61 loss:-0.004108 fps:1353 +frame:3.83e+06 wall_t:2830 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:1.204 +2026-01-07 23:30:25 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:981.00 total_reward_ma:955.81 loss:-0.007225 fps:1354 +frame:3.84e+06 wall_t:2837 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:0.9633 +2026-01-07 23:30:31 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:983.70 total_reward_ma:958.05 loss:-0.002542 fps:1354 +frame:3.85e+06 wall_t:2844 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:0.9999 +2026-01-07 23:30:38 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:983.00 total_reward_ma:960.21 loss:-0.0009443 fps:1354 +frame:3.86e+06 wall_t:2851 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:1.187 +2026-01-07 23:30:45 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:988.30 total_reward_ma:962.39 loss:-0.004906 fps:1354 +frame:3.87e+06 wall_t:2858 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:1.006 +2026-01-07 23:30:52 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:989.20 total_reward_ma:964.57 loss:0.0006225 fps:1354 +frame:3.88e+06 wall_t:2865 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:1.106 +2026-01-07 23:30:59 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:989.60 total_reward_ma:966.68 loss:-0.008028 fps:1354 +frame:3.89e+06 wall_t:2872 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:1.124 +2026-01-07 23:31:07 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:988.60 total_reward_ma:968.76 loss:0.001319 fps:1355 +frame:3.90e+06 wall_t:2879 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:1.069 +2026-01-07 23:31:14 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:986.70 total_reward_ma:970.78 loss:-0.005583 fps:1354 +frame:3.91e+06 wall_t:2887 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:1.063 +2026-01-07 23:31:21 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:984.10 total_reward_ma:972.72 loss:-0.004983 fps:1355 +frame:3.92e+06 wall_t:2894 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:1.093 +2026-01-07 23:31:28 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:983.40 total_reward_ma:974.64 loss:-0.004013 fps:1355 +frame:3.93e+06 wall_t:2901 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:1.091 +2026-01-07 23:31:36 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:991.40 total_reward_ma:976.59 loss:-0.006696 fps:1355 +frame:3.94e+06 wall_t:2908 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:1.019 +2026-01-07 23:31:42 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:990.50 total_reward_ma:978.51 loss:-0.005913 fps:1355 +frame:3.95e+06 wall_t:2915 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:0.9999 +2026-01-07 23:31:49 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:992.60 total_reward_ma:980.32 loss:-0.005837 fps:1355 +frame:3.96e+06 wall_t:2922 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:1.011 +2026-01-07 23:31:56 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:996.50 total_reward_ma:982.12 loss:-0.004918 fps:1356 +frame:3.97e+06 wall_t:2928 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:0.9671 +2026-01-07 23:32:03 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:997.10 total_reward_ma:983.80 loss:-0.002614 fps:1356 +frame:3.98e+06 wall_t:2935 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:1.103 +2026-01-07 23:32:10 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1001.20 total_reward_ma:985.39 loss:-0.007628 fps:1356 +frame:3.99e+06 wall_t:2943 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:1.099 +2026-01-07 23:32:17 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1004.50 total_reward_ma:986.94 loss:-0.007021 fps:1356 +frame:4.00e+06 wall_t:2950 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:0.9685 +2026-01-07 23:32:24 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1003.00 total_reward_ma:988.41 loss:-0.0107 fps:1357 +frame:4.01e+06 wall_t:2956 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:1.222 +2026-01-07 23:32:30 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1008.30 total_reward_ma:989.89 loss:-0.005444 fps:1357 +frame:4.02e+06 wall_t:2962 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:1.071 +2026-01-07 23:32:37 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1009.40 total_reward_ma:991.21 loss:-0.01023 fps:1357 +frame:4.03e+06 wall_t:2970 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:1.157 +2026-01-07 23:32:45 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1007.60 total_reward_ma:992.41 loss:-0.001145 fps:1357 +frame:4.04e+06 wall_t:2977 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:1.152 +2026-01-07 23:32:52 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1008.30 total_reward_ma:993.57 loss:-0.00278 fps:1357 +frame:4.05e+06 wall_t:2984 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:1.107 +2026-01-07 23:32:59 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1008.40 total_reward_ma:994.65 loss:-0.007704 fps:1357 +frame:4.06e+06 wall_t:2991 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:1.007 +2026-01-07 23:33:06 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1007.80 total_reward_ma:995.59 loss:-0.009236 fps:1358 +frame:4.07e+06 wall_t:2998 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:1.162 +2026-01-07 23:33:13 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1006.00 total_reward_ma:996.46 loss:0.000868 fps:1358 +frame:4.08e+06 wall_t:3005 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:1.08 +2026-01-07 23:33:20 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1004.10 total_reward_ma:997.21 loss:-0.004306 fps:1357 +frame:4.09e+06 wall_t:3013 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:1.06 +2026-01-07 23:33:27 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1008.30 total_reward_ma:997.91 loss:-0.005472 fps:1358 +frame:4.10e+06 wall_t:3020 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:1.022 +2026-01-07 23:33:34 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1015.60 total_reward_ma:998.64 loss:-0.01092 fps:1358 +frame:4.11e+06 wall_t:3027 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:1.22 +2026-01-07 23:33:41 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1013.70 total_reward_ma:999.21 loss:0.003907 fps:1358 +frame:4.12e+06 wall_t:3034 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:1.022 +2026-01-07 23:33:48 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1012.60 total_reward_ma:999.68 loss:-0.004332 fps:1358 +frame:4.13e+06 wall_t:3041 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:1.081 +2026-01-07 23:33:55 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1017.00 total_reward_ma:1000.13 loss:-0.009173 fps:1358 +frame:4.14e+06 wall_t:3048 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:0.9646 +2026-01-07 23:34:03 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1019.30 total_reward_ma:1000.59 loss:0.002379 fps:1358 +frame:4.15e+06 wall_t:3055 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:1.171 +2026-01-07 23:34:10 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1019.60 total_reward_ma:1001.00 loss:-0.001754 fps:1358 +frame:4.16e+06 wall_t:3063 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:1.071 +2026-01-07 23:34:17 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1013.30 total_reward_ma:1001.25 loss:-0.0009161 fps:1359 +frame:4.17e+06 wall_t:3069 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:0.9118 +2026-01-07 23:34:24 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1014.00 total_reward_ma:1001.49 loss:-0.005077 fps:1358 +frame:4.18e+06 wall_t:3077 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:0.9759 +2026-01-07 23:34:30 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1010.10 total_reward_ma:1001.67 loss:-0.003685 fps:1359 +frame:4.19e+06 wall_t:3083 t:261875 epi:nan +opt_step:65440 lr:0.0001453 clip_eps:0.1 entropy:1.001 +2026-01-07 23:34:37 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1009.50 total_reward_ma:1001.74 loss:-0.006629 fps:1359 +frame:4.20e+06 wall_t:3090 t:262500 epi:nan +opt_step:65600 lr:0.000145 clip_eps:0.1 entropy:1.049 +2026-01-07 23:34:44 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1012.30 total_reward_ma:1001.79 loss:-0.01104 fps:1359 +frame:4.21e+06 wall_t:3097 t:263125 epi:nan +opt_step:65760 lr:0.0001448 clip_eps:0.1 entropy:1.263 +2026-01-07 23:34:51 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1011.20 total_reward_ma:1001.83 loss:-0.006506 fps:1360 +frame:4.22e+06 wall_t:3103 t:263750 epi:nan +opt_step:65920 lr:0.0001445 clip_eps:0.1 entropy:1.028 +2026-01-07 23:34:57 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1007.40 total_reward_ma:1001.85 loss:-0.003983 fps:1360 +frame:4.23e+06 wall_t:3110 t:264375 epi:nan +opt_step:66080 lr:0.0001443 clip_eps:0.1 entropy:1.108 +2026-01-07 23:35:04 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1008.00 total_reward_ma:1001.86 loss:-0.00145 fps:1361 +frame:4.24e+06 wall_t:3116 t:265000 epi:nan +opt_step:66240 lr:0.000144 clip_eps:0.1 entropy:1.115 +2026-01-07 23:35:11 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1009.70 total_reward_ma:1001.82 loss:-0.002629 fps:1361 +frame:4.25e+06 wall_t:3123 t:265625 epi:nan +opt_step:66400 lr:0.0001438 clip_eps:0.1 entropy:1.1 +2026-01-07 23:35:17 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1004.20 total_reward_ma:1001.72 loss:-0.01194 fps:1361 +frame:4.26e+06 wall_t:3130 t:266250 epi:nan +opt_step:66560 lr:0.0001435 clip_eps:0.1 entropy:1.041 +2026-01-07 23:35:24 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1010.20 total_reward_ma:1001.71 loss:-0.008344 fps:1362 +frame:4.27e+06 wall_t:3136 t:266875 epi:nan +opt_step:66688 lr:0.0001433 clip_eps:0.1 entropy:1.067 +2026-01-07 23:35:30 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1011.60 total_reward_ma:1001.77 loss:-0.007461 fps:1362 +frame:4.28e+06 wall_t:3143 t:267500 epi:nan +opt_step:66848 lr:0.000143 clip_eps:0.1 entropy:1.098 +2026-01-07 23:35:38 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1013.40 total_reward_ma:1001.84 loss:-0.0115 fps:1362 +frame:4.29e+06 wall_t:3150 t:268125 epi:nan +opt_step:67008 lr:0.0001428 clip_eps:0.1 entropy:1.033 +2026-01-07 23:35:44 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1009.00 total_reward_ma:1001.86 loss:-0.00375 fps:1362 +frame:4.30e+06 wall_t:3157 t:268750 epi:nan +opt_step:67168 lr:0.0001425 clip_eps:0.1 entropy:1.238 +2026-01-07 23:35:52 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1004.60 total_reward_ma:1001.89 loss:0.004436 fps:1362 +frame:4.31e+06 wall_t:3164 t:269375 epi:nan +opt_step:67328 lr:0.0001423 clip_eps:0.1 entropy:1.111 +2026-01-07 23:36:00 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1004.10 total_reward_ma:1001.95 loss:-0.005211 fps:1362 +frame:4.32e+06 wall_t:3172 t:270000 epi:nan +opt_step:67488 lr:0.000142 clip_eps:0.1 entropy:1.092 +2026-01-07 23:36:06 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1008.90 total_reward_ma:1002.08 loss:-0.009323 fps:1362 +frame:4.33e+06 wall_t:3179 t:270625 epi:nan +opt_step:67648 lr:0.0001418 clip_eps:0.1 entropy:1.176 +2026-01-07 23:36:14 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1005.80 total_reward_ma:1002.13 loss:0.0001043 fps:1362 +frame:4.34e+06 wall_t:3186 t:271250 epi:nan +opt_step:67808 lr:0.0001415 clip_eps:0.1 entropy:1.083 +2026-01-07 23:36:22 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1006.90 total_reward_ma:1002.17 loss:-0.01243 fps:1362 +frame:4.35e+06 wall_t:3194 t:271875 epi:nan +opt_step:67968 lr:0.0001413 clip_eps:0.1 entropy:1.122 +2026-01-07 23:36:29 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1008.10 total_reward_ma:1002.21 loss:-0.004993 fps:1362 +frame:4.36e+06 wall_t:3202 t:272500 epi:nan +opt_step:68096 lr:0.000141 clip_eps:0.1 entropy:1.097 +2026-01-07 23:36:37 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1008.30 total_reward_ma:1002.25 loss:-0.002623 fps:1361 +frame:4.37e+06 wall_t:3210 t:273125 epi:nan +opt_step:68256 lr:0.0001408 clip_eps:0.1 entropy:1.112 +2026-01-07 23:36:44 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1010.80 total_reward_ma:1002.35 loss:-0.008226 fps:1362 +frame:4.38e+06 wall_t:3217 t:273750 epi:nan +opt_step:68416 lr:0.0001405 clip_eps:0.1 entropy:1.151 +2026-01-07 23:36:52 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1014.70 total_reward_ma:1002.49 loss:-0.01071 fps:1362 +frame:4.39e+06 wall_t:3224 t:274375 epi:nan +opt_step:68576 lr:0.0001403 clip_eps:0.1 entropy:1.279 +2026-01-07 23:36:59 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1011.90 total_reward_ma:1002.62 loss:-0.01123 fps:1361 +frame:4.40e+06 wall_t:3232 t:275000 epi:nan +opt_step:68736 lr:0.00014 clip_eps:0.1 entropy:1.156 +2026-01-07 23:37:06 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1011.40 total_reward_ma:1002.71 loss:0.0009576 fps:1362 +frame:4.41e+06 wall_t:3239 t:275625 epi:nan +opt_step:68896 lr:0.0001398 clip_eps:0.1 entropy:1.117 +2026-01-07 23:37:13 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1016.00 total_reward_ma:1002.83 loss:-0.0006131 fps:1362 +frame:4.42e+06 wall_t:3246 t:276250 epi:nan +opt_step:69056 lr:0.0001395 clip_eps:0.1 entropy:1.203 +2026-01-07 23:37:20 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1017.00 total_reward_ma:1002.95 loss:-0.01453 fps:1362 +frame:4.43e+06 wall_t:3253 t:276875 epi:nan +opt_step:69216 lr:0.0001393 clip_eps:0.1 entropy:1.041 +2026-01-07 23:37:28 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1015.50 total_reward_ma:1003.09 loss:-0.008969 fps:1362 +frame:4.44e+06 wall_t:3260 t:277500 epi:nan +opt_step:69344 lr:0.000139 clip_eps:0.1 entropy:1.014 +2026-01-07 23:37:34 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1013.70 total_reward_ma:1003.21 loss:0.001684 fps:1362 +frame:4.45e+06 wall_t:3267 t:278125 epi:nan +opt_step:69504 lr:0.0001388 clip_eps:0.1 entropy:1.263 +2026-01-07 23:37:41 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1017.00 total_reward_ma:1003.40 loss:-0.006379 fps:1362 +frame:4.46e+06 wall_t:3274 t:278750 epi:nan +opt_step:69664 lr:0.0001385 clip_eps:0.1 entropy:1.048 +2026-01-07 23:37:48 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1016.30 total_reward_ma:1003.53 loss:0.002384 fps:1363 +frame:4.47e+06 wall_t:3280 t:279375 epi:nan +opt_step:69824 lr:0.0001383 clip_eps:0.1 entropy:1.12 +2026-01-07 23:37:55 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1016.20 total_reward_ma:1003.68 loss:-0.001687 fps:1363 +frame:4.48e+06 wall_t:3287 t:280000 epi:nan +opt_step:69984 lr:0.000138 clip_eps:0.1 entropy:1.267 +2026-01-07 23:38:02 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1014.50 total_reward_ma:1003.80 loss:-0.002173 fps:1363 +frame:4.49e+06 wall_t:3294 t:280625 epi:nan +opt_step:70144 lr:0.0001378 clip_eps:0.1 entropy:1.06 +2026-01-07 23:38:09 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1020.00 total_reward_ma:1003.94 loss:-0.009472 fps:1363 +frame:4.50e+06 wall_t:3301 t:281250 epi:nan +opt_step:70304 lr:0.0001375 clip_eps:0.1 entropy:1.11 +2026-01-07 23:38:16 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1021.10 total_reward_ma:1004.09 loss:-0.003155 fps:1363 +frame:4.51e+06 wall_t:3308 t:281875 epi:nan +opt_step:70464 lr:0.0001373 clip_eps:0.1 entropy:1.096 +2026-01-07 23:38:22 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1022.00 total_reward_ma:1004.21 loss:0.003316 fps:1363 +frame:4.52e+06 wall_t:3315 t:282500 epi:nan +opt_step:70624 lr:0.000137 clip_eps:0.1 entropy:1.143 +2026-01-07 23:38:28 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1021.20 total_reward_ma:1004.30 loss:-0.006571 fps:1364 +frame:4.53e+06 wall_t:3321 t:283125 epi:nan +opt_step:70752 lr:0.0001368 clip_eps:0.1 entropy:0.9425 +2026-01-07 23:38:36 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1021.80 total_reward_ma:1004.39 loss:-0.01178 fps:1364 +frame:4.54e+06 wall_t:3328 t:283750 epi:nan +opt_step:70912 lr:0.0001365 clip_eps:0.1 entropy:1.165 +2026-01-07 23:38:43 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1020.30 total_reward_ma:1004.47 loss:0.0008896 fps:1364 +frame:4.55e+06 wall_t:3335 t:284375 epi:nan +opt_step:71072 lr:0.0001363 clip_eps:0.1 entropy:1.247 +2026-01-07 23:38:50 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1023.50 total_reward_ma:1004.58 loss:0.001013 fps:1364 +frame:4.56e+06 wall_t:3343 t:285000 epi:nan +opt_step:71232 lr:0.000136 clip_eps:0.1 entropy:1.027 +2026-01-07 23:38:57 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1022.50 total_reward_ma:1004.66 loss:-0.01157 fps:1364 +frame:4.57e+06 wall_t:3350 t:285625 epi:nan +opt_step:71392 lr:0.0001358 clip_eps:0.1 entropy:1.232 +2026-01-07 23:39:04 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1014.90 total_reward_ma:1004.68 loss:0.007581 fps:1364 +frame:4.58e+06 wall_t:3357 t:286250 epi:nan +opt_step:71552 lr:0.0001355 clip_eps:0.1 entropy:1.295 +2026-01-07 23:39:12 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1014.40 total_reward_ma:1004.76 loss:-0.01296 fps:1364 +frame:4.59e+06 wall_t:3365 t:286875 epi:nan +opt_step:71712 lr:0.0001353 clip_eps:0.1 entropy:1.006 +2026-01-07 23:39:20 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1013.60 total_reward_ma:1004.80 loss:-0.008802 fps:1364 +frame:4.60e+06 wall_t:3372 t:287500 epi:nan +opt_step:71872 lr:0.000135 clip_eps:0.1 entropy:1.249 +2026-01-07 23:39:26 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1012.10 total_reward_ma:1004.83 loss:0.001611 fps:1364 +frame:4.61e+06 wall_t:3379 t:288125 epi:nan +opt_step:72000 lr:0.0001348 clip_eps:0.1 entropy:1.283 +2026-01-07 23:39:33 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1012.70 total_reward_ma:1004.91 loss:-0.01857 fps:1365 +frame:4.62e+06 wall_t:3385 t:288750 epi:nan +opt_step:72160 lr:0.0001345 clip_eps:0.1 entropy:0.9689 +2026-01-07 23:39:40 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1012.70 total_reward_ma:1004.96 loss:-0.008902 fps:1365 +frame:4.63e+06 wall_t:3392 t:289375 epi:nan +opt_step:72320 lr:0.0001343 clip_eps:0.1 entropy:1.198 +2026-01-07 23:39:46 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1016.80 total_reward_ma:1005.09 loss:-0.001794 fps:1365 +frame:4.64e+06 wall_t:3399 t:290000 epi:nan +opt_step:72480 lr:0.000134 clip_eps:0.1 entropy:1.166 +2026-01-07 23:39:54 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1020.80 total_reward_ma:1005.25 loss:-0.008925 fps:1365 +frame:4.65e+06 wall_t:3406 t:290625 epi:nan +opt_step:72640 lr:0.0001338 clip_eps:0.1 entropy:1.038 +2026-01-07 23:40:01 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1021.00 total_reward_ma:1005.43 loss:-0.0123 fps:1365 +frame:4.66e+06 wall_t:3413 t:291250 epi:nan +opt_step:72800 lr:0.0001335 clip_eps:0.1 entropy:1.206 +2026-01-07 23:40:07 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1017.90 total_reward_ma:1005.57 loss:-0.004846 fps:1365 +frame:4.67e+06 wall_t:3420 t:291875 epi:nan +opt_step:72960 lr:0.0001333 clip_eps:0.1 entropy:1.105 +2026-01-07 23:40:15 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1016.50 total_reward_ma:1005.69 loss:-0.007044 fps:1366 +frame:4.68e+06 wall_t:3427 t:292500 epi:nan +opt_step:73120 lr:0.000133 clip_eps:0.1 entropy:1.036 +2026-01-07 23:40:22 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1015.90 total_reward_ma:1005.79 loss:-0.01224 fps:1365 +frame:4.69e+06 wall_t:3435 t:293125 epi:nan +opt_step:73280 lr:0.0001328 clip_eps:0.1 entropy:1.096 +2026-01-07 23:40:29 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1016.10 total_reward_ma:1005.91 loss:0.002159 fps:1366 +frame:4.70e+06 wall_t:3441 t:293750 epi:nan +opt_step:73408 lr:0.0001325 clip_eps:0.1 entropy:1.128 +2026-01-07 23:40:36 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1014.40 total_reward_ma:1006.03 loss:-0.0002213 fps:1366 +frame:4.71e+06 wall_t:3448 t:294375 epi:nan +opt_step:73568 lr:0.0001323 clip_eps:0.1 entropy:1.08 +2026-01-07 23:40:44 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1013.60 total_reward_ma:1006.19 loss:-0.000959 fps:1366 +frame:4.72e+06 wall_t:3456 t:295000 epi:nan +opt_step:73728 lr:0.000132 clip_eps:0.1 entropy:1.163 +2026-01-07 23:40:51 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1011.80 total_reward_ma:1006.34 loss:-0.002527 fps:1365 +frame:4.73e+06 wall_t:3464 t:295625 epi:nan +opt_step:73888 lr:0.0001318 clip_eps:0.1 entropy:1.3 +2026-01-07 23:40:58 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1004.20 total_reward_ma:1006.44 loss:-0.002469 fps:1366 +frame:4.74e+06 wall_t:3471 t:296250 epi:nan +opt_step:74048 lr:0.0001315 clip_eps:0.1 entropy:1.123 +2026-01-07 23:41:05 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1004.20 total_reward_ma:1006.61 loss:-0.001519 fps:1366 +frame:4.75e+06 wall_t:3478 t:296875 epi:nan +opt_step:74208 lr:0.0001313 clip_eps:0.1 entropy:1.107 +2026-01-07 23:41:12 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1005.30 total_reward_ma:1006.80 loss:-0.0006013 fps:1366 +frame:4.76e+06 wall_t:3484 t:297500 epi:nan +opt_step:74368 lr:0.000131 clip_eps:0.1 entropy:1.341 +2026-01-07 23:41:19 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1006.40 total_reward_ma:1007.03 loss:-0.008812 fps:1366 +frame:4.77e+06 wall_t:3491 t:298125 epi:nan +opt_step:74528 lr:0.0001308 clip_eps:0.1 entropy:1.146 +2026-01-07 23:41:25 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1010.00 total_reward_ma:1007.26 loss:-0.005135 fps:1366 +frame:4.78e+06 wall_t:3498 t:298750 epi:nan +opt_step:74656 lr:0.0001306 clip_eps:0.1 entropy:1.154 +2026-01-07 23:41:32 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1007.80 total_reward_ma:1007.49 loss:-0.00679 fps:1367 +frame:4.79e+06 wall_t:3504 t:299375 epi:nan +opt_step:74816 lr:0.0001303 clip_eps:0.1 entropy:1.166 +2026-01-07 23:41:38 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1012.50 total_reward_ma:1007.80 loss:-0.0009143 fps:1367 +frame:4.80e+06 wall_t:3511 t:300000 epi:nan +opt_step:74976 lr:0.00013 clip_eps:0.1 entropy:1.139 +2026-01-07 23:41:45 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1011.00 total_reward_ma:1008.08 loss:-0.01051 fps:1367 +frame:4.81e+06 wall_t:3518 t:300625 epi:nan +opt_step:75136 lr:0.0001298 clip_eps:0.1 entropy:1.098 +2026-01-07 23:41:52 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1008.20 total_reward_ma:1008.35 loss:-0.007247 fps:1368 +frame:4.82e+06 wall_t:3524 t:301250 epi:nan +opt_step:75296 lr:0.0001295 clip_eps:0.1 entropy:1.209 +2026-01-07 23:41:58 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1005.30 total_reward_ma:1008.59 loss:0.003767 fps:1368 +frame:4.83e+06 wall_t:3531 t:301875 epi:nan +opt_step:75456 lr:0.0001293 clip_eps:0.1 entropy:1.126 +2026-01-07 23:42:05 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1005.10 total_reward_ma:1008.83 loss:0.003188 fps:1368 +frame:4.84e+06 wall_t:3538 t:302500 epi:nan +opt_step:75616 lr:0.000129 clip_eps:0.1 entropy:1.143 +2026-01-07 23:42:12 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1002.50 total_reward_ma:1009.01 loss:0.001806 fps:1369 +frame:4.85e+06 wall_t:3544 t:303125 epi:nan +opt_step:75776 lr:0.0001288 clip_eps:0.1 entropy:1.136 +2026-01-07 23:42:19 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1009.20 total_reward_ma:1009.28 loss:-0.005404 fps:1369 +frame:4.86e+06 wall_t:3551 t:303750 epi:nan +opt_step:75936 lr:0.0001285 clip_eps:0.1 entropy:1.079 +2026-01-07 23:42:25 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1007.40 total_reward_ma:1009.47 loss:-0.002524 fps:1369 +frame:4.87e+06 wall_t:3558 t:304375 epi:nan +opt_step:76064 lr:0.0001283 clip_eps:0.1 entropy:1.208 +2026-01-07 23:42:32 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1008.90 total_reward_ma:1009.66 loss:-0.01233 fps:1369 +frame:4.88e+06 wall_t:3564 t:305000 epi:nan +opt_step:76224 lr:0.000128 clip_eps:0.1 entropy:1.122 +2026-01-07 23:42:38 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1010.20 total_reward_ma:1009.87 loss:-0.0008976 fps:1369 +frame:4.89e+06 wall_t:3571 t:305625 epi:nan +opt_step:76384 lr:0.0001278 clip_eps:0.1 entropy:1.233 +2026-01-07 23:42:45 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1010.20 total_reward_ma:1010.09 loss:-0.006201 fps:1370 +frame:4.90e+06 wall_t:3577 t:306250 epi:nan +opt_step:76544 lr:0.0001275 clip_eps:0.1 entropy:1.185 +2026-01-07 23:42:52 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1006.60 total_reward_ma:1010.29 loss:-0.005733 fps:1370 +frame:4.91e+06 wall_t:3584 t:306875 epi:nan +opt_step:76704 lr:0.0001273 clip_eps:0.1 entropy:1.278 +2026-01-07 23:42:59 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1010.20 total_reward_ma:1010.55 loss:-0.007666 fps:1370 +frame:4.92e+06 wall_t:3591 t:307500 epi:nan +opt_step:76864 lr:0.000127 clip_eps:0.1 entropy:1.206 +2026-01-07 23:43:06 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1017.00 total_reward_ma:1010.88 loss:-0.006686 fps:1370 +frame:4.93e+06 wall_t:3598 t:308125 epi:nan +opt_step:77024 lr:0.0001268 clip_eps:0.1 entropy:1.084 +2026-01-07 23:43:13 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1017.10 total_reward_ma:1011.14 loss:-0.01161 fps:1370 +frame:4.94e+06 wall_t:3605 t:308750 epi:nan +opt_step:77184 lr:0.0001265 clip_eps:0.1 entropy:1.119 +2026-01-07 23:43:19 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1015.30 total_reward_ma:1011.39 loss:-0.004344 fps:1370 +frame:4.95e+06 wall_t:3612 t:309375 epi:nan +opt_step:77312 lr:0.0001263 clip_eps:0.1 entropy:1.128 +2026-01-07 23:43:26 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1018.60 total_reward_ma:1011.65 loss:-0.009276 fps:1371 +frame:4.96e+06 wall_t:3618 t:310000 epi:nan +opt_step:77472 lr:0.000126 clip_eps:0.1 entropy:1.148 +2026-01-07 23:43:33 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1019.40 total_reward_ma:1011.88 loss:-0.002932 fps:1371 +frame:4.97e+06 wall_t:3625 t:310625 epi:nan +opt_step:77632 lr:0.0001258 clip_eps:0.1 entropy:1.271 +2026-01-07 23:43:39 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1022.60 total_reward_ma:1012.13 loss:0.0004405 fps:1371 +frame:4.98e+06 wall_t:3632 t:311250 epi:nan +opt_step:77792 lr:0.0001255 clip_eps:0.1 entropy:1.257 +2026-01-07 23:43:46 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1020.00 total_reward_ma:1012.32 loss:-0.005688 fps:1372 +frame:4.99e+06 wall_t:3638 t:311875 epi:nan +opt_step:77952 lr:0.0001253 clip_eps:0.1 entropy:1.062 +2026-01-07 23:43:53 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1022.20 total_reward_ma:1012.50 loss:-0.005996 fps:1371 +frame:5.00e+06 wall_t:3646 t:312500 epi:nan +opt_step:78112 lr:0.000125 clip_eps:0.1 entropy:1.107 +2026-01-07 23:44:00 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1023.40 total_reward_ma:1012.70 loss:-0.001765 fps:1371 +frame:5.01e+06 wall_t:3653 t:313125 epi:nan +opt_step:78272 lr:0.0001248 clip_eps:0.1 entropy:1.238 +2026-01-07 23:44:07 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1021.20 total_reward_ma:1012.83 loss:-0.01277 fps:1372 +frame:5.02e+06 wall_t:3660 t:313750 epi:nan +opt_step:78432 lr:0.0001245 clip_eps:0.1 entropy:1.081 +2026-01-07 23:44:15 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1022.70 total_reward_ma:1012.96 loss:0.0058 fps:1372 +frame:5.03e+06 wall_t:3667 t:314375 epi:nan +opt_step:78592 lr:0.0001243 clip_eps:0.1 entropy:1.295 +2026-01-07 23:44:21 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1019.90 total_reward_ma:1013.09 loss:-0.006814 fps:1372 +frame:5.04e+06 wall_t:3673 t:315000 epi:nan +opt_step:78720 lr:0.000124 clip_eps:0.1 entropy:1.243 +2026-01-07 23:44:28 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1020.50 total_reward_ma:1013.21 loss:-0.004389 fps:1372 +frame:5.05e+06 wall_t:3680 t:315625 epi:nan +opt_step:78880 lr:0.0001238 clip_eps:0.1 entropy:1.165 +2026-01-07 23:44:35 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1019.40 total_reward_ma:1013.32 loss:-0.007129 fps:1372 +frame:5.06e+06 wall_t:3687 t:316250 epi:nan +opt_step:79040 lr:0.0001235 clip_eps:0.1 entropy:1.169 +2026-01-07 23:44:41 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1018.90 total_reward_ma:1013.43 loss:-0.002592 fps:1372 +frame:5.07e+06 wall_t:3694 t:316875 epi:nan +opt_step:79200 lr:0.0001233 clip_eps:0.1 entropy:1.225 +2026-01-07 23:44:48 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1017.60 total_reward_ma:1013.54 loss:-0.006396 fps:1373 +frame:5.08e+06 wall_t:3700 t:317500 epi:nan +opt_step:79360 lr:0.000123 clip_eps:0.1 entropy:1.155 +2026-01-07 23:44:55 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1016.90 total_reward_ma:1013.67 loss:-0.005604 fps:1373 +frame:5.09e+06 wall_t:3707 t:318125 epi:nan +opt_step:79520 lr:0.0001228 clip_eps:0.1 entropy:1.216 +2026-01-07 23:45:02 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1014.70 total_reward_ma:1013.74 loss:-4.413e-05 fps:1373 +frame:5.10e+06 wall_t:3714 t:318750 epi:nan +opt_step:79680 lr:0.0001225 clip_eps:0.1 entropy:1.15 +2026-01-07 23:45:09 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1020.30 total_reward_ma:1013.78 loss:-0.006629 fps:1373 +frame:5.11e+06 wall_t:3721 t:319375 epi:nan +opt_step:79840 lr:0.0001223 clip_eps:0.1 entropy:1.157 +2026-01-07 23:45:16 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1016.80 total_reward_ma:1013.81 loss:-0.003404 fps:1373 +frame:5.12e+06 wall_t:3728 t:320000 epi:nan +opt_step:80000 lr:0.000122 clip_eps:0.1 entropy:1.064 +2026-01-07 23:45:22 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1019.00 total_reward_ma:1013.88 loss:-0.00819 fps:1373 +frame:5.13e+06 wall_t:3735 t:320625 epi:nan +opt_step:80128 lr:0.0001218 clip_eps:0.1 entropy:1.29 +2026-01-07 23:45:29 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1019.20 total_reward_ma:1013.90 loss:-0.01249 fps:1374 +frame:5.14e+06 wall_t:3742 t:321250 epi:nan +opt_step:80288 lr:0.0001215 clip_eps:0.1 entropy:1.135 +2026-01-07 23:45:36 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1019.90 total_reward_ma:1013.91 loss:-0.0154 fps:1374 +frame:5.15e+06 wall_t:3749 t:321875 epi:nan +opt_step:80448 lr:0.0001213 clip_eps:0.1 entropy:1.022 +2026-01-07 23:45:43 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1020.40 total_reward_ma:1013.91 loss:-0.009172 fps:1374 +frame:5.16e+06 wall_t:3755 t:322500 epi:nan +opt_step:80608 lr:0.000121 clip_eps:0.1 entropy:1.3 +2026-01-07 23:45:50 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1019.70 total_reward_ma:1013.98 loss:0.0007634 fps:1374 +frame:5.17e+06 wall_t:3763 t:323125 epi:nan +opt_step:80768 lr:0.0001208 clip_eps:0.1 entropy:1.121 +2026-01-07 23:45:58 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1024.50 total_reward_ma:1014.08 loss:-0.009521 fps:1374 +frame:5.18e+06 wall_t:3770 t:323750 epi:nan +opt_step:80928 lr:0.0001205 clip_eps:0.1 entropy:1.124 +2026-01-07 23:46:04 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1024.50 total_reward_ma:1014.23 loss:-0.009075 fps:1374 +frame:5.19e+06 wall_t:3777 t:324375 epi:nan +opt_step:81088 lr:0.0001203 clip_eps:0.1 entropy:1.148 +2026-01-07 23:46:11 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1025.30 total_reward_ma:1014.39 loss:-0.004263 fps:1375 +frame:5.20e+06 wall_t:3783 t:325000 epi:nan +opt_step:81248 lr:0.00012 clip_eps:0.1 entropy:1.173 +2026-01-07 23:46:17 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1031.50 total_reward_ma:1014.58 loss:-0.005009 fps:1375 +frame:5.21e+06 wall_t:3790 t:325625 epi:nan +opt_step:81376 lr:0.0001198 clip_eps:0.1 entropy:1.107 +2026-01-07 23:46:24 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1031.40 total_reward_ma:1014.78 loss:-0.0001743 fps:1375 +frame:5.22e+06 wall_t:3797 t:326250 epi:nan +opt_step:81536 lr:0.0001195 clip_eps:0.1 entropy:1.106 +2026-01-07 23:46:31 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1030.20 total_reward_ma:1015.01 loss:0.000582 fps:1375 +frame:5.23e+06 wall_t:3804 t:326875 epi:nan +opt_step:81696 lr:0.0001193 clip_eps:0.1 entropy:1.171 +2026-01-07 23:46:38 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1029.30 total_reward_ma:1015.22 loss:-0.007977 fps:1375 +frame:5.24e+06 wall_t:3811 t:327500 epi:nan +opt_step:81856 lr:0.000119 clip_eps:0.1 entropy:1.044 +2026-01-07 23:46:46 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1031.80 total_reward_ma:1015.44 loss:-0.0008662 fps:1375 +frame:5.25e+06 wall_t:3818 t:328125 epi:nan +opt_step:82016 lr:0.0001188 clip_eps:0.1 entropy:1.276 +2026-01-07 23:46:53 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1033.80 total_reward_ma:1015.74 loss:-0.01033 fps:1375 +frame:5.26e+06 wall_t:3825 t:328750 epi:nan +opt_step:82176 lr:0.0001185 clip_eps:0.1 entropy:1.041 +2026-01-07 23:47:00 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1036.30 total_reward_ma:1016.00 loss:-0.01196 fps:1375 +frame:5.27e+06 wall_t:3832 t:329375 epi:nan +opt_step:82336 lr:0.0001183 clip_eps:0.1 entropy:1.072 +2026-01-07 23:47:06 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1039.50 total_reward_ma:1016.28 loss:-0.004996 fps:1375 +frame:5.28e+06 wall_t:3839 t:330000 epi:nan +opt_step:82496 lr:0.000118 clip_eps:0.1 entropy:1.223 +2026-01-07 23:47:13 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1042.50 total_reward_ma:1016.57 loss:-0.0009303 fps:1375 +frame:5.29e+06 wall_t:3846 t:330625 epi:nan +opt_step:82656 lr:0.0001178 clip_eps:0.1 entropy:1.144 +2026-01-07 23:47:19 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1041.50 total_reward_ma:1016.89 loss:-0.005882 fps:1376 +frame:5.30e+06 wall_t:3852 t:331250 epi:nan +opt_step:82784 lr:0.0001175 clip_eps:0.1 entropy:1.204 +2026-01-07 23:47:26 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1040.20 total_reward_ma:1017.25 loss:-0.003135 fps:1376 +frame:5.31e+06 wall_t:3859 t:331875 epi:nan +opt_step:82944 lr:0.0001173 clip_eps:0.1 entropy:1.074 +2026-01-07 23:47:33 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1042.40 total_reward_ma:1017.63 loss:-0.006525 fps:1376 +frame:5.32e+06 wall_t:3866 t:332500 epi:nan +opt_step:83104 lr:0.000117 clip_eps:0.1 entropy:1.161 +2026-01-07 23:47:41 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1040.40 total_reward_ma:1017.95 loss:-0.009923 fps:1376 +frame:5.33e+06 wall_t:3873 t:333125 epi:nan +opt_step:83264 lr:0.0001168 clip_eps:0.1 entropy:1.055 +2026-01-07 23:47:48 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1039.80 total_reward_ma:1018.29 loss:-0.009627 fps:1376 +frame:5.34e+06 wall_t:3881 t:333750 epi:nan +opt_step:83424 lr:0.0001165 clip_eps:0.1 entropy:1.116 +2026-01-07 23:47:56 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1039.10 total_reward_ma:1018.61 loss:0.004475 fps:1376 +frame:5.35e+06 wall_t:3888 t:334375 epi:nan +opt_step:83584 lr:0.0001163 clip_eps:0.1 entropy:1.182 +2026-01-07 23:48:03 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1039.40 total_reward_ma:1018.92 loss:-0.007215 fps:1376 +frame:5.36e+06 wall_t:3896 t:335000 epi:nan +opt_step:83744 lr:0.000116 clip_eps:0.1 entropy:1.21 +2026-01-07 23:48:10 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1039.40 total_reward_ma:1019.23 loss:-0.007405 fps:1376 +frame:5.37e+06 wall_t:3902 t:335625 epi:nan +opt_step:83904 lr:0.0001158 clip_eps:0.1 entropy:1.023 +2026-01-07 23:48:16 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1036.90 total_reward_ma:1019.49 loss:-0.005514 fps:1377 +frame:5.38e+06 wall_t:3908 t:336250 epi:nan +opt_step:84032 lr:0.0001155 clip_eps:0.1 entropy:1.26 +2026-01-07 23:48:23 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1035.50 total_reward_ma:1019.70 loss:-0.008218 fps:1377 +frame:5.39e+06 wall_t:3915 t:336875 epi:nan +opt_step:84192 lr:0.0001153 clip_eps:0.1 entropy:1.107 +2026-01-07 23:48:29 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1032.00 total_reward_ma:1019.90 loss:-0.0006083 fps:1377 +frame:5.40e+06 wall_t:3922 t:337500 epi:nan +opt_step:84352 lr:0.000115 clip_eps:0.1 entropy:1.345 +2026-01-07 23:48:36 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1030.80 total_reward_ma:1020.10 loss:-0.007506 fps:1377 +frame:5.41e+06 wall_t:3929 t:338125 epi:nan +opt_step:84512 lr:0.0001148 clip_eps:0.1 entropy:1.225 +2026-01-07 23:48:43 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1035.40 total_reward_ma:1020.29 loss:-0.001834 fps:1377 +frame:5.42e+06 wall_t:3936 t:338750 epi:nan +opt_step:84672 lr:0.0001145 clip_eps:0.1 entropy:1.148 +2026-01-07 23:48:50 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1037.40 total_reward_ma:1020.49 loss:-0.004251 fps:1377 +frame:5.43e+06 wall_t:3943 t:339375 epi:nan +opt_step:84832 lr:0.0001143 clip_eps:0.1 entropy:1.184 +2026-01-07 23:48:57 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1036.50 total_reward_ma:1020.71 loss:-0.01496 fps:1378 +frame:5.44e+06 wall_t:3949 t:340000 epi:nan +opt_step:84992 lr:0.000114 clip_eps:0.1 entropy:1.186 +2026-01-07 23:49:04 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1029.60 total_reward_ma:1020.86 loss:-0.009709 fps:1378 +frame:5.45e+06 wall_t:3956 t:340625 epi:nan +opt_step:85152 lr:0.0001138 clip_eps:0.1 entropy:1.205 +2026-01-07 23:49:10 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1030.50 total_reward_ma:1021.00 loss:-0.004407 fps:1378 +frame:5.46e+06 wall_t:3963 t:341250 epi:nan +opt_step:85312 lr:0.0001135 clip_eps:0.1 entropy:1.067 +2026-01-07 23:49:17 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1027.70 total_reward_ma:1021.11 loss:-0.005373 fps:1378 +frame:5.47e+06 wall_t:3969 t:341875 epi:nan +opt_step:85440 lr:0.0001133 clip_eps:0.1 entropy:1.213 +2026-01-07 23:49:24 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1025.00 total_reward_ma:1021.20 loss:-0.001639 fps:1378 +frame:5.48e+06 wall_t:3976 t:342500 epi:nan +opt_step:85600 lr:0.000113 clip_eps:0.1 entropy:1.171 +2026-01-07 23:49:31 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1022.30 total_reward_ma:1021.28 loss:-0.00158 fps:1378 +frame:5.49e+06 wall_t:3983 t:343125 epi:nan +opt_step:85760 lr:0.0001128 clip_eps:0.1 entropy:1.095 +2026-01-07 23:49:37 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1020.90 total_reward_ma:1021.29 loss:-0.007886 fps:1378 +frame:5.50e+06 wall_t:3990 t:343750 epi:nan +opt_step:85920 lr:0.0001125 clip_eps:0.1 entropy:1.073 +2026-01-07 23:49:44 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1016.10 total_reward_ma:1021.24 loss:-0.009653 fps:1379 +frame:5.51e+06 wall_t:3997 t:344375 epi:nan +opt_step:86080 lr:0.0001123 clip_eps:0.1 entropy:1.271 +2026-01-07 23:49:51 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1015.10 total_reward_ma:1021.17 loss:-9.722e-05 fps:1379 +frame:5.52e+06 wall_t:4003 t:345000 epi:nan +opt_step:86240 lr:0.000112 clip_eps:0.1 entropy:1.168 +2026-01-07 23:49:58 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1013.80 total_reward_ma:1021.09 loss:-0.008097 fps:1379 +frame:5.53e+06 wall_t:4010 t:345625 epi:nan +opt_step:86400 lr:0.0001118 clip_eps:0.1 entropy:1.119 +2026-01-07 23:50:05 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1009.50 total_reward_ma:1020.97 loss:0.002718 fps:1379 +frame:5.54e+06 wall_t:4017 t:346250 epi:nan +opt_step:86560 lr:0.0001115 clip_eps:0.1 entropy:1.18 +2026-01-07 23:50:11 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1006.90 total_reward_ma:1020.84 loss:-0.007204 fps:1379 +frame:5.55e+06 wall_t:4024 t:346875 epi:nan +opt_step:86688 lr:0.0001113 clip_eps:0.1 entropy:1.166 +2026-01-07 23:50:18 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1004.60 total_reward_ma:1020.65 loss:-0.01073 fps:1379 +frame:5.56e+06 wall_t:4031 t:347500 epi:nan +opt_step:86848 lr:0.000111 clip_eps:0.1 entropy:1.221 +2026-01-07 23:50:25 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1006.10 total_reward_ma:1020.49 loss:-0.00633 fps:1380 +frame:5.57e+06 wall_t:4037 t:348125 epi:nan +opt_step:87008 lr:0.0001108 clip_eps:0.1 entropy:1.106 +2026-01-07 23:50:31 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1001.80 total_reward_ma:1020.35 loss:-0.008094 fps:1380 +frame:5.58e+06 wall_t:4044 t:348750 epi:nan +opt_step:87168 lr:0.0001105 clip_eps:0.1 entropy:1.046 +2026-01-07 23:50:38 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:996.40 total_reward_ma:1020.17 loss:-0.008637 fps:1380 +frame:5.59e+06 wall_t:4051 t:349375 epi:nan +opt_step:87328 lr:0.0001103 clip_eps:0.1 entropy:1.056 +2026-01-07 23:50:46 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1000.50 total_reward_ma:1020.04 loss:0.0002734 fps:1380 +frame:5.60e+06 wall_t:4058 t:350000 epi:nan +opt_step:87488 lr:0.00011 clip_eps:0.1 entropy:1.143 +2026-01-07 23:50:53 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:996.50 total_reward_ma:1019.89 loss:-0.002052 fps:1380 +frame:5.61e+06 wall_t:4066 t:350625 epi:nan +opt_step:87648 lr:0.0001098 clip_eps:0.1 entropy:1.267 +2026-01-07 23:51:00 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:995.30 total_reward_ma:1019.71 loss:-0.00657 fps:1380 +frame:5.62e+06 wall_t:4073 t:351250 epi:nan +opt_step:87808 lr:0.0001095 clip_eps:0.1 entropy:1.11 +2026-01-07 23:51:07 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:998.60 total_reward_ma:1019.57 loss:-0.007582 fps:1380 +frame:5.63e+06 wall_t:4080 t:351875 epi:nan +opt_step:87968 lr:0.0001093 clip_eps:0.1 entropy:1.086 +2026-01-07 23:51:14 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1003.30 total_reward_ma:1019.44 loss:-0.005751 fps:1380 +frame:5.64e+06 wall_t:4086 t:352500 epi:nan +opt_step:88096 lr:0.000109 clip_eps:0.1 entropy:1.122 +2026-01-07 23:51:21 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1004.70 total_reward_ma:1019.28 loss:0.0006501 fps:1380 +frame:5.65e+06 wall_t:4093 t:353125 epi:nan +opt_step:88256 lr:0.0001088 clip_eps:0.1 entropy:1.122 +2026-01-07 23:51:27 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1003.00 total_reward_ma:1019.10 loss:-0.0003309 fps:1380 +frame:5.66e+06 wall_t:4100 t:353750 epi:nan +opt_step:88416 lr:0.0001085 clip_eps:0.1 entropy:1.186 +2026-01-07 23:51:34 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1004.60 total_reward_ma:1018.96 loss:-0.01419 fps:1381 +frame:5.67e+06 wall_t:4107 t:354375 epi:nan +opt_step:88576 lr:0.0001083 clip_eps:0.1 entropy:1.193 +2026-01-07 23:51:42 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1007.00 total_reward_ma:1018.87 loss:0.003055 fps:1380 +frame:5.68e+06 wall_t:4115 t:355000 epi:nan +opt_step:88736 lr:0.000108 clip_eps:0.1 entropy:1.168 +2026-01-07 23:51:49 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1005.90 total_reward_ma:1018.77 loss:-0.009503 fps:1381 +frame:5.69e+06 wall_t:4121 t:355625 epi:nan +opt_step:88896 lr:0.0001078 clip_eps:0.1 entropy:1.156 +2026-01-07 23:51:55 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1013.20 total_reward_ma:1018.74 loss:-0.006805 fps:1381 +frame:5.70e+06 wall_t:4128 t:356250 epi:nan +opt_step:89056 lr:0.0001075 clip_eps:0.1 entropy:1.195 +2026-01-07 23:52:02 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1018.90 total_reward_ma:1018.78 loss:-0.006911 fps:1381 +frame:5.71e+06 wall_t:4134 t:356875 epi:nan +opt_step:89216 lr:0.0001073 clip_eps:0.1 entropy:1.13 +2026-01-07 23:52:08 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1022.40 total_reward_ma:1018.87 loss:-0.00939 fps:1382 +frame:5.72e+06 wall_t:4140 t:357500 epi:nan +opt_step:89344 lr:0.000107 clip_eps:0.1 entropy:1.109 +2026-01-07 23:52:14 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1023.90 total_reward_ma:1018.99 loss:0.001006 fps:1382 +frame:5.73e+06 wall_t:4147 t:358125 epi:nan +opt_step:89504 lr:0.0001068 clip_eps:0.1 entropy:1.341 +2026-01-07 23:52:21 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1024.30 total_reward_ma:1019.19 loss:-0.005044 fps:1382 +frame:5.74e+06 wall_t:4154 t:358750 epi:nan +opt_step:89664 lr:0.0001065 clip_eps:0.1 entropy:1.051 +2026-01-07 23:52:28 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1026.30 total_reward_ma:1019.41 loss:-0.003437 fps:1382 +frame:5.75e+06 wall_t:4161 t:359375 epi:nan +opt_step:89824 lr:0.0001063 clip_eps:0.1 entropy:1.224 +2026-01-07 23:52:35 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1025.60 total_reward_ma:1019.62 loss:-0.006616 fps:1382 +frame:5.76e+06 wall_t:4167 t:360000 epi:nan +opt_step:89984 lr:0.000106 clip_eps:0.1 entropy:1.165 +2026-01-07 23:52:41 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1027.50 total_reward_ma:1019.83 loss:-0.008704 fps:1382 +frame:5.77e+06 wall_t:4174 t:360625 epi:nan +opt_step:90144 lr:0.0001058 clip_eps:0.1 entropy:1.141 +2026-01-07 23:52:48 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1030.70 total_reward_ma:1020.04 loss:0.001192 fps:1382 +frame:5.78e+06 wall_t:4181 t:361250 epi:nan +opt_step:90304 lr:0.0001055 clip_eps:0.1 entropy:1.297 +2026-01-07 23:52:56 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1037.00 total_reward_ma:1020.33 loss:-0.002676 fps:1383 +frame:5.79e+06 wall_t:4188 t:361875 epi:nan +opt_step:90464 lr:0.0001053 clip_eps:0.1 entropy:1.312 +2026-01-07 23:53:03 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1033.40 total_reward_ma:1020.54 loss:-0.0104 fps:1383 +frame:5.80e+06 wall_t:4195 t:362500 epi:nan +opt_step:90624 lr:0.000105 clip_eps:0.1 entropy:1.09 +2026-01-07 23:53:09 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1033.00 total_reward_ma:1020.76 loss:0.001979 fps:1383 +frame:5.81e+06 wall_t:4202 t:363125 epi:nan +opt_step:90752 lr:0.0001048 clip_eps:0.1 entropy:1.227 +2026-01-07 23:53:16 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1028.80 total_reward_ma:1020.96 loss:-0.006894 fps:1383 +frame:5.82e+06 wall_t:4209 t:363750 epi:nan +opt_step:90912 lr:0.0001045 clip_eps:0.1 entropy:1.277 +2026-01-07 23:53:23 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1027.20 total_reward_ma:1021.18 loss:-0.001588 fps:1383 +frame:5.83e+06 wall_t:4216 t:364375 epi:nan +opt_step:91072 lr:0.0001043 clip_eps:0.1 entropy:1.077 +2026-01-07 23:53:30 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1029.90 total_reward_ma:1021.43 loss:-0.006867 fps:1383 +frame:5.84e+06 wall_t:4223 t:365000 epi:nan +opt_step:91232 lr:0.000104 clip_eps:0.1 entropy:1.187 +2026-01-07 23:53:37 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1031.00 total_reward_ma:1021.72 loss:-0.002174 fps:1383 +frame:5.85e+06 wall_t:4230 t:365625 epi:nan +opt_step:91392 lr:0.0001038 clip_eps:0.1 entropy:1.222 +2026-01-07 23:53:45 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1032.30 total_reward_ma:1021.95 loss:-0.002956 fps:1383 +frame:5.86e+06 wall_t:4237 t:366250 epi:nan +opt_step:91552 lr:0.0001035 clip_eps:0.1 entropy:1.178 +2026-01-07 23:53:52 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1034.30 total_reward_ma:1022.21 loss:-0.007365 fps:1383 +frame:5.87e+06 wall_t:4244 t:366875 epi:nan +opt_step:91712 lr:0.0001033 clip_eps:0.1 entropy:1.162 +2026-01-07 23:53:58 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1032.70 total_reward_ma:1022.45 loss:-0.002056 fps:1383 +frame:5.88e+06 wall_t:4251 t:367500 epi:nan +opt_step:91872 lr:0.000103 clip_eps:0.1 entropy:1.134 +2026-01-07 23:54:05 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1032.10 total_reward_ma:1022.67 loss:-0.01212 fps:1384 +frame:5.89e+06 wall_t:4257 t:368125 epi:nan +opt_step:92000 lr:0.0001028 clip_eps:0.1 entropy:1.047 +2026-01-07 23:54:13 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1030.60 total_reward_ma:1022.88 loss:-0.003547 fps:1383 +frame:5.90e+06 wall_t:4265 t:368750 epi:nan +opt_step:92160 lr:0.0001025 clip_eps:0.1 entropy:1.232 +2026-01-07 23:54:20 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1028.30 total_reward_ma:1023.09 loss:-0.002167 fps:1383 +frame:5.91e+06 wall_t:4273 t:369375 epi:nan +opt_step:92320 lr:0.0001023 clip_eps:0.1 entropy:1.164 +2026-01-07 23:54:27 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1026.40 total_reward_ma:1023.26 loss:-0.01145 fps:1383 +frame:5.92e+06 wall_t:4280 t:370000 epi:nan +opt_step:92480 lr:0.000102 clip_eps:0.1 entropy:1.179 +2026-01-07 23:54:34 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1026.90 total_reward_ma:1023.35 loss:-0.007459 fps:1383 +frame:5.93e+06 wall_t:4287 t:370625 epi:nan +opt_step:92640 lr:0.0001018 clip_eps:0.1 entropy:1.21 +2026-01-07 23:54:41 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1028.20 total_reward_ma:1023.47 loss:-0.009037 fps:1383 +frame:5.94e+06 wall_t:4294 t:371250 epi:nan +opt_step:92800 lr:0.0001015 clip_eps:0.1 entropy:1.084 +2026-01-07 23:54:47 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1029.90 total_reward_ma:1023.61 loss:-0.01346 fps:1384 +frame:5.95e+06 wall_t:4300 t:371875 epi:nan +opt_step:92960 lr:0.0001013 clip_eps:0.1 entropy:1.094 +2026-01-07 23:54:54 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1028.40 total_reward_ma:1023.71 loss:-0.003024 fps:1384 +frame:5.96e+06 wall_t:4307 t:372500 epi:nan +opt_step:93120 lr:0.000101 clip_eps:0.1 entropy:1.127 +2026-01-07 23:55:01 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1023.80 total_reward_ma:1023.75 loss:-0.00627 fps:1384 +frame:5.97e+06 wall_t:4313 t:373125 epi:nan +opt_step:93280 lr:0.0001008 clip_eps:0.1 entropy:1.024 +2026-01-07 23:55:07 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1021.70 total_reward_ma:1023.74 loss:-0.006803 fps:1385 +frame:5.98e+06 wall_t:4319 t:373750 epi:nan +opt_step:93408 lr:0.0001005 clip_eps:0.1 entropy:1.149 +2026-01-07 23:55:14 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1018.30 total_reward_ma:1023.73 loss:0.004772 fps:1384 +frame:5.99e+06 wall_t:4327 t:374375 epi:nan +opt_step:93568 lr:0.0001003 clip_eps:0.1 entropy:1.247 +2026-01-07 23:55:21 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1025.80 total_reward_ma:1023.76 loss:-0.006119 fps:1385 +frame:6.00e+06 wall_t:4333 t:375000 epi:nan +opt_step:93728 lr:0.0001 clip_eps:0.1 entropy:1.13 +2026-01-07 23:55:28 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1027.60 total_reward_ma:1023.80 loss:-0.00922 fps:1385 +frame:6.01e+06 wall_t:4340 t:375625 epi:nan +opt_step:93888 lr:9.978e-05 clip_eps:0.1 entropy:1.127 +2026-01-07 23:55:35 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1029.20 total_reward_ma:1023.88 loss:-0.0008785 fps:1385 +frame:6.02e+06 wall_t:4347 t:376250 epi:nan +opt_step:94048 lr:9.952e-05 clip_eps:0.1 entropy:1.167 +2026-01-07 23:55:42 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1027.40 total_reward_ma:1023.93 loss:-0.003539 fps:1385 +frame:6.03e+06 wall_t:4355 t:376875 epi:nan +opt_step:94208 lr:9.927e-05 clip_eps:0.1 entropy:1.126 +2026-01-07 23:55:49 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1027.20 total_reward_ma:1024.01 loss:-0.004936 fps:1385 +frame:6.04e+06 wall_t:4362 t:377500 epi:nan +opt_step:94368 lr:9.901e-05 clip_eps:0.1 entropy:1.12 +2026-01-07 23:55:57 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1029.30 total_reward_ma:1024.09 loss:0.004304 fps:1385 +frame:6.05e+06 wall_t:4369 t:378125 epi:nan +opt_step:94528 lr:9.876e-05 clip_eps:0.1 entropy:1.142 +2026-01-07 23:56:03 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1025.20 total_reward_ma:1024.15 loss:-0.007598 fps:1385 +frame:6.06e+06 wall_t:4376 t:378750 epi:nan +opt_step:94656 lr:9.855e-05 clip_eps:0.1 entropy:1.059 +2026-01-07 23:56:09 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1024.10 total_reward_ma:1024.20 loss:-0.003904 fps:1385 +frame:6.07e+06 wall_t:4382 t:379375 epi:nan +opt_step:94816 lr:9.829e-05 clip_eps:0.1 entropy:1.098 +2026-01-07 23:56:16 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1024.80 total_reward_ma:1024.28 loss:-0.001104 fps:1385 +frame:6.08e+06 wall_t:4389 t:380000 epi:nan +opt_step:94976 lr:9.804e-05 clip_eps:0.1 entropy:1.159 +2026-01-07 23:56:23 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1020.70 total_reward_ma:1024.31 loss:-0.004435 fps:1386 +frame:6.09e+06 wall_t:4395 t:380625 epi:nan +opt_step:95136 lr:9.778e-05 clip_eps:0.1 entropy:1.231 +2026-01-07 23:56:29 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1013.10 total_reward_ma:1024.30 loss:-0.008753 fps:1386 +frame:6.10e+06 wall_t:4402 t:381250 epi:nan +opt_step:95296 lr:9.753e-05 clip_eps:0.1 entropy:1.127 +2026-01-07 23:56:36 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1012.70 total_reward_ma:1024.22 loss:-0.006804 fps:1386 +frame:6.11e+06 wall_t:4409 t:381875 epi:nan +opt_step:95456 lr:9.727e-05 clip_eps:0.1 entropy:1.224 +2026-01-07 23:56:43 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1010.10 total_reward_ma:1024.15 loss:6.578e-05 fps:1386 +frame:6.12e+06 wall_t:4416 t:382500 epi:nan +opt_step:95616 lr:9.701e-05 clip_eps:0.1 entropy:1.271 +2026-01-07 23:56:50 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1008.80 total_reward_ma:1024.05 loss:-0.00367 fps:1386 +frame:6.13e+06 wall_t:4422 t:383125 epi:nan +opt_step:95776 lr:9.676e-05 clip_eps:0.1 entropy:1.211 +2026-01-07 23:56:57 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1009.10 total_reward_ma:1023.95 loss:-0.009832 fps:1386 +frame:6.14e+06 wall_t:4429 t:383750 epi:nan +opt_step:95936 lr:9.65e-05 clip_eps:0.1 entropy:1.1 +2026-01-07 23:57:03 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1009.10 total_reward_ma:1023.84 loss:-0.008942 fps:1386 +frame:6.15e+06 wall_t:4436 t:384375 epi:nan +opt_step:96064 lr:9.63e-05 clip_eps:0.1 entropy:1.142 +2026-01-07 23:57:10 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1011.00 total_reward_ma:1023.75 loss:-0.006785 fps:1387 +frame:6.16e+06 wall_t:4442 t:385000 epi:nan +opt_step:96224 lr:9.604e-05 clip_eps:0.1 entropy:1.135 +2026-01-07 23:57:17 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1014.40 total_reward_ma:1023.70 loss:-0.007568 fps:1387 +frame:6.17e+06 wall_t:4449 t:385625 epi:nan +opt_step:96384 lr:9.579e-05 clip_eps:0.1 entropy:1.231 +2026-01-07 23:57:24 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1015.70 total_reward_ma:1023.61 loss:-0.0145 fps:1387 +frame:6.18e+06 wall_t:4457 t:386250 epi:nan +opt_step:96544 lr:9.553e-05 clip_eps:0.1 entropy:1.189 +2026-01-07 23:57:32 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1014.30 total_reward_ma:1023.51 loss:-0.01424 fps:1387 +frame:6.19e+06 wall_t:4464 t:386875 epi:nan +opt_step:96704 lr:9.527e-05 clip_eps:0.1 entropy:1.107 +2026-01-07 23:57:39 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1012.00 total_reward_ma:1023.37 loss:-0.006162 fps:1387 +frame:6.20e+06 wall_t:4471 t:387500 epi:nan +opt_step:96864 lr:9.502e-05 clip_eps:0.1 entropy:1.212 +2026-01-07 23:57:46 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1013.50 total_reward_ma:1023.19 loss:-0.01535 fps:1386 +frame:6.21e+06 wall_t:4479 t:388125 epi:nan +opt_step:97024 lr:9.476e-05 clip_eps:0.1 entropy:1.07 +2026-01-07 23:57:54 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1013.30 total_reward_ma:1023.01 loss:-0.003393 fps:1386 +frame:6.22e+06 wall_t:4487 t:388750 epi:nan +opt_step:97184 lr:9.451e-05 clip_eps:0.1 entropy:1.168 +2026-01-07 23:58:01 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1012.40 total_reward_ma:1022.83 loss:-0.007468 fps:1386 +frame:6.23e+06 wall_t:4494 t:389375 epi:nan +opt_step:97312 lr:9.43e-05 clip_eps:0.1 entropy:1.166 +2026-01-07 23:58:09 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1010.40 total_reward_ma:1022.64 loss:-0.001201 fps:1386 +frame:6.24e+06 wall_t:4501 t:390000 epi:nan +opt_step:97472 lr:9.404e-05 clip_eps:0.1 entropy:1.155 +2026-01-07 23:58:17 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1011.00 total_reward_ma:1022.44 loss:-0.01029 fps:1386 +frame:6.25e+06 wall_t:4509 t:390625 epi:nan +opt_step:97632 lr:9.379e-05 clip_eps:0.1 entropy:1 +2026-01-07 23:58:24 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1011.10 total_reward_ma:1022.21 loss:-0.005665 fps:1386 +frame:6.26e+06 wall_t:4517 t:391250 epi:nan +opt_step:97792 lr:9.353e-05 clip_eps:0.1 entropy:1.155 +2026-01-07 23:58:31 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1011.80 total_reward_ma:1021.97 loss:-8.231e-05 fps:1386 +frame:6.27e+06 wall_t:4524 t:391875 epi:nan +opt_step:97952 lr:9.328e-05 clip_eps:0.1 entropy:1.135 +2026-01-07 23:58:39 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1013.90 total_reward_ma:1021.71 loss:-0.004669 fps:1386 +frame:6.28e+06 wall_t:4531 t:392500 epi:nan +opt_step:98112 lr:9.302e-05 clip_eps:0.1 entropy:1.117 +2026-01-07 23:58:46 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1017.30 total_reward_ma:1021.46 loss:-0.007892 fps:1386 +frame:6.29e+06 wall_t:4539 t:393125 epi:nan +opt_step:98272 lr:9.276e-05 clip_eps:0.1 entropy:1.165 +2026-01-07 23:58:54 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1022.70 total_reward_ma:1021.27 loss:-0.001275 fps:1386 +frame:6.30e+06 wall_t:4547 t:393750 epi:nan +opt_step:98432 lr:9.251e-05 clip_eps:0.1 entropy:1.139 +2026-01-07 23:59:01 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1026.90 total_reward_ma:1021.14 loss:-0.001345 fps:1386 +frame:6.31e+06 wall_t:4554 t:394375 epi:nan +opt_step:98592 lr:9.225e-05 clip_eps:0.1 entropy:1.158 +2026-01-07 23:59:08 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1028.60 total_reward_ma:1021.00 loss:-0.009021 fps:1386 +frame:6.32e+06 wall_t:4561 t:395000 epi:nan +opt_step:98720 lr:9.205e-05 clip_eps:0.1 entropy:1.134 +2026-01-07 23:59:16 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1029.50 total_reward_ma:1020.89 loss:0.006018 fps:1385 +frame:6.33e+06 wall_t:4569 t:395625 epi:nan +opt_step:98880 lr:9.179e-05 clip_eps:0.1 entropy:1.286 +2026-01-07 23:59:24 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1026.60 total_reward_ma:1020.76 loss:-0.001577 fps:1385 +frame:6.34e+06 wall_t:4576 t:396250 epi:nan +opt_step:99040 lr:9.154e-05 clip_eps:0.1 entropy:1.185 +2026-01-07 23:59:31 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1023.80 total_reward_ma:1020.60 loss:-0.004554 fps:1385 +frame:6.35e+06 wall_t:4584 t:396875 epi:nan +opt_step:99200 lr:9.128e-05 clip_eps:0.1 entropy:1.165 +2026-01-07 23:59:38 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1021.70 total_reward_ma:1020.43 loss:-0.008168 fps:1385 +frame:6.36e+06 wall_t:4591 t:397500 epi:nan +opt_step:99360 lr:9.102e-05 clip_eps:0.1 entropy:1.204 +2026-01-07 23:59:45 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1023.60 total_reward_ma:1020.27 loss:-0.008162 fps:1386 +frame:6.37e+06 wall_t:4597 t:398125 epi:nan +opt_step:99520 lr:9.077e-05 clip_eps:0.1 entropy:1.162 +2026-01-07 23:59:51 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1019.60 total_reward_ma:1020.10 loss:-0.001336 fps:1386 +frame:6.38e+06 wall_t:4604 t:398750 epi:nan +opt_step:99680 lr:9.051e-05 clip_eps:0.1 entropy:1.263 +2026-01-07 23:59:58 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1020.20 total_reward_ma:1019.94 loss:-0.007135 fps:1386 +frame:6.39e+06 wall_t:4611 t:399375 epi:nan +opt_step:99840 lr:9.026e-05 clip_eps:0.1 entropy:1.201 +2026-01-08 00:00:05 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1020.50 total_reward_ma:1019.83 loss:-0.009851 fps:1386 +frame:6.40e+06 wall_t:4617 t:400000 epi:nan +opt_step:100000 lr:9e-05 clip_eps:0.1 entropy:1.125 +2026-01-08 00:00:11 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1021.30 total_reward_ma:1019.73 loss:-0.004212 fps:1387 +frame:6.41e+06 wall_t:4623 t:400625 epi:nan +opt_step:100128 lr:8.98e-05 clip_eps:0.1 entropy:1.09 +2026-01-08 00:00:17 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1016.10 total_reward_ma:1019.54 loss:-0.005028 fps:1387 +frame:6.42e+06 wall_t:4630 t:401250 epi:nan +opt_step:100288 lr:8.954e-05 clip_eps:0.1 entropy:1.181 +2026-01-08 00:00:24 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1014.70 total_reward_ma:1019.31 loss:-0.002511 fps:1387 +frame:6.43e+06 wall_t:4636 t:401875 epi:nan +opt_step:100448 lr:8.928e-05 clip_eps:0.1 entropy:1.141 +2026-01-08 00:00:31 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1017.90 total_reward_ma:1019.13 loss:-0.001767 fps:1387 +frame:6.44e+06 wall_t:4643 t:402500 epi:nan +opt_step:100608 lr:8.903e-05 clip_eps:0.1 entropy:1.168 +2026-01-08 00:00:37 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1016.10 total_reward_ma:1018.99 loss:-0.01239 fps:1387 +frame:6.45e+06 wall_t:4650 t:403125 epi:nan +opt_step:100768 lr:8.877e-05 clip_eps:0.1 entropy:1.1 +2026-01-08 00:00:44 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1016.80 total_reward_ma:1018.85 loss:-0.008106 fps:1387 +frame:6.46e+06 wall_t:4657 t:403750 epi:nan +opt_step:100928 lr:8.852e-05 clip_eps:0.1 entropy:1.174 +2026-01-08 00:00:51 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1016.80 total_reward_ma:1018.75 loss:-0.002982 fps:1388 +frame:6.47e+06 wall_t:4663 t:404375 epi:nan +opt_step:101088 lr:8.826e-05 clip_eps:0.1 entropy:1.106 +2026-01-08 00:00:58 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1015.30 total_reward_ma:1018.65 loss:-0.006578 fps:1388 +frame:6.48e+06 wall_t:4670 t:405000 epi:nan +opt_step:101248 lr:8.8e-05 clip_eps:0.1 entropy:1.084 +2026-01-08 00:01:04 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1014.30 total_reward_ma:1018.57 loss:0.005399 fps:1388 +frame:6.49e+06 wall_t:4677 t:405625 epi:nan +opt_step:101376 lr:8.78e-05 clip_eps:0.1 entropy:1.167 +2026-01-08 00:01:12 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1016.50 total_reward_ma:1018.52 loss:-0.007954 fps:1388 +frame:6.50e+06 wall_t:4684 t:406250 epi:nan +opt_step:101536 lr:8.754e-05 clip_eps:0.1 entropy:1.196 +2026-01-08 00:01:19 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1018.00 total_reward_ma:1018.54 loss:-0.006374 fps:1387 +frame:6.51e+06 wall_t:4692 t:406875 epi:nan +opt_step:101696 lr:8.729e-05 clip_eps:0.1 entropy:1.182 +2026-01-08 00:01:26 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1021.80 total_reward_ma:1018.61 loss:-0.00357 fps:1388 +frame:6.52e+06 wall_t:4699 t:407500 epi:nan +opt_step:101856 lr:8.703e-05 clip_eps:0.1 entropy:1.134 +2026-01-08 00:01:33 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1020.30 total_reward_ma:1018.68 loss:-0.006565 fps:1388 +frame:6.53e+06 wall_t:4705 t:408125 epi:nan +opt_step:102016 lr:8.677e-05 clip_eps:0.1 entropy:1.104 +2026-01-08 00:01:39 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1025.30 total_reward_ma:1018.83 loss:-0.008706 fps:1388 +frame:6.54e+06 wall_t:4712 t:408750 epi:nan +opt_step:102176 lr:8.652e-05 clip_eps:0.1 entropy:1.225 +2026-01-08 00:01:46 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1029.80 total_reward_ma:1019.06 loss:-0.002054 fps:1388 +frame:6.55e+06 wall_t:4718 t:409375 epi:nan +opt_step:102336 lr:8.626e-05 clip_eps:0.1 entropy:1.212 +2026-01-08 00:01:53 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1030.10 total_reward_ma:1019.32 loss:-0.006926 fps:1388 +frame:6.56e+06 wall_t:4726 t:410000 epi:nan +opt_step:102496 lr:8.601e-05 clip_eps:0.1 entropy:1.187 +2026-01-08 00:02:00 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1034.20 total_reward_ma:1019.60 loss:-0.005517 fps:1388 +frame:6.57e+06 wall_t:4733 t:410625 epi:nan +opt_step:102656 lr:8.575e-05 clip_eps:0.1 entropy:1.086 +2026-01-08 00:02:07 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1034.60 total_reward_ma:1019.93 loss:-0.01089 fps:1388 +frame:6.58e+06 wall_t:4740 t:411250 epi:nan +opt_step:102784 lr:8.555e-05 clip_eps:0.1 entropy:1.052 +2026-01-08 00:02:15 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1032.90 total_reward_ma:1020.29 loss:-0.00838 fps:1388 +frame:6.59e+06 wall_t:4747 t:411875 epi:nan +opt_step:102944 lr:8.529e-05 clip_eps:0.1 entropy:1.117 +2026-01-08 00:02:22 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1034.40 total_reward_ma:1020.63 loss:-0.0008486 fps:1388 +frame:6.60e+06 wall_t:4754 t:412500 epi:nan +opt_step:103104 lr:8.503e-05 clip_eps:0.1 entropy:1.173 +2026-01-08 00:02:29 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1036.40 total_reward_ma:1021.03 loss:-0.00681 fps:1388 +frame:6.61e+06 wall_t:4762 t:413125 epi:nan +opt_step:103264 lr:8.478e-05 clip_eps:0.1 entropy:1.162 +2026-01-08 00:02:36 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1039.00 total_reward_ma:1021.47 loss:-0.007085 fps:1388 +frame:6.62e+06 wall_t:4769 t:413750 epi:nan +opt_step:103424 lr:8.452e-05 clip_eps:0.1 entropy:1.141 +2026-01-08 00:02:43 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1034.70 total_reward_ma:1021.83 loss:-0.005875 fps:1388 +frame:6.63e+06 wall_t:4776 t:414375 epi:nan +opt_step:103584 lr:8.427e-05 clip_eps:0.1 entropy:1.104 +2026-01-08 00:02:50 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1033.20 total_reward_ma:1022.13 loss:0.007563 fps:1388 +frame:6.64e+06 wall_t:4783 t:415000 epi:nan +opt_step:103744 lr:8.401e-05 clip_eps:0.1 entropy:1.144 +2026-01-08 00:02:58 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1034.00 total_reward_ma:1022.42 loss:-0.002926 fps:1388 +frame:6.65e+06 wall_t:4791 t:415625 epi:nan +opt_step:103904 lr:8.375e-05 clip_eps:0.1 entropy:1.121 +2026-01-08 00:03:05 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1034.10 total_reward_ma:1022.73 loss:0.003559 fps:1388 +frame:6.66e+06 wall_t:4798 t:416250 epi:nan +opt_step:104032 lr:8.355e-05 clip_eps:0.1 entropy:1.079 +2026-01-08 00:03:12 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1034.80 total_reward_ma:1023.03 loss:-4.967e-05 fps:1388 +frame:6.67e+06 wall_t:4805 t:416875 epi:nan +opt_step:104192 lr:8.329e-05 clip_eps:0.1 entropy:1.276 +2026-01-08 00:03:20 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1035.10 total_reward_ma:1023.31 loss:-0.008236 fps:1388 +frame:6.68e+06 wall_t:4812 t:417500 epi:nan +opt_step:104352 lr:8.304e-05 clip_eps:0.1 entropy:1.1 +2026-01-08 00:03:27 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1037.50 total_reward_ma:1023.63 loss:-0.004031 fps:1388 +frame:6.69e+06 wall_t:4820 t:418125 epi:nan +opt_step:104512 lr:8.278e-05 clip_eps:0.1 entropy:1.035 +2026-01-08 00:03:35 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1037.50 total_reward_ma:1023.87 loss:-0.002938 fps:1388 +frame:6.70e+06 wall_t:4828 t:418750 epi:nan +opt_step:104672 lr:8.252e-05 clip_eps:0.1 entropy:1.095 +2026-01-08 00:03:42 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1032.50 total_reward_ma:1024.01 loss:-0.008388 fps:1388 +frame:6.71e+06 wall_t:4835 t:419375 epi:nan +opt_step:104832 lr:8.227e-05 clip_eps:0.1 entropy:1.198 +2026-01-08 00:03:50 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1034.00 total_reward_ma:1024.12 loss:-0.005513 fps:1388 +frame:6.72e+06 wall_t:4842 t:420000 epi:nan +opt_step:104992 lr:8.201e-05 clip_eps:0.1 entropy:1.118 +2026-01-08 00:03:57 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1032.00 total_reward_ma:1024.21 loss:-0.001279 fps:1388 +frame:6.73e+06 wall_t:4850 t:420625 epi:nan +opt_step:105152 lr:8.176e-05 clip_eps:0.1 entropy:1.221 +2026-01-08 00:04:05 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1030.20 total_reward_ma:1024.27 loss:-0.006097 fps:1387 +frame:6.74e+06 wall_t:4858 t:421250 epi:nan +opt_step:105312 lr:8.15e-05 clip_eps:0.1 entropy:1.178 +2026-01-08 00:04:12 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1033.20 total_reward_ma:1024.33 loss:-0.008918 fps:1387 +frame:6.75e+06 wall_t:4865 t:421875 epi:nan +opt_step:105440 lr:8.13e-05 clip_eps:0.1 entropy:1.119 +2026-01-08 00:04:20 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1033.10 total_reward_ma:1024.41 loss:-0.006686 fps:1387 +frame:6.76e+06 wall_t:4873 t:422500 epi:nan +opt_step:105600 lr:8.104e-05 clip_eps:0.1 entropy:1.05 +2026-01-08 00:04:28 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1033.60 total_reward_ma:1024.47 loss:-0.003703 fps:1387 +frame:6.77e+06 wall_t:4881 t:423125 epi:nan +opt_step:105760 lr:8.078e-05 clip_eps:0.1 entropy:1.197 +2026-01-08 00:04:36 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1035.10 total_reward_ma:1024.51 loss:-0.007081 fps:1387 +frame:6.78e+06 wall_t:4889 t:423750 epi:nan +opt_step:105920 lr:8.053e-05 clip_eps:0.1 entropy:1.12 +2026-01-08 00:04:43 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1035.30 total_reward_ma:1024.50 loss:-0.007516 fps:1387 +frame:6.79e+06 wall_t:4896 t:424375 epi:nan +opt_step:106080 lr:8.027e-05 clip_eps:0.1 entropy:1.192 +2026-01-08 00:04:50 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1037.20 total_reward_ma:1024.54 loss:-0.003151 fps:1387 +frame:6.80e+06 wall_t:4903 t:425000 epi:nan +opt_step:106240 lr:8.002e-05 clip_eps:0.1 entropy:1.109 +2026-01-08 00:04:57 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1041.00 total_reward_ma:1024.61 loss:-0.006028 fps:1387 +frame:6.81e+06 wall_t:4910 t:425625 epi:nan +opt_step:106400 lr:7.976e-05 clip_eps:0.1 entropy:1.174 +2026-01-08 00:05:05 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1043.60 total_reward_ma:1024.76 loss:-0.005089 fps:1387 +frame:6.82e+06 wall_t:4917 t:426250 epi:nan +opt_step:106560 lr:7.95e-05 clip_eps:0.1 entropy:1.123 +2026-01-08 00:05:11 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1045.90 total_reward_ma:1024.95 loss:-0.01329 fps:1387 +frame:6.83e+06 wall_t:4924 t:426875 epi:nan +opt_step:106688 lr:7.93e-05 clip_eps:0.1 entropy:1.104 +2026-01-08 00:05:18 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1050.30 total_reward_ma:1025.15 loss:-0.003133 fps:1387 +frame:6.84e+06 wall_t:4930 t:427500 epi:nan +opt_step:106848 lr:7.904e-05 clip_eps:0.1 entropy:1.095 +2026-01-08 00:05:25 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1049.40 total_reward_ma:1025.34 loss:0.001284 fps:1387 +frame:6.85e+06 wall_t:4938 t:428125 epi:nan +opt_step:107008 lr:7.879e-05 clip_eps:0.1 entropy:1.235 +2026-01-08 00:05:32 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1053.00 total_reward_ma:1025.55 loss:-0.01064 fps:1387 +frame:6.86e+06 wall_t:4945 t:428750 epi:nan +opt_step:107168 lr:7.853e-05 clip_eps:0.1 entropy:1.066 +2026-01-08 00:05:40 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1052.90 total_reward_ma:1025.73 loss:0.002131 fps:1387 +frame:6.87e+06 wall_t:4952 t:429375 epi:nan +opt_step:107328 lr:7.828e-05 clip_eps:0.1 entropy:1.138 +2026-01-08 00:05:47 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1054.30 total_reward_ma:1025.95 loss:0.004263 fps:1387 +frame:6.88e+06 wall_t:4959 t:430000 epi:nan +opt_step:107488 lr:7.802e-05 clip_eps:0.1 entropy:1.163 +2026-01-08 00:05:54 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1048.30 total_reward_ma:1026.11 loss:-0.007284 fps:1387 +frame:6.89e+06 wall_t:4966 t:430625 epi:nan +opt_step:107648 lr:7.776e-05 clip_eps:0.1 entropy:1.143 +2026-01-08 00:06:01 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1047.70 total_reward_ma:1026.28 loss:0.004898 fps:1387 +frame:6.90e+06 wall_t:4974 t:431250 epi:nan +opt_step:107808 lr:7.751e-05 clip_eps:0.1 entropy:1.218 +2026-01-08 00:06:08 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1050.20 total_reward_ma:1026.50 loss:-0.003298 fps:1388 +frame:6.91e+06 wall_t:4980 t:431875 epi:nan +opt_step:107968 lr:7.725e-05 clip_eps:0.1 entropy:1.23 +2026-01-08 00:06:14 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1049.80 total_reward_ma:1026.73 loss:-0.005201 fps:1388 +frame:6.92e+06 wall_t:4986 t:432500 epi:nan +opt_step:108096 lr:7.705e-05 clip_eps:0.1 entropy:1.131 +2026-01-08 00:06:21 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1049.40 total_reward_ma:1026.96 loss:-0.00873 fps:1388 +frame:6.93e+06 wall_t:4994 t:433125 epi:nan +opt_step:108256 lr:7.679e-05 clip_eps:0.1 entropy:1.159 +2026-01-08 00:06:29 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1046.50 total_reward_ma:1027.14 loss:-0.0007093 fps:1387 +frame:6.94e+06 wall_t:5002 t:433750 epi:nan +opt_step:108416 lr:7.653e-05 clip_eps:0.1 entropy:1.23 +2026-01-08 00:06:37 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1041.30 total_reward_ma:1027.25 loss:-0.004154 fps:1387 +frame:6.95e+06 wall_t:5010 t:434375 epi:nan +opt_step:108576 lr:7.628e-05 clip_eps:0.1 entropy:1.123 +2026-01-08 00:06:44 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1038.30 total_reward_ma:1027.35 loss:-0.00684 fps:1387 +frame:6.96e+06 wall_t:5017 t:435000 epi:nan +opt_step:108736 lr:7.602e-05 clip_eps:0.1 entropy:1.05 +2026-01-08 00:06:51 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1037.90 total_reward_ma:1027.49 loss:-0.003465 fps:1388 +frame:6.97e+06 wall_t:5023 t:435625 epi:nan +opt_step:108896 lr:7.577e-05 clip_eps:0.1 entropy:1.158 +2026-01-08 00:06:59 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1036.40 total_reward_ma:1027.64 loss:-0.0005937 fps:1387 +frame:6.98e+06 wall_t:5031 t:436250 epi:nan +opt_step:109056 lr:7.551e-05 clip_eps:0.1 entropy:1.197 +2026-01-08 00:07:06 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1036.30 total_reward_ma:1027.82 loss:-0.001817 fps:1387 +frame:6.99e+06 wall_t:5038 t:436875 epi:nan +opt_step:109216 lr:7.525e-05 clip_eps:0.1 entropy:1.076 +2026-01-08 00:07:12 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1035.30 total_reward_ma:1027.92 loss:-0.006769 fps:1388 +frame:7.00e+06 wall_t:5044 t:437500 epi:nan +opt_step:109344 lr:7.505e-05 clip_eps:0.1 entropy:1.055 +2026-01-08 00:07:18 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1033.00 total_reward_ma:1027.97 loss:-0.001348 fps:1388 +frame:7.01e+06 wall_t:5051 t:438125 epi:nan +opt_step:109504 lr:7.479e-05 clip_eps:0.1 entropy:1.212 +2026-01-08 00:07:25 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1031.40 total_reward_ma:1027.99 loss:-0.002819 fps:1388 +frame:7.02e+06 wall_t:5057 t:438750 epi:nan +opt_step:109664 lr:7.454e-05 clip_eps:0.1 entropy:1.148 +2026-01-08 00:07:31 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1029.60 total_reward_ma:1028.02 loss:-0.01089 fps:1388 +frame:7.03e+06 wall_t:5064 t:439375 epi:nan +opt_step:109824 lr:7.428e-05 clip_eps:0.1 entropy:1.114 +2026-01-08 00:07:38 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1031.50 total_reward_ma:1028.06 loss:-0.004374 fps:1388 +frame:7.04e+06 wall_t:5071 t:440000 epi:nan +opt_step:109984 lr:7.403e-05 clip_eps:0.1 entropy:1.154 +2026-01-08 00:07:45 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1035.30 total_reward_ma:1028.12 loss:8.097e-05 fps:1388 +frame:7.05e+06 wall_t:5078 t:440625 epi:nan +opt_step:110144 lr:7.377e-05 clip_eps:0.1 entropy:1.18 +2026-01-08 00:07:52 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1034.70 total_reward_ma:1028.21 loss:-0.009633 fps:1389 +frame:7.06e+06 wall_t:5084 t:441250 epi:nan +opt_step:110304 lr:7.351e-05 clip_eps:0.1 entropy:1.065 +2026-01-08 00:07:58 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1034.60 total_reward_ma:1028.32 loss:-0.01063 fps:1389 +frame:7.07e+06 wall_t:5091 t:441875 epi:nan +opt_step:110464 lr:7.326e-05 clip_eps:0.1 entropy:1.154 +2026-01-08 00:08:05 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1033.20 total_reward_ma:1028.40 loss:0.01665 fps:1389 +frame:7.08e+06 wall_t:5098 t:442500 epi:nan +opt_step:110624 lr:7.3e-05 clip_eps:0.1 entropy:1.164 +2026-01-08 00:08:11 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1034.40 total_reward_ma:1028.54 loss:-0.006494 fps:1389 +frame:7.09e+06 wall_t:5104 t:443125 epi:nan +opt_step:110752 lr:7.28e-05 clip_eps:0.1 entropy:1.187 +2026-01-08 00:08:18 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1038.00 total_reward_ma:1028.79 loss:-0.005646 fps:1389 +frame:7.10e+06 wall_t:5110 t:443750 epi:nan +opt_step:110912 lr:7.254e-05 clip_eps:0.1 entropy:1.271 +2026-01-08 00:08:24 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1039.30 total_reward_ma:1029.05 loss:0.002993 fps:1389 +frame:7.11e+06 wall_t:5117 t:444375 epi:nan +opt_step:111072 lr:7.228e-05 clip_eps:0.1 entropy:1.244 +2026-01-08 00:08:31 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1042.00 total_reward_ma:1029.37 loss:-0.00881 fps:1390 +frame:7.12e+06 wall_t:5124 t:445000 epi:nan +opt_step:111232 lr:7.203e-05 clip_eps:0.1 entropy:1.107 +2026-01-08 00:08:38 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1039.70 total_reward_ma:1029.68 loss:-0.009013 fps:1390 +frame:7.13e+06 wall_t:5130 t:445625 epi:nan +opt_step:111392 lr:7.177e-05 clip_eps:0.1 entropy:1.179 +2026-01-08 00:08:45 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1044.00 total_reward_ma:1030.03 loss:-0.005078 fps:1390 +frame:7.14e+06 wall_t:5137 t:446250 epi:nan +opt_step:111552 lr:7.152e-05 clip_eps:0.1 entropy:1.284 +2026-01-08 00:08:52 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1043.50 total_reward_ma:1030.38 loss:0.0002009 fps:1390 +frame:7.15e+06 wall_t:5144 t:446875 epi:nan +opt_step:111712 lr:7.126e-05 clip_eps:0.1 entropy:1.154 +2026-01-08 00:08:59 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1044.50 total_reward_ma:1030.71 loss:-0.006702 fps:1390 +frame:7.16e+06 wall_t:5152 t:447500 epi:nan +opt_step:111872 lr:7.1e-05 clip_eps:0.1 entropy:1.141 +2026-01-08 00:09:06 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1047.30 total_reward_ma:1031.04 loss:0.006429 fps:1390 +frame:7.17e+06 wall_t:5159 t:448125 epi:nan +opt_step:112000 lr:7.08e-05 clip_eps:0.1 entropy:1.262 +2026-01-08 00:09:13 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1047.90 total_reward_ma:1031.36 loss:-0.008355 fps:1390 +frame:7.18e+06 wall_t:5166 t:448750 epi:nan +opt_step:112160 lr:7.054e-05 clip_eps:0.1 entropy:1.066 +2026-01-08 00:09:20 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1049.20 total_reward_ma:1031.71 loss:-0.004987 fps:1390 +frame:7.19e+06 wall_t:5173 t:449375 epi:nan +opt_step:112320 lr:7.029e-05 clip_eps:0.1 entropy:1.253 +2026-01-08 00:09:28 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1049.30 total_reward_ma:1032.08 loss:-0.001507 fps:1390 +frame:7.20e+06 wall_t:5181 t:450000 epi:nan +opt_step:112480 lr:7.003e-05 clip_eps:0.1 entropy:1.317 +2026-01-08 00:09:36 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1047.90 total_reward_ma:1032.43 loss:0.004148 fps:1390 +frame:7.21e+06 wall_t:5188 t:450625 epi:nan +opt_step:112640 lr:6.978e-05 clip_eps:0.1 entropy:1.094 +2026-01-08 00:09:43 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1046.50 total_reward_ma:1032.76 loss:-0.006512 fps:1390 +frame:7.22e+06 wall_t:5195 t:451250 epi:nan +opt_step:112800 lr:6.952e-05 clip_eps:0.1 entropy:1.108 +2026-01-08 00:09:50 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1046.30 total_reward_ma:1033.10 loss:-0.002182 fps:1390 +frame:7.23e+06 wall_t:5202 t:451875 epi:nan +opt_step:112960 lr:6.926e-05 clip_eps:0.1 entropy:1.121 +2026-01-08 00:09:56 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1042.60 total_reward_ma:1033.42 loss:-0.004771 fps:1390 +frame:7.24e+06 wall_t:5209 t:452500 epi:nan +opt_step:113120 lr:6.901e-05 clip_eps:0.1 entropy:1.25 +2026-01-08 00:10:03 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1040.90 total_reward_ma:1033.72 loss:-0.004405 fps:1390 +frame:7.25e+06 wall_t:5216 t:453125 epi:nan +opt_step:113280 lr:6.875e-05 clip_eps:0.1 entropy:1.147 +2026-01-08 00:10:10 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1041.70 total_reward_ma:1034.03 loss:-0.008192 fps:1390 +frame:7.26e+06 wall_t:5222 t:453750 epi:nan +opt_step:113408 lr:6.855e-05 clip_eps:0.1 entropy:1.25 +2026-01-08 00:10:16 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1044.90 total_reward_ma:1034.36 loss:-0.00894 fps:1390 +frame:7.27e+06 wall_t:5229 t:454375 epi:nan +opt_step:113568 lr:6.829e-05 clip_eps:0.1 entropy:1.143 +2026-01-08 00:10:23 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1046.90 total_reward_ma:1034.69 loss:-0.01282 fps:1390 +frame:7.28e+06 wall_t:5236 t:455000 epi:nan +opt_step:113728 lr:6.804e-05 clip_eps:0.1 entropy:1.031 +2026-01-08 00:10:30 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1044.90 total_reward_ma:1034.96 loss:-0.005649 fps:1391 +frame:7.29e+06 wall_t:5242 t:455625 epi:nan +opt_step:113888 lr:6.778e-05 clip_eps:0.1 entropy:1.175 +2026-01-08 00:10:36 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1042.90 total_reward_ma:1035.16 loss:-0.002004 fps:1391 +frame:7.30e+06 wall_t:5249 t:456250 epi:nan +opt_step:114048 lr:6.752e-05 clip_eps:0.1 entropy:1.17 +2026-01-08 00:10:43 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1042.60 total_reward_ma:1035.32 loss:-0.002143 fps:1391 +frame:7.31e+06 wall_t:5256 t:456875 epi:nan +opt_step:114208 lr:6.727e-05 clip_eps:0.1 entropy:1.237 +2026-01-08 00:10:50 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1043.20 total_reward_ma:1035.47 loss:-0.006813 fps:1391 +frame:7.32e+06 wall_t:5262 t:457500 epi:nan +opt_step:114368 lr:6.701e-05 clip_eps:0.1 entropy:1.153 +2026-01-08 00:10:57 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1045.60 total_reward_ma:1035.63 loss:-0.005768 fps:1391 +frame:7.33e+06 wall_t:5269 t:458125 epi:nan +opt_step:114528 lr:6.676e-05 clip_eps:0.1 entropy:1.178 +2026-01-08 00:11:03 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1042.70 total_reward_ma:1035.79 loss:-0.001132 fps:1391 +frame:7.34e+06 wall_t:5276 t:458750 epi:nan +opt_step:114656 lr:6.655e-05 clip_eps:0.1 entropy:1.148 +2026-01-08 00:11:10 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1048.30 total_reward_ma:1036.03 loss:-0.00249 fps:1391 +frame:7.35e+06 wall_t:5283 t:459375 epi:nan +opt_step:114816 lr:6.629e-05 clip_eps:0.1 entropy:1.104 +2026-01-08 00:11:17 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1046.40 total_reward_ma:1036.28 loss:0.0003713 fps:1392 +frame:7.36e+06 wall_t:5289 t:460000 epi:nan +opt_step:114976 lr:6.604e-05 clip_eps:0.1 entropy:1.292 +2026-01-08 00:11:24 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1045.80 total_reward_ma:1036.50 loss:-0.007776 fps:1392 +frame:7.37e+06 wall_t:5296 t:460625 epi:nan +opt_step:115136 lr:6.578e-05 clip_eps:0.1 entropy:1.097 +2026-01-08 00:11:31 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1045.90 total_reward_ma:1036.77 loss:-0.003185 fps:1391 +frame:7.38e+06 wall_t:5304 t:461250 epi:nan +opt_step:115296 lr:6.553e-05 clip_eps:0.1 entropy:1.156 +2026-01-08 00:11:38 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1044.20 total_reward_ma:1037.01 loss:0.002905 fps:1391 +frame:7.39e+06 wall_t:5311 t:461875 epi:nan +opt_step:115456 lr:6.527e-05 clip_eps:0.1 entropy:1.272 +2026-01-08 00:11:45 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1045.50 total_reward_ma:1037.26 loss:-0.001032 fps:1392 +frame:7.40e+06 wall_t:5318 t:462500 epi:nan +opt_step:115616 lr:6.501e-05 clip_eps:0.1 entropy:1.12 +2026-01-08 00:11:52 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1043.30 total_reward_ma:1037.48 loss:-0.00581 fps:1392 +frame:7.41e+06 wall_t:5325 t:463125 epi:nan +opt_step:115776 lr:6.476e-05 clip_eps:0.1 entropy:1.147 +2026-01-08 00:11:59 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1041.50 total_reward_ma:1037.73 loss:-0.003469 fps:1392 +frame:7.42e+06 wall_t:5332 t:463750 epi:nan +opt_step:115936 lr:6.45e-05 clip_eps:0.1 entropy:1.293 +2026-01-08 00:12:06 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1043.10 total_reward_ma:1038.01 loss:0.005189 fps:1392 +frame:7.43e+06 wall_t:5338 t:464375 epi:nan +opt_step:116064 lr:6.43e-05 clip_eps:0.1 entropy:1.247 +2026-01-08 00:12:13 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1043.60 total_reward_ma:1038.27 loss:-0.01167 fps:1392 +frame:7.44e+06 wall_t:5345 t:465000 epi:nan +opt_step:116224 lr:6.404e-05 clip_eps:0.1 entropy:1.112 +2026-01-08 00:12:20 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1044.50 total_reward_ma:1038.56 loss:0.009 fps:1392 +frame:7.45e+06 wall_t:5352 t:465625 epi:nan +opt_step:116384 lr:6.379e-05 clip_eps:0.1 entropy:1.259 +2026-01-08 00:12:26 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1034.90 total_reward_ma:1038.74 loss:-0.01174 fps:1392 +frame:7.46e+06 wall_t:5359 t:466250 epi:nan +opt_step:116544 lr:6.353e-05 clip_eps:0.1 entropy:1.101 +2026-01-08 00:12:33 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1032.20 total_reward_ma:1038.89 loss:-0.01125 fps:1392 +frame:7.47e+06 wall_t:5366 t:466875 epi:nan +opt_step:116704 lr:6.327e-05 clip_eps:0.1 entropy:1.241 +2026-01-08 00:12:40 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1030.00 total_reward_ma:1039.04 loss:0.006466 fps:1392 +frame:7.48e+06 wall_t:5373 t:467500 epi:nan +opt_step:116864 lr:6.302e-05 clip_eps:0.1 entropy:1.183 +2026-01-08 00:12:47 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1026.10 total_reward_ma:1039.16 loss:-0.009407 fps:1392 +frame:7.49e+06 wall_t:5380 t:468125 epi:nan +opt_step:117024 lr:6.276e-05 clip_eps:0.1 entropy:1.087 +2026-01-08 00:12:54 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1022.30 total_reward_ma:1039.21 loss:-0.007757 fps:1392 +frame:7.50e+06 wall_t:5386 t:468750 epi:nan +opt_step:117184 lr:6.251e-05 clip_eps:0.1 entropy:1.272 +2026-01-08 00:13:00 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1019.10 total_reward_ma:1039.22 loss:-0.008276 fps:1393 +frame:7.51e+06 wall_t:5393 t:469375 epi:nan +opt_step:117312 lr:6.23e-05 clip_eps:0.1 entropy:1.206 +2026-01-08 00:13:07 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1017.20 total_reward_ma:1039.18 loss:-0.003434 fps:1393 +frame:7.52e+06 wall_t:5400 t:470000 epi:nan +opt_step:117472 lr:6.204e-05 clip_eps:0.1 entropy:1.11 +2026-01-08 00:13:14 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1016.70 total_reward_ma:1039.14 loss:-0.01058 fps:1393 +frame:7.53e+06 wall_t:5406 t:470625 epi:nan +opt_step:117632 lr:6.179e-05 clip_eps:0.1 entropy:1.213 +2026-01-08 00:13:21 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1014.80 total_reward_ma:1039.04 loss:0.003577 fps:1393 +frame:7.54e+06 wall_t:5413 t:471250 epi:nan +opt_step:117792 lr:6.153e-05 clip_eps:0.1 entropy:1.243 +2026-01-08 00:13:29 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1014.90 total_reward_ma:1038.89 loss:0.008213 fps:1393 +frame:7.55e+06 wall_t:5421 t:471875 epi:nan +opt_step:117952 lr:6.128e-05 clip_eps:0.1 entropy:1.123 +2026-01-08 00:13:36 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1013.80 total_reward_ma:1038.72 loss:-0.005662 fps:1393 +frame:7.56e+06 wall_t:5428 t:472500 epi:nan +opt_step:118112 lr:6.102e-05 clip_eps:0.1 entropy:1.251 +2026-01-08 00:13:43 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1013.10 total_reward_ma:1038.51 loss:-0.009032 fps:1393 +frame:7.57e+06 wall_t:5436 t:473125 epi:nan +opt_step:118272 lr:6.076e-05 clip_eps:0.1 entropy:1.215 +2026-01-08 00:13:50 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1013.00 total_reward_ma:1038.30 loss:-0.005931 fps:1393 +frame:7.58e+06 wall_t:5443 t:473750 epi:nan +opt_step:118432 lr:6.051e-05 clip_eps:0.1 entropy:1.118 +2026-01-08 00:13:58 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1011.70 total_reward_ma:1038.09 loss:-0.005964 fps:1392 +frame:7.59e+06 wall_t:5451 t:474375 epi:nan +opt_step:118592 lr:6.025e-05 clip_eps:0.1 entropy:1.117 +2026-01-08 00:14:05 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1014.20 total_reward_ma:1037.88 loss:-0.003219 fps:1392 +frame:7.60e+06 wall_t:5458 t:475000 epi:nan +opt_step:118720 lr:6.005e-05 clip_eps:0.1 entropy:1.135 +2026-01-08 00:14:12 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1022.60 total_reward_ma:1037.75 loss:-0.007127 fps:1392 +frame:7.61e+06 wall_t:5465 t:475625 epi:nan +opt_step:118880 lr:5.979e-05 clip_eps:0.1 entropy:1.126 +2026-01-08 00:14:20 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1024.00 total_reward_ma:1037.60 loss:-0.01268 fps:1393 +frame:7.62e+06 wall_t:5472 t:476250 epi:nan +opt_step:119040 lr:5.954e-05 clip_eps:0.1 entropy:1.007 +2026-01-08 00:14:27 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1023.10 total_reward_ma:1037.48 loss:0.005005 fps:1392 +frame:7.63e+06 wall_t:5480 t:476875 epi:nan +opt_step:119200 lr:5.928e-05 clip_eps:0.1 entropy:1.284 +2026-01-08 00:14:35 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1017.10 total_reward_ma:1037.32 loss:-0.006299 fps:1392 +frame:7.64e+06 wall_t:5487 t:477500 epi:nan +opt_step:119360 lr:5.902e-05 clip_eps:0.1 entropy:1.143 +2026-01-08 00:14:42 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1022.10 total_reward_ma:1037.20 loss:-0.01145 fps:1392 +frame:7.65e+06 wall_t:5494 t:478125 epi:nan +opt_step:119520 lr:5.877e-05 clip_eps:0.1 entropy:1.087 +2026-01-08 00:14:49 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1021.40 total_reward_ma:1037.07 loss:0.007156 fps:1392 +frame:7.66e+06 wall_t:5501 t:478750 epi:nan +opt_step:119680 lr:5.851e-05 clip_eps:0.1 entropy:1.198 +2026-01-08 00:14:56 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1023.30 total_reward_ma:1036.96 loss:-0.001506 fps:1393 +frame:7.67e+06 wall_t:5508 t:479375 epi:nan +opt_step:119840 lr:5.826e-05 clip_eps:0.1 entropy:1.222 +2026-01-08 00:15:03 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1029.40 total_reward_ma:1036.90 loss:-0.007829 fps:1392 +frame:7.68e+06 wall_t:5516 t:480000 epi:nan +opt_step:120000 lr:5.8e-05 clip_eps:0.1 entropy:1.133 +2026-01-08 00:15:10 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1031.90 total_reward_ma:1036.84 loss:-0.005786 fps:1393 +frame:7.69e+06 wall_t:5522 t:480625 epi:nan +opt_step:120128 lr:5.78e-05 clip_eps:0.1 entropy:1.144 +2026-01-08 00:15:17 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1032.30 total_reward_ma:1036.79 loss:-0.0007622 fps:1392 +frame:7.70e+06 wall_t:5530 t:481250 epi:nan +opt_step:120288 lr:5.754e-05 clip_eps:0.1 entropy:1.238 +2026-01-08 00:15:25 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1033.60 total_reward_ma:1036.80 loss:-0.00811 fps:1392 +frame:7.71e+06 wall_t:5538 t:481875 epi:nan +opt_step:120448 lr:5.728e-05 clip_eps:0.1 entropy:1.115 +2026-01-08 00:15:33 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1034.80 total_reward_ma:1036.81 loss:-0.0102 fps:1392 +frame:7.72e+06 wall_t:5546 t:482500 epi:nan +opt_step:120608 lr:5.703e-05 clip_eps:0.1 entropy:1.126 +2026-01-08 00:15:40 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1036.20 total_reward_ma:1036.85 loss:-0.00865 fps:1392 +frame:7.73e+06 wall_t:5552 t:483125 epi:nan +opt_step:120768 lr:5.677e-05 clip_eps:0.1 entropy:1.181 +2026-01-08 00:15:47 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1035.70 total_reward_ma:1036.91 loss:0.0006533 fps:1392 +frame:7.74e+06 wall_t:5560 t:483750 epi:nan +opt_step:120928 lr:5.652e-05 clip_eps:0.1 entropy:1.269 +2026-01-08 00:15:54 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1035.40 total_reward_ma:1036.93 loss:-0.009571 fps:1392 +frame:7.75e+06 wall_t:5567 t:484375 epi:nan +opt_step:121088 lr:5.626e-05 clip_eps:0.1 entropy:1.141 +2026-01-08 00:16:01 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1038.80 total_reward_ma:1036.99 loss:-0.005408 fps:1392 +frame:7.76e+06 wall_t:5574 t:485000 epi:nan +opt_step:121248 lr:5.6e-05 clip_eps:0.1 entropy:1.236 +2026-01-08 00:16:08 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1038.60 total_reward_ma:1037.04 loss:0.003331 fps:1392 +frame:7.77e+06 wall_t:5581 t:485625 epi:nan +opt_step:121376 lr:5.58e-05 clip_eps:0.1 entropy:1.107 +2026-01-08 00:16:17 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1039.20 total_reward_ma:1037.08 loss:-0.009542 fps:1392 +frame:7.78e+06 wall_t:5589 t:486250 epi:nan +opt_step:121536 lr:5.554e-05 clip_eps:0.1 entropy:1.087 +2026-01-08 00:16:31 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1038.80 total_reward_ma:1037.11 loss:-0.006408 fps:1390 +frame:7.79e+06 wall_t:5603 t:486875 epi:nan +opt_step:121696 lr:5.529e-05 clip_eps:0.1 entropy:1.271 +2026-01-08 00:16:53 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1034.10 total_reward_ma:1037.08 loss:0.001046 fps:1386 +frame:7.80e+06 wall_t:5626 t:487500 epi:nan +opt_step:121856 lr:5.503e-05 clip_eps:0.1 entropy:1.045 +2026-01-08 00:17:14 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1034.10 total_reward_ma:1037.01 loss:-0.0114 fps:1383 +frame:7.81e+06 wall_t:5647 t:488125 epi:nan +opt_step:122016 lr:5.477e-05 clip_eps:0.1 entropy:1.086 +2026-01-08 00:17:22 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1032.00 total_reward_ma:1036.90 loss:-0.001268 fps:1383 +frame:7.82e+06 wall_t:5655 t:488750 epi:nan +opt_step:122176 lr:5.452e-05 clip_eps:0.1 entropy:1.364 +2026-01-08 00:17:30 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1036.00 total_reward_ma:1036.80 loss:0.004935 fps:1383 +frame:7.83e+06 wall_t:5662 t:489375 epi:nan +opt_step:122336 lr:5.426e-05 clip_eps:0.1 entropy:1.218 +2026-01-08 00:17:37 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1037.70 total_reward_ma:1036.67 loss:-0.01297 fps:1383 +frame:7.84e+06 wall_t:5670 t:490000 epi:nan +opt_step:122496 lr:5.401e-05 clip_eps:0.1 entropy:1.131 +2026-01-08 00:17:44 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1035.30 total_reward_ma:1036.53 loss:-0.008173 fps:1383 +frame:7.85e+06 wall_t:5677 t:490625 epi:nan +opt_step:122656 lr:5.375e-05 clip_eps:0.1 entropy:1.213 +2026-01-08 00:17:51 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1031.00 total_reward_ma:1036.31 loss:0.004177 fps:1383 +frame:7.86e+06 wall_t:5683 t:491250 epi:nan +opt_step:122784 lr:5.355e-05 clip_eps:0.1 entropy:1.183 +2026-01-08 00:17:58 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1033.10 total_reward_ma:1036.11 loss:-0.006063 fps:1383 +frame:7.87e+06 wall_t:5690 t:491875 epi:nan +opt_step:122944 lr:5.329e-05 clip_eps:0.1 entropy:1.099 +2026-01-08 00:18:04 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1029.60 total_reward_ma:1035.87 loss:0.0005436 fps:1383 +frame:7.88e+06 wall_t:5697 t:492500 epi:nan +opt_step:123104 lr:5.303e-05 clip_eps:0.1 entropy:1.308 +2026-01-08 00:18:11 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1031.10 total_reward_ma:1035.70 loss:0.003949 fps:1383 +frame:7.89e+06 wall_t:5703 t:493125 epi:nan +opt_step:123264 lr:5.278e-05 clip_eps:0.1 entropy:1.213 +2026-01-08 00:18:17 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1028.30 total_reward_ma:1035.50 loss:-0.01372 fps:1384 +frame:7.90e+06 wall_t:5710 t:493750 epi:nan +opt_step:123424 lr:5.252e-05 clip_eps:0.1 entropy:1.172 +2026-01-08 00:18:25 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1030.00 total_reward_ma:1035.30 loss:-0.005208 fps:1383 +frame:7.91e+06 wall_t:5718 t:494375 epi:nan +opt_step:123584 lr:5.227e-05 clip_eps:0.1 entropy:1.294 +2026-01-08 00:18:32 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1029.80 total_reward_ma:1035.10 loss:-0.002135 fps:1383 +frame:7.92e+06 wall_t:5725 t:495000 epi:nan +opt_step:123744 lr:5.201e-05 clip_eps:0.1 entropy:1.116 +2026-01-08 00:18:39 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1031.00 total_reward_ma:1034.91 loss:-0.009845 fps:1383 +frame:7.93e+06 wall_t:5732 t:495625 epi:nan +opt_step:123904 lr:5.175e-05 clip_eps:0.1 entropy:1.198 +2026-01-08 00:18:46 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1029.10 total_reward_ma:1034.74 loss:0.004271 fps:1384 +frame:7.94e+06 wall_t:5739 t:496250 epi:nan +opt_step:124032 lr:5.155e-05 clip_eps:0.1 entropy:1.266 +2026-01-08 00:18:54 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1025.20 total_reward_ma:1034.58 loss:-0.002353 fps:1384 +frame:7.95e+06 wall_t:5746 t:496875 epi:nan +opt_step:124192 lr:5.129e-05 clip_eps:0.1 entropy:1.183 +2026-01-08 00:19:01 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1024.80 total_reward_ma:1034.44 loss:-0.001508 fps:1384 +frame:7.96e+06 wall_t:5753 t:497500 epi:nan +opt_step:124352 lr:5.104e-05 clip_eps:0.1 entropy:1.091 +2026-01-08 00:19:07 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1022.40 total_reward_ma:1034.29 loss:-0.0002661 fps:1384 +frame:7.97e+06 wall_t:5760 t:498125 epi:nan +opt_step:124512 lr:5.078e-05 clip_eps:0.1 entropy:1.237 +2026-01-08 00:19:14 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1020.10 total_reward_ma:1034.13 loss:0.002901 fps:1384 +frame:7.98e+06 wall_t:5767 t:498750 epi:nan +opt_step:124672 lr:5.052e-05 clip_eps:0.1 entropy:1.182 +2026-01-08 00:19:22 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1018.20 total_reward_ma:1033.95 loss:-0.006297 fps:1384 +frame:7.99e+06 wall_t:5774 t:499375 epi:nan +opt_step:124832 lr:5.027e-05 clip_eps:0.1 entropy:1.12 +2026-01-08 00:19:29 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1015.40 total_reward_ma:1033.75 loss:-0.001571 fps:1384 +frame:8.00e+06 wall_t:5782 t:500000 epi:nan +opt_step:124992 lr:5.001e-05 clip_eps:0.1 entropy:1.295 +2026-01-08 00:19:36 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1014.00 total_reward_ma:1033.56 loss:0.002856 fps:1384 +frame:8.01e+06 wall_t:5789 t:500625 epi:nan +opt_step:125152 lr:4.976e-05 clip_eps:0.1 entropy:1.184 +2026-01-08 00:19:43 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1017.00 total_reward_ma:1033.41 loss:-0.0125 fps:1384 +frame:8.02e+06 wall_t:5796 t:501250 epi:nan +opt_step:125312 lr:4.95e-05 clip_eps:0.1 entropy:1.075 +2026-01-08 00:19:50 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1016.50 total_reward_ma:1033.28 loss:-0.007465 fps:1384 +frame:8.03e+06 wall_t:5802 t:501875 epi:nan +opt_step:125440 lr:4.93e-05 clip_eps:0.1 entropy:1.119 +2026-01-08 00:19:57 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1019.00 total_reward_ma:1033.16 loss:-0.004915 fps:1384 +frame:8.04e+06 wall_t:5809 t:502500 epi:nan +opt_step:125600 lr:4.904e-05 clip_eps:0.1 entropy:1.223 +2026-01-08 00:20:05 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1027.70 total_reward_ma:1033.08 loss:-0.005549 fps:1384 +frame:8.05e+06 wall_t:5817 t:503125 epi:nan +opt_step:125760 lr:4.878e-05 clip_eps:0.1 entropy:1.219 +2026-01-08 00:20:13 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1026.00 total_reward_ma:1032.99 loss:-0.004047 fps:1384 +frame:8.06e+06 wall_t:5825 t:503750 epi:nan +opt_step:125920 lr:4.853e-05 clip_eps:0.1 entropy:1.178 +2026-01-08 00:20:21 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1023.70 total_reward_ma:1032.89 loss:-0.002336 fps:1384 +frame:8.07e+06 wall_t:5833 t:504375 epi:nan +opt_step:126080 lr:4.827e-05 clip_eps:0.1 entropy:1.385 +2026-01-08 00:20:28 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1027.60 total_reward_ma:1032.83 loss:-0.005059 fps:1383 +frame:8.08e+06 wall_t:5841 t:505000 epi:nan +opt_step:126240 lr:4.802e-05 clip_eps:0.1 entropy:1.148 +2026-01-08 00:20:35 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1028.00 total_reward_ma:1032.77 loss:-0.007397 fps:1384 +frame:8.09e+06 wall_t:5847 t:505625 epi:nan +opt_step:126400 lr:4.776e-05 clip_eps:0.1 entropy:1.034 +2026-01-08 00:20:43 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1027.40 total_reward_ma:1032.66 loss:0.001385 fps:1383 +frame:8.10e+06 wall_t:5855 t:506250 epi:nan +opt_step:126560 lr:4.75e-05 clip_eps:0.1 entropy:1.213 +2026-01-08 00:20:50 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1023.20 total_reward_ma:1032.50 loss:0.007375 fps:1383 +frame:8.11e+06 wall_t:5863 t:506875 epi:nan +opt_step:126688 lr:4.73e-05 clip_eps:0.1 entropy:1.243 +2026-01-08 00:20:58 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1020.30 total_reward_ma:1032.28 loss:-0.00523 fps:1383 +frame:8.12e+06 wall_t:5870 t:507500 epi:nan +opt_step:126848 lr:4.704e-05 clip_eps:0.1 entropy:1.018 +2026-01-08 00:21:05 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1022.00 total_reward_ma:1032.10 loss:-0.005849 fps:1383 +frame:8.13e+06 wall_t:5878 t:508125 epi:nan +opt_step:127008 lr:4.679e-05 clip_eps:0.1 entropy:1.3 +2026-01-08 00:21:13 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1026.70 total_reward_ma:1031.93 loss:0.01113 fps:1383 +frame:8.14e+06 wall_t:5886 t:508750 epi:nan +opt_step:127168 lr:4.653e-05 clip_eps:0.1 entropy:1.301 +2026-01-08 00:21:20 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1024.30 total_reward_ma:1031.74 loss:-0.009183 fps:1383 +frame:8.15e+06 wall_t:5893 t:509375 epi:nan +opt_step:127328 lr:4.628e-05 clip_eps:0.1 entropy:1.03 +2026-01-08 00:21:28 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1024.90 total_reward_ma:1031.54 loss:-0.004017 fps:1383 +frame:8.16e+06 wall_t:5901 t:510000 epi:nan +opt_step:127488 lr:4.602e-05 clip_eps:0.1 entropy:1.162 +2026-01-08 00:21:36 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1030.00 total_reward_ma:1031.37 loss:0.0006604 fps:1383 +frame:8.17e+06 wall_t:5909 t:510625 epi:nan +opt_step:127648 lr:4.576e-05 clip_eps:0.1 entropy:1.238 +2026-01-08 00:21:44 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1031.40 total_reward_ma:1031.20 loss:-0.007981 fps:1383 +frame:8.18e+06 wall_t:5916 t:511250 epi:nan +opt_step:127808 lr:4.551e-05 clip_eps:0.1 entropy:1.031 +2026-01-08 00:21:51 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1030.50 total_reward_ma:1031.02 loss:-0.007057 fps:1383 +frame:8.19e+06 wall_t:5923 t:511875 epi:nan +opt_step:127968 lr:4.525e-05 clip_eps:0.1 entropy:1.186 +2026-01-08 00:21:57 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1033.30 total_reward_ma:1030.86 loss:-0.009219 fps:1383 +frame:8.20e+06 wall_t:5930 t:512500 epi:nan +opt_step:128096 lr:4.505e-05 clip_eps:0.1 entropy:1.186 +2026-01-08 00:22:04 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1034.80 total_reward_ma:1030.73 loss:-0.007854 fps:1383 +frame:8.21e+06 wall_t:5937 t:513125 epi:nan +opt_step:128256 lr:4.479e-05 clip_eps:0.1 entropy:1.088 +2026-01-08 00:22:11 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1033.90 total_reward_ma:1030.60 loss:-0.009604 fps:1383 +frame:8.22e+06 wall_t:5944 t:513750 epi:nan +opt_step:128416 lr:4.453e-05 clip_eps:0.1 entropy:1.236 +2026-01-08 00:22:18 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1032.60 total_reward_ma:1030.46 loss:-0.002858 fps:1383 +frame:8.23e+06 wall_t:5951 t:514375 epi:nan +opt_step:128576 lr:4.428e-05 clip_eps:0.1 entropy:1.181 +2026-01-08 00:22:26 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1033.70 total_reward_ma:1030.38 loss:-0.007604 fps:1383 +frame:8.24e+06 wall_t:5958 t:515000 epi:nan +opt_step:128736 lr:4.402e-05 clip_eps:0.1 entropy:1.07 +2026-01-08 00:22:33 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1032.80 total_reward_ma:1030.29 loss:-0.005978 fps:1383 +frame:8.25e+06 wall_t:5965 t:515625 epi:nan +opt_step:128896 lr:4.377e-05 clip_eps:0.1 entropy:1.052 +2026-01-08 00:22:39 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1032.80 total_reward_ma:1030.20 loss:0.0002531 fps:1383 +frame:8.26e+06 wall_t:5972 t:516250 epi:nan +opt_step:129056 lr:4.351e-05 clip_eps:0.1 entropy:1.254 +2026-01-08 00:22:47 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1027.00 total_reward_ma:1030.03 loss:-0.00443 fps:1383 +frame:8.27e+06 wall_t:5979 t:516875 epi:nan +opt_step:129216 lr:4.325e-05 clip_eps:0.1 entropy:1.078 +2026-01-08 00:22:54 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1027.30 total_reward_ma:1029.83 loss:-0.005127 fps:1383 +frame:8.28e+06 wall_t:5986 t:517500 epi:nan +opt_step:129344 lr:4.305e-05 clip_eps:0.1 entropy:1.15 +2026-01-08 00:23:01 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1025.80 total_reward_ma:1029.64 loss:-0.002063 fps:1383 +frame:8.29e+06 wall_t:5993 t:518125 epi:nan +opt_step:129504 lr:4.279e-05 clip_eps:0.1 entropy:1.277 +2026-01-08 00:23:08 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1029.50 total_reward_ma:1029.50 loss:-0.0057 fps:1383 +frame:8.30e+06 wall_t:6000 t:518750 epi:nan +opt_step:129664 lr:4.254e-05 clip_eps:0.1 entropy:1.108 +2026-01-08 00:23:15 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1028.20 total_reward_ma:1029.36 loss:-0.009258 fps:1383 +frame:8.31e+06 wall_t:6007 t:519375 epi:nan +opt_step:129824 lr:4.228e-05 clip_eps:0.1 entropy:1.224 +2026-01-08 00:23:23 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1024.60 total_reward_ma:1029.18 loss:0.006652 fps:1383 +frame:8.32e+06 wall_t:6015 t:520000 epi:nan +opt_step:129984 lr:4.203e-05 clip_eps:0.1 entropy:1.204 +2026-01-08 00:23:30 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1020.40 total_reward_ma:1028.92 loss:0.001102 fps:1383 +frame:8.33e+06 wall_t:6022 t:520625 epi:nan +opt_step:130144 lr:4.177e-05 clip_eps:0.1 entropy:1.17 +2026-01-08 00:23:37 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1020.00 total_reward_ma:1028.70 loss:-0.008519 fps:1383 +frame:8.34e+06 wall_t:6030 t:521250 epi:nan +opt_step:130304 lr:4.151e-05 clip_eps:0.1 entropy:1.135 +2026-01-08 00:23:44 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1016.80 total_reward_ma:1028.38 loss:-0.002398 fps:1383 +frame:8.35e+06 wall_t:6037 t:521875 epi:nan +opt_step:130464 lr:4.126e-05 clip_eps:0.1 entropy:1.209 +2026-01-08 00:23:52 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1014.50 total_reward_ma:1028.06 loss:0.002609 fps:1383 +frame:8.36e+06 wall_t:6044 t:522500 epi:nan +opt_step:130624 lr:4.1e-05 clip_eps:0.1 entropy:1.182 +2026-01-08 00:23:58 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1016.00 total_reward_ma:1027.76 loss:-0.003994 fps:1383 +frame:8.37e+06 wall_t:6051 t:523125 epi:nan +opt_step:130752 lr:4.08e-05 clip_eps:0.1 entropy:1.213 +2026-01-08 00:24:05 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1011.40 total_reward_ma:1027.42 loss:-0.007666 fps:1384 +frame:8.38e+06 wall_t:6057 t:523750 epi:nan +opt_step:130912 lr:4.054e-05 clip_eps:0.1 entropy:1.207 +2026-01-08 00:24:12 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1010.70 total_reward_ma:1027.08 loss:-0.005398 fps:1383 +frame:8.39e+06 wall_t:6065 t:524375 epi:nan +opt_step:131072 lr:4.028e-05 clip_eps:0.1 entropy:1.136 +2026-01-08 00:24:19 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1004.80 total_reward_ma:1026.68 loss:0.0005441 fps:1383 +frame:8.40e+06 wall_t:6072 t:525000 epi:nan +opt_step:131232 lr:4.003e-05 clip_eps:0.1 entropy:1.247 +2026-01-08 00:24:26 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:999.60 total_reward_ma:1026.24 loss:-0.003874 fps:1384 +frame:8.41e+06 wall_t:6078 t:525625 epi:nan +opt_step:131392 lr:3.977e-05 clip_eps:0.1 entropy:1.198 +2026-01-08 00:24:34 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1003.30 total_reward_ma:1025.86 loss:-0.001103 fps:1384 +frame:8.42e+06 wall_t:6086 t:526250 epi:nan +opt_step:131552 lr:3.952e-05 clip_eps:0.1 entropy:1.112 +2026-01-08 00:24:41 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:999.50 total_reward_ma:1025.42 loss:0.002689 fps:1383 +frame:8.43e+06 wall_t:6094 t:526875 epi:nan +opt_step:131712 lr:3.926e-05 clip_eps:0.1 entropy:1.198 +2026-01-08 00:24:48 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:996.80 total_reward_ma:1024.95 loss:0.003307 fps:1383 +frame:8.44e+06 wall_t:6101 t:527500 epi:nan +opt_step:131872 lr:3.9e-05 clip_eps:0.1 entropy:1.199 +2026-01-08 00:24:55 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1001.50 total_reward_ma:1024.52 loss:-0.005237 fps:1383 +frame:8.45e+06 wall_t:6108 t:528125 epi:nan +opt_step:132000 lr:3.88e-05 clip_eps:0.1 entropy:1.181 +2026-01-08 00:25:03 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1008.00 total_reward_ma:1024.26 loss:0.008524 fps:1383 +frame:8.46e+06 wall_t:6115 t:528750 epi:nan +opt_step:132160 lr:3.854e-05 clip_eps:0.1 entropy:1.184 +2026-01-08 00:25:10 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1007.50 total_reward_ma:1024.01 loss:-0.001671 fps:1384 +frame:8.47e+06 wall_t:6122 t:529375 epi:nan +opt_step:132320 lr:3.829e-05 clip_eps:0.1 entropy:1.131 +2026-01-08 00:25:17 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1008.20 total_reward_ma:1023.79 loss:-0.0001339 fps:1384 +frame:8.48e+06 wall_t:6129 t:530000 epi:nan +opt_step:132480 lr:3.803e-05 clip_eps:0.1 entropy:1.234 +2026-01-08 00:25:23 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1011.80 total_reward_ma:1023.65 loss:0.004384 fps:1384 +frame:8.49e+06 wall_t:6136 t:530625 epi:nan +opt_step:132640 lr:3.778e-05 clip_eps:0.1 entropy:1.127 +2026-01-08 00:25:30 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1010.00 total_reward_ma:1023.52 loss:0.003438 fps:1384 +frame:8.50e+06 wall_t:6143 t:531250 epi:nan +opt_step:132800 lr:3.752e-05 clip_eps:0.1 entropy:1.165 +2026-01-08 00:25:38 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1011.60 total_reward_ma:1023.45 loss:0.005934 fps:1384 +frame:8.51e+06 wall_t:6150 t:531875 epi:nan +opt_step:132960 lr:3.726e-05 clip_eps:0.1 entropy:1.202 +2026-01-08 00:25:45 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1011.20 total_reward_ma:1023.39 loss:0.005273 fps:1384 +frame:8.52e+06 wall_t:6157 t:532500 epi:nan +opt_step:133120 lr:3.701e-05 clip_eps:0.1 entropy:1.227 +2026-01-08 00:25:52 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1011.90 total_reward_ma:1023.34 loss:-0.002535 fps:1384 +frame:8.53e+06 wall_t:6164 t:533125 epi:nan +opt_step:133280 lr:3.675e-05 clip_eps:0.1 entropy:1.097 +2026-01-08 00:25:59 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1015.40 total_reward_ma:1023.35 loss:-0.00338 fps:1384 +frame:8.54e+06 wall_t:6172 t:533750 epi:nan +opt_step:133408 lr:3.655e-05 clip_eps:0.1 entropy:1.099 +2026-01-08 00:26:07 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1016.90 total_reward_ma:1023.37 loss:0.01396 fps:1383 +frame:8.55e+06 wall_t:6180 t:534375 epi:nan +opt_step:133568 lr:3.629e-05 clip_eps:0.1 entropy:1.248 +2026-01-08 00:26:15 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1018.40 total_reward_ma:1023.41 loss:0.0003882 fps:1384 +frame:8.56e+06 wall_t:6187 t:535000 epi:nan +opt_step:133728 lr:3.604e-05 clip_eps:0.1 entropy:1.05 +2026-01-08 00:26:22 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1020.90 total_reward_ma:1023.49 loss:-0.0005625 fps:1383 +frame:8.57e+06 wall_t:6195 t:535625 epi:nan +opt_step:133888 lr:3.578e-05 clip_eps:0.1 entropy:1.129 +2026-01-08 00:26:29 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1022.60 total_reward_ma:1023.59 loss:0.002397 fps:1383 +frame:8.58e+06 wall_t:6202 t:536250 epi:nan +opt_step:134048 lr:3.552e-05 clip_eps:0.1 entropy:1.127 +2026-01-08 00:26:36 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1025.80 total_reward_ma:1023.73 loss:-0.007827 fps:1383 +frame:8.59e+06 wall_t:6209 t:536875 epi:nan +opt_step:134208 lr:3.527e-05 clip_eps:0.1 entropy:1.087 +2026-01-08 00:26:43 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1031.10 total_reward_ma:1023.90 loss:-0.006291 fps:1384 +frame:8.60e+06 wall_t:6216 t:537500 epi:nan +opt_step:134368 lr:3.501e-05 clip_eps:0.1 entropy:1.07 +2026-01-08 00:26:50 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1030.90 total_reward_ma:1023.98 loss:0.01264 fps:1384 +frame:8.61e+06 wall_t:6222 t:538125 epi:nan +opt_step:134528 lr:3.476e-05 clip_eps:0.1 entropy:1.199 +2026-01-08 00:26:57 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1029.10 total_reward_ma:1024.03 loss:-0.006984 fps:1384 +frame:8.62e+06 wall_t:6229 t:538750 epi:nan +opt_step:134656 lr:3.455e-05 clip_eps:0.1 entropy:1.029 +2026-01-08 00:27:04 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1031.40 total_reward_ma:1024.11 loss:-0.002125 fps:1384 +frame:8.63e+06 wall_t:6236 t:539375 epi:nan +opt_step:134816 lr:3.429e-05 clip_eps:0.1 entropy:1.127 +2026-01-08 00:27:10 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1033.90 total_reward_ma:1024.28 loss:-0.001863 fps:1384 +frame:8.64e+06 wall_t:6243 t:540000 epi:nan +opt_step:134976 lr:3.404e-05 clip_eps:0.1 entropy:1.108 +2026-01-08 00:27:17 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1033.10 total_reward_ma:1024.39 loss:-0.01092 fps:1384 +frame:8.65e+06 wall_t:6250 t:540625 epi:nan +opt_step:135136 lr:3.378e-05 clip_eps:0.1 entropy:0.9947 +2026-01-08 00:27:24 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1031.20 total_reward_ma:1024.49 loss:-0.002438 fps:1384 +frame:8.66e+06 wall_t:6257 t:541250 epi:nan +opt_step:135296 lr:3.353e-05 clip_eps:0.1 entropy:1.139 +2026-01-08 00:27:31 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1030.80 total_reward_ma:1024.56 loss:-0.007271 fps:1384 +frame:8.67e+06 wall_t:6264 t:541875 epi:nan +opt_step:135456 lr:3.327e-05 clip_eps:0.1 entropy:1.196 +2026-01-08 00:27:38 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1030.80 total_reward_ma:1024.58 loss:-0.005794 fps:1384 +frame:8.68e+06 wall_t:6271 t:542500 epi:nan +opt_step:135616 lr:3.301e-05 clip_eps:0.1 entropy:1.081 +2026-01-08 00:27:45 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1030.90 total_reward_ma:1024.57 loss:-0.005818 fps:1384 +frame:8.69e+06 wall_t:6278 t:543125 epi:nan +opt_step:135776 lr:3.276e-05 clip_eps:0.1 entropy:1.117 +2026-01-08 00:27:52 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1032.60 total_reward_ma:1024.57 loss:0.006958 fps:1384 +frame:8.70e+06 wall_t:6285 t:543750 epi:nan +opt_step:135936 lr:3.25e-05 clip_eps:0.1 entropy:1.065 +2026-01-08 00:27:59 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1036.10 total_reward_ma:1024.60 loss:-0.009258 fps:1384 +frame:8.71e+06 wall_t:6292 t:544375 epi:nan +opt_step:136064 lr:3.23e-05 clip_eps:0.1 entropy:1.072 +2026-01-08 00:28:06 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1041.00 total_reward_ma:1024.66 loss:-0.004692 fps:1384 +frame:8.72e+06 wall_t:6299 t:545000 epi:nan +opt_step:136224 lr:3.204e-05 clip_eps:0.1 entropy:1.113 +2026-01-08 00:28:13 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1043.80 total_reward_ma:1024.73 loss:0.008305 fps:1384 +frame:8.73e+06 wall_t:6306 t:545625 epi:nan +opt_step:136384 lr:3.179e-05 clip_eps:0.1 entropy:1.177 +2026-01-08 00:28:21 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1044.60 total_reward_ma:1024.82 loss:-0.005822 fps:1384 +frame:8.74e+06 wall_t:6313 t:546250 epi:nan +opt_step:136544 lr:3.153e-05 clip_eps:0.1 entropy:1.208 +2026-01-08 00:28:28 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1047.90 total_reward_ma:1024.95 loss:0.01052 fps:1384 +frame:8.75e+06 wall_t:6320 t:546875 epi:nan +opt_step:136704 lr:3.127e-05 clip_eps:0.1 entropy:1.187 +2026-01-08 00:28:34 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1045.40 total_reward_ma:1025.01 loss:-0.007423 fps:1385 +frame:8.76e+06 wall_t:6327 t:547500 epi:nan +opt_step:136864 lr:3.102e-05 clip_eps:0.1 entropy:1.131 +2026-01-08 00:28:41 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1050.00 total_reward_ma:1025.13 loss:0.001403 fps:1385 +frame:8.77e+06 wall_t:6334 t:548125 epi:nan +opt_step:137024 lr:3.076e-05 clip_eps:0.1 entropy:1.17 +2026-01-08 00:28:48 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1047.60 total_reward_ma:1025.21 loss:0.0003352 fps:1385 +frame:8.78e+06 wall_t:6341 t:548750 epi:nan +opt_step:137184 lr:3.051e-05 clip_eps:0.1 entropy:1.178 +2026-01-08 00:28:54 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1046.70 total_reward_ma:1025.29 loss:-0.008761 fps:1385 +frame:8.79e+06 wall_t:6347 t:549375 epi:nan +opt_step:137312 lr:3.03e-05 clip_eps:0.1 entropy:1.363 +2026-01-08 00:29:02 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1048.20 total_reward_ma:1025.43 loss:-0.006514 fps:1385 +frame:8.80e+06 wall_t:6355 t:550000 epi:nan +opt_step:137472 lr:3.004e-05 clip_eps:0.1 entropy:1.189 +2026-01-08 00:29:09 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1049.70 total_reward_ma:1025.59 loss:-0.002811 fps:1385 +frame:8.81e+06 wall_t:6362 t:550625 epi:nan +opt_step:137632 lr:2.979e-05 clip_eps:0.1 entropy:1.075 +2026-01-08 00:29:16 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1052.70 total_reward_ma:1025.80 loss:-0.001073 fps:1385 +frame:8.82e+06 wall_t:6369 t:551250 epi:nan +opt_step:137792 lr:2.953e-05 clip_eps:0.1 entropy:1.116 +2026-01-08 00:29:24 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1051.10 total_reward_ma:1025.95 loss:-0.001558 fps:1385 +frame:8.83e+06 wall_t:6377 t:551875 epi:nan +opt_step:137952 lr:2.928e-05 clip_eps:0.1 entropy:1.162 +2026-01-08 00:29:32 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1049.40 total_reward_ma:1026.06 loss:0.001233 fps:1384 +frame:8.84e+06 wall_t:6385 t:552500 epi:nan +opt_step:138112 lr:2.902e-05 clip_eps:0.1 entropy:1.14 +2026-01-08 00:29:39 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1048.90 total_reward_ma:1026.20 loss:-0.002454 fps:1385 +frame:8.85e+06 wall_t:6392 t:553125 epi:nan +opt_step:138272 lr:2.876e-05 clip_eps:0.1 entropy:1.252 +2026-01-08 00:29:46 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1050.20 total_reward_ma:1026.39 loss:-0.007082 fps:1385 +frame:8.86e+06 wall_t:6399 t:553750 epi:nan +opt_step:138432 lr:2.851e-05 clip_eps:0.1 entropy:1.175 +2026-01-08 00:29:54 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1053.00 total_reward_ma:1026.59 loss:-0.00462 fps:1385 +frame:8.87e+06 wall_t:6406 t:554375 epi:nan +opt_step:138592 lr:2.825e-05 clip_eps:0.1 entropy:1.243 +2026-01-08 00:30:00 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1052.40 total_reward_ma:1026.82 loss:0.0006838 fps:1385 +frame:8.88e+06 wall_t:6413 t:555000 epi:nan +opt_step:138720 lr:2.805e-05 clip_eps:0.1 entropy:1.17 +2026-01-08 00:30:07 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1054.10 total_reward_ma:1027.05 loss:-0.007588 fps:1385 +frame:8.89e+06 wall_t:6419 t:555625 epi:nan +opt_step:138880 lr:2.779e-05 clip_eps:0.1 entropy:1.234 +2026-01-08 00:30:13 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1050.20 total_reward_ma:1027.27 loss:-0.002108 fps:1385 +frame:8.90e+06 wall_t:6426 t:556250 epi:nan +opt_step:139040 lr:2.754e-05 clip_eps:0.1 entropy:1.115 +2026-01-08 00:30:21 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1043.30 total_reward_ma:1027.40 loss:0.0028 fps:1385 +frame:8.91e+06 wall_t:6433 t:556875 epi:nan +opt_step:139200 lr:2.728e-05 clip_eps:0.1 entropy:1.222 +2026-01-08 00:30:29 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1041.50 total_reward_ma:1027.52 loss:0.004019 fps:1385 +frame:8.92e+06 wall_t:6441 t:557500 epi:nan +opt_step:139360 lr:2.702e-05 clip_eps:0.1 entropy:1.193 +2026-01-08 00:30:36 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1038.60 total_reward_ma:1027.59 loss:-0.00447 fps:1385 +frame:8.93e+06 wall_t:6448 t:558125 epi:nan +opt_step:139520 lr:2.677e-05 clip_eps:0.1 entropy:1.083 +2026-01-08 00:30:42 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1036.40 total_reward_ma:1027.67 loss:-0.001042 fps:1385 +frame:8.94e+06 wall_t:6455 t:558750 epi:nan +opt_step:139680 lr:2.651e-05 clip_eps:0.1 entropy:1.123 +2026-01-08 00:30:49 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1037.00 total_reward_ma:1027.79 loss:-0.004076 fps:1385 +frame:8.95e+06 wall_t:6461 t:559375 epi:nan +opt_step:139840 lr:2.626e-05 clip_eps:0.1 entropy:1.153 +2026-01-08 00:30:55 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1038.90 total_reward_ma:1027.93 loss:0.0003587 fps:1385 +frame:8.96e+06 wall_t:6468 t:560000 epi:nan +opt_step:140000 lr:2.6e-05 clip_eps:0.1 entropy:1.171 +2026-01-08 00:31:02 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1038.30 total_reward_ma:1028.08 loss:-0.005246 fps:1385 +frame:8.97e+06 wall_t:6475 t:560625 epi:nan +opt_step:140128 lr:2.58e-05 clip_eps:0.1 entropy:1.08 +2026-01-08 00:31:09 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1036.30 total_reward_ma:1028.25 loss:-0.0009546 fps:1385 +frame:8.98e+06 wall_t:6482 t:561250 epi:nan +opt_step:140288 lr:2.554e-05 clip_eps:0.1 entropy:1.118 +2026-01-08 00:31:17 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1034.20 total_reward_ma:1028.41 loss:-0.005636 fps:1385 +frame:8.99e+06 wall_t:6489 t:561875 epi:nan +opt_step:140448 lr:2.528e-05 clip_eps:0.1 entropy:1.144 +2026-01-08 00:31:24 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1028.40 total_reward_ma:1028.54 loss:0.004032 fps:1385 +frame:9.00e+06 wall_t:6497 t:562500 epi:nan +opt_step:140608 lr:2.503e-05 clip_eps:0.1 entropy:1.171 +2026-01-08 00:31:31 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1026.00 total_reward_ma:1028.66 loss:0.001475 fps:1385 +frame:9.01e+06 wall_t:6504 t:563125 epi:nan +opt_step:140768 lr:2.477e-05 clip_eps:0.1 entropy:1.253 +2026-01-08 00:31:38 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1024.70 total_reward_ma:1028.73 loss:-0.001508 fps:1385 +frame:9.02e+06 wall_t:6511 t:563750 epi:nan +opt_step:140928 lr:2.452e-05 clip_eps:0.1 entropy:1.232 +2026-01-08 00:31:45 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1027.90 total_reward_ma:1028.85 loss:0.004458 fps:1386 +frame:9.03e+06 wall_t:6517 t:564375 epi:nan +opt_step:141088 lr:2.426e-05 clip_eps:0.1 entropy:1.059 +2026-01-08 00:31:51 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1029.10 total_reward_ma:1028.95 loss:0.0006035 fps:1386 +frame:9.04e+06 wall_t:6524 t:565000 epi:nan +opt_step:141248 lr:2.4e-05 clip_eps:0.1 entropy:1.14 +2026-01-08 00:31:58 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1031.90 total_reward_ma:1028.99 loss:-0.001059 fps:1386 +frame:9.05e+06 wall_t:6530 t:565625 epi:nan +opt_step:141376 lr:2.38e-05 clip_eps:0.1 entropy:1.209 +2026-01-08 00:32:05 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1026.40 total_reward_ma:1028.99 loss:5.94e-05 fps:1386 +frame:9.06e+06 wall_t:6538 t:566250 epi:nan +opt_step:141536 lr:2.354e-05 clip_eps:0.1 entropy:1.172 +2026-01-08 00:32:12 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1025.20 total_reward_ma:1029.01 loss:0.007544 fps:1386 +frame:9.07e+06 wall_t:6545 t:566875 epi:nan +opt_step:141696 lr:2.329e-05 clip_eps:0.1 entropy:1.213 +2026-01-08 00:32:19 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1023.30 total_reward_ma:1028.97 loss:0.014 fps:1386 +frame:9.08e+06 wall_t:6552 t:567500 epi:nan +opt_step:141856 lr:2.303e-05 clip_eps:0.1 entropy:1.259 +2026-01-08 00:32:26 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1021.80 total_reward_ma:1028.90 loss:-0.009364 fps:1386 +frame:9.09e+06 wall_t:6559 t:568125 epi:nan +opt_step:142016 lr:2.277e-05 clip_eps:0.1 entropy:1.094 +2026-01-08 00:32:33 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1025.50 total_reward_ma:1028.89 loss:-0.003171 fps:1386 +frame:9.10e+06 wall_t:6566 t:568750 epi:nan +opt_step:142176 lr:2.252e-05 clip_eps:0.1 entropy:1.203 +2026-01-08 00:32:41 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1030.60 total_reward_ma:1028.96 loss:0.001747 fps:1386 +frame:9.11e+06 wall_t:6573 t:569375 epi:nan +opt_step:142336 lr:2.226e-05 clip_eps:0.1 entropy:1.117 +2026-01-08 00:32:48 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1027.30 total_reward_ma:1029.03 loss:-0.007466 fps:1386 +frame:9.12e+06 wall_t:6581 t:570000 epi:nan +opt_step:142496 lr:2.201e-05 clip_eps:0.1 entropy:1.092 +2026-01-08 00:32:54 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1028.70 total_reward_ma:1029.10 loss:-3.493e-05 fps:1386 +frame:9.13e+06 wall_t:6587 t:570625 epi:nan +opt_step:142656 lr:2.175e-05 clip_eps:0.1 entropy:1.199 +2026-01-08 00:33:01 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1024.00 total_reward_ma:1029.07 loss:8.641e-05 fps:1386 +frame:9.14e+06 wall_t:6593 t:571250 epi:nan +opt_step:142784 lr:2.155e-05 clip_eps:0.1 entropy:1.281 +2026-01-08 00:33:08 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1022.80 total_reward_ma:1029.06 loss:-0.003907 fps:1386 +frame:9.15e+06 wall_t:6600 t:571875 epi:nan +opt_step:142944 lr:2.129e-05 clip_eps:0.1 entropy:1.144 +2026-01-08 00:33:14 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1021.70 total_reward_ma:1029.02 loss:-0.003761 fps:1386 +frame:9.16e+06 wall_t:6607 t:572500 epi:nan +opt_step:143104 lr:2.103e-05 clip_eps:0.1 entropy:1.187 +2026-01-08 00:33:22 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1024.70 total_reward_ma:1028.97 loss:0.001111 fps:1386 +frame:9.17e+06 wall_t:6614 t:573125 epi:nan +opt_step:143264 lr:2.078e-05 clip_eps:0.1 entropy:1.189 +2026-01-08 00:33:29 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1028.50 total_reward_ma:1028.94 loss:-0.001047 fps:1386 +frame:9.18e+06 wall_t:6622 t:573750 epi:nan +opt_step:143424 lr:2.052e-05 clip_eps:0.1 entropy:1.114 +2026-01-08 00:33:36 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1029.80 total_reward_ma:1028.93 loss:-0.009603 fps:1386 +frame:9.19e+06 wall_t:6629 t:574375 epi:nan +opt_step:143584 lr:2.027e-05 clip_eps:0.1 entropy:1.131 +2026-01-08 00:33:43 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1032.50 total_reward_ma:1028.93 loss:0.0003705 fps:1386 +frame:9.20e+06 wall_t:6636 t:575000 epi:nan +opt_step:143744 lr:2.001e-05 clip_eps:0.1 entropy:1.296 +2026-01-08 00:33:50 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1035.20 total_reward_ma:1028.93 loss:0.009424 fps:1387 +frame:9.21e+06 wall_t:6642 t:575625 epi:nan +opt_step:143904 lr:1.975e-05 clip_eps:0.1 entropy:1.155 +2026-01-08 00:33:56 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1033.40 total_reward_ma:1028.93 loss:-0.001661 fps:1387 +frame:9.22e+06 wall_t:6649 t:576250 epi:nan +opt_step:144032 lr:1.955e-05 clip_eps:0.1 entropy:1.147 +2026-01-08 00:34:03 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1032.80 total_reward_ma:1028.93 loss:-0.003292 fps:1387 +frame:9.23e+06 wall_t:6655 t:576875 epi:nan +opt_step:144192 lr:1.929e-05 clip_eps:0.1 entropy:1.301 +2026-01-08 00:34:10 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1032.20 total_reward_ma:1028.91 loss:-0.001827 fps:1387 +frame:9.24e+06 wall_t:6662 t:577500 epi:nan +opt_step:144352 lr:1.904e-05 clip_eps:0.1 entropy:1.152 +2026-01-08 00:34:17 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1038.30 total_reward_ma:1028.97 loss:-0.01063 fps:1387 +frame:9.25e+06 wall_t:6669 t:578125 epi:nan +opt_step:144512 lr:1.878e-05 clip_eps:0.1 entropy:1.129 +2026-01-08 00:34:24 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1040.00 total_reward_ma:1029.04 loss:0.009084 fps:1387 +frame:9.26e+06 wall_t:6677 t:578750 epi:nan +opt_step:144672 lr:1.852e-05 clip_eps:0.1 entropy:1.17 +2026-01-08 00:34:31 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1039.40 total_reward_ma:1029.16 loss:-0.001686 fps:1387 +frame:9.27e+06 wall_t:6684 t:579375 epi:nan +opt_step:144832 lr:1.827e-05 clip_eps:0.1 entropy:1.147 +2026-01-08 00:34:39 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1042.10 total_reward_ma:1029.31 loss:-0.003192 fps:1387 +frame:9.28e+06 wall_t:6691 t:580000 epi:nan +opt_step:144992 lr:1.801e-05 clip_eps:0.1 entropy:1.067 +2026-01-08 00:34:46 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1044.10 total_reward_ma:1029.49 loss:6.474e-05 fps:1387 +frame:9.29e+06 wall_t:6699 t:580625 epi:nan +opt_step:145152 lr:1.776e-05 clip_eps:0.1 entropy:1.092 +2026-01-08 00:34:53 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1040.90 total_reward_ma:1029.61 loss:-0.004901 fps:1387 +frame:9.30e+06 wall_t:6706 t:581250 epi:nan +opt_step:145312 lr:1.75e-05 clip_eps:0.1 entropy:1.105 +2026-01-08 00:35:00 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1045.40 total_reward_ma:1029.78 loss:0.001891 fps:1387 +frame:9.31e+06 wall_t:6712 t:581875 epi:nan +opt_step:145440 lr:1.73e-05 clip_eps:0.1 entropy:1.024 +2026-01-08 00:35:07 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1043.30 total_reward_ma:1029.97 loss:0.002971 fps:1387 +frame:9.32e+06 wall_t:6720 t:582500 epi:nan +opt_step:145600 lr:1.704e-05 clip_eps:0.1 entropy:1.106 +2026-01-08 00:35:14 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1044.00 total_reward_ma:1030.20 loss:-0.005223 fps:1387 +frame:9.33e+06 wall_t:6727 t:583125 epi:nan +opt_step:145760 lr:1.678e-05 clip_eps:0.1 entropy:1.076 +2026-01-08 00:35:22 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1045.30 total_reward_ma:1030.46 loss:0.0007973 fps:1387 +frame:9.34e+06 wall_t:6734 t:583750 epi:nan +opt_step:145920 lr:1.653e-05 clip_eps:0.1 entropy:1.13 +2026-01-08 00:35:29 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1044.00 total_reward_ma:1030.73 loss:-0.004934 fps:1387 +frame:9.35e+06 wall_t:6741 t:584375 epi:nan +opt_step:146080 lr:1.627e-05 clip_eps:0.1 entropy:1.064 +2026-01-08 00:35:35 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1048.10 total_reward_ma:1031.06 loss:0.002803 fps:1387 +frame:9.36e+06 wall_t:6748 t:585000 epi:nan +opt_step:146240 lr:1.602e-05 clip_eps:0.1 entropy:1.136 +2026-01-08 00:35:42 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1048.70 total_reward_ma:1031.39 loss:-0.001656 fps:1387 +frame:9.37e+06 wall_t:6755 t:585625 epi:nan +opt_step:146400 lr:1.576e-05 clip_eps:0.1 entropy:1.082 +2026-01-08 00:35:49 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1049.70 total_reward_ma:1031.77 loss:-0.002379 fps:1387 +frame:9.38e+06 wall_t:6761 t:586250 epi:nan +opt_step:146560 lr:1.55e-05 clip_eps:0.1 entropy:1.115 +2026-01-08 00:35:55 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1049.00 total_reward_ma:1032.16 loss:-0.00381 fps:1387 +frame:9.39e+06 wall_t:6768 t:586875 epi:nan +opt_step:146688 lr:1.53e-05 clip_eps:0.1 entropy:1.16 +2026-01-08 00:36:02 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1053.90 total_reward_ma:1032.65 loss:0.003003 fps:1388 +frame:9.40e+06 wall_t:6774 t:587500 epi:nan +opt_step:146848 lr:1.504e-05 clip_eps:0.1 entropy:1.161 +2026-01-08 00:36:09 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1051.80 total_reward_ma:1033.17 loss:-0.001012 fps:1387 +frame:9.41e+06 wall_t:6782 t:588125 epi:nan +opt_step:147008 lr:1.479e-05 clip_eps:0.1 entropy:1.098 +2026-01-08 00:36:16 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1051.00 total_reward_ma:1033.65 loss:-0.002728 fps:1388 +frame:9.42e+06 wall_t:6789 t:588750 epi:nan +opt_step:147168 lr:1.453e-05 clip_eps:0.1 entropy:1.134 +2026-01-08 00:36:23 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1051.30 total_reward_ma:1034.16 loss:0.01602 fps:1388 +frame:9.43e+06 wall_t:6796 t:589375 epi:nan +opt_step:147328 lr:1.428e-05 clip_eps:0.1 entropy:1.152 +2026-01-08 00:36:30 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1048.20 total_reward_ma:1034.68 loss:0.002153 fps:1388 +frame:9.44e+06 wall_t:6803 t:590000 epi:nan +opt_step:147488 lr:1.402e-05 clip_eps:0.1 entropy:1.145 +2026-01-08 00:36:37 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1045.90 total_reward_ma:1035.12 loss:-0.0002837 fps:1388 +frame:9.45e+06 wall_t:6810 t:590625 epi:nan +opt_step:147648 lr:1.376e-05 clip_eps:0.1 entropy:1.258 +2026-01-08 00:36:44 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1045.30 total_reward_ma:1035.50 loss:-0.002646 fps:1388 +frame:9.46e+06 wall_t:6817 t:591250 epi:nan +opt_step:147808 lr:1.351e-05 clip_eps:0.1 entropy:1.093 +2026-01-08 00:36:51 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1046.30 total_reward_ma:1035.88 loss:0.002269 fps:1388 +frame:9.47e+06 wall_t:6823 t:591875 epi:nan +opt_step:147968 lr:1.325e-05 clip_eps:0.1 entropy:1.158 +2026-01-08 00:36:58 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1045.20 total_reward_ma:1036.25 loss:0.001344 fps:1388 +frame:9.48e+06 wall_t:6830 t:592500 epi:nan +opt_step:148096 lr:1.305e-05 clip_eps:0.1 entropy:1.313 +2026-01-08 00:37:05 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1046.20 total_reward_ma:1036.60 loss:0.003867 fps:1388 +frame:9.49e+06 wall_t:6837 t:593125 epi:nan +opt_step:148256 lr:1.279e-05 clip_eps:0.1 entropy:1.097 +2026-01-08 00:37:12 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1044.50 total_reward_ma:1036.94 loss:-0.004308 fps:1388 +frame:9.50e+06 wall_t:6845 t:593750 epi:nan +opt_step:148416 lr:1.253e-05 clip_eps:0.1 entropy:1.142 +2026-01-08 00:37:20 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1041.30 total_reward_ma:1037.24 loss:-0.0001669 fps:1388 +frame:9.51e+06 wall_t:6852 t:594375 epi:nan +opt_step:148576 lr:1.228e-05 clip_eps:0.1 entropy:1.184 +2026-01-08 00:37:27 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1044.20 total_reward_ma:1037.57 loss:-0.0007937 fps:1388 +frame:9.52e+06 wall_t:6860 t:595000 epi:nan +opt_step:148736 lr:1.202e-05 clip_eps:0.1 entropy:1.17 +2026-01-08 00:37:35 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1044.30 total_reward_ma:1037.89 loss:-0.008037 fps:1388 +frame:9.53e+06 wall_t:6868 t:595625 epi:nan +opt_step:148896 lr:1.177e-05 clip_eps:0.1 entropy:1.154 +2026-01-08 00:37:42 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1047.30 total_reward_ma:1038.21 loss:-0.002345 fps:1388 +frame:9.54e+06 wall_t:6875 t:596250 epi:nan +opt_step:149056 lr:1.151e-05 clip_eps:0.1 entropy:1.256 +2026-01-08 00:37:49 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1043.70 total_reward_ma:1038.48 loss:-0.001637 fps:1388 +frame:9.55e+06 wall_t:6882 t:596875 epi:nan +opt_step:149216 lr:1.125e-05 clip_eps:0.1 entropy:1.245 +2026-01-08 00:37:56 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1042.80 total_reward_ma:1038.72 loss:-0.002977 fps:1388 +frame:9.56e+06 wall_t:6888 t:597500 epi:nan +opt_step:149344 lr:1.105e-05 clip_eps:0.1 entropy:1.156 +2026-01-08 00:38:03 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1044.00 total_reward_ma:1038.96 loss:-0.003677 fps:1388 +frame:9.57e+06 wall_t:6895 t:598125 epi:nan +opt_step:149504 lr:1.079e-05 clip_eps:0.1 entropy:1.217 +2026-01-08 00:38:10 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1037.80 total_reward_ma:1039.11 loss:-0.00187 fps:1388 +frame:9.58e+06 wall_t:6903 t:598750 epi:nan +opt_step:149664 lr:1.054e-05 clip_eps:0.1 entropy:1.16 +2026-01-08 00:38:18 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1037.70 total_reward_ma:1039.23 loss:-0.00195 fps:1388 +frame:9.59e+06 wall_t:6910 t:599375 epi:nan +opt_step:149824 lr:1.028e-05 clip_eps:0.1 entropy:1.086 +2026-01-08 00:38:25 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1037.60 total_reward_ma:1039.29 loss:0.001926 fps:1388 +frame:9.60e+06 wall_t:6917 t:600000 epi:nan +opt_step:149984 lr:1.003e-05 clip_eps:0.1 entropy:1.179 +2026-01-08 00:38:32 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1039.10 total_reward_ma:1039.37 loss:-0.000239 fps:1388 +frame:9.61e+06 wall_t:6924 t:600625 epi:nan +opt_step:150144 lr:9.77e-06 clip_eps:0.1 entropy:1.194 +2026-01-08 00:38:39 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1042.80 total_reward_ma:1039.51 loss:0.006032 fps:1388 +frame:9.62e+06 wall_t:6932 t:601250 epi:nan +opt_step:150304 lr:9.514e-06 clip_eps:0.1 entropy:1.234 +2026-01-08 00:38:46 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1037.40 total_reward_ma:1039.57 loss:-0.0005177 fps:1388 +frame:9.63e+06 wall_t:6939 t:601875 epi:nan +opt_step:150464 lr:9.258e-06 clip_eps:0.1 entropy:1.179 +2026-01-08 00:38:53 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1038.80 total_reward_ma:1039.62 loss:-0.00053 fps:1388 +frame:9.64e+06 wall_t:6946 t:602500 epi:nan +opt_step:150624 lr:9.002e-06 clip_eps:0.1 entropy:1.184 +2026-01-08 00:39:00 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1041.40 total_reward_ma:1039.70 loss:-0.001944 fps:1388 +frame:9.65e+06 wall_t:6952 t:603125 epi:nan +opt_step:150752 lr:8.797e-06 clip_eps:0.1 entropy:1.103 +2026-01-08 00:39:07 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1042.40 total_reward_ma:1039.81 loss:-0.0008394 fps:1388 +frame:9.66e+06 wall_t:6959 t:603750 epi:nan +opt_step:150912 lr:8.541e-06 clip_eps:0.1 entropy:1.146 +2026-01-08 00:39:14 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1041.20 total_reward_ma:1039.92 loss:-0.0007805 fps:1388 +frame:9.67e+06 wall_t:6966 t:604375 epi:nan +opt_step:151072 lr:8.285e-06 clip_eps:0.1 entropy:1.219 +2026-01-08 00:39:20 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1043.70 total_reward_ma:1040.05 loss:0.003107 fps:1388 +frame:9.68e+06 wall_t:6973 t:605000 epi:nan +opt_step:151232 lr:8.029e-06 clip_eps:0.1 entropy:1.108 +2026-01-08 00:39:27 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1044.00 total_reward_ma:1040.18 loss:0.0007847 fps:1388 +frame:9.69e+06 wall_t:6980 t:605625 epi:nan +opt_step:151392 lr:7.773e-06 clip_eps:0.1 entropy:1.095 +2026-01-08 00:39:34 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1042.00 total_reward_ma:1040.27 loss:0.005012 fps:1388 +frame:9.70e+06 wall_t:6987 t:606250 epi:nan +opt_step:151552 lr:7.517e-06 clip_eps:0.1 entropy:1.246 +2026-01-08 00:39:41 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1044.10 total_reward_ma:1040.35 loss:-0.001709 fps:1388 +frame:9.71e+06 wall_t:6994 t:606875 epi:nan +opt_step:151712 lr:7.261e-06 clip_eps:0.1 entropy:1.178 +2026-01-08 00:39:49 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1050.60 total_reward_ma:1040.45 loss:0.0001962 fps:1388 +frame:9.72e+06 wall_t:7001 t:607500 epi:nan +opt_step:151872 lr:7.005e-06 clip_eps:0.1 entropy:1.175 +2026-01-08 00:39:55 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1052.90 total_reward_ma:1040.54 loss:0.002203 fps:1388 +frame:9.73e+06 wall_t:7008 t:608125 epi:nan +opt_step:152000 lr:6.8e-06 clip_eps:0.1 entropy:1.266 +2026-01-08 00:40:02 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1051.10 total_reward_ma:1040.61 loss:-0.003052 fps:1389 +frame:9.74e+06 wall_t:7014 t:608750 epi:nan +opt_step:152160 lr:6.544e-06 clip_eps:0.1 entropy:1.083 +2026-01-08 00:40:09 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1055.10 total_reward_ma:1040.68 loss:-0.00224 fps:1389 +frame:9.75e+06 wall_t:7021 t:609375 epi:nan +opt_step:152320 lr:6.288e-06 clip_eps:0.1 entropy:1.071 +2026-01-08 00:40:16 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1053.50 total_reward_ma:1040.76 loss:-0.00103 fps:1389 +frame:9.76e+06 wall_t:7028 t:610000 epi:nan +opt_step:152480 lr:6.032e-06 clip_eps:0.1 entropy:1.077 +2026-01-08 00:40:23 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1057.80 total_reward_ma:1040.84 loss:0.003384 fps:1389 +frame:9.77e+06 wall_t:7035 t:610625 epi:nan +opt_step:152640 lr:5.776e-06 clip_eps:0.1 entropy:1.082 +2026-01-08 00:40:30 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1060.80 total_reward_ma:1040.97 loss:0.001069 fps:1389 +frame:9.78e+06 wall_t:7042 t:611250 epi:nan +opt_step:152800 lr:5.52e-06 clip_eps:0.1 entropy:1.006 +2026-01-08 00:40:37 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1058.70 total_reward_ma:1041.09 loss:0.008697 fps:1389 +frame:9.79e+06 wall_t:7049 t:611875 epi:nan +opt_step:152960 lr:5.264e-06 clip_eps:0.1 entropy:1.212 +2026-01-08 00:40:44 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1057.70 total_reward_ma:1041.18 loss:0.002483 fps:1389 +frame:9.80e+06 wall_t:7056 t:612500 epi:nan +opt_step:153120 lr:5.008e-06 clip_eps:0.1 entropy:1.236 +2026-01-08 00:40:51 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1057.30 total_reward_ma:1041.26 loss:-0.004495 fps:1389 +frame:9.81e+06 wall_t:7063 t:613125 epi:nan +opt_step:153280 lr:4.752e-06 clip_eps:0.1 entropy:1.065 +2026-01-08 00:40:58 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1056.30 total_reward_ma:1041.30 loss:-0.0006885 fps:1389 +frame:9.82e+06 wall_t:7070 t:613750 epi:nan +opt_step:153408 lr:4.547e-06 clip_eps:0.1 entropy:1.172 +2026-01-08 00:41:04 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1062.00 total_reward_ma:1041.40 loss:0.0009784 fps:1389 +frame:9.83e+06 wall_t:7077 t:614375 epi:nan +opt_step:153568 lr:4.291e-06 clip_eps:0.1 entropy:1.176 +2026-01-08 00:41:11 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1060.60 total_reward_ma:1041.52 loss:0.002885 fps:1389 +frame:9.84e+06 wall_t:7084 t:615000 epi:nan +opt_step:153728 lr:4.035e-06 clip_eps:0.1 entropy:1.18 +2026-01-08 00:41:18 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1061.10 total_reward_ma:1041.64 loss:0.003101 fps:1389 +frame:9.85e+06 wall_t:7091 t:615625 epi:nan +opt_step:153888 lr:3.779e-06 clip_eps:0.1 entropy:1.167 +2026-01-08 00:41:25 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1058.00 total_reward_ma:1041.72 loss:0.0001326 fps:1389 +frame:9.86e+06 wall_t:7098 t:616250 epi:nan +opt_step:154048 lr:3.523e-06 clip_eps:0.1 entropy:1.185 +2026-01-08 00:41:32 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1056.70 total_reward_ma:1041.75 loss:-0.002442 fps:1389 +frame:9.87e+06 wall_t:7104 t:616875 epi:nan +opt_step:154208 lr:3.267e-06 clip_eps:0.1 entropy:1.087 +2026-01-08 00:41:39 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1053.50 total_reward_ma:1041.76 loss:-0.00027 fps:1389 +frame:9.88e+06 wall_t:7111 t:617500 epi:nan +opt_step:154368 lr:3.011e-06 clip_eps:0.1 entropy:1.199 +2026-01-08 00:41:46 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1054.60 total_reward_ma:1041.77 loss:0.002482 fps:1389 +frame:9.89e+06 wall_t:7118 t:618125 epi:nan +opt_step:154528 lr:2.755e-06 clip_eps:0.1 entropy:1.188 +2026-01-08 00:41:53 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1057.30 total_reward_ma:1041.84 loss:0.007181 fps:1389 +frame:9.90e+06 wall_t:7125 t:618750 epi:nan +opt_step:154656 lr:2.55e-06 clip_eps:0.1 entropy:1.148 +2026-01-08 00:42:00 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1057.30 total_reward_ma:1041.98 loss:-0.001536 fps:1389 +frame:9.91e+06 wall_t:7133 t:619375 epi:nan +opt_step:154816 lr:2.294e-06 clip_eps:0.1 entropy:1.136 +2026-01-08 00:42:08 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1055.80 total_reward_ma:1042.12 loss:0.002393 fps:1389 +frame:9.92e+06 wall_t:7140 t:620000 epi:nan +opt_step:154976 lr:2.038e-06 clip_eps:0.1 entropy:1.212 +2026-01-08 00:42:15 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1055.50 total_reward_ma:1042.29 loss:0.005909 fps:1389 +frame:9.93e+06 wall_t:7147 t:620625 epi:nan +opt_step:155136 lr:1.782e-06 clip_eps:0.1 entropy:1.127 +2026-01-08 00:42:21 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1054.90 total_reward_ma:1042.48 loss:-0.003948 fps:1389 +frame:9.94e+06 wall_t:7154 t:621250 epi:nan +opt_step:155296 lr:1.526e-06 clip_eps:0.1 entropy:1.066 +2026-01-08 00:42:27 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1054.50 total_reward_ma:1042.65 loss:0.008691 fps:1390 +frame:9.95e+06 wall_t:7160 t:621875 epi:nan +opt_step:155456 lr:1.27e-06 clip_eps:0.1 entropy:1.301 +2026-01-08 00:42:33 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1052.00 total_reward_ma:1042.78 loss:0.004128 fps:1390 +frame:9.96e+06 wall_t:7166 t:622500 epi:nan +opt_step:155616 lr:1.014e-06 clip_eps:0.1 entropy:1.102 +2026-01-08 00:42:40 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1051.80 total_reward_ma:1042.92 loss:-0.0006381 fps:1390 +frame:9.97e+06 wall_t:7172 t:623125 epi:nan +opt_step:155776 lr:7.584e-07 clip_eps:0.1 entropy:1.118 +2026-01-08 00:42:46 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1052.80 total_reward_ma:1043.08 loss:0.0119 fps:1390 +frame:9.98e+06 wall_t:7179 t:623750 epi:nan +opt_step:155936 lr:5.024e-07 clip_eps:0.1 entropy:1.11 +2026-01-08 00:42:51 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1053.10 total_reward_ma:1043.27 loss:-0.001169 fps:1391 +frame:9.99e+06 wall_t:7184 t:624375 epi:nan +opt_step:156064 lr:2.976e-07 clip_eps:0.1 entropy:1.123 +2026-01-08 00:42:57 | INFO | PID:3054 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_bankheist_t0_s2 [train] +total_reward:1055.50 total_reward_ma:1043.54 loss:0.0008721 fps:1391 +frame:1.00e+07 wall_t:7189 t:625000 epi:nan +opt_step:156224 lr:4.16e-08 clip_eps:0.1 entropy:1.081 +2026-01-08 00:42:58 | INFO | PID:3054 | slm_lab.lib.logger:info | Session 2 done diff --git a/data/ppo_atari_lam85_bankheist_2026_01_07_224300/log/ppo_atari_lam85_bankheist_t0_s3.log b/data/ppo_atari_lam85_bankheist_2026_01_07_224300/log/ppo_atari_lam85_bankheist_t0_s3.log new file mode 100644 index 0000000000000000000000000000000000000000..bff74a177c4fab99cbf5f941d10d00fe0498434a --- /dev/null +++ b/data/ppo_atari_lam85_bankheist_2026_01_07_224300/log/ppo_atari_lam85_bankheist_t0_s3.log @@ -0,0 +1,4002 @@ +2026-01-07 22:43:04 | INFO | PID:3055 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-07 22:43:50 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:10.00 total_reward_ma:10.00 loss:-0.03289 fps:232.6 +frame:1.00e+04 wall_t:43 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:2.84 +2026-01-07 22:43:58 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:12.06 total_reward_ma:11.03 loss:-0.03885 fps:400 +frame:2.00e+04 wall_t:50 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:2.83 +2026-01-07 22:44:05 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:13.27 total_reward_ma:11.78 loss:-0.03373 fps:517.2 +frame:3.00e+04 wall_t:58 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:2.776 +2026-01-07 22:44:15 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:14.73 total_reward_ma:12.51 loss:-0.03388 fps:597 +frame:4.00e+04 wall_t:67 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:2.783 +2026-01-07 22:44:25 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:14.58 total_reward_ma:12.93 loss:-0.03558 fps:641 +frame:5.00e+04 wall_t:78 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:2.76 +2026-01-07 22:44:38 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:15.60 total_reward_ma:13.37 loss:-0.03558 fps:666.7 +frame:6.00e+04 wall_t:90 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:2.765 +2026-01-07 22:44:46 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:16.00 total_reward_ma:13.75 loss:-0.03321 fps:714.3 +frame:7.00e+04 wall_t:98 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:2.697 +2026-01-07 22:44:54 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:15.70 total_reward_ma:13.99 loss:-0.03284 fps:747.7 +frame:8.00e+04 wall_t:107 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:2.686 +2026-01-07 22:45:02 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:14.70 total_reward_ma:14.07 loss:-0.03397 fps:789.5 +frame:9.00e+04 wall_t:114 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:2.693 +2026-01-07 22:45:09 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:14.80 total_reward_ma:14.14 loss:-0.03294 fps:819.7 +frame:1.00e+05 wall_t:122 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:2.689 +2026-01-07 22:45:17 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:15.20 total_reward_ma:14.24 loss:-0.02968 fps:852.7 +frame:1.10e+05 wall_t:129 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:2.594 +2026-01-07 22:45:26 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:16.00 total_reward_ma:14.39 loss:-0.03339 fps:863.3 +frame:1.20e+05 wall_t:139 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:2.574 +2026-01-07 22:45:35 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:15.90 total_reward_ma:14.50 loss:-0.0313 fps:878.4 +frame:1.30e+05 wall_t:148 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:2.606 +2026-01-07 22:45:43 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:17.00 total_reward_ma:14.68 loss:-0.03408 fps:897.4 +frame:1.40e+05 wall_t:156 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:2.66 +2026-01-07 22:45:51 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:16.70 total_reward_ma:14.82 loss:-0.03125 fps:920.2 +frame:1.50e+05 wall_t:163 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:2.593 +2026-01-07 22:45:59 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:17.80 total_reward_ma:15.00 loss:-0.03153 fps:935.7 +frame:1.60e+05 wall_t:171 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:2.566 +2026-01-07 22:46:07 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:17.80 total_reward_ma:15.17 loss:-0.03259 fps:944.4 +frame:1.70e+05 wall_t:180 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:2.604 +2026-01-07 22:46:14 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:18.10 total_reward_ma:15.33 loss:-0.03295 fps:962.6 +frame:1.80e+05 wall_t:187 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:2.582 +2026-01-07 22:46:22 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:17.60 total_reward_ma:15.45 loss:-0.03029 fps:974.4 +frame:1.90e+05 wall_t:195 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:2.5 +2026-01-07 22:46:31 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:19.20 total_reward_ma:15.64 loss:-0.03054 fps:985.2 +frame:2.00e+05 wall_t:203 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:2.517 +2026-01-07 22:46:38 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:21.00 total_reward_ma:15.89 loss:-0.03167 fps:995.3 +frame:2.10e+05 wall_t:211 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:2.455 +2026-01-07 22:46:46 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:20.80 total_reward_ma:16.12 loss:-0.03167 fps:1005 +frame:2.20e+05 wall_t:219 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:2.428 +2026-01-07 22:46:54 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:21.30 total_reward_ma:16.34 loss:-0.03347 fps:1013 +frame:2.30e+05 wall_t:227 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:2.594 +2026-01-07 22:47:02 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:22.30 total_reward_ma:16.59 loss:-0.03268 fps:1021 +frame:2.40e+05 wall_t:235 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:2.482 +2026-01-07 22:47:10 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:22.30 total_reward_ma:16.82 loss:-0.03363 fps:1029 +frame:2.50e+05 wall_t:243 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:2.599 +2026-01-07 22:47:17 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:19.80 total_reward_ma:16.93 loss:-0.03522 fps:1040 +frame:2.60e+05 wall_t:250 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:2.598 +2026-01-07 22:47:25 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:18.90 total_reward_ma:17.01 loss:-0.02924 fps:1047 +frame:2.70e+05 wall_t:258 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:2.514 +2026-01-07 22:47:34 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:18.00 total_reward_ma:17.04 loss:-0.02912 fps:1053 +frame:2.80e+05 wall_t:266 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:2.478 +2026-01-07 22:47:42 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:19.30 total_reward_ma:17.12 loss:-0.02711 fps:1055 +frame:2.90e+05 wall_t:275 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:2.473 +2026-01-07 22:47:50 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:19.30 total_reward_ma:17.19 loss:-0.03026 fps:1064 +frame:3.00e+05 wall_t:282 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:2.505 +2026-01-07 22:47:57 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:20.20 total_reward_ma:17.29 loss:-0.02936 fps:1069 +frame:3.10e+05 wall_t:290 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:2.471 +2026-01-07 22:48:05 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:20.50 total_reward_ma:17.39 loss:-0.02916 fps:1074 +frame:3.20e+05 wall_t:298 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:2.5 +2026-01-07 22:48:13 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:21.60 total_reward_ma:17.52 loss:-0.02935 fps:1078 +frame:3.30e+05 wall_t:306 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:2.381 +2026-01-07 22:48:21 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:21.70 total_reward_ma:17.64 loss:-0.02958 fps:1083 +frame:3.40e+05 wall_t:314 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:2.381 +2026-01-07 22:48:29 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:22.00 total_reward_ma:17.76 loss:-0.0265 fps:1090 +frame:3.50e+05 wall_t:321 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:2.323 +2026-01-07 22:48:38 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:21.60 total_reward_ma:17.87 loss:-0.0297 fps:1091 +frame:3.60e+05 wall_t:330 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:2.443 +2026-01-07 22:48:46 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:22.60 total_reward_ma:18.00 loss:-0.0308 fps:1095 +frame:3.70e+05 wall_t:338 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:2.396 +2026-01-07 22:48:54 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:22.30 total_reward_ma:18.11 loss:-0.03037 fps:1098 +frame:3.80e+05 wall_t:346 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:2.514 +2026-01-07 22:49:02 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:24.50 total_reward_ma:18.28 loss:-0.03126 fps:1102 +frame:3.90e+05 wall_t:354 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:2.402 +2026-01-07 22:49:10 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:23.60 total_reward_ma:18.41 loss:-0.0286 fps:1105 +frame:4.00e+05 wall_t:362 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:2.305 +2026-01-07 22:49:18 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:24.20 total_reward_ma:18.55 loss:-0.03053 fps:1108 +frame:4.10e+05 wall_t:370 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:2.435 +2026-01-07 22:49:26 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:25.20 total_reward_ma:18.71 loss:-0.0269 fps:1111 +frame:4.20e+05 wall_t:378 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:2.398 +2026-01-07 22:49:34 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:26.90 total_reward_ma:18.90 loss:-0.02993 fps:1114 +frame:4.30e+05 wall_t:386 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:2.359 +2026-01-07 22:49:43 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:27.40 total_reward_ma:19.09 loss:-0.02473 fps:1111 +frame:4.40e+05 wall_t:396 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:2.164 +2026-01-07 22:49:53 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:28.10 total_reward_ma:19.29 loss:-0.02236 fps:1111 +frame:4.50e+05 wall_t:405 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:2.065 +2026-01-07 22:50:02 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:28.40 total_reward_ma:19.49 loss:-0.02952 fps:1111 +frame:4.60e+05 wall_t:414 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:2.191 +2026-01-07 22:50:10 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:27.60 total_reward_ma:19.66 loss:-0.02242 fps:1114 +frame:4.70e+05 wall_t:422 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:1.839 +2026-01-07 22:50:18 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:27.80 total_reward_ma:19.83 loss:-0.01984 fps:1114 +frame:4.80e+05 wall_t:431 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:1.856 +2026-01-07 22:50:26 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:28.00 total_reward_ma:20.00 loss:-0.02222 fps:1116 +frame:4.90e+05 wall_t:439 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:1.88 +2026-01-07 22:50:34 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:27.50 total_reward_ma:20.15 loss:-0.02485 fps:1121 +frame:5.00e+05 wall_t:446 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:2.031 +2026-01-07 22:50:42 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:26.60 total_reward_ma:20.28 loss:-0.02236 fps:1123 +frame:5.10e+05 wall_t:454 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:1.895 +2026-01-07 22:50:49 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:27.80 total_reward_ma:20.42 loss:-0.02125 fps:1126 +frame:5.20e+05 wall_t:462 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:1.939 +2026-01-07 22:50:57 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:28.00 total_reward_ma:20.56 loss:-0.02148 fps:1130 +frame:5.30e+05 wall_t:469 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:1.932 +2026-01-07 22:51:05 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:28.40 total_reward_ma:20.71 loss:-0.02247 fps:1132 +frame:5.40e+05 wall_t:477 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:1.741 +2026-01-07 22:51:13 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:29.00 total_reward_ma:20.86 loss:-0.02463 fps:1132 +frame:5.50e+05 wall_t:486 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:2.03 +2026-01-07 22:51:21 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:30.50 total_reward_ma:21.03 loss:-0.02393 fps:1136 +frame:5.60e+05 wall_t:493 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:2.029 +2026-01-07 22:51:28 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:31.70 total_reward_ma:21.22 loss:-0.02321 fps:1138 +frame:5.70e+05 wall_t:501 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:1.909 +2026-01-07 22:51:37 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:32.30 total_reward_ma:21.41 loss:-0.02024 fps:1139 +frame:5.80e+05 wall_t:509 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:1.836 +2026-01-07 22:51:44 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:31.50 total_reward_ma:21.58 loss:-0.01966 fps:1141 +frame:5.90e+05 wall_t:517 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:1.77 +2026-01-07 22:51:52 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:33.40 total_reward_ma:21.78 loss:-0.02212 fps:1145 +frame:6.00e+05 wall_t:524 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:1.778 +2026-01-07 22:52:01 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:32.00 total_reward_ma:21.94 loss:-0.01801 fps:1144 +frame:6.10e+05 wall_t:533 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:2.021 +2026-01-07 22:52:09 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:33.00 total_reward_ma:22.12 loss:-0.02296 fps:1144 +frame:6.20e+05 wall_t:542 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:1.929 +2026-01-07 22:52:17 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:32.30 total_reward_ma:22.28 loss:-0.02075 fps:1145 +frame:6.30e+05 wall_t:550 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:1.721 +2026-01-07 22:52:25 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:30.80 total_reward_ma:22.42 loss:-0.02493 fps:1147 +frame:6.40e+05 wall_t:558 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:1.945 +2026-01-07 22:52:33 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:28.90 total_reward_ma:22.52 loss:-0.0224 fps:1148 +frame:6.50e+05 wall_t:566 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:1.937 +2026-01-07 22:52:42 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:28.90 total_reward_ma:22.61 loss:-0.0246 fps:1148 +frame:6.60e+05 wall_t:575 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:1.845 +2026-01-07 22:52:51 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:29.10 total_reward_ma:22.71 loss:-0.02257 fps:1147 +frame:6.70e+05 wall_t:584 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:1.785 +2026-01-07 22:53:00 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:29.70 total_reward_ma:22.81 loss:-0.0219 fps:1149 +frame:6.80e+05 wall_t:592 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:1.859 +2026-01-07 22:53:07 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:29.60 total_reward_ma:22.91 loss:-0.02675 fps:1150 +frame:6.90e+05 wall_t:600 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:2.077 +2026-01-07 22:53:16 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:29.90 total_reward_ma:23.01 loss:-0.02246 fps:1151 +frame:7.00e+05 wall_t:608 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:1.809 +2026-01-07 22:53:23 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:30.70 total_reward_ma:23.12 loss:-0.02654 fps:1154 +frame:7.10e+05 wall_t:615 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:2.094 +2026-01-07 22:53:30 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:31.70 total_reward_ma:23.24 loss:-0.02517 fps:1158 +frame:7.20e+05 wall_t:622 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:1.968 +2026-01-07 22:53:37 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:32.20 total_reward_ma:23.36 loss:-0.02182 fps:1159 +frame:7.30e+05 wall_t:630 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:1.939 +2026-01-07 22:53:44 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:31.50 total_reward_ma:23.47 loss:-0.02286 fps:1162 +frame:7.40e+05 wall_t:637 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:1.99 +2026-01-07 22:53:51 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:32.40 total_reward_ma:23.59 loss:-0.02748 fps:1165 +frame:7.50e+05 wall_t:644 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:1.998 +2026-01-07 22:53:58 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:32.60 total_reward_ma:23.71 loss:-0.02562 fps:1167 +frame:7.60e+05 wall_t:651 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:1.998 +2026-01-07 22:54:05 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:31.90 total_reward_ma:23.82 loss:-0.02873 fps:1172 +frame:7.70e+05 wall_t:657 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:2.096 +2026-01-07 22:54:12 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:32.30 total_reward_ma:23.92 loss:-0.01995 fps:1175 +frame:7.80e+05 wall_t:664 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:1.744 +2026-01-07 22:54:19 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:32.40 total_reward_ma:24.03 loss:-0.02388 fps:1177 +frame:7.90e+05 wall_t:671 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:2.089 +2026-01-07 22:54:25 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:33.00 total_reward_ma:24.14 loss:-0.02244 fps:1180 +frame:8.00e+05 wall_t:678 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:1.843 +2026-01-07 22:54:32 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:33.50 total_reward_ma:24.26 loss:-0.02038 fps:1184 +frame:8.10e+05 wall_t:684 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:1.834 +2026-01-07 22:54:39 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:33.70 total_reward_ma:24.37 loss:-0.02229 fps:1185 +frame:8.20e+05 wall_t:692 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:1.994 +2026-01-07 22:54:46 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:34.20 total_reward_ma:24.49 loss:-0.0229 fps:1189 +frame:8.30e+05 wall_t:698 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:1.937 +2026-01-07 22:54:52 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:35.40 total_reward_ma:24.62 loss:-0.02201 fps:1191 +frame:8.40e+05 wall_t:705 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:1.88 +2026-01-07 22:54:59 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:35.20 total_reward_ma:24.75 loss:-0.0239 fps:1194 +frame:8.50e+05 wall_t:712 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:1.92 +2026-01-07 22:55:05 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:34.00 total_reward_ma:24.86 loss:-0.02579 fps:1198 +frame:8.60e+05 wall_t:718 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:2.126 +2026-01-07 22:55:12 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:33.60 total_reward_ma:24.96 loss:-0.02205 fps:1202 +frame:8.70e+05 wall_t:724 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:1.886 +2026-01-07 22:55:19 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:34.20 total_reward_ma:25.06 loss:-0.02728 fps:1204 +frame:8.80e+05 wall_t:731 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:2.004 +2026-01-07 22:55:26 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:35.80 total_reward_ma:25.18 loss:-0.02561 fps:1204 +frame:8.90e+05 wall_t:739 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:2.228 +2026-01-07 22:55:34 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:36.60 total_reward_ma:25.31 loss:-0.0303 fps:1206 +frame:9.00e+05 wall_t:746 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:2.121 +2026-01-07 22:55:42 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:37.00 total_reward_ma:25.44 loss:-0.02173 fps:1207 +frame:9.10e+05 wall_t:754 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:1.882 +2026-01-07 22:55:49 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:36.80 total_reward_ma:25.56 loss:-0.02728 fps:1209 +frame:9.20e+05 wall_t:761 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:2.1 +2026-01-07 22:55:56 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:38.00 total_reward_ma:25.69 loss:-0.02228 fps:1211 +frame:9.30e+05 wall_t:768 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:1.942 +2026-01-07 22:56:02 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:37.20 total_reward_ma:25.82 loss:-0.02024 fps:1213 +frame:9.40e+05 wall_t:775 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:1.481 +2026-01-07 22:56:09 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:37.90 total_reward_ma:25.94 loss:-0.02378 fps:1215 +frame:9.50e+05 wall_t:782 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:1.881 +2026-01-07 22:56:16 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:37.00 total_reward_ma:26.06 loss:-0.02277 fps:1217 +frame:9.60e+05 wall_t:789 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:2.034 +2026-01-07 22:56:23 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:39.20 total_reward_ma:26.19 loss:-0.0226 fps:1220 +frame:9.70e+05 wall_t:795 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:1.991 +2026-01-07 22:56:30 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:41.70 total_reward_ma:26.35 loss:-0.02289 fps:1222 +frame:9.80e+05 wall_t:802 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:2.047 +2026-01-07 22:56:37 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:41.10 total_reward_ma:26.50 loss:-0.02188 fps:1224 +frame:9.90e+05 wall_t:809 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:1.917 +2026-01-07 22:56:44 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:43.80 total_reward_ma:26.67 loss:-0.02114 fps:1225 +frame:1.00e+06 wall_t:816 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:1.807 +2026-01-07 22:56:50 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:44.30 total_reward_ma:27.02 loss:-0.02305 fps:1227 +frame:1.01e+06 wall_t:823 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:1.936 +2026-01-07 22:56:57 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:44.60 total_reward_ma:27.34 loss:-0.02276 fps:1229 +frame:1.02e+06 wall_t:830 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:1.916 +2026-01-07 22:57:04 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:44.90 total_reward_ma:27.66 loss:-0.02394 fps:1231 +frame:1.03e+06 wall_t:837 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:1.747 +2026-01-07 22:57:11 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:44.50 total_reward_ma:27.96 loss:-0.02427 fps:1234 +frame:1.04e+06 wall_t:843 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:1.881 +2026-01-07 22:57:18 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:44.70 total_reward_ma:28.26 loss:-0.02171 fps:1234 +frame:1.05e+06 wall_t:851 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:1.845 +2026-01-07 22:57:26 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:44.10 total_reward_ma:28.54 loss:-0.02228 fps:1235 +frame:1.06e+06 wall_t:858 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:1.93 +2026-01-07 22:57:33 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:44.60 total_reward_ma:28.83 loss:-0.02652 fps:1237 +frame:1.07e+06 wall_t:865 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:1.932 +2026-01-07 22:57:40 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:44.30 total_reward_ma:29.11 loss:-0.02444 fps:1237 +frame:1.08e+06 wall_t:873 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:1.937 +2026-01-07 22:57:47 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:43.80 total_reward_ma:29.41 loss:-0.02494 fps:1239 +frame:1.09e+06 wall_t:880 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:1.852 +2026-01-07 22:57:54 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:44.70 total_reward_ma:29.71 loss:-0.02086 fps:1240 +frame:1.10e+06 wall_t:887 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:1.622 +2026-01-07 22:58:01 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:45.50 total_reward_ma:30.01 loss:-0.02315 fps:1242 +frame:1.11e+06 wall_t:894 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:1.855 +2026-01-07 22:58:09 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:43.20 total_reward_ma:30.28 loss:-0.02324 fps:1242 +frame:1.12e+06 wall_t:902 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:1.908 +2026-01-07 22:58:17 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:44.20 total_reward_ma:30.56 loss:-0.02402 fps:1243 +frame:1.13e+06 wall_t:909 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:1.818 +2026-01-07 22:58:24 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:44.00 total_reward_ma:30.83 loss:-0.0249 fps:1245 +frame:1.14e+06 wall_t:916 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:1.956 +2026-01-07 22:58:30 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:44.00 total_reward_ma:31.11 loss:-0.02071 fps:1246 +frame:1.15e+06 wall_t:923 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:1.83 +2026-01-07 22:58:37 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:44.50 total_reward_ma:31.37 loss:-0.02545 fps:1247 +frame:1.16e+06 wall_t:930 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:1.897 +2026-01-07 22:58:44 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:44.60 total_reward_ma:31.64 loss:-0.0233 fps:1249 +frame:1.17e+06 wall_t:937 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:1.834 +2026-01-07 22:58:52 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:45.50 total_reward_ma:31.92 loss:-0.01839 fps:1250 +frame:1.18e+06 wall_t:944 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:1.724 +2026-01-07 22:58:59 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:44.50 total_reward_ma:32.18 loss:-0.01887 fps:1250 +frame:1.19e+06 wall_t:952 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:1.842 +2026-01-07 22:59:06 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:45.40 total_reward_ma:32.45 loss:-0.02254 fps:1251 +frame:1.20e+06 wall_t:959 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:1.795 +2026-01-07 22:59:13 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:45.70 total_reward_ma:32.69 loss:-0.02341 fps:1254 +frame:1.21e+06 wall_t:965 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:1.965 +2026-01-07 22:59:20 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:46.50 total_reward_ma:32.95 loss:-0.02087 fps:1255 +frame:1.22e+06 wall_t:972 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:1.822 +2026-01-07 22:59:26 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:47.20 total_reward_ma:33.21 loss:-0.02453 fps:1256 +frame:1.23e+06 wall_t:979 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:1.9 +2026-01-07 22:59:33 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:48.40 total_reward_ma:33.47 loss:-0.0225 fps:1259 +frame:1.24e+06 wall_t:985 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:1.928 +2026-01-07 22:59:40 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:51.40 total_reward_ma:33.76 loss:-0.02628 fps:1260 +frame:1.25e+06 wall_t:992 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:1.952 +2026-01-07 22:59:47 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:52.80 total_reward_ma:34.09 loss:-0.02267 fps:1261 +frame:1.26e+06 wall_t:999 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:2.021 +2026-01-07 22:59:54 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:52.70 total_reward_ma:34.43 loss:-0.02304 fps:1261 +frame:1.27e+06 wall_t:1007 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:1.885 +2026-01-07 23:00:02 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:53.20 total_reward_ma:34.78 loss:-0.02347 fps:1261 +frame:1.28e+06 wall_t:1015 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:1.913 +2026-01-07 23:00:09 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:54.70 total_reward_ma:35.13 loss:-0.02309 fps:1262 +frame:1.29e+06 wall_t:1022 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:1.938 +2026-01-07 23:00:17 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:55.00 total_reward_ma:35.49 loss:-0.02333 fps:1263 +frame:1.30e+06 wall_t:1029 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:2.034 +2026-01-07 23:00:24 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:53.50 total_reward_ma:35.83 loss:-0.02154 fps:1263 +frame:1.31e+06 wall_t:1037 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:1.934 +2026-01-07 23:00:32 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:52.10 total_reward_ma:36.14 loss:-0.0218 fps:1263 +frame:1.32e+06 wall_t:1045 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:1.95 +2026-01-07 23:00:39 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:53.50 total_reward_ma:36.46 loss:-0.02408 fps:1264 +frame:1.33e+06 wall_t:1052 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:1.932 +2026-01-07 23:00:47 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:51.70 total_reward_ma:36.76 loss:-0.02468 fps:1264 +frame:1.34e+06 wall_t:1060 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:1.949 +2026-01-07 23:00:54 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:52.50 total_reward_ma:37.06 loss:-0.02119 fps:1265 +frame:1.35e+06 wall_t:1067 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:1.825 +2026-01-07 23:01:01 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:52.50 total_reward_ma:37.37 loss:-0.02293 fps:1266 +frame:1.36e+06 wall_t:1074 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:1.805 +2026-01-07 23:01:08 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:53.60 total_reward_ma:37.68 loss:-0.01988 fps:1269 +frame:1.37e+06 wall_t:1080 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:1.758 +2026-01-07 23:01:15 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:53.60 total_reward_ma:38.00 loss:-0.02143 fps:1270 +frame:1.38e+06 wall_t:1087 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:1.783 +2026-01-07 23:01:22 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:57.20 total_reward_ma:38.32 loss:-0.01896 fps:1269 +frame:1.39e+06 wall_t:1095 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:1.784 +2026-01-07 23:01:29 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:58.10 total_reward_ma:38.67 loss:-0.02006 fps:1270 +frame:1.40e+06 wall_t:1102 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:1.771 +2026-01-07 23:01:36 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:60.10 total_reward_ma:39.03 loss:-0.01639 fps:1271 +frame:1.41e+06 wall_t:1109 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:1.584 +2026-01-07 23:01:43 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:61.10 total_reward_ma:39.39 loss:-0.01835 fps:1272 +frame:1.42e+06 wall_t:1116 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:1.558 +2026-01-07 23:01:50 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:63.40 total_reward_ma:39.75 loss:-0.02445 fps:1273 +frame:1.43e+06 wall_t:1123 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:1.949 +2026-01-07 23:01:58 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:63.70 total_reward_ma:40.12 loss:-0.01999 fps:1274 +frame:1.44e+06 wall_t:1130 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:1.642 +2026-01-07 23:02:05 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:63.60 total_reward_ma:40.47 loss:-0.02506 fps:1275 +frame:1.45e+06 wall_t:1137 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:1.92 +2026-01-07 23:02:11 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:63.20 total_reward_ma:40.82 loss:-0.02268 fps:1276 +frame:1.46e+06 wall_t:1144 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:1.928 +2026-01-07 23:02:18 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:64.60 total_reward_ma:41.19 loss:-0.02361 fps:1278 +frame:1.47e+06 wall_t:1150 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:1.879 +2026-01-07 23:02:25 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:63.20 total_reward_ma:41.54 loss:-0.01993 fps:1278 +frame:1.48e+06 wall_t:1158 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:1.831 +2026-01-07 23:02:32 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:62.10 total_reward_ma:41.88 loss:-0.02111 fps:1279 +frame:1.49e+06 wall_t:1165 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:1.642 +2026-01-07 23:02:39 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:64.80 total_reward_ma:42.26 loss:-0.02416 fps:1280 +frame:1.50e+06 wall_t:1172 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:1.921 +2026-01-07 23:02:48 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:64.10 total_reward_ma:42.63 loss:-0.02288 fps:1280 +frame:1.51e+06 wall_t:1180 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:1.917 +2026-01-07 23:02:55 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:64.60 total_reward_ma:43.00 loss:-0.01994 fps:1279 +frame:1.52e+06 wall_t:1188 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:1.899 +2026-01-07 23:03:02 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:64.50 total_reward_ma:43.36 loss:-0.02173 fps:1280 +frame:1.53e+06 wall_t:1195 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:1.906 +2026-01-07 23:03:09 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:64.70 total_reward_ma:43.73 loss:-0.01913 fps:1282 +frame:1.54e+06 wall_t:1201 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:1.846 +2026-01-07 23:03:16 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:65.30 total_reward_ma:44.09 loss:-0.02341 fps:1283 +frame:1.55e+06 wall_t:1208 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:1.783 +2026-01-07 23:03:23 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:63.10 total_reward_ma:44.42 loss:-0.02262 fps:1283 +frame:1.56e+06 wall_t:1216 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:1.931 +2026-01-07 23:03:31 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:64.50 total_reward_ma:44.74 loss:-0.0232 fps:1284 +frame:1.57e+06 wall_t:1223 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:1.895 +2026-01-07 23:03:38 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:64.60 total_reward_ma:45.07 loss:-0.02197 fps:1284 +frame:1.58e+06 wall_t:1231 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:1.902 +2026-01-07 23:03:46 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:65.50 total_reward_ma:45.41 loss:-0.02459 fps:1283 +frame:1.59e+06 wall_t:1239 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:1.893 +2026-01-07 23:03:54 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:66.10 total_reward_ma:45.73 loss:-0.02159 fps:1284 +frame:1.60e+06 wall_t:1246 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:1.912 +2026-01-07 23:04:01 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:66.40 total_reward_ma:46.08 loss:-0.02389 fps:1284 +frame:1.61e+06 wall_t:1254 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:1.962 +2026-01-07 23:04:09 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:68.10 total_reward_ma:46.43 loss:-0.02099 fps:1285 +frame:1.62e+06 wall_t:1261 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:1.769 +2026-01-07 23:04:17 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:68.30 total_reward_ma:46.79 loss:-0.01446 fps:1284 +frame:1.63e+06 wall_t:1269 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:1.618 +2026-01-07 23:04:24 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:72.10 total_reward_ma:47.20 loss:-0.02009 fps:1285 +frame:1.64e+06 wall_t:1276 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:1.869 +2026-01-07 23:04:31 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:73.50 total_reward_ma:47.65 loss:-0.01307 fps:1286 +frame:1.65e+06 wall_t:1283 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:1.275 +2026-01-07 23:04:38 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:76.40 total_reward_ma:48.12 loss:-0.01347 fps:1287 +frame:1.66e+06 wall_t:1290 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:1.54 +2026-01-07 23:04:45 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:80.80 total_reward_ma:48.64 loss:-0.01516 fps:1288 +frame:1.67e+06 wall_t:1297 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:1.496 +2026-01-07 23:04:52 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:83.40 total_reward_ma:49.18 loss:-0.02058 fps:1288 +frame:1.68e+06 wall_t:1304 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:1.89 +2026-01-07 23:04:59 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:85.20 total_reward_ma:49.73 loss:-0.01976 fps:1288 +frame:1.69e+06 wall_t:1312 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:1.699 +2026-01-07 23:05:06 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:88.90 total_reward_ma:50.32 loss:-0.01937 fps:1289 +frame:1.70e+06 wall_t:1319 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:1.626 +2026-01-07 23:05:12 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:91.30 total_reward_ma:50.93 loss:-0.02072 fps:1291 +frame:1.71e+06 wall_t:1325 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:1.794 +2026-01-07 23:05:20 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:91.70 total_reward_ma:51.53 loss:-0.01666 fps:1291 +frame:1.72e+06 wall_t:1332 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:1.711 +2026-01-07 23:05:27 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:89.40 total_reward_ma:52.10 loss:-0.021 fps:1291 +frame:1.73e+06 wall_t:1340 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:1.698 +2026-01-07 23:05:34 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:89.80 total_reward_ma:52.68 loss:-0.01586 fps:1292 +frame:1.74e+06 wall_t:1347 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:1.668 +2026-01-07 23:05:42 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:91.10 total_reward_ma:53.27 loss:-0.01836 fps:1292 +frame:1.75e+06 wall_t:1355 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:1.585 +2026-01-07 23:05:49 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:92.50 total_reward_ma:53.87 loss:-0.02061 fps:1292 +frame:1.76e+06 wall_t:1362 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:1.734 +2026-01-07 23:05:56 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:91.30 total_reward_ma:54.46 loss:-0.01565 fps:1293 +frame:1.77e+06 wall_t:1369 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:1.778 +2026-01-07 23:06:03 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:92.40 total_reward_ma:55.06 loss:-0.01334 fps:1294 +frame:1.78e+06 wall_t:1376 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:1.543 +2026-01-07 23:06:10 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:95.50 total_reward_ma:55.70 loss:-0.0192 fps:1294 +frame:1.79e+06 wall_t:1383 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:1.772 +2026-01-07 23:06:17 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:96.40 total_reward_ma:56.33 loss:-0.02108 fps:1296 +frame:1.80e+06 wall_t:1389 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:1.738 +2026-01-07 23:06:23 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:93.90 total_reward_ma:56.93 loss:-0.01939 fps:1297 +frame:1.81e+06 wall_t:1396 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:1.837 +2026-01-07 23:06:30 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:96.20 total_reward_ma:57.56 loss:-0.01933 fps:1297 +frame:1.82e+06 wall_t:1403 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:1.767 +2026-01-07 23:06:37 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:98.80 total_reward_ma:58.21 loss:-0.01688 fps:1298 +frame:1.83e+06 wall_t:1410 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:1.565 +2026-01-07 23:06:44 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:98.50 total_reward_ma:58.84 loss:-0.0204 fps:1299 +frame:1.84e+06 wall_t:1417 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:1.753 +2026-01-07 23:06:51 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:99.20 total_reward_ma:59.48 loss:-0.02042 fps:1299 +frame:1.85e+06 wall_t:1424 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:1.749 +2026-01-07 23:06:58 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:102.90 total_reward_ma:60.17 loss:-0.02315 fps:1300 +frame:1.86e+06 wall_t:1431 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:1.751 +2026-01-07 23:07:05 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:107.00 total_reward_ma:60.90 loss:-0.01715 fps:1300 +frame:1.87e+06 wall_t:1438 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:1.742 +2026-01-07 23:07:12 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:110.50 total_reward_ma:61.66 loss:-0.01885 fps:1302 +frame:1.88e+06 wall_t:1444 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:1.78 +2026-01-07 23:07:19 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:110.70 total_reward_ma:62.41 loss:-0.01811 fps:1303 +frame:1.89e+06 wall_t:1451 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:1.77 +2026-01-07 23:07:26 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:113.60 total_reward_ma:63.18 loss:-0.01274 fps:1302 +frame:1.90e+06 wall_t:1459 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:1.563 +2026-01-07 23:07:34 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:125.30 total_reward_ma:64.06 loss:-0.00977 fps:1302 +frame:1.91e+06 wall_t:1467 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:1.168 +2026-01-07 23:07:42 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:136.10 total_reward_ma:65.06 loss:-0.002285 fps:1303 +frame:1.92e+06 wall_t:1474 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:1.117 +2026-01-07 23:07:48 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:152.50 total_reward_ma:66.20 loss:-0.0002428 fps:1303 +frame:1.93e+06 wall_t:1481 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:0.7187 +2026-01-07 23:07:55 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:164.40 total_reward_ma:67.47 loss:0.008685 fps:1305 +frame:1.94e+06 wall_t:1487 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:0.8176 +2026-01-07 23:08:02 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:207.00 total_reward_ma:69.17 loss:-0.007993 fps:1305 +frame:1.95e+06 wall_t:1494 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:0.795 +2026-01-07 23:08:09 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:219.80 total_reward_ma:70.99 loss:1.09e-05 fps:1306 +frame:1.96e+06 wall_t:1501 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:0.5912 +2026-01-07 23:08:16 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:255.50 total_reward_ma:73.16 loss:0.008496 fps:1306 +frame:1.97e+06 wall_t:1508 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:0.7445 +2026-01-07 23:08:23 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:274.50 total_reward_ma:75.48 loss:-0.0003902 fps:1307 +frame:1.98e+06 wall_t:1515 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:0.6729 +2026-01-07 23:08:30 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:299.60 total_reward_ma:78.07 loss:0.004615 fps:1307 +frame:1.99e+06 wall_t:1522 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:0.7315 +2026-01-07 23:08:36 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:325.10 total_reward_ma:80.88 loss:-0.0003449 fps:1308 +frame:2.00e+06 wall_t:1529 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:0.5092 +2026-01-07 23:08:42 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:356.70 total_reward_ma:84.01 loss:0.002853 fps:1309 +frame:2.01e+06 wall_t:1535 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:0.5609 +2026-01-07 23:08:49 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:378.80 total_reward_ma:87.35 loss:-0.006743 fps:1310 +frame:2.02e+06 wall_t:1542 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:0.8274 +2026-01-07 23:08:56 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:407.30 total_reward_ma:90.97 loss:0.004919 fps:1311 +frame:2.03e+06 wall_t:1549 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:0.7706 +2026-01-07 23:09:03 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:430.80 total_reward_ma:94.83 loss:-0.001429 fps:1312 +frame:2.04e+06 wall_t:1555 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:0.9592 +2026-01-07 23:09:09 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:446.50 total_reward_ma:98.85 loss:0.005535 fps:1313 +frame:2.05e+06 wall_t:1561 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:0.9882 +2026-01-07 23:09:16 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:462.40 total_reward_ma:103.04 loss:0.01312 fps:1313 +frame:2.06e+06 wall_t:1569 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:0.7428 +2026-01-07 23:09:23 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:478.00 total_reward_ma:107.37 loss:0.002736 fps:1313 +frame:2.07e+06 wall_t:1576 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:0.5162 +2026-01-07 23:09:31 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:484.60 total_reward_ma:111.77 loss:0.004986 fps:1314 +frame:2.08e+06 wall_t:1583 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:0.6979 +2026-01-07 23:09:37 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:493.00 total_reward_ma:116.26 loss:0.01005 fps:1314 +frame:2.09e+06 wall_t:1590 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:0.6703 +2026-01-07 23:09:44 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:505.10 total_reward_ma:120.87 loss:0.002542 fps:1316 +frame:2.10e+06 wall_t:1596 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:0.6926 +2026-01-07 23:09:51 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:517.00 total_reward_ma:125.58 loss:6.525e-05 fps:1316 +frame:2.11e+06 wall_t:1603 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:0.41 +2026-01-07 23:09:58 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:521.20 total_reward_ma:130.36 loss:0.01742 fps:1316 +frame:2.12e+06 wall_t:1611 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:0.8968 +2026-01-07 23:10:06 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:540.50 total_reward_ma:135.33 loss:0.004783 fps:1316 +frame:2.13e+06 wall_t:1619 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:0.5109 +2026-01-07 23:10:13 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:550.50 total_reward_ma:140.39 loss:0.01359 fps:1317 +frame:2.14e+06 wall_t:1625 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:0.8642 +2026-01-07 23:10:20 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:556.60 total_reward_ma:145.52 loss:0.00618 fps:1317 +frame:2.15e+06 wall_t:1632 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:0.6678 +2026-01-07 23:10:26 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:567.30 total_reward_ma:150.75 loss:0.00141 fps:1318 +frame:2.16e+06 wall_t:1639 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:0.5143 +2026-01-07 23:10:33 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:575.80 total_reward_ma:156.06 loss:0.002645 fps:1318 +frame:2.17e+06 wall_t:1646 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:1.041 +2026-01-07 23:10:40 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:582.60 total_reward_ma:161.43 loss:0.005539 fps:1319 +frame:2.18e+06 wall_t:1653 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:0.7064 +2026-01-07 23:10:47 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:596.80 total_reward_ma:166.95 loss:0.003865 fps:1319 +frame:2.19e+06 wall_t:1660 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:0.6575 +2026-01-07 23:10:54 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:609.80 total_reward_ma:172.60 loss:0.002609 fps:1321 +frame:2.20e+06 wall_t:1666 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:0.7587 +2026-01-07 23:11:01 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:616.70 total_reward_ma:178.31 loss:-0.001963 fps:1321 +frame:2.21e+06 wall_t:1673 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:0.7962 +2026-01-07 23:11:08 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:640.60 total_reward_ma:184.25 loss:0.002708 fps:1321 +frame:2.22e+06 wall_t:1680 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:0.7528 +2026-01-07 23:11:15 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:648.10 total_reward_ma:190.26 loss:-0.002541 fps:1321 +frame:2.23e+06 wall_t:1688 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:0.7353 +2026-01-07 23:11:22 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:658.30 total_reward_ma:196.35 loss:0.0004807 fps:1322 +frame:2.24e+06 wall_t:1695 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:0.6276 +2026-01-07 23:11:28 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:674.50 total_reward_ma:202.59 loss:0.005735 fps:1323 +frame:2.25e+06 wall_t:1701 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:0.9603 +2026-01-07 23:11:35 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:684.00 total_reward_ma:208.90 loss:-0.001403 fps:1323 +frame:2.26e+06 wall_t:1708 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:0.8669 +2026-01-07 23:11:42 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:687.40 total_reward_ma:215.25 loss:-0.006075 fps:1324 +frame:2.27e+06 wall_t:1715 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:1.09 +2026-01-07 23:11:49 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:698.60 total_reward_ma:221.70 loss:0.008773 fps:1324 +frame:2.28e+06 wall_t:1722 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:1.039 +2026-01-07 23:11:56 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:693.50 total_reward_ma:228.09 loss:-0.001352 fps:1325 +frame:2.29e+06 wall_t:1728 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:0.7877 +2026-01-07 23:12:03 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:691.40 total_reward_ma:234.45 loss:-0.003141 fps:1326 +frame:2.30e+06 wall_t:1735 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:0.919 +2026-01-07 23:12:09 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:694.30 total_reward_ma:240.86 loss:0.001697 fps:1326 +frame:2.31e+06 wall_t:1742 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:1.274 +2026-01-07 23:12:16 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:697.20 total_reward_ma:247.31 loss:-0.003138 fps:1326 +frame:2.32e+06 wall_t:1749 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:0.6756 +2026-01-07 23:12:23 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:702.00 total_reward_ma:253.79 loss:-0.005253 fps:1327 +frame:2.33e+06 wall_t:1756 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:1.042 +2026-01-07 23:12:31 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:714.20 total_reward_ma:260.42 loss:-0.003026 fps:1327 +frame:2.34e+06 wall_t:1763 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:1.02 +2026-01-07 23:12:38 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:715.80 total_reward_ma:267.05 loss:-0.005698 fps:1327 +frame:2.35e+06 wall_t:1771 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:0.7099 +2026-01-07 23:12:45 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:720.90 total_reward_ma:273.74 loss:-0.004695 fps:1327 +frame:2.36e+06 wall_t:1778 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:1.144 +2026-01-07 23:12:53 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:720.00 total_reward_ma:280.40 loss:-0.003638 fps:1328 +frame:2.37e+06 wall_t:1785 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:1.056 +2026-01-07 23:13:00 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:720.10 total_reward_ma:287.07 loss:0.0003598 fps:1327 +frame:2.38e+06 wall_t:1793 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:0.9173 +2026-01-07 23:13:07 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:716.20 total_reward_ma:293.66 loss:-0.003619 fps:1329 +frame:2.39e+06 wall_t:1799 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:1.05 +2026-01-07 23:13:14 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:724.90 total_reward_ma:300.32 loss:-0.0001713 fps:1329 +frame:2.40e+06 wall_t:1806 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:1.099 +2026-01-07 23:13:21 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:724.30 total_reward_ma:306.97 loss:-7.15e-05 fps:1329 +frame:2.41e+06 wall_t:1813 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:1.106 +2026-01-07 23:13:28 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:723.60 total_reward_ma:313.59 loss:-0.00183 fps:1330 +frame:2.42e+06 wall_t:1820 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:1.042 +2026-01-07 23:13:35 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:723.60 total_reward_ma:320.19 loss:0.008698 fps:1329 +frame:2.43e+06 wall_t:1828 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:1.135 +2026-01-07 23:13:43 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:725.10 total_reward_ma:326.81 loss:-0.001089 fps:1330 +frame:2.44e+06 wall_t:1835 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:1.069 +2026-01-07 23:13:50 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:722.40 total_reward_ma:333.39 loss:-0.009006 fps:1330 +frame:2.45e+06 wall_t:1842 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:1.278 +2026-01-07 23:13:57 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:715.30 total_reward_ma:339.92 loss:-0.0107 fps:1330 +frame:2.46e+06 wall_t:1850 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:0.954 +2026-01-07 23:14:04 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:723.90 total_reward_ma:346.51 loss:-0.009997 fps:1331 +frame:2.47e+06 wall_t:1856 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:1.098 +2026-01-07 23:14:10 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:732.10 total_reward_ma:353.20 loss:-0.008974 fps:1332 +frame:2.48e+06 wall_t:1862 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:1.117 +2026-01-07 23:14:16 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:734.30 total_reward_ma:359.92 loss:-0.00213 fps:1332 +frame:2.49e+06 wall_t:1869 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:1.084 +2026-01-07 23:14:23 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:738.20 total_reward_ma:366.65 loss:-0.01213 fps:1333 +frame:2.50e+06 wall_t:1876 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:0.9598 +2026-01-07 23:14:30 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:736.80 total_reward_ma:373.38 loss:-0.003803 fps:1334 +frame:2.51e+06 wall_t:1882 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:1.069 +2026-01-07 23:14:36 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:744.10 total_reward_ma:380.18 loss:-0.002245 fps:1334 +frame:2.52e+06 wall_t:1889 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:1.067 +2026-01-07 23:14:43 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:748.20 total_reward_ma:387.01 loss:-0.004221 fps:1335 +frame:2.53e+06 wall_t:1895 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:0.9979 +2026-01-07 23:14:50 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:749.00 total_reward_ma:393.86 loss:-0.004565 fps:1335 +frame:2.54e+06 wall_t:1902 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:1.134 +2026-01-07 23:14:57 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:755.50 total_reward_ma:400.76 loss:-0.002039 fps:1335 +frame:2.55e+06 wall_t:1910 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:1.234 +2026-01-07 23:15:05 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:761.80 total_reward_ma:407.74 loss:-0.008296 fps:1335 +frame:2.56e+06 wall_t:1917 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:1.017 +2026-01-07 23:15:11 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:771.30 total_reward_ma:414.81 loss:-0.008605 fps:1336 +frame:2.57e+06 wall_t:1924 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:1.153 +2026-01-07 23:15:18 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:779.60 total_reward_ma:421.96 loss:0.003611 fps:1336 +frame:2.58e+06 wall_t:1931 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:1.203 +2026-01-07 23:15:26 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:784.20 total_reward_ma:429.15 loss:-0.003938 fps:1336 +frame:2.59e+06 wall_t:1938 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:0.9131 +2026-01-07 23:15:33 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:785.20 total_reward_ma:436.34 loss:-0.003053 fps:1337 +frame:2.60e+06 wall_t:1945 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:1.11 +2026-01-07 23:15:40 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:799.40 total_reward_ma:443.67 loss:-0.009392 fps:1337 +frame:2.61e+06 wall_t:1952 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:1.128 +2026-01-07 23:15:47 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:808.90 total_reward_ma:451.08 loss:-0.002727 fps:1337 +frame:2.62e+06 wall_t:1960 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:1.044 +2026-01-07 23:15:54 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:811.50 total_reward_ma:458.51 loss:-0.005076 fps:1337 +frame:2.63e+06 wall_t:1967 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:1.051 +2026-01-07 23:16:01 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:829.80 total_reward_ma:466.09 loss:-0.008205 fps:1337 +frame:2.64e+06 wall_t:1974 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:1.128 +2026-01-07 23:16:08 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:853.80 total_reward_ma:473.89 loss:0.006766 fps:1338 +frame:2.65e+06 wall_t:1980 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:1.054 +2026-01-07 23:16:15 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:859.40 total_reward_ma:481.72 loss:0.006219 fps:1339 +frame:2.66e+06 wall_t:1987 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:0.9993 +2026-01-07 23:16:21 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:868.20 total_reward_ma:489.60 loss:-0.002789 fps:1339 +frame:2.67e+06 wall_t:1994 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:1.077 +2026-01-07 23:16:28 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:878.90 total_reward_ma:497.55 loss:0.007012 fps:1339 +frame:2.68e+06 wall_t:2001 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:1.095 +2026-01-07 23:16:35 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:880.20 total_reward_ma:505.50 loss:-0.005596 fps:1340 +frame:2.69e+06 wall_t:2007 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:0.9951 +2026-01-07 23:16:41 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:892.90 total_reward_ma:513.54 loss:0.003469 fps:1341 +frame:2.70e+06 wall_t:2014 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:1.209 +2026-01-07 23:16:48 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:899.90 total_reward_ma:521.63 loss:0.002252 fps:1341 +frame:2.71e+06 wall_t:2021 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:1.07 +2026-01-07 23:16:55 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:901.00 total_reward_ma:529.72 loss:-0.002289 fps:1341 +frame:2.72e+06 wall_t:2028 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:0.9881 +2026-01-07 23:17:02 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:908.60 total_reward_ma:537.91 loss:-0.0004054 fps:1342 +frame:2.73e+06 wall_t:2034 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:1.177 +2026-01-07 23:17:08 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:921.40 total_reward_ma:546.23 loss:0.002762 fps:1343 +frame:2.74e+06 wall_t:2040 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:1.159 +2026-01-07 23:17:14 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:929.70 total_reward_ma:554.61 loss:-0.005183 fps:1343 +frame:2.75e+06 wall_t:2047 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:1.099 +2026-01-07 23:17:20 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:934.80 total_reward_ma:563.04 loss:0.001036 fps:1344 +frame:2.76e+06 wall_t:2053 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:1.362 +2026-01-07 23:17:27 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:940.10 total_reward_ma:571.52 loss:-0.007516 fps:1345 +frame:2.77e+06 wall_t:2059 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:1.013 +2026-01-07 23:17:33 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:939.80 total_reward_ma:580.00 loss:-0.006236 fps:1346 +frame:2.78e+06 wall_t:2066 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:1.012 +2026-01-07 23:17:40 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:947.80 total_reward_ma:588.52 loss:0.001274 fps:1347 +frame:2.79e+06 wall_t:2072 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:1.274 +2026-01-07 23:17:47 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:955.40 total_reward_ma:597.11 loss:-0.00164 fps:1347 +frame:2.80e+06 wall_t:2079 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:0.9666 +2026-01-07 23:17:55 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:959.40 total_reward_ma:605.77 loss:-0.007354 fps:1346 +frame:2.81e+06 wall_t:2087 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:1.017 +2026-01-07 23:18:02 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:958.80 total_reward_ma:614.39 loss:-0.001947 fps:1346 +frame:2.82e+06 wall_t:2095 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:1.157 +2026-01-07 23:18:09 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:964.90 total_reward_ma:623.05 loss:-0.004579 fps:1347 +frame:2.83e+06 wall_t:2101 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:1.035 +2026-01-07 23:18:16 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:968.50 total_reward_ma:631.75 loss:-0.006011 fps:1347 +frame:2.84e+06 wall_t:2108 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:0.9547 +2026-01-07 23:18:23 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:967.30 total_reward_ma:640.43 loss:-0.004962 fps:1348 +frame:2.85e+06 wall_t:2115 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:1.162 +2026-01-07 23:18:30 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:970.50 total_reward_ma:649.11 loss:-0.002783 fps:1348 +frame:2.86e+06 wall_t:2122 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:1.04 +2026-01-07 23:18:37 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:981.50 total_reward_ma:657.85 loss:0.007116 fps:1348 +frame:2.87e+06 wall_t:2129 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:1.124 +2026-01-07 23:18:43 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:980.50 total_reward_ma:666.55 loss:-0.003671 fps:1348 +frame:2.88e+06 wall_t:2136 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:1.095 +2026-01-07 23:18:51 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:978.80 total_reward_ma:675.24 loss:0.006634 fps:1348 +frame:2.89e+06 wall_t:2144 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:1.075 +2026-01-07 23:18:59 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:982.90 total_reward_ma:683.93 loss:0.001883 fps:1348 +frame:2.90e+06 wall_t:2152 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:1.075 +2026-01-07 23:19:06 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:987.00 total_reward_ma:692.55 loss:-0.008854 fps:1348 +frame:2.91e+06 wall_t:2159 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:1.061 +2026-01-07 23:19:14 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:982.60 total_reward_ma:701.01 loss:0.01151 fps:1348 +frame:2.92e+06 wall_t:2166 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:1.168 +2026-01-07 23:19:22 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:980.60 total_reward_ma:709.29 loss:0.002806 fps:1348 +frame:2.93e+06 wall_t:2174 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:1.102 +2026-01-07 23:19:29 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:978.20 total_reward_ma:717.43 loss:-0.006775 fps:1348 +frame:2.94e+06 wall_t:2181 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:1.001 +2026-01-07 23:19:36 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:980.20 total_reward_ma:725.16 loss:-0.003981 fps:1348 +frame:2.95e+06 wall_t:2189 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:1.176 +2026-01-07 23:19:44 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:982.20 total_reward_ma:732.79 loss:-0.001429 fps:1348 +frame:2.96e+06 wall_t:2196 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:1.1 +2026-01-07 23:19:51 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:979.60 total_reward_ma:740.03 loss:-0.003672 fps:1348 +frame:2.97e+06 wall_t:2204 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:1.19 +2026-01-07 23:19:58 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:976.20 total_reward_ma:747.04 loss:0.007643 fps:1348 +frame:2.98e+06 wall_t:2211 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:1.286 +2026-01-07 23:20:05 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:969.50 total_reward_ma:753.74 loss:-0.006414 fps:1348 +frame:2.99e+06 wall_t:2218 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:1.158 +2026-01-07 23:20:12 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:967.40 total_reward_ma:760.17 loss:-0.00407 fps:1348 +frame:3.00e+06 wall_t:2225 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:1.067 +2026-01-07 23:20:18 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:970.10 total_reward_ma:766.30 loss:0.00445 fps:1349 +frame:3.01e+06 wall_t:2231 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:1.09 +2026-01-07 23:20:25 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:965.90 total_reward_ma:772.17 loss:-0.004801 fps:1350 +frame:3.02e+06 wall_t:2237 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:1.092 +2026-01-07 23:20:31 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:968.40 total_reward_ma:777.78 loss:0.0004583 fps:1350 +frame:3.03e+06 wall_t:2244 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:1.297 +2026-01-07 23:20:38 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:964.70 total_reward_ma:783.12 loss:-0.004166 fps:1351 +frame:3.04e+06 wall_t:2251 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:1.141 +2026-01-07 23:20:45 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:964.90 total_reward_ma:788.30 loss:-0.002452 fps:1351 +frame:3.05e+06 wall_t:2257 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:1.065 +2026-01-07 23:20:51 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:963.10 total_reward_ma:793.31 loss:0.00156 fps:1352 +frame:3.06e+06 wall_t:2264 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:1.093 +2026-01-07 23:20:58 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:965.80 total_reward_ma:798.19 loss:-0.002178 fps:1352 +frame:3.07e+06 wall_t:2271 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:1.137 +2026-01-07 23:21:04 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:965.10 total_reward_ma:802.99 loss:-0.006504 fps:1353 +frame:3.08e+06 wall_t:2277 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:1.147 +2026-01-07 23:21:12 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:966.20 total_reward_ma:807.73 loss:-0.006557 fps:1353 +frame:3.09e+06 wall_t:2284 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:1.1 +2026-01-07 23:21:19 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:961.50 total_reward_ma:812.29 loss:-0.003354 fps:1353 +frame:3.10e+06 wall_t:2291 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:1.048 +2026-01-07 23:21:26 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:966.10 total_reward_ma:816.78 loss:-0.002886 fps:1353 +frame:3.11e+06 wall_t:2298 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:1.045 +2026-01-07 23:21:33 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:971.70 total_reward_ma:821.29 loss:-0.003364 fps:1354 +frame:3.12e+06 wall_t:2305 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:1.262 +2026-01-07 23:21:39 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:965.30 total_reward_ma:825.53 loss:-0.01206 fps:1354 +frame:3.13e+06 wall_t:2312 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:1.023 +2026-01-07 23:21:46 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:964.80 total_reward_ma:829.68 loss:0.005681 fps:1354 +frame:3.14e+06 wall_t:2319 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:1.117 +2026-01-07 23:21:54 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:962.60 total_reward_ma:833.74 loss:-0.00486 fps:1354 +frame:3.15e+06 wall_t:2327 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:1.131 +2026-01-07 23:22:02 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:966.80 total_reward_ma:837.73 loss:-0.006449 fps:1354 +frame:3.16e+06 wall_t:2334 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:0.9657 +2026-01-07 23:22:09 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:972.30 total_reward_ma:841.70 loss:-0.003927 fps:1354 +frame:3.17e+06 wall_t:2342 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:1.176 +2026-01-07 23:22:17 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:972.10 total_reward_ma:845.59 loss:-0.005727 fps:1354 +frame:3.18e+06 wall_t:2349 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:1.176 +2026-01-07 23:22:25 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:978.00 total_reward_ma:849.40 loss:-0.005098 fps:1353 +frame:3.19e+06 wall_t:2358 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:1.158 +2026-01-07 23:22:33 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:973.60 total_reward_ma:853.04 loss:-0.001992 fps:1353 +frame:3.20e+06 wall_t:2365 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:1.116 +2026-01-07 23:22:39 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:973.80 total_reward_ma:856.61 loss:0.006464 fps:1353 +frame:3.21e+06 wall_t:2372 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:1.452 +2026-01-07 23:22:47 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:967.10 total_reward_ma:859.88 loss:-0.003388 fps:1353 +frame:3.22e+06 wall_t:2380 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:1.017 +2026-01-07 23:22:55 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:971.20 total_reward_ma:863.11 loss:-0.004672 fps:1353 +frame:3.23e+06 wall_t:2387 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:1.103 +2026-01-07 23:23:02 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:960.80 total_reward_ma:866.13 loss:0.002999 fps:1353 +frame:3.24e+06 wall_t:2395 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:1.35 +2026-01-07 23:23:09 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:961.60 total_reward_ma:869.01 loss:0.003109 fps:1353 +frame:3.25e+06 wall_t:2402 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:1.257 +2026-01-07 23:23:16 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:958.10 total_reward_ma:871.75 loss:-0.01068 fps:1353 +frame:3.26e+06 wall_t:2409 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:1.225 +2026-01-07 23:23:23 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:949.20 total_reward_ma:874.36 loss:-0.008047 fps:1354 +frame:3.27e+06 wall_t:2415 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:1.288 +2026-01-07 23:23:29 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:947.30 total_reward_ma:876.85 loss:-0.007775 fps:1354 +frame:3.28e+06 wall_t:2422 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:0.9476 +2026-01-07 23:23:36 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:946.40 total_reward_ma:879.38 loss:-0.005511 fps:1355 +frame:3.29e+06 wall_t:2428 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:1.155 +2026-01-07 23:23:43 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:943.60 total_reward_ma:881.90 loss:-0.005407 fps:1355 +frame:3.30e+06 wall_t:2435 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:1.239 +2026-01-07 23:23:50 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:945.70 total_reward_ma:884.42 loss:-0.001672 fps:1355 +frame:3.31e+06 wall_t:2442 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:1.048 +2026-01-07 23:23:57 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:947.30 total_reward_ma:886.92 loss:0.003587 fps:1356 +frame:3.32e+06 wall_t:2449 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:1.269 +2026-01-07 23:24:04 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:943.60 total_reward_ma:889.33 loss:-0.01205 fps:1356 +frame:3.33e+06 wall_t:2456 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:1.339 +2026-01-07 23:24:11 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:944.50 total_reward_ma:891.64 loss:-0.0009141 fps:1356 +frame:3.34e+06 wall_t:2464 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:0.9886 +2026-01-07 23:24:18 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:943.20 total_reward_ma:893.91 loss:-0.01043 fps:1356 +frame:3.35e+06 wall_t:2471 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:1.025 +2026-01-07 23:24:26 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:946.00 total_reward_ma:896.16 loss:0.002277 fps:1356 +frame:3.36e+06 wall_t:2478 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:1.232 +2026-01-07 23:24:33 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:950.20 total_reward_ma:898.46 loss:-0.0007804 fps:1356 +frame:3.37e+06 wall_t:2486 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:1.016 +2026-01-07 23:24:40 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:950.80 total_reward_ma:900.77 loss:-0.002778 fps:1356 +frame:3.38e+06 wall_t:2493 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:1.042 +2026-01-07 23:24:47 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:949.80 total_reward_ma:903.11 loss:0.00469 fps:1356 +frame:3.39e+06 wall_t:2500 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:1.295 +2026-01-07 23:24:55 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:944.70 total_reward_ma:905.30 loss:-0.004447 fps:1356 +frame:3.40e+06 wall_t:2507 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:1.037 +2026-01-07 23:25:02 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:943.60 total_reward_ma:907.50 loss:0.001864 fps:1356 +frame:3.41e+06 wall_t:2514 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:1.419 +2026-01-07 23:25:08 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:945.90 total_reward_ma:909.72 loss:0.002587 fps:1357 +frame:3.42e+06 wall_t:2521 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:1.275 +2026-01-07 23:25:17 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:950.60 total_reward_ma:911.99 loss:-0.005596 fps:1356 +frame:3.43e+06 wall_t:2529 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:1.06 +2026-01-07 23:25:24 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:950.40 total_reward_ma:914.24 loss:-0.001237 fps:1356 +frame:3.44e+06 wall_t:2537 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:1.254 +2026-01-07 23:25:31 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:953.10 total_reward_ma:916.55 loss:-0.001812 fps:1356 +frame:3.45e+06 wall_t:2544 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:1.274 +2026-01-07 23:25:39 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:955.30 total_reward_ma:918.95 loss:-0.01084 fps:1356 +frame:3.46e+06 wall_t:2551 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:1.036 +2026-01-07 23:25:46 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:959.90 total_reward_ma:921.31 loss:-0.003686 fps:1357 +frame:3.47e+06 wall_t:2558 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:1.155 +2026-01-07 23:25:53 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:962.40 total_reward_ma:923.61 loss:-0.002732 fps:1357 +frame:3.48e+06 wall_t:2565 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:1.276 +2026-01-07 23:25:59 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:965.10 total_reward_ma:925.92 loss:-0.007319 fps:1357 +frame:3.49e+06 wall_t:2572 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:1.004 +2026-01-07 23:26:06 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:965.10 total_reward_ma:928.19 loss:-0.006345 fps:1358 +frame:3.50e+06 wall_t:2578 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:1.138 +2026-01-07 23:26:13 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:967.60 total_reward_ma:930.50 loss:0.005337 fps:1358 +frame:3.51e+06 wall_t:2585 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:1.236 +2026-01-07 23:26:20 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:973.70 total_reward_ma:932.80 loss:-0.01072 fps:1358 +frame:3.52e+06 wall_t:2592 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:1.094 +2026-01-07 23:26:26 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:975.70 total_reward_ma:935.07 loss:0.002505 fps:1358 +frame:3.53e+06 wall_t:2599 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:1.185 +2026-01-07 23:26:33 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:970.50 total_reward_ma:937.29 loss:-0.003788 fps:1359 +frame:3.54e+06 wall_t:2605 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:1.066 +2026-01-07 23:26:40 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:970.90 total_reward_ma:939.44 loss:-0.0006169 fps:1359 +frame:3.55e+06 wall_t:2612 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:1.086 +2026-01-07 23:26:46 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:969.50 total_reward_ma:941.52 loss:-0.01307 fps:1359 +frame:3.56e+06 wall_t:2619 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:1.182 +2026-01-07 23:26:53 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:963.20 total_reward_ma:943.43 loss:-0.008322 fps:1359 +frame:3.57e+06 wall_t:2626 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:1.262 +2026-01-07 23:27:01 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:968.20 total_reward_ma:945.32 loss:-0.002381 fps:1360 +frame:3.58e+06 wall_t:2633 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:1.183 +2026-01-07 23:27:07 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:971.00 total_reward_ma:947.19 loss:-0.0001004 fps:1360 +frame:3.59e+06 wall_t:2640 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:1.189 +2026-01-07 23:27:14 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:972.40 total_reward_ma:949.06 loss:-0.001883 fps:1360 +frame:3.60e+06 wall_t:2647 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:1.453 +2026-01-07 23:27:22 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:970.90 total_reward_ma:950.78 loss:0.01219 fps:1360 +frame:3.61e+06 wall_t:2654 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:1.17 +2026-01-07 23:27:29 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:970.50 total_reward_ma:952.39 loss:0.001546 fps:1360 +frame:3.62e+06 wall_t:2661 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:1.21 +2026-01-07 23:27:35 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:973.50 total_reward_ma:954.01 loss:-0.003843 fps:1361 +frame:3.63e+06 wall_t:2668 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:1.238 +2026-01-07 23:27:42 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:976.90 total_reward_ma:955.48 loss:-0.009665 fps:1361 +frame:3.64e+06 wall_t:2675 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:1.003 +2026-01-07 23:27:50 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:977.60 total_reward_ma:956.72 loss:0.0007724 fps:1361 +frame:3.65e+06 wall_t:2682 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:1.06 +2026-01-07 23:27:57 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:974.70 total_reward_ma:957.87 loss:0.001502 fps:1361 +frame:3.66e+06 wall_t:2689 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:1.06 +2026-01-07 23:28:03 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:974.30 total_reward_ma:958.93 loss:-0.008665 fps:1361 +frame:3.67e+06 wall_t:2696 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:1.11 +2026-01-07 23:28:11 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:972.50 total_reward_ma:959.87 loss:0.003032 fps:1361 +frame:3.68e+06 wall_t:2703 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:1.102 +2026-01-07 23:28:18 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:972.90 total_reward_ma:960.80 loss:0.007048 fps:1362 +frame:3.69e+06 wall_t:2710 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:1.185 +2026-01-07 23:28:25 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:978.50 total_reward_ma:961.65 loss:-0.006558 fps:1361 +frame:3.70e+06 wall_t:2718 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:0.9358 +2026-01-07 23:28:32 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:977.40 total_reward_ma:962.43 loss:-0.009298 fps:1361 +frame:3.71e+06 wall_t:2725 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:1.094 +2026-01-07 23:28:39 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:977.80 total_reward_ma:963.20 loss:-0.005919 fps:1362 +frame:3.72e+06 wall_t:2731 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:1.118 +2026-01-07 23:28:46 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:981.30 total_reward_ma:963.92 loss:-0.008804 fps:1362 +frame:3.73e+06 wall_t:2739 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:1.047 +2026-01-07 23:28:53 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:982.10 total_reward_ma:964.53 loss:-0.007437 fps:1362 +frame:3.74e+06 wall_t:2746 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:1.019 +2026-01-07 23:29:01 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:982.20 total_reward_ma:965.06 loss:-0.001591 fps:1362 +frame:3.75e+06 wall_t:2754 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:1.121 +2026-01-07 23:29:08 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:989.30 total_reward_ma:965.60 loss:-0.003217 fps:1362 +frame:3.76e+06 wall_t:2761 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:1.079 +2026-01-07 23:29:16 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:985.60 total_reward_ma:966.06 loss:-0.01104 fps:1362 +frame:3.77e+06 wall_t:2768 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:1.067 +2026-01-07 23:29:23 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:987.30 total_reward_ma:966.53 loss:-0.008788 fps:1362 +frame:3.78e+06 wall_t:2776 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:1.121 +2026-01-07 23:29:30 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:993.20 total_reward_ma:966.99 loss:-0.009546 fps:1362 +frame:3.79e+06 wall_t:2783 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:1.003 +2026-01-07 23:29:37 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:996.00 total_reward_ma:967.39 loss:-0.001936 fps:1362 +frame:3.80e+06 wall_t:2790 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:1.091 +2026-01-07 23:29:44 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:995.00 total_reward_ma:967.75 loss:-0.00202 fps:1363 +frame:3.81e+06 wall_t:2796 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:1.133 +2026-01-07 23:29:51 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:994.10 total_reward_ma:968.10 loss:-0.009571 fps:1363 +frame:3.82e+06 wall_t:2803 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:1.036 +2026-01-07 23:29:58 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:994.10 total_reward_ma:968.39 loss:-0.00906 fps:1363 +frame:3.83e+06 wall_t:2810 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:1.118 +2026-01-07 23:30:04 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:997.90 total_reward_ma:968.69 loss:-0.003293 fps:1363 +frame:3.84e+06 wall_t:2817 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:1.236 +2026-01-07 23:30:11 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1003.00 total_reward_ma:969.04 loss:0.001454 fps:1364 +frame:3.85e+06 wall_t:2823 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:1.112 +2026-01-07 23:30:17 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1005.90 total_reward_ma:969.40 loss:-0.01279 fps:1364 +frame:3.86e+06 wall_t:2830 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:1.033 +2026-01-07 23:30:24 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1003.90 total_reward_ma:969.62 loss:-0.001906 fps:1364 +frame:3.87e+06 wall_t:2837 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:1.118 +2026-01-07 23:30:31 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1000.60 total_reward_ma:969.82 loss:-0.001746 fps:1364 +frame:3.88e+06 wall_t:2844 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:1.142 +2026-01-07 23:30:38 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:998.80 total_reward_ma:970.02 loss:-0.01077 fps:1364 +frame:3.89e+06 wall_t:2851 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:0.9612 +2026-01-07 23:30:45 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:997.10 total_reward_ma:970.16 loss:-0.002573 fps:1365 +frame:3.90e+06 wall_t:2858 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:1.258 +2026-01-07 23:30:52 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:994.80 total_reward_ma:970.24 loss:0.008683 fps:1365 +frame:3.91e+06 wall_t:2865 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:1.169 +2026-01-07 23:30:59 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:995.30 total_reward_ma:970.37 loss:-0.005805 fps:1365 +frame:3.92e+06 wall_t:2872 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:1.099 +2026-01-07 23:31:06 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:992.40 total_reward_ma:970.49 loss:0.00573 fps:1365 +frame:3.93e+06 wall_t:2879 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:1.252 +2026-01-07 23:31:13 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:991.80 total_reward_ma:970.62 loss:0.001413 fps:1365 +frame:3.94e+06 wall_t:2886 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:1.181 +2026-01-07 23:31:21 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:991.40 total_reward_ma:970.73 loss:-0.01122 fps:1365 +frame:3.95e+06 wall_t:2893 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:1.011 +2026-01-07 23:31:28 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:991.60 total_reward_ma:970.83 loss:0.001812 fps:1366 +frame:3.96e+06 wall_t:2900 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:1.292 +2026-01-07 23:31:36 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:994.90 total_reward_ma:970.98 loss:-0.001112 fps:1365 +frame:3.97e+06 wall_t:2908 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:1.123 +2026-01-07 23:31:43 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:994.70 total_reward_ma:971.17 loss:-0.01191 fps:1365 +frame:3.98e+06 wall_t:2915 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:1.015 +2026-01-07 23:31:50 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:993.00 total_reward_ma:971.40 loss:0.008351 fps:1366 +frame:3.99e+06 wall_t:2922 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:1.274 +2026-01-07 23:31:57 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:985.30 total_reward_ma:971.58 loss:0.002456 fps:1366 +frame:4.00e+06 wall_t:2929 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:1.053 +2026-01-07 23:32:04 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:990.30 total_reward_ma:971.78 loss:-0.009928 fps:1366 +frame:4.01e+06 wall_t:2936 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:1.017 +2026-01-07 23:32:10 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:991.50 total_reward_ma:972.04 loss:0.004004 fps:1366 +frame:4.02e+06 wall_t:2943 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:1.185 +2026-01-07 23:32:18 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:992.30 total_reward_ma:972.28 loss:-0.001189 fps:1366 +frame:4.03e+06 wall_t:2950 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:1.095 +2026-01-07 23:32:24 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:992.70 total_reward_ma:972.56 loss:0.003246 fps:1366 +frame:4.04e+06 wall_t:2957 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:1.022 +2026-01-07 23:32:31 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:993.60 total_reward_ma:972.84 loss:0.003056 fps:1366 +frame:4.05e+06 wall_t:2964 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:1.214 +2026-01-07 23:32:38 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:989.90 total_reward_ma:973.11 loss:-0.006604 fps:1367 +frame:4.06e+06 wall_t:2971 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:1.135 +2026-01-07 23:32:46 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:992.10 total_reward_ma:973.38 loss:-0.01472 fps:1366 +frame:4.07e+06 wall_t:2979 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:0.9895 +2026-01-07 23:32:53 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:993.20 total_reward_ma:973.66 loss:-0.003777 fps:1366 +frame:4.08e+06 wall_t:2986 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:1.28 +2026-01-07 23:33:00 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:997.40 total_reward_ma:973.97 loss:-0.004717 fps:1367 +frame:4.09e+06 wall_t:2993 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:1.163 +2026-01-07 23:33:07 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:999.10 total_reward_ma:974.35 loss:-0.00401 fps:1367 +frame:4.10e+06 wall_t:3000 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:0.9697 +2026-01-07 23:33:15 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:998.80 total_reward_ma:974.67 loss:-0.006427 fps:1367 +frame:4.11e+06 wall_t:3007 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:1.197 +2026-01-07 23:33:23 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:992.10 total_reward_ma:974.88 loss:0.003162 fps:1367 +frame:4.12e+06 wall_t:3015 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:1.155 +2026-01-07 23:33:30 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:993.20 total_reward_ma:975.16 loss:-0.005391 fps:1367 +frame:4.13e+06 wall_t:3022 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:1.027 +2026-01-07 23:33:36 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:988.00 total_reward_ma:975.39 loss:-0.006163 fps:1367 +frame:4.14e+06 wall_t:3029 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:1.191 +2026-01-07 23:33:43 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:983.70 total_reward_ma:975.60 loss:-0.0006483 fps:1367 +frame:4.15e+06 wall_t:3036 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:1.261 +2026-01-07 23:33:51 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:982.20 total_reward_ma:975.75 loss:-0.00853 fps:1367 +frame:4.16e+06 wall_t:3044 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:1.046 +2026-01-07 23:33:59 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:982.70 total_reward_ma:975.86 loss:-0.003729 fps:1366 +frame:4.17e+06 wall_t:3052 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:1.226 +2026-01-07 23:34:06 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:977.50 total_reward_ma:975.91 loss:-0.00586 fps:1366 +frame:4.18e+06 wall_t:3059 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:1.201 +2026-01-07 23:34:13 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:982.60 total_reward_ma:975.96 loss:-0.01373 fps:1367 +frame:4.19e+06 wall_t:3065 t:261875 epi:nan +opt_step:65440 lr:0.0001453 clip_eps:0.1 entropy:1.103 +2026-01-07 23:34:20 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:979.40 total_reward_ma:976.01 loss:-0.01 fps:1367 +frame:4.20e+06 wall_t:3072 t:262500 epi:nan +opt_step:65600 lr:0.000145 clip_eps:0.1 entropy:1.116 +2026-01-07 23:34:27 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:972.00 total_reward_ma:976.00 loss:-0.002927 fps:1367 +frame:4.21e+06 wall_t:3079 t:263125 epi:nan +opt_step:65760 lr:0.0001448 clip_eps:0.1 entropy:1.355 +2026-01-07 23:34:34 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:965.70 total_reward_ma:975.98 loss:-0.008154 fps:1367 +frame:4.22e+06 wall_t:3086 t:263750 epi:nan +opt_step:65920 lr:0.0001445 clip_eps:0.1 entropy:0.9514 +2026-01-07 23:34:41 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:961.40 total_reward_ma:975.88 loss:-0.004453 fps:1368 +frame:4.23e+06 wall_t:3093 t:264375 epi:nan +opt_step:66080 lr:0.0001443 clip_eps:0.1 entropy:1.122 +2026-01-07 23:34:47 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:957.30 total_reward_ma:975.85 loss:0.004116 fps:1368 +frame:4.24e+06 wall_t:3100 t:265000 epi:nan +opt_step:66240 lr:0.000144 clip_eps:0.1 entropy:1.238 +2026-01-07 23:34:54 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:960.70 total_reward_ma:975.84 loss:-0.003265 fps:1368 +frame:4.25e+06 wall_t:3106 t:265625 epi:nan +opt_step:66400 lr:0.0001438 clip_eps:0.1 entropy:1.099 +2026-01-07 23:35:00 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:959.30 total_reward_ma:975.85 loss:-0.00526 fps:1368 +frame:4.26e+06 wall_t:3113 t:266250 epi:nan +opt_step:66560 lr:0.0001435 clip_eps:0.1 entropy:1.158 +2026-01-07 23:35:07 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:963.00 total_reward_ma:975.99 loss:-0.009156 fps:1369 +frame:4.27e+06 wall_t:3119 t:266875 epi:nan +opt_step:66688 lr:0.0001433 clip_eps:0.1 entropy:1.143 +2026-01-07 23:35:14 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:966.10 total_reward_ma:976.18 loss:-0.003554 fps:1369 +frame:4.28e+06 wall_t:3126 t:267500 epi:nan +opt_step:66848 lr:0.000143 clip_eps:0.1 entropy:1.057 +2026-01-07 23:35:22 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:965.70 total_reward_ma:976.37 loss:-0.004492 fps:1369 +frame:4.29e+06 wall_t:3134 t:268125 epi:nan +opt_step:67008 lr:0.0001428 clip_eps:0.1 entropy:0.9891 +2026-01-07 23:35:29 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:970.00 total_reward_ma:976.64 loss:0.0003501 fps:1369 +frame:4.30e+06 wall_t:3141 t:268750 epi:nan +opt_step:67168 lr:0.0001425 clip_eps:0.1 entropy:1.086 +2026-01-07 23:35:36 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:976.20 total_reward_ma:976.94 loss:0.004921 fps:1369 +frame:4.31e+06 wall_t:3149 t:269375 epi:nan +opt_step:67328 lr:0.0001423 clip_eps:0.1 entropy:1.187 +2026-01-07 23:35:43 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:976.40 total_reward_ma:977.23 loss:-0.006182 fps:1369 +frame:4.32e+06 wall_t:3156 t:270000 epi:nan +opt_step:67488 lr:0.000142 clip_eps:0.1 entropy:0.987 +2026-01-07 23:35:50 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:982.20 total_reward_ma:977.62 loss:-0.006375 fps:1369 +frame:4.33e+06 wall_t:3163 t:270625 epi:nan +opt_step:67648 lr:0.0001418 clip_eps:0.1 entropy:1.288 +2026-01-07 23:35:58 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:987.30 total_reward_ma:978.04 loss:0.0004782 fps:1369 +frame:4.34e+06 wall_t:3171 t:271250 epi:nan +opt_step:67808 lr:0.0001415 clip_eps:0.1 entropy:1.104 +2026-01-07 23:36:06 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:991.20 total_reward_ma:978.53 loss:-0.003844 fps:1369 +frame:4.35e+06 wall_t:3178 t:271875 epi:nan +opt_step:67968 lr:0.0001413 clip_eps:0.1 entropy:1.041 +2026-01-07 23:36:13 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:992.30 total_reward_ma:978.99 loss:0.005978 fps:1369 +frame:4.36e+06 wall_t:3185 t:272500 epi:nan +opt_step:68096 lr:0.000141 clip_eps:0.1 entropy:1.166 +2026-01-07 23:36:21 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:997.10 total_reward_ma:979.46 loss:0.0003144 fps:1369 +frame:4.37e+06 wall_t:3193 t:273125 epi:nan +opt_step:68256 lr:0.0001408 clip_eps:0.1 entropy:1.015 +2026-01-07 23:36:29 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1003.40 total_reward_ma:979.98 loss:-0.008391 fps:1368 +frame:4.38e+06 wall_t:3202 t:273750 epi:nan +opt_step:68416 lr:0.0001405 clip_eps:0.1 entropy:1.026 +2026-01-07 23:36:37 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1004.90 total_reward_ma:980.53 loss:-0.00532 fps:1368 +frame:4.39e+06 wall_t:3210 t:274375 epi:nan +opt_step:68576 lr:0.0001403 clip_eps:0.1 entropy:1.241 +2026-01-07 23:36:44 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1007.90 total_reward_ma:981.17 loss:-0.004395 fps:1368 +frame:4.40e+06 wall_t:3217 t:275000 epi:nan +opt_step:68736 lr:0.00014 clip_eps:0.1 entropy:1.131 +2026-01-07 23:36:51 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1008.90 total_reward_ma:981.82 loss:0.000112 fps:1368 +frame:4.41e+06 wall_t:3224 t:275625 epi:nan +opt_step:68896 lr:0.0001398 clip_eps:0.1 entropy:1.012 +2026-01-07 23:36:59 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1015.20 total_reward_ma:982.51 loss:-0.007126 fps:1368 +frame:4.42e+06 wall_t:3232 t:276250 epi:nan +opt_step:69056 lr:0.0001395 clip_eps:0.1 entropy:1.116 +2026-01-07 23:37:06 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1023.80 total_reward_ma:983.24 loss:0.0004219 fps:1368 +frame:4.43e+06 wall_t:3239 t:276875 epi:nan +opt_step:69216 lr:0.0001393 clip_eps:0.1 entropy:1.142 +2026-01-07 23:37:13 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1021.80 total_reward_ma:983.96 loss:-0.001524 fps:1368 +frame:4.44e+06 wall_t:3246 t:277500 epi:nan +opt_step:69344 lr:0.000139 clip_eps:0.1 entropy:1.026 +2026-01-07 23:37:21 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1021.50 total_reward_ma:984.64 loss:-0.01189 fps:1368 +frame:4.45e+06 wall_t:3254 t:278125 epi:nan +opt_step:69504 lr:0.0001388 clip_eps:0.1 entropy:1.16 +2026-01-07 23:37:29 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1019.60 total_reward_ma:985.28 loss:0.001893 fps:1368 +frame:4.46e+06 wall_t:3261 t:278750 epi:nan +opt_step:69664 lr:0.0001385 clip_eps:0.1 entropy:1.104 +2026-01-07 23:37:36 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1022.50 total_reward_ma:985.91 loss:-0.008828 fps:1368 +frame:4.47e+06 wall_t:3268 t:279375 epi:nan +opt_step:69824 lr:0.0001383 clip_eps:0.1 entropy:0.9957 +2026-01-07 23:37:43 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1022.00 total_reward_ma:986.51 loss:-0.001489 fps:1368 +frame:4.48e+06 wall_t:3275 t:280000 epi:nan +opt_step:69984 lr:0.000138 clip_eps:0.1 entropy:1.075 +2026-01-07 23:37:50 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1025.00 total_reward_ma:987.11 loss:-0.002866 fps:1368 +frame:4.49e+06 wall_t:3283 t:280625 epi:nan +opt_step:70144 lr:0.0001378 clip_eps:0.1 entropy:1.101 +2026-01-07 23:37:57 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1025.70 total_reward_ma:987.71 loss:-0.006903 fps:1368 +frame:4.50e+06 wall_t:3289 t:281250 epi:nan +opt_step:70304 lr:0.0001375 clip_eps:0.1 entropy:1.045 +2026-01-07 23:38:04 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1027.30 total_reward_ma:988.31 loss:-0.007136 fps:1368 +frame:4.51e+06 wall_t:3297 t:281875 epi:nan +opt_step:70464 lr:0.0001373 clip_eps:0.1 entropy:1.112 +2026-01-07 23:38:11 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1024.60 total_reward_ma:988.82 loss:-0.01043 fps:1368 +frame:4.52e+06 wall_t:3304 t:282500 epi:nan +opt_step:70624 lr:0.000137 clip_eps:0.1 entropy:1.104 +2026-01-07 23:38:18 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1026.10 total_reward_ma:989.32 loss:-0.006454 fps:1369 +frame:4.53e+06 wall_t:3310 t:283125 epi:nan +opt_step:70752 lr:0.0001368 clip_eps:0.1 entropy:1.054 +2026-01-07 23:38:25 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1026.00 total_reward_ma:989.88 loss:-0.0009204 fps:1369 +frame:4.54e+06 wall_t:3317 t:283750 epi:nan +opt_step:70912 lr:0.0001365 clip_eps:0.1 entropy:1.243 +2026-01-07 23:38:32 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1027.90 total_reward_ma:990.45 loss:-0.0009444 fps:1369 +frame:4.55e+06 wall_t:3324 t:284375 epi:nan +opt_step:71072 lr:0.0001363 clip_eps:0.1 entropy:1.114 +2026-01-07 23:38:39 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1025.00 total_reward_ma:991.00 loss:-0.002237 fps:1369 +frame:4.56e+06 wall_t:3332 t:285000 epi:nan +opt_step:71232 lr:0.000136 clip_eps:0.1 entropy:1.14 +2026-01-07 23:38:46 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1022.30 total_reward_ma:991.59 loss:-0.00434 fps:1369 +frame:4.57e+06 wall_t:3339 t:285625 epi:nan +opt_step:71392 lr:0.0001358 clip_eps:0.1 entropy:1.168 +2026-01-07 23:38:53 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1019.50 total_reward_ma:992.11 loss:-0.001043 fps:1369 +frame:4.58e+06 wall_t:3346 t:286250 epi:nan +opt_step:71552 lr:0.0001355 clip_eps:0.1 entropy:1.033 +2026-01-07 23:39:00 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1021.50 total_reward_ma:992.61 loss:-0.001073 fps:1369 +frame:4.59e+06 wall_t:3353 t:286875 epi:nan +opt_step:71712 lr:0.0001353 clip_eps:0.1 entropy:0.9963 +2026-01-07 23:39:07 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1024.90 total_reward_ma:993.14 loss:0.0007638 fps:1369 +frame:4.60e+06 wall_t:3359 t:287500 epi:nan +opt_step:71872 lr:0.000135 clip_eps:0.1 entropy:1.285 +2026-01-07 23:39:14 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1021.10 total_reward_ma:993.64 loss:-0.005977 fps:1370 +frame:4.61e+06 wall_t:3366 t:288125 epi:nan +opt_step:72000 lr:0.0001348 clip_eps:0.1 entropy:1.031 +2026-01-07 23:39:21 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1021.80 total_reward_ma:994.15 loss:-0.01045 fps:1370 +frame:4.62e+06 wall_t:3373 t:288750 epi:nan +opt_step:72160 lr:0.0001345 clip_eps:0.1 entropy:1.248 +2026-01-07 23:39:28 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1020.20 total_reward_ma:994.62 loss:-0.007137 fps:1370 +frame:4.63e+06 wall_t:3380 t:289375 epi:nan +opt_step:72320 lr:0.0001343 clip_eps:0.1 entropy:1.156 +2026-01-07 23:39:34 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1022.40 total_reward_ma:995.07 loss:-0.007249 fps:1370 +frame:4.64e+06 wall_t:3387 t:290000 epi:nan +opt_step:72480 lr:0.000134 clip_eps:0.1 entropy:1.116 +2026-01-07 23:39:41 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1021.20 total_reward_ma:995.51 loss:-0.008378 fps:1370 +frame:4.65e+06 wall_t:3394 t:290625 epi:nan +opt_step:72640 lr:0.0001338 clip_eps:0.1 entropy:1.01 +2026-01-07 23:39:48 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1019.50 total_reward_ma:995.96 loss:0.008524 fps:1370 +frame:4.66e+06 wall_t:3401 t:291250 epi:nan +opt_step:72800 lr:0.0001335 clip_eps:0.1 entropy:1.259 +2026-01-07 23:39:56 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1012.60 total_reward_ma:996.34 loss:-0.00464 fps:1370 +frame:4.67e+06 wall_t:3409 t:291875 epi:nan +opt_step:72960 lr:0.0001333 clip_eps:0.1 entropy:0.9982 +2026-01-07 23:40:03 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1011.20 total_reward_ma:996.73 loss:-0.008064 fps:1370 +frame:4.68e+06 wall_t:3416 t:292500 epi:nan +opt_step:73120 lr:0.000133 clip_eps:0.1 entropy:1.075 +2026-01-07 23:40:10 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1004.50 total_reward_ma:997.04 loss:-0.008152 fps:1371 +frame:4.69e+06 wall_t:3422 t:293125 epi:nan +opt_step:73280 lr:0.0001328 clip_eps:0.1 entropy:1.248 +2026-01-07 23:40:16 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:999.60 total_reward_ma:997.25 loss:-0.006711 fps:1371 +frame:4.70e+06 wall_t:3429 t:293750 epi:nan +opt_step:73408 lr:0.0001325 clip_eps:0.1 entropy:1.172 +2026-01-07 23:40:24 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:999.40 total_reward_ma:997.47 loss:-0.001996 fps:1371 +frame:4.71e+06 wall_t:3436 t:294375 epi:nan +opt_step:73568 lr:0.0001323 clip_eps:0.1 entropy:1.191 +2026-01-07 23:40:31 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:992.50 total_reward_ma:997.62 loss:-0.005395 fps:1371 +frame:4.72e+06 wall_t:3443 t:295000 epi:nan +opt_step:73728 lr:0.000132 clip_eps:0.1 entropy:1.267 +2026-01-07 23:40:38 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:987.10 total_reward_ma:997.68 loss:-0.007113 fps:1371 +frame:4.73e+06 wall_t:3450 t:295625 epi:nan +opt_step:73888 lr:0.0001318 clip_eps:0.1 entropy:1.024 +2026-01-07 23:40:45 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:984.40 total_reward_ma:997.70 loss:-0.006616 fps:1371 +frame:4.74e+06 wall_t:3457 t:296250 epi:nan +opt_step:74048 lr:0.0001315 clip_eps:0.1 entropy:1.058 +2026-01-07 23:40:52 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:982.70 total_reward_ma:997.71 loss:-0.009516 fps:1371 +frame:4.75e+06 wall_t:3465 t:296875 epi:nan +opt_step:74208 lr:0.0001313 clip_eps:0.1 entropy:1.253 +2026-01-07 23:41:00 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:986.80 total_reward_ma:997.68 loss:-0.00405 fps:1371 +frame:4.76e+06 wall_t:3472 t:297500 epi:nan +opt_step:74368 lr:0.000131 clip_eps:0.1 entropy:1.144 +2026-01-07 23:41:07 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:988.20 total_reward_ma:997.71 loss:-0.0101 fps:1371 +frame:4.77e+06 wall_t:3479 t:298125 epi:nan +opt_step:74528 lr:0.0001308 clip_eps:0.1 entropy:0.9963 +2026-01-07 23:41:13 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:987.50 total_reward_ma:997.71 loss:-0.002198 fps:1371 +frame:4.78e+06 wall_t:3486 t:298750 epi:nan +opt_step:74656 lr:0.0001306 clip_eps:0.1 entropy:1.183 +2026-01-07 23:41:20 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:984.00 total_reward_ma:997.62 loss:-0.0004658 fps:1372 +frame:4.79e+06 wall_t:3492 t:299375 epi:nan +opt_step:74816 lr:0.0001303 clip_eps:0.1 entropy:1.24 +2026-01-07 23:41:27 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:986.60 total_reward_ma:997.52 loss:-0.004661 fps:1371 +frame:4.80e+06 wall_t:3500 t:300000 epi:nan +opt_step:74976 lr:0.00013 clip_eps:0.1 entropy:1.137 +2026-01-07 23:41:34 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:984.90 total_reward_ma:997.42 loss:-0.01109 fps:1372 +frame:4.81e+06 wall_t:3506 t:300625 epi:nan +opt_step:75136 lr:0.0001298 clip_eps:0.1 entropy:0.9877 +2026-01-07 23:41:40 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:983.50 total_reward_ma:997.32 loss:-0.008879 fps:1372 +frame:4.82e+06 wall_t:3513 t:301250 epi:nan +opt_step:75296 lr:0.0001295 clip_eps:0.1 entropy:1.296 +2026-01-07 23:41:47 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:983.10 total_reward_ma:997.21 loss:-0.001067 fps:1372 +frame:4.83e+06 wall_t:3520 t:301875 epi:nan +opt_step:75456 lr:0.0001293 clip_eps:0.1 entropy:1.143 +2026-01-07 23:41:54 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:983.20 total_reward_ma:997.06 loss:0.003525 fps:1373 +frame:4.84e+06 wall_t:3526 t:302500 epi:nan +opt_step:75616 lr:0.000129 clip_eps:0.1 entropy:1.206 +2026-01-07 23:42:00 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:982.70 total_reward_ma:996.86 loss:-0.006074 fps:1373 +frame:4.85e+06 wall_t:3533 t:303125 epi:nan +opt_step:75776 lr:0.0001288 clip_eps:0.1 entropy:1.137 +2026-01-07 23:42:07 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:986.50 total_reward_ma:996.66 loss:0.001128 fps:1373 +frame:4.86e+06 wall_t:3540 t:303750 epi:nan +opt_step:75936 lr:0.0001285 clip_eps:0.1 entropy:1.115 +2026-01-07 23:42:13 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:991.70 total_reward_ma:996.54 loss:-0.01167 fps:1373 +frame:4.87e+06 wall_t:3546 t:304375 epi:nan +opt_step:76064 lr:0.0001283 clip_eps:0.1 entropy:1.086 +2026-01-07 23:42:20 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:993.40 total_reward_ma:996.47 loss:-0.002254 fps:1373 +frame:4.88e+06 wall_t:3553 t:305000 epi:nan +opt_step:76224 lr:0.000128 clip_eps:0.1 entropy:1.19 +2026-01-07 23:42:27 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:994.10 total_reward_ma:996.42 loss:0.000856 fps:1374 +frame:4.89e+06 wall_t:3560 t:305625 epi:nan +opt_step:76384 lr:0.0001278 clip_eps:0.1 entropy:1.115 +2026-01-07 23:42:34 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:995.00 total_reward_ma:996.40 loss:-0.01079 fps:1374 +frame:4.90e+06 wall_t:3566 t:306250 epi:nan +opt_step:76544 lr:0.0001275 clip_eps:0.1 entropy:1.128 +2026-01-07 23:42:40 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:999.70 total_reward_ma:996.45 loss:-0.004442 fps:1374 +frame:4.91e+06 wall_t:3573 t:306875 epi:nan +opt_step:76704 lr:0.0001273 clip_eps:0.1 entropy:1.194 +2026-01-07 23:42:47 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1002.90 total_reward_ma:996.53 loss:-0.004847 fps:1375 +frame:4.92e+06 wall_t:3579 t:307500 epi:nan +opt_step:76864 lr:0.000127 clip_eps:0.1 entropy:1.1 +2026-01-07 23:42:54 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1005.90 total_reward_ma:996.66 loss:0.007371 fps:1375 +frame:4.93e+06 wall_t:3586 t:308125 epi:nan +opt_step:77024 lr:0.0001268 clip_eps:0.1 entropy:1.227 +2026-01-07 23:43:01 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1009.90 total_reward_ma:996.84 loss:-0.004505 fps:1375 +frame:4.94e+06 wall_t:3594 t:308750 epi:nan +opt_step:77184 lr:0.0001265 clip_eps:0.1 entropy:1.077 +2026-01-07 23:43:08 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1008.30 total_reward_ma:997.01 loss:-0.0009348 fps:1375 +frame:4.95e+06 wall_t:3600 t:309375 epi:nan +opt_step:77312 lr:0.0001263 clip_eps:0.1 entropy:1.04 +2026-01-07 23:43:14 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1004.60 total_reward_ma:997.14 loss:-0.007368 fps:1375 +frame:4.96e+06 wall_t:3607 t:310000 epi:nan +opt_step:77472 lr:0.000126 clip_eps:0.1 entropy:1.031 +2026-01-07 23:43:21 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1006.40 total_reward_ma:997.26 loss:-0.004757 fps:1375 +frame:4.97e+06 wall_t:3614 t:310625 epi:nan +opt_step:77632 lr:0.0001258 clip_eps:0.1 entropy:1.16 +2026-01-07 23:43:28 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1002.60 total_reward_ma:997.34 loss:0.001716 fps:1376 +frame:4.98e+06 wall_t:3620 t:311250 epi:nan +opt_step:77792 lr:0.0001255 clip_eps:0.1 entropy:1.089 +2026-01-07 23:43:35 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1001.30 total_reward_ma:997.42 loss:-0.006096 fps:1376 +frame:4.99e+06 wall_t:3627 t:311875 epi:nan +opt_step:77952 lr:0.0001253 clip_eps:0.1 entropy:1.029 +2026-01-07 23:43:41 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1002.90 total_reward_ma:997.59 loss:-0.001053 fps:1376 +frame:5.00e+06 wall_t:3634 t:312500 epi:nan +opt_step:78112 lr:0.000125 clip_eps:0.1 entropy:1.071 +2026-01-07 23:43:48 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1005.50 total_reward_ma:997.75 loss:0.004888 fps:1376 +frame:5.01e+06 wall_t:3641 t:313125 epi:nan +opt_step:78272 lr:0.0001248 clip_eps:0.1 entropy:0.9925 +2026-01-07 23:43:55 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1004.80 total_reward_ma:997.88 loss:-0.009247 fps:1376 +frame:5.02e+06 wall_t:3648 t:313750 epi:nan +opt_step:78432 lr:0.0001245 clip_eps:0.1 entropy:0.9268 +2026-01-07 23:44:02 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1005.60 total_reward_ma:998.01 loss:-0.006674 fps:1376 +frame:5.03e+06 wall_t:3655 t:314375 epi:nan +opt_step:78592 lr:0.0001243 clip_eps:0.1 entropy:1.173 +2026-01-07 23:44:09 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1005.70 total_reward_ma:998.14 loss:0.006766 fps:1377 +frame:5.04e+06 wall_t:3661 t:315000 epi:nan +opt_step:78720 lr:0.000124 clip_eps:0.1 entropy:1.061 +2026-01-07 23:44:16 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1006.80 total_reward_ma:998.27 loss:-0.01166 fps:1377 +frame:5.05e+06 wall_t:3668 t:315625 epi:nan +opt_step:78880 lr:0.0001238 clip_eps:0.1 entropy:0.9982 +2026-01-07 23:44:23 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1005.10 total_reward_ma:998.43 loss:0.0027 fps:1377 +frame:5.06e+06 wall_t:3675 t:316250 epi:nan +opt_step:79040 lr:0.0001235 clip_eps:0.1 entropy:1.166 +2026-01-07 23:44:30 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1004.60 total_reward_ma:998.55 loss:0.001204 fps:1377 +frame:5.07e+06 wall_t:3682 t:316875 epi:nan +opt_step:79200 lr:0.0001233 clip_eps:0.1 entropy:1.111 +2026-01-07 23:44:37 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1007.10 total_reward_ma:998.69 loss:-0.01337 fps:1377 +frame:5.08e+06 wall_t:3689 t:317500 epi:nan +opt_step:79360 lr:0.000123 clip_eps:0.1 entropy:1.051 +2026-01-07 23:44:43 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1004.90 total_reward_ma:998.77 loss:-0.003827 fps:1377 +frame:5.09e+06 wall_t:3696 t:318125 epi:nan +opt_step:79520 lr:0.0001228 clip_eps:0.1 entropy:1.145 +2026-01-07 23:44:50 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1007.80 total_reward_ma:998.85 loss:-0.004264 fps:1377 +frame:5.10e+06 wall_t:3703 t:318750 epi:nan +opt_step:79680 lr:0.0001225 clip_eps:0.1 entropy:1.071 +2026-01-07 23:44:57 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1009.80 total_reward_ma:998.96 loss:-0.01001 fps:1378 +frame:5.11e+06 wall_t:3709 t:319375 epi:nan +opt_step:79840 lr:0.0001223 clip_eps:0.1 entropy:1.104 +2026-01-07 23:45:04 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1007.40 total_reward_ma:999.11 loss:-0.009251 fps:1378 +frame:5.12e+06 wall_t:3716 t:320000 epi:nan +opt_step:80000 lr:0.000122 clip_eps:0.1 entropy:1.111 +2026-01-07 23:45:10 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1008.10 total_reward_ma:999.26 loss:0.006646 fps:1378 +frame:5.13e+06 wall_t:3723 t:320625 epi:nan +opt_step:80128 lr:0.0001218 clip_eps:0.1 entropy:1.128 +2026-01-07 23:45:17 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1010.60 total_reward_ma:999.49 loss:-0.004695 fps:1378 +frame:5.14e+06 wall_t:3729 t:321250 epi:nan +opt_step:80288 lr:0.0001215 clip_eps:0.1 entropy:1.08 +2026-01-07 23:45:24 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1015.50 total_reward_ma:999.81 loss:-0.0007242 fps:1378 +frame:5.15e+06 wall_t:3736 t:321875 epi:nan +opt_step:80448 lr:0.0001213 clip_eps:0.1 entropy:1.141 +2026-01-07 23:45:31 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1017.50 total_reward_ma:1000.16 loss:-0.006672 fps:1379 +frame:5.16e+06 wall_t:3743 t:322500 epi:nan +opt_step:80608 lr:0.000121 clip_eps:0.1 entropy:1.202 +2026-01-07 23:45:38 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1021.60 total_reward_ma:1000.55 loss:-0.009321 fps:1378 +frame:5.17e+06 wall_t:3751 t:323125 epi:nan +opt_step:80768 lr:0.0001208 clip_eps:0.1 entropy:1.234 +2026-01-07 23:45:45 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1022.80 total_reward_ma:1001.00 loss:-0.003597 fps:1378 +frame:5.18e+06 wall_t:3758 t:323750 epi:nan +opt_step:80928 lr:0.0001205 clip_eps:0.1 entropy:1.168 +2026-01-07 23:45:53 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1019.30 total_reward_ma:1001.37 loss:0.004601 fps:1378 +frame:5.19e+06 wall_t:3765 t:324375 epi:nan +opt_step:81088 lr:0.0001203 clip_eps:0.1 entropy:1.214 +2026-01-07 23:46:00 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1019.70 total_reward_ma:1001.77 loss:0.00123 fps:1379 +frame:5.20e+06 wall_t:3772 t:325000 epi:nan +opt_step:81248 lr:0.00012 clip_eps:0.1 entropy:1.099 +2026-01-07 23:46:07 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1016.80 total_reward_ma:1002.22 loss:-0.004931 fps:1379 +frame:5.21e+06 wall_t:3779 t:325625 epi:nan +opt_step:81376 lr:0.0001198 clip_eps:0.1 entropy:1.33 +2026-01-07 23:46:13 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1014.00 total_reward_ma:1002.70 loss:0.003563 fps:1379 +frame:5.22e+06 wall_t:3786 t:326250 epi:nan +opt_step:81536 lr:0.0001195 clip_eps:0.1 entropy:1.132 +2026-01-07 23:46:21 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1018.90 total_reward_ma:1003.28 loss:-0.007853 fps:1379 +frame:5.23e+06 wall_t:3793 t:326875 epi:nan +opt_step:81696 lr:0.0001193 clip_eps:0.1 entropy:1.075 +2026-01-07 23:46:27 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1017.80 total_reward_ma:1003.88 loss:-0.006275 fps:1379 +frame:5.24e+06 wall_t:3800 t:327500 epi:nan +opt_step:81856 lr:0.000119 clip_eps:0.1 entropy:1.258 +2026-01-07 23:46:34 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1021.30 total_reward_ma:1004.49 loss:-0.00255 fps:1379 +frame:5.25e+06 wall_t:3807 t:328125 epi:nan +opt_step:82016 lr:0.0001188 clip_eps:0.1 entropy:1.2 +2026-01-07 23:46:42 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1026.50 total_reward_ma:1005.16 loss:-0.01145 fps:1379 +frame:5.26e+06 wall_t:3814 t:328750 epi:nan +opt_step:82176 lr:0.0001185 clip_eps:0.1 entropy:1.022 +2026-01-07 23:46:49 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1025.20 total_reward_ma:1005.78 loss:-0.01201 fps:1379 +frame:5.27e+06 wall_t:3821 t:329375 epi:nan +opt_step:82336 lr:0.0001183 clip_eps:0.1 entropy:1.062 +2026-01-07 23:46:56 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1024.40 total_reward_ma:1006.37 loss:-0.002408 fps:1379 +frame:5.28e+06 wall_t:3829 t:330000 epi:nan +opt_step:82496 lr:0.000118 clip_eps:0.1 entropy:1.044 +2026-01-07 23:47:03 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1023.10 total_reward_ma:1006.94 loss:-0.007302 fps:1379 +frame:5.29e+06 wall_t:3836 t:330625 epi:nan +opt_step:82656 lr:0.0001178 clip_eps:0.1 entropy:1.168 +2026-01-07 23:47:09 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1015.30 total_reward_ma:1007.39 loss:-0.004884 fps:1379 +frame:5.30e+06 wall_t:3842 t:331250 epi:nan +opt_step:82784 lr:0.0001175 clip_eps:0.1 entropy:1.203 +2026-01-07 23:47:16 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1015.80 total_reward_ma:1007.79 loss:-0.004636 fps:1380 +frame:5.31e+06 wall_t:3849 t:331875 epi:nan +opt_step:82944 lr:0.0001173 clip_eps:0.1 entropy:1.094 +2026-01-07 23:47:23 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1016.50 total_reward_ma:1008.19 loss:0.005122 fps:1380 +frame:5.32e+06 wall_t:3855 t:332500 epi:nan +opt_step:83104 lr:0.000117 clip_eps:0.1 entropy:1.197 +2026-01-07 23:47:30 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1018.90 total_reward_ma:1008.56 loss:-0.003987 fps:1380 +frame:5.33e+06 wall_t:3862 t:333125 epi:nan +opt_step:83264 lr:0.0001168 clip_eps:0.1 entropy:1.041 +2026-01-07 23:47:37 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1021.00 total_reward_ma:1008.89 loss:-0.0001639 fps:1380 +frame:5.34e+06 wall_t:3869 t:333750 epi:nan +opt_step:83424 lr:0.0001165 clip_eps:0.1 entropy:1.026 +2026-01-07 23:47:43 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1021.30 total_reward_ma:1009.20 loss:-0.007993 fps:1380 +frame:5.35e+06 wall_t:3876 t:334375 epi:nan +opt_step:83584 lr:0.0001163 clip_eps:0.1 entropy:1.108 +2026-01-07 23:47:51 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1018.50 total_reward_ma:1009.46 loss:-0.007868 fps:1380 +frame:5.36e+06 wall_t:3883 t:335000 epi:nan +opt_step:83744 lr:0.000116 clip_eps:0.1 entropy:1.045 +2026-01-07 23:47:58 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1021.10 total_reward_ma:1009.70 loss:-0.005957 fps:1380 +frame:5.37e+06 wall_t:3890 t:335625 epi:nan +opt_step:83904 lr:0.0001158 clip_eps:0.1 entropy:1.144 +2026-01-07 23:48:04 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1020.70 total_reward_ma:1009.87 loss:-0.00344 fps:1381 +frame:5.38e+06 wall_t:3896 t:336250 epi:nan +opt_step:84032 lr:0.0001155 clip_eps:0.1 entropy:1.186 +2026-01-07 23:48:11 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1022.60 total_reward_ma:1010.05 loss:-0.001951 fps:1381 +frame:5.39e+06 wall_t:3904 t:336875 epi:nan +opt_step:84192 lr:0.0001153 clip_eps:0.1 entropy:1.209 +2026-01-07 23:48:18 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1019.80 total_reward_ma:1010.17 loss:-0.007439 fps:1381 +frame:5.40e+06 wall_t:3910 t:337500 epi:nan +opt_step:84352 lr:0.000115 clip_eps:0.1 entropy:1.027 +2026-01-07 23:48:25 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1019.00 total_reward_ma:1010.27 loss:-0.002469 fps:1381 +frame:5.41e+06 wall_t:3917 t:338125 epi:nan +opt_step:84512 lr:0.0001148 clip_eps:0.1 entropy:1.229 +2026-01-07 23:48:32 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1015.10 total_reward_ma:1010.27 loss:0.004585 fps:1381 +frame:5.42e+06 wall_t:3924 t:338750 epi:nan +opt_step:84672 lr:0.0001145 clip_eps:0.1 entropy:1.075 +2026-01-07 23:48:38 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1010.50 total_reward_ma:1010.13 loss:-0.007052 fps:1381 +frame:5.43e+06 wall_t:3931 t:339375 epi:nan +opt_step:84832 lr:0.0001143 clip_eps:0.1 entropy:1.055 +2026-01-07 23:48:45 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1004.40 total_reward_ma:1009.96 loss:-0.004832 fps:1381 +frame:5.44e+06 wall_t:3938 t:340000 epi:nan +opt_step:84992 lr:0.000114 clip_eps:0.1 entropy:1.066 +2026-01-07 23:48:52 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1005.50 total_reward_ma:1009.80 loss:-0.004901 fps:1382 +frame:5.45e+06 wall_t:3944 t:340625 epi:nan +opt_step:85152 lr:0.0001138 clip_eps:0.1 entropy:1.099 +2026-01-07 23:48:59 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1000.30 total_reward_ma:1009.61 loss:-0.008097 fps:1382 +frame:5.46e+06 wall_t:3951 t:341250 epi:nan +opt_step:85312 lr:0.0001135 clip_eps:0.1 entropy:1.181 +2026-01-07 23:49:05 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:997.40 total_reward_ma:1009.36 loss:-0.002016 fps:1382 +frame:5.47e+06 wall_t:3958 t:341875 epi:nan +opt_step:85440 lr:0.0001133 clip_eps:0.1 entropy:1.032 +2026-01-07 23:49:12 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:994.00 total_reward_ma:1009.08 loss:0.002235 fps:1382 +frame:5.48e+06 wall_t:3964 t:342500 epi:nan +opt_step:85600 lr:0.000113 clip_eps:0.1 entropy:1.188 +2026-01-07 23:49:19 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:999.10 total_reward_ma:1008.82 loss:-0.01161 fps:1383 +frame:5.49e+06 wall_t:3971 t:343125 epi:nan +opt_step:85760 lr:0.0001128 clip_eps:0.1 entropy:1.109 +2026-01-07 23:49:26 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1000.10 total_reward_ma:1008.56 loss:-0.003561 fps:1383 +frame:5.50e+06 wall_t:3978 t:343750 epi:nan +opt_step:85920 lr:0.0001125 clip_eps:0.1 entropy:1.156 +2026-01-07 23:49:33 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:995.60 total_reward_ma:1008.24 loss:-0.003512 fps:1383 +frame:5.51e+06 wall_t:3985 t:344375 epi:nan +opt_step:86080 lr:0.0001123 clip_eps:0.1 entropy:1.053 +2026-01-07 23:49:39 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:991.20 total_reward_ma:1007.91 loss:-0.007021 fps:1383 +frame:5.52e+06 wall_t:3992 t:345000 epi:nan +opt_step:86240 lr:0.000112 clip_eps:0.1 entropy:1.136 +2026-01-07 23:49:46 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:989.40 total_reward_ma:1007.54 loss:-0.005888 fps:1383 +frame:5.53e+06 wall_t:3998 t:345625 epi:nan +opt_step:86400 lr:0.0001118 clip_eps:0.1 entropy:1.192 +2026-01-07 23:49:53 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:989.60 total_reward_ma:1007.18 loss:0.002103 fps:1383 +frame:5.54e+06 wall_t:4005 t:346250 epi:nan +opt_step:86560 lr:0.0001115 clip_eps:0.1 entropy:1.139 +2026-01-07 23:49:59 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:989.00 total_reward_ma:1006.79 loss:-0.01289 fps:1384 +frame:5.55e+06 wall_t:4011 t:346875 epi:nan +opt_step:86688 lr:0.0001113 clip_eps:0.1 entropy:1.246 +2026-01-07 23:50:06 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:986.90 total_reward_ma:1006.41 loss:-0.009466 fps:1383 +frame:5.56e+06 wall_t:4019 t:347500 epi:nan +opt_step:86848 lr:0.000111 clip_eps:0.1 entropy:1.164 +2026-01-07 23:50:13 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:989.00 total_reward_ma:1006.08 loss:0.002672 fps:1384 +frame:5.57e+06 wall_t:4026 t:348125 epi:nan +opt_step:87008 lr:0.0001108 clip_eps:0.1 entropy:1.205 +2026-01-07 23:50:20 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:989.50 total_reward_ma:1005.78 loss:-0.006893 fps:1384 +frame:5.58e+06 wall_t:4033 t:348750 epi:nan +opt_step:87168 lr:0.0001105 clip_eps:0.1 entropy:1.146 +2026-01-07 23:50:27 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:996.20 total_reward_ma:1005.52 loss:-0.007165 fps:1384 +frame:5.59e+06 wall_t:4040 t:349375 epi:nan +opt_step:87328 lr:0.0001103 clip_eps:0.1 entropy:1.099 +2026-01-07 23:50:34 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:998.00 total_reward_ma:1005.25 loss:-0.005652 fps:1384 +frame:5.60e+06 wall_t:4046 t:350000 epi:nan +opt_step:87488 lr:0.00011 clip_eps:0.1 entropy:1.291 +2026-01-07 23:50:41 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1001.30 total_reward_ma:1005.06 loss:-0.008991 fps:1384 +frame:5.61e+06 wall_t:4053 t:350625 epi:nan +opt_step:87648 lr:0.0001098 clip_eps:0.1 entropy:1.145 +2026-01-07 23:50:48 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1002.30 total_reward_ma:1004.86 loss:-0.01335 fps:1384 +frame:5.62e+06 wall_t:4060 t:351250 epi:nan +opt_step:87808 lr:0.0001095 clip_eps:0.1 entropy:1.087 +2026-01-07 23:50:55 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1002.50 total_reward_ma:1004.68 loss:-0.00596 fps:1384 +frame:5.63e+06 wall_t:4068 t:351875 epi:nan +opt_step:87968 lr:0.0001093 clip_eps:0.1 entropy:1.281 +2026-01-07 23:51:01 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1011.50 total_reward_ma:1004.57 loss:0.01488 fps:1384 +frame:5.64e+06 wall_t:4074 t:352500 epi:nan +opt_step:88096 lr:0.000109 clip_eps:0.1 entropy:1.275 +2026-01-07 23:51:08 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1014.70 total_reward_ma:1004.51 loss:-0.006406 fps:1384 +frame:5.65e+06 wall_t:4081 t:353125 epi:nan +opt_step:88256 lr:0.0001088 clip_eps:0.1 entropy:1.111 +2026-01-07 23:51:15 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1015.00 total_reward_ma:1004.47 loss:-0.004257 fps:1385 +frame:5.66e+06 wall_t:4088 t:353750 epi:nan +opt_step:88416 lr:0.0001085 clip_eps:0.1 entropy:1.182 +2026-01-07 23:51:22 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1024.80 total_reward_ma:1004.59 loss:-0.001786 fps:1385 +frame:5.67e+06 wall_t:4094 t:354375 epi:nan +opt_step:88576 lr:0.0001083 clip_eps:0.1 entropy:1.13 +2026-01-07 23:51:29 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1028.40 total_reward_ma:1004.76 loss:-0.01148 fps:1385 +frame:5.68e+06 wall_t:4101 t:355000 epi:nan +opt_step:88736 lr:0.000108 clip_eps:0.1 entropy:1.031 +2026-01-07 23:51:36 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1028.50 total_reward_ma:1005.00 loss:-0.004098 fps:1385 +frame:5.69e+06 wall_t:4108 t:355625 epi:nan +opt_step:88896 lr:0.0001078 clip_eps:0.1 entropy:1.2 +2026-01-07 23:51:43 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1031.10 total_reward_ma:1005.31 loss:0.001527 fps:1385 +frame:5.70e+06 wall_t:4116 t:356250 epi:nan +opt_step:89056 lr:0.0001075 clip_eps:0.1 entropy:1.215 +2026-01-07 23:51:50 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1032.70 total_reward_ma:1005.65 loss:-0.009569 fps:1385 +frame:5.71e+06 wall_t:4123 t:356875 epi:nan +opt_step:89216 lr:0.0001073 clip_eps:0.1 entropy:1.081 +2026-01-07 23:51:56 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1032.70 total_reward_ma:1006.05 loss:-0.0007719 fps:1385 +frame:5.72e+06 wall_t:4129 t:357500 epi:nan +opt_step:89344 lr:0.000107 clip_eps:0.1 entropy:1.121 +2026-01-07 23:52:03 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1029.00 total_reward_ma:1006.47 loss:-0.001556 fps:1386 +frame:5.73e+06 wall_t:4135 t:358125 epi:nan +opt_step:89504 lr:0.0001068 clip_eps:0.1 entropy:1.175 +2026-01-07 23:52:09 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1028.30 total_reward_ma:1006.91 loss:-0.01465 fps:1386 +frame:5.74e+06 wall_t:4142 t:358750 epi:nan +opt_step:89664 lr:0.0001065 clip_eps:0.1 entropy:1.088 +2026-01-07 23:52:15 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1030.20 total_reward_ma:1007.38 loss:-0.01149 fps:1386 +frame:5.75e+06 wall_t:4148 t:359375 epi:nan +opt_step:89824 lr:0.0001063 clip_eps:0.1 entropy:1.078 +2026-01-07 23:52:23 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1033.70 total_reward_ma:1007.85 loss:0.008043 fps:1386 +frame:5.76e+06 wall_t:4155 t:360000 epi:nan +opt_step:89984 lr:0.000106 clip_eps:0.1 entropy:1.204 +2026-01-07 23:52:30 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1035.20 total_reward_ma:1008.32 loss:-0.008372 fps:1386 +frame:5.77e+06 wall_t:4162 t:360625 epi:nan +opt_step:90144 lr:0.0001058 clip_eps:0.1 entropy:1.061 +2026-01-07 23:52:37 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1037.10 total_reward_ma:1008.82 loss:-0.007855 fps:1386 +frame:5.78e+06 wall_t:4169 t:361250 epi:nan +opt_step:90304 lr:0.0001055 clip_eps:0.1 entropy:1.094 +2026-01-07 23:52:43 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1038.00 total_reward_ma:1009.36 loss:0.0004269 fps:1386 +frame:5.79e+06 wall_t:4176 t:361875 epi:nan +opt_step:90464 lr:0.0001053 clip_eps:0.1 entropy:1.152 +2026-01-07 23:52:50 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1044.10 total_reward_ma:1009.93 loss:-0.01124 fps:1387 +frame:5.80e+06 wall_t:4183 t:362500 epi:nan +opt_step:90624 lr:0.000105 clip_eps:0.1 entropy:1.067 +2026-01-07 23:52:57 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1042.90 total_reward_ma:1010.51 loss:-0.01272 fps:1387 +frame:5.81e+06 wall_t:4190 t:363125 epi:nan +opt_step:90752 lr:0.0001048 clip_eps:0.1 entropy:1.077 +2026-01-07 23:53:04 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1042.80 total_reward_ma:1011.10 loss:-0.006434 fps:1387 +frame:5.82e+06 wall_t:4197 t:363750 epi:nan +opt_step:90912 lr:0.0001045 clip_eps:0.1 entropy:1.193 +2026-01-07 23:53:11 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1034.60 total_reward_ma:1011.62 loss:-3.309e-05 fps:1387 +frame:5.83e+06 wall_t:4204 t:364375 epi:nan +opt_step:91072 lr:0.0001043 clip_eps:0.1 entropy:1.181 +2026-01-07 23:53:18 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1035.10 total_reward_ma:1012.14 loss:-0.01076 fps:1387 +frame:5.84e+06 wall_t:4211 t:365000 epi:nan +opt_step:91232 lr:0.000104 clip_eps:0.1 entropy:1.095 +2026-01-07 23:53:25 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1033.70 total_reward_ma:1012.65 loss:-0.004541 fps:1387 +frame:5.85e+06 wall_t:4218 t:365625 epi:nan +opt_step:91392 lr:0.0001038 clip_eps:0.1 entropy:1.09 +2026-01-07 23:53:32 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1034.30 total_reward_ma:1013.13 loss:-0.00213 fps:1387 +frame:5.86e+06 wall_t:4225 t:366250 epi:nan +opt_step:91552 lr:0.0001035 clip_eps:0.1 entropy:1.251 +2026-01-07 23:53:39 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1031.50 total_reward_ma:1013.53 loss:-0.007378 fps:1387 +frame:5.87e+06 wall_t:4232 t:366875 epi:nan +opt_step:91712 lr:0.0001033 clip_eps:0.1 entropy:1.002 +2026-01-07 23:53:46 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1033.10 total_reward_ma:1013.92 loss:-0.002348 fps:1387 +frame:5.88e+06 wall_t:4238 t:367500 epi:nan +opt_step:91872 lr:0.000103 clip_eps:0.1 entropy:1.217 +2026-01-07 23:53:53 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1034.00 total_reward_ma:1014.32 loss:-0.005519 fps:1388 +frame:5.89e+06 wall_t:4245 t:368125 epi:nan +opt_step:92000 lr:0.0001028 clip_eps:0.1 entropy:1.078 +2026-01-07 23:54:00 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1032.70 total_reward_ma:1014.70 loss:-0.002896 fps:1388 +frame:5.90e+06 wall_t:4252 t:368750 epi:nan +opt_step:92160 lr:0.0001025 clip_eps:0.1 entropy:1.118 +2026-01-07 23:54:07 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1031.40 total_reward_ma:1015.02 loss:-0.009284 fps:1387 +frame:5.91e+06 wall_t:4260 t:369375 epi:nan +opt_step:92320 lr:0.0001023 clip_eps:0.1 entropy:1.14 +2026-01-07 23:54:15 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1033.30 total_reward_ma:1015.32 loss:-0.001016 fps:1387 +frame:5.92e+06 wall_t:4267 t:370000 epi:nan +opt_step:92480 lr:0.000102 clip_eps:0.1 entropy:1.181 +2026-01-07 23:54:22 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1034.40 total_reward_ma:1015.60 loss:-0.009518 fps:1387 +frame:5.93e+06 wall_t:4275 t:370625 epi:nan +opt_step:92640 lr:0.0001018 clip_eps:0.1 entropy:1.026 +2026-01-07 23:54:29 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1034.60 total_reward_ma:1015.85 loss:-0.004964 fps:1387 +frame:5.94e+06 wall_t:4282 t:371250 epi:nan +opt_step:92800 lr:0.0001015 clip_eps:0.1 entropy:1.232 +2026-01-07 23:54:36 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1035.40 total_reward_ma:1016.12 loss:-0.00778 fps:1388 +frame:5.95e+06 wall_t:4288 t:371875 epi:nan +opt_step:92960 lr:0.0001013 clip_eps:0.1 entropy:1.165 +2026-01-07 23:54:43 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1035.50 total_reward_ma:1016.43 loss:-0.001125 fps:1388 +frame:5.96e+06 wall_t:4295 t:372500 epi:nan +opt_step:93120 lr:0.000101 clip_eps:0.1 entropy:1.062 +2026-01-07 23:54:49 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1034.70 total_reward_ma:1016.71 loss:-0.007172 fps:1388 +frame:5.97e+06 wall_t:4302 t:373125 epi:nan +opt_step:93280 lr:0.0001008 clip_eps:0.1 entropy:1.084 +2026-01-07 23:54:55 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1030.00 total_reward_ma:1016.99 loss:-0.002055 fps:1388 +frame:5.98e+06 wall_t:4308 t:373750 epi:nan +opt_step:93408 lr:0.0001005 clip_eps:0.1 entropy:1.286 +2026-01-07 23:55:02 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1033.60 total_reward_ma:1017.31 loss:-0.01024 fps:1388 +frame:5.99e+06 wall_t:4315 t:374375 epi:nan +opt_step:93568 lr:0.0001003 clip_eps:0.1 entropy:1.115 +2026-01-07 23:55:09 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1034.40 total_reward_ma:1017.63 loss:-0.01429 fps:1388 +frame:6.00e+06 wall_t:4322 t:375000 epi:nan +opt_step:93728 lr:0.0001 clip_eps:0.1 entropy:1.084 +2026-01-07 23:55:17 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1035.60 total_reward_ma:1017.93 loss:-0.002542 fps:1388 +frame:6.01e+06 wall_t:4329 t:375625 epi:nan +opt_step:93888 lr:9.978e-05 clip_eps:0.1 entropy:1.174 +2026-01-07 23:55:24 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1037.30 total_reward_ma:1018.25 loss:0.00142 fps:1388 +frame:6.02e+06 wall_t:4337 t:376250 epi:nan +opt_step:94048 lr:9.952e-05 clip_eps:0.1 entropy:1.16 +2026-01-07 23:55:32 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1039.60 total_reward_ma:1018.59 loss:-0.008863 fps:1388 +frame:6.03e+06 wall_t:4344 t:376875 epi:nan +opt_step:94208 lr:9.927e-05 clip_eps:0.1 entropy:1.095 +2026-01-07 23:55:39 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1037.10 total_reward_ma:1018.91 loss:-0.002831 fps:1388 +frame:6.04e+06 wall_t:4351 t:377500 epi:nan +opt_step:94368 lr:9.901e-05 clip_eps:0.1 entropy:1.278 +2026-01-07 23:55:46 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1029.90 total_reward_ma:1019.14 loss:-0.01034 fps:1388 +frame:6.05e+06 wall_t:4358 t:378125 epi:nan +opt_step:94528 lr:9.876e-05 clip_eps:0.1 entropy:1.134 +2026-01-07 23:55:53 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1029.50 total_reward_ma:1019.38 loss:-0.01153 fps:1388 +frame:6.06e+06 wall_t:4365 t:378750 epi:nan +opt_step:94656 lr:9.855e-05 clip_eps:0.1 entropy:1.128 +2026-01-07 23:56:00 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1032.40 total_reward_ma:1019.66 loss:-0.007867 fps:1388 +frame:6.07e+06 wall_t:4372 t:379375 epi:nan +opt_step:94816 lr:9.829e-05 clip_eps:0.1 entropy:1.292 +2026-01-07 23:56:07 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1029.20 total_reward_ma:1019.88 loss:-0.006884 fps:1388 +frame:6.08e+06 wall_t:4379 t:380000 epi:nan +opt_step:94976 lr:9.804e-05 clip_eps:0.1 entropy:1.115 +2026-01-07 23:56:13 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1030.20 total_reward_ma:1020.13 loss:-0.009891 fps:1389 +frame:6.09e+06 wall_t:4386 t:380625 epi:nan +opt_step:95136 lr:9.778e-05 clip_eps:0.1 entropy:1.025 +2026-01-07 23:56:20 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1028.70 total_reward_ma:1020.34 loss:-0.008195 fps:1389 +frame:6.10e+06 wall_t:4393 t:381250 epi:nan +opt_step:95296 lr:9.753e-05 clip_eps:0.1 entropy:1.374 +2026-01-07 23:56:27 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1031.70 total_reward_ma:1020.56 loss:-0.0009963 fps:1389 +frame:6.11e+06 wall_t:4400 t:381875 epi:nan +opt_step:95456 lr:9.727e-05 clip_eps:0.1 entropy:1.182 +2026-01-07 23:56:34 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1031.20 total_reward_ma:1020.80 loss:-0.005295 fps:1389 +frame:6.12e+06 wall_t:4406 t:382500 epi:nan +opt_step:95616 lr:9.701e-05 clip_eps:0.1 entropy:1.072 +2026-01-07 23:56:41 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1025.90 total_reward_ma:1020.98 loss:-0.007714 fps:1389 +frame:6.13e+06 wall_t:4413 t:383125 epi:nan +opt_step:95776 lr:9.676e-05 clip_eps:0.1 entropy:1.228 +2026-01-07 23:56:47 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1021.10 total_reward_ma:1021.08 loss:-1.192e-05 fps:1389 +frame:6.14e+06 wall_t:4420 t:383750 epi:nan +opt_step:95936 lr:9.65e-05 clip_eps:0.1 entropy:1.026 +2026-01-07 23:56:54 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1020.10 total_reward_ma:1021.13 loss:-0.01365 fps:1390 +frame:6.15e+06 wall_t:4426 t:384375 epi:nan +opt_step:96064 lr:9.63e-05 clip_eps:0.1 entropy:1.049 +2026-01-07 23:57:01 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1019.30 total_reward_ma:1021.15 loss:-0.009826 fps:1389 +frame:6.16e+06 wall_t:4434 t:385000 epi:nan +opt_step:96224 lr:9.604e-05 clip_eps:0.1 entropy:1.166 +2026-01-07 23:57:08 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1023.00 total_reward_ma:1021.16 loss:0.0007052 fps:1389 +frame:6.17e+06 wall_t:4441 t:385625 epi:nan +opt_step:96384 lr:9.579e-05 clip_eps:0.1 entropy:1.191 +2026-01-07 23:57:15 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1024.30 total_reward_ma:1021.17 loss:-0.006368 fps:1389 +frame:6.18e+06 wall_t:4448 t:386250 epi:nan +opt_step:96544 lr:9.553e-05 clip_eps:0.1 entropy:1.204 +2026-01-07 23:57:22 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1022.00 total_reward_ma:1021.20 loss:-0.004959 fps:1389 +frame:6.19e+06 wall_t:4455 t:386875 epi:nan +opt_step:96704 lr:9.527e-05 clip_eps:0.1 entropy:1.145 +2026-01-07 23:57:30 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1019.80 total_reward_ma:1021.20 loss:-0.0002801 fps:1390 +frame:6.20e+06 wall_t:4462 t:387500 epi:nan +opt_step:96864 lr:9.502e-05 clip_eps:0.1 entropy:1.212 +2026-01-07 23:57:36 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1024.90 total_reward_ma:1021.28 loss:-0.01474 fps:1390 +frame:6.21e+06 wall_t:4469 t:388125 epi:nan +opt_step:97024 lr:9.476e-05 clip_eps:0.1 entropy:1.067 +2026-01-07 23:57:43 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1024.80 total_reward_ma:1021.39 loss:-0.006111 fps:1390 +frame:6.22e+06 wall_t:4476 t:388750 epi:nan +opt_step:97184 lr:9.451e-05 clip_eps:0.1 entropy:1.304 +2026-01-07 23:57:50 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1027.60 total_reward_ma:1021.48 loss:-0.002485 fps:1390 +frame:6.23e+06 wall_t:4483 t:389375 epi:nan +opt_step:97312 lr:9.43e-05 clip_eps:0.1 entropy:1.255 +2026-01-07 23:57:58 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1029.00 total_reward_ma:1021.59 loss:-0.01214 fps:1390 +frame:6.24e+06 wall_t:4490 t:390000 epi:nan +opt_step:97472 lr:9.404e-05 clip_eps:0.1 entropy:1.048 +2026-01-07 23:58:05 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1031.50 total_reward_ma:1021.69 loss:-0.003603 fps:1390 +frame:6.25e+06 wall_t:4498 t:390625 epi:nan +opt_step:97632 lr:9.379e-05 clip_eps:0.1 entropy:1.27 +2026-01-07 23:58:13 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1033.50 total_reward_ma:1021.76 loss:-0.0058 fps:1390 +frame:6.26e+06 wall_t:4505 t:391250 epi:nan +opt_step:97792 lr:9.353e-05 clip_eps:0.1 entropy:1.227 +2026-01-07 23:58:21 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1033.30 total_reward_ma:1021.84 loss:-0.003176 fps:1389 +frame:6.27e+06 wall_t:4513 t:391875 epi:nan +opt_step:97952 lr:9.328e-05 clip_eps:0.1 entropy:1.271 +2026-01-07 23:58:28 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1037.90 total_reward_ma:1021.98 loss:-0.01073 fps:1389 +frame:6.28e+06 wall_t:4520 t:392500 epi:nan +opt_step:98112 lr:9.302e-05 clip_eps:0.1 entropy:1.178 +2026-01-07 23:58:35 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1039.00 total_reward_ma:1022.14 loss:-0.006817 fps:1389 +frame:6.29e+06 wall_t:4528 t:393125 epi:nan +opt_step:98272 lr:9.276e-05 clip_eps:0.1 entropy:1.107 +2026-01-07 23:58:43 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1036.70 total_reward_ma:1022.35 loss:0.001271 fps:1389 +frame:6.30e+06 wall_t:4536 t:393750 epi:nan +opt_step:98432 lr:9.251e-05 clip_eps:0.1 entropy:1.254 +2026-01-07 23:58:51 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1036.80 total_reward_ma:1022.56 loss:-0.011 fps:1389 +frame:6.31e+06 wall_t:4543 t:394375 epi:nan +opt_step:98592 lr:9.225e-05 clip_eps:0.1 entropy:1.122 +2026-01-07 23:58:58 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1040.20 total_reward_ma:1022.80 loss:-0.0017 fps:1389 +frame:6.32e+06 wall_t:4550 t:395000 epi:nan +opt_step:98720 lr:9.205e-05 clip_eps:0.1 entropy:1.214 +2026-01-07 23:59:05 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1048.30 total_reward_ma:1023.09 loss:-0.004035 fps:1389 +frame:6.33e+06 wall_t:4558 t:395625 epi:nan +opt_step:98880 lr:9.179e-05 clip_eps:0.1 entropy:1.087 +2026-01-07 23:59:13 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1048.90 total_reward_ma:1023.37 loss:-0.008918 fps:1389 +frame:6.34e+06 wall_t:4565 t:396250 epi:nan +opt_step:99040 lr:9.154e-05 clip_eps:0.1 entropy:1.136 +2026-01-07 23:59:20 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1048.50 total_reward_ma:1023.64 loss:-0.008578 fps:1389 +frame:6.35e+06 wall_t:4573 t:396875 epi:nan +opt_step:99200 lr:9.128e-05 clip_eps:0.1 entropy:1.097 +2026-01-07 23:59:27 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1052.80 total_reward_ma:1023.99 loss:-0.0004459 fps:1389 +frame:6.36e+06 wall_t:4580 t:397500 epi:nan +opt_step:99360 lr:9.102e-05 clip_eps:0.1 entropy:1.21 +2026-01-07 23:59:35 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1053.60 total_reward_ma:1024.31 loss:-0.005211 fps:1389 +frame:6.37e+06 wall_t:4587 t:398125 epi:nan +opt_step:99520 lr:9.077e-05 clip_eps:0.1 entropy:1.023 +2026-01-07 23:59:42 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1052.60 total_reward_ma:1024.63 loss:0.004536 fps:1389 +frame:6.38e+06 wall_t:4594 t:398750 epi:nan +opt_step:99680 lr:9.051e-05 clip_eps:0.1 entropy:1.254 +2026-01-07 23:59:48 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1053.40 total_reward_ma:1024.94 loss:-0.001393 fps:1389 +frame:6.39e+06 wall_t:4600 t:399375 epi:nan +opt_step:99840 lr:9.026e-05 clip_eps:0.1 entropy:1.156 +2026-01-07 23:59:55 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1053.60 total_reward_ma:1025.28 loss:-0.009784 fps:1389 +frame:6.40e+06 wall_t:4607 t:400000 epi:nan +opt_step:100000 lr:9e-05 clip_eps:0.1 entropy:1.098 +2026-01-08 00:00:01 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1052.00 total_reward_ma:1025.61 loss:-0.0009962 fps:1390 +frame:6.41e+06 wall_t:4613 t:400625 epi:nan +opt_step:100128 lr:8.98e-05 clip_eps:0.1 entropy:1.235 +2026-01-08 00:00:07 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1051.50 total_reward_ma:1025.97 loss:-0.004623 fps:1390 +frame:6.42e+06 wall_t:4620 t:401250 epi:nan +opt_step:100288 lr:8.954e-05 clip_eps:0.1 entropy:1.152 +2026-01-08 00:00:14 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1052.90 total_reward_ma:1026.40 loss:-0.00827 fps:1390 +frame:6.43e+06 wall_t:4626 t:401875 epi:nan +opt_step:100448 lr:8.928e-05 clip_eps:0.1 entropy:1.07 +2026-01-08 00:00:21 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1055.10 total_reward_ma:1026.90 loss:-0.006348 fps:1390 +frame:6.44e+06 wall_t:4633 t:402500 epi:nan +opt_step:100608 lr:8.903e-05 clip_eps:0.1 entropy:1.01 +2026-01-08 00:00:27 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1054.30 total_reward_ma:1027.39 loss:-0.01307 fps:1390 +frame:6.45e+06 wall_t:4640 t:403125 epi:nan +opt_step:100768 lr:8.877e-05 clip_eps:0.1 entropy:1.206 +2026-01-08 00:00:34 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1057.20 total_reward_ma:1027.96 loss:-0.01401 fps:1390 +frame:6.46e+06 wall_t:4646 t:403750 epi:nan +opt_step:100928 lr:8.852e-05 clip_eps:0.1 entropy:1.044 +2026-01-08 00:00:40 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1057.40 total_reward_ma:1028.56 loss:-0.0107 fps:1391 +frame:6.47e+06 wall_t:4653 t:404375 epi:nan +opt_step:101088 lr:8.826e-05 clip_eps:0.1 entropy:1.127 +2026-01-08 00:00:47 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1054.20 total_reward_ma:1029.16 loss:-0.003642 fps:1391 +frame:6.48e+06 wall_t:4660 t:405000 epi:nan +opt_step:101248 lr:8.8e-05 clip_eps:0.1 entropy:1.247 +2026-01-08 00:00:54 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1056.40 total_reward_ma:1029.73 loss:0.003231 fps:1391 +frame:6.49e+06 wall_t:4666 t:405625 epi:nan +opt_step:101376 lr:8.78e-05 clip_eps:0.1 entropy:1.215 +2026-01-08 00:01:01 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1056.40 total_reward_ma:1030.30 loss:-0.01332 fps:1391 +frame:6.50e+06 wall_t:4674 t:406250 epi:nan +opt_step:101536 lr:8.754e-05 clip_eps:0.1 entropy:1.12 +2026-01-08 00:01:09 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1056.30 total_reward_ma:1030.90 loss:-0.005305 fps:1391 +frame:6.51e+06 wall_t:4681 t:406875 epi:nan +opt_step:101696 lr:8.729e-05 clip_eps:0.1 entropy:1.168 +2026-01-08 00:01:17 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1056.20 total_reward_ma:1031.55 loss:0.001435 fps:1390 +frame:6.52e+06 wall_t:4689 t:407500 epi:nan +opt_step:101856 lr:8.703e-05 clip_eps:0.1 entropy:1.224 +2026-01-08 00:01:24 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1056.20 total_reward_ma:1032.22 loss:-0.01296 fps:1391 +frame:6.53e+06 wall_t:4696 t:408125 epi:nan +opt_step:102016 lr:8.677e-05 clip_eps:0.1 entropy:1.017 +2026-01-08 00:01:31 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1054.00 total_reward_ma:1032.87 loss:0.001075 fps:1391 +frame:6.54e+06 wall_t:4703 t:408750 epi:nan +opt_step:102176 lr:8.652e-05 clip_eps:0.1 entropy:1.303 +2026-01-08 00:01:37 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1047.90 total_reward_ma:1033.46 loss:-0.0004261 fps:1391 +frame:6.55e+06 wall_t:4710 t:409375 epi:nan +opt_step:102336 lr:8.626e-05 clip_eps:0.1 entropy:1.099 +2026-01-08 00:01:44 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1047.90 total_reward_ma:1034.06 loss:-0.007633 fps:1391 +frame:6.56e+06 wall_t:4717 t:410000 epi:nan +opt_step:102496 lr:8.601e-05 clip_eps:0.1 entropy:1.288 +2026-01-08 00:01:51 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1043.10 total_reward_ma:1034.61 loss:-0.003101 fps:1391 +frame:6.57e+06 wall_t:4723 t:410625 epi:nan +opt_step:102656 lr:8.575e-05 clip_eps:0.1 entropy:1.169 +2026-01-08 00:01:57 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1042.20 total_reward_ma:1035.13 loss:0.009516 fps:1391 +frame:6.58e+06 wall_t:4730 t:411250 epi:nan +opt_step:102784 lr:8.555e-05 clip_eps:0.1 entropy:1.103 +2026-01-08 00:02:05 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1043.20 total_reward_ma:1035.60 loss:-0.01128 fps:1391 +frame:6.59e+06 wall_t:4738 t:411875 epi:nan +opt_step:102944 lr:8.529e-05 clip_eps:0.1 entropy:1.169 +2026-01-08 00:02:12 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1042.90 total_reward_ma:1036.05 loss:0.00129 fps:1391 +frame:6.60e+06 wall_t:4745 t:412500 epi:nan +opt_step:103104 lr:8.503e-05 clip_eps:0.1 entropy:1.322 +2026-01-08 00:02:20 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1036.10 total_reward_ma:1036.40 loss:-0.007302 fps:1391 +frame:6.61e+06 wall_t:4752 t:413125 epi:nan +opt_step:103264 lr:8.478e-05 clip_eps:0.1 entropy:1.164 +2026-01-08 00:02:27 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1037.40 total_reward_ma:1036.75 loss:-0.01228 fps:1391 +frame:6.62e+06 wall_t:4760 t:413750 epi:nan +opt_step:103424 lr:8.452e-05 clip_eps:0.1 entropy:1.143 +2026-01-08 00:02:34 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1032.40 total_reward_ma:1037.05 loss:-0.001894 fps:1391 +frame:6.63e+06 wall_t:4767 t:414375 epi:nan +opt_step:103584 lr:8.427e-05 clip_eps:0.1 entropy:1.507 +2026-01-08 00:02:41 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1027.10 total_reward_ma:1037.21 loss:-0.006815 fps:1391 +frame:6.64e+06 wall_t:4774 t:415000 epi:nan +opt_step:103744 lr:8.401e-05 clip_eps:0.1 entropy:1.137 +2026-01-08 00:02:48 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1026.60 total_reward_ma:1037.32 loss:-0.01091 fps:1391 +frame:6.65e+06 wall_t:4780 t:415625 epi:nan +opt_step:103904 lr:8.375e-05 clip_eps:0.1 entropy:1.176 +2026-01-08 00:02:55 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1024.50 total_reward_ma:1037.42 loss:-0.008166 fps:1391 +frame:6.66e+06 wall_t:4787 t:416250 epi:nan +opt_step:104032 lr:8.355e-05 clip_eps:0.1 entropy:1.131 +2026-01-08 00:03:02 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1026.30 total_reward_ma:1037.44 loss:-0.005222 fps:1391 +frame:6.67e+06 wall_t:4794 t:416875 epi:nan +opt_step:104192 lr:8.329e-05 clip_eps:0.1 entropy:1.186 +2026-01-08 00:03:09 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1028.30 total_reward_ma:1037.43 loss:-0.01092 fps:1391 +frame:6.68e+06 wall_t:4802 t:417500 epi:nan +opt_step:104352 lr:8.304e-05 clip_eps:0.1 entropy:1.107 +2026-01-08 00:03:17 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1025.70 total_reward_ma:1037.41 loss:-0.0007495 fps:1391 +frame:6.69e+06 wall_t:4809 t:418125 epi:nan +opt_step:104512 lr:8.278e-05 clip_eps:0.1 entropy:1.289 +2026-01-08 00:03:24 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1026.30 total_reward_ma:1037.36 loss:-0.006101 fps:1391 +frame:6.70e+06 wall_t:4817 t:418750 epi:nan +opt_step:104672 lr:8.252e-05 clip_eps:0.1 entropy:1.31 +2026-01-08 00:03:31 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1027.30 total_reward_ma:1037.30 loss:-8.131e-05 fps:1391 +frame:6.71e+06 wall_t:4824 t:419375 epi:nan +opt_step:104832 lr:8.227e-05 clip_eps:0.1 entropy:1.097 +2026-01-08 00:03:39 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1023.80 total_reward_ma:1037.21 loss:-0.00214 fps:1391 +frame:6.72e+06 wall_t:4831 t:420000 epi:nan +opt_step:104992 lr:8.201e-05 clip_eps:0.1 entropy:1.165 +2026-01-08 00:03:46 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1025.90 total_reward_ma:1037.18 loss:-0.008354 fps:1391 +frame:6.73e+06 wall_t:4838 t:420625 epi:nan +opt_step:105152 lr:8.176e-05 clip_eps:0.1 entropy:1.087 +2026-01-08 00:03:53 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1026.10 total_reward_ma:1037.16 loss:0.0006659 fps:1391 +frame:6.74e+06 wall_t:4845 t:421250 epi:nan +opt_step:105312 lr:8.15e-05 clip_eps:0.1 entropy:1.154 +2026-01-08 00:04:00 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1026.10 total_reward_ma:1037.12 loss:-0.008988 fps:1391 +frame:6.75e+06 wall_t:4852 t:421875 epi:nan +opt_step:105440 lr:8.13e-05 clip_eps:0.1 entropy:1.199 +2026-01-08 00:04:07 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1030.50 total_reward_ma:1037.09 loss:0.00106 fps:1391 +frame:6.76e+06 wall_t:4860 t:422500 epi:nan +opt_step:105600 lr:8.104e-05 clip_eps:0.1 entropy:1.225 +2026-01-08 00:04:15 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1034.40 total_reward_ma:1037.08 loss:-0.006215 fps:1391 +frame:6.77e+06 wall_t:4868 t:423125 epi:nan +opt_step:105760 lr:8.078e-05 clip_eps:0.1 entropy:1.143 +2026-01-08 00:04:23 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1032.80 total_reward_ma:1037.04 loss:-0.008889 fps:1390 +frame:6.78e+06 wall_t:4876 t:423750 epi:nan +opt_step:105920 lr:8.053e-05 clip_eps:0.1 entropy:1.23 +2026-01-08 00:04:31 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1028.30 total_reward_ma:1036.94 loss:-0.006641 fps:1391 +frame:6.79e+06 wall_t:4883 t:424375 epi:nan +opt_step:106080 lr:8.027e-05 clip_eps:0.1 entropy:1.232 +2026-01-08 00:04:38 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1031.90 total_reward_ma:1036.82 loss:-0.006881 fps:1390 +frame:6.80e+06 wall_t:4891 t:425000 epi:nan +opt_step:106240 lr:8.002e-05 clip_eps:0.1 entropy:1.186 +2026-01-08 00:04:45 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1036.10 total_reward_ma:1036.75 loss:-0.006972 fps:1390 +frame:6.81e+06 wall_t:4898 t:425625 epi:nan +opt_step:106400 lr:7.976e-05 clip_eps:0.1 entropy:1.173 +2026-01-08 00:04:52 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1039.60 total_reward_ma:1036.72 loss:-0.007252 fps:1390 +frame:6.82e+06 wall_t:4905 t:426250 epi:nan +opt_step:106560 lr:7.95e-05 clip_eps:0.1 entropy:1.067 +2026-01-08 00:04:58 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1043.90 total_reward_ma:1036.81 loss:-0.01084 fps:1391 +frame:6.83e+06 wall_t:4911 t:426875 epi:nan +opt_step:106688 lr:7.93e-05 clip_eps:0.1 entropy:1.121 +2026-01-08 00:05:05 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1049.60 total_reward_ma:1036.96 loss:-0.009387 fps:1391 +frame:6.84e+06 wall_t:4918 t:427500 epi:nan +opt_step:106848 lr:7.904e-05 clip_eps:0.1 entropy:1.054 +2026-01-08 00:05:12 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1048.10 total_reward_ma:1037.10 loss:0.002098 fps:1391 +frame:6.85e+06 wall_t:4925 t:428125 epi:nan +opt_step:107008 lr:7.879e-05 clip_eps:0.1 entropy:1.11 +2026-01-08 00:05:19 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1048.00 total_reward_ma:1037.24 loss:-0.0001121 fps:1391 +frame:6.86e+06 wall_t:4932 t:428750 epi:nan +opt_step:107168 lr:7.853e-05 clip_eps:0.1 entropy:1.224 +2026-01-08 00:05:27 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1046.70 total_reward_ma:1037.39 loss:-0.01162 fps:1391 +frame:6.87e+06 wall_t:4939 t:429375 epi:nan +opt_step:107328 lr:7.828e-05 clip_eps:0.1 entropy:1.15 +2026-01-08 00:05:34 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1041.30 total_reward_ma:1037.47 loss:-0.003306 fps:1391 +frame:6.88e+06 wall_t:4947 t:430000 epi:nan +opt_step:107488 lr:7.802e-05 clip_eps:0.1 entropy:1.116 +2026-01-08 00:05:42 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1043.90 total_reward_ma:1037.57 loss:-0.01103 fps:1391 +frame:6.89e+06 wall_t:4954 t:430625 epi:nan +opt_step:107648 lr:7.776e-05 clip_eps:0.1 entropy:1.046 +2026-01-08 00:05:49 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1043.00 total_reward_ma:1037.67 loss:-0.005759 fps:1391 +frame:6.90e+06 wall_t:4961 t:431250 epi:nan +opt_step:107808 lr:7.751e-05 clip_eps:0.1 entropy:1.101 +2026-01-08 00:05:56 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1046.30 total_reward_ma:1037.82 loss:-0.008198 fps:1391 +frame:6.91e+06 wall_t:4968 t:431875 epi:nan +opt_step:107968 lr:7.725e-05 clip_eps:0.1 entropy:1.143 +2026-01-08 00:06:02 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1044.50 total_reward_ma:1037.93 loss:-0.004431 fps:1391 +frame:6.92e+06 wall_t:4974 t:432500 epi:nan +opt_step:108096 lr:7.705e-05 clip_eps:0.1 entropy:1.207 +2026-01-08 00:06:09 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1046.50 total_reward_ma:1038.06 loss:-0.002159 fps:1391 +frame:6.93e+06 wall_t:4982 t:433125 epi:nan +opt_step:108256 lr:7.679e-05 clip_eps:0.1 entropy:1.142 +2026-01-08 00:06:16 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1045.50 total_reward_ma:1038.16 loss:-0.01023 fps:1391 +frame:6.94e+06 wall_t:4988 t:433750 epi:nan +opt_step:108416 lr:7.653e-05 clip_eps:0.1 entropy:1.165 +2026-01-08 00:06:23 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1047.70 total_reward_ma:1038.29 loss:-0.000168 fps:1391 +frame:6.95e+06 wall_t:4995 t:434375 epi:nan +opt_step:108576 lr:7.628e-05 clip_eps:0.1 entropy:1.128 +2026-01-08 00:06:30 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1047.00 total_reward_ma:1038.40 loss:-0.002116 fps:1391 +frame:6.96e+06 wall_t:5003 t:435000 epi:nan +opt_step:108736 lr:7.602e-05 clip_eps:0.1 entropy:1.148 +2026-01-08 00:06:38 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1043.30 total_reward_ma:1038.49 loss:-0.01197 fps:1391 +frame:6.97e+06 wall_t:5011 t:435625 epi:nan +opt_step:108896 lr:7.577e-05 clip_eps:0.1 entropy:1.063 +2026-01-08 00:06:45 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1045.90 total_reward_ma:1038.65 loss:-0.005199 fps:1391 +frame:6.98e+06 wall_t:5018 t:436250 epi:nan +opt_step:109056 lr:7.551e-05 clip_eps:0.1 entropy:1.201 +2026-01-08 00:06:52 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1048.00 total_reward_ma:1038.79 loss:0.00219 fps:1391 +frame:6.99e+06 wall_t:5025 t:436875 epi:nan +opt_step:109216 lr:7.525e-05 clip_eps:0.1 entropy:1.143 +2026-01-08 00:06:59 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1046.00 total_reward_ma:1038.91 loss:-0.007414 fps:1391 +frame:7.00e+06 wall_t:5032 t:437500 epi:nan +opt_step:109344 lr:7.505e-05 clip_eps:0.1 entropy:1.095 +2026-01-08 00:07:07 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1042.90 total_reward_ma:1038.98 loss:-0.00719 fps:1391 +frame:7.01e+06 wall_t:5039 t:438125 epi:nan +opt_step:109504 lr:7.479e-05 clip_eps:0.1 entropy:1.072 +2026-01-08 00:07:13 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1040.40 total_reward_ma:1039.01 loss:-0.009222 fps:1391 +frame:7.02e+06 wall_t:5046 t:438750 epi:nan +opt_step:109664 lr:7.454e-05 clip_eps:0.1 entropy:1.115 +2026-01-08 00:07:20 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1040.20 total_reward_ma:1039.02 loss:-0.006215 fps:1392 +frame:7.03e+06 wall_t:5052 t:439375 epi:nan +opt_step:109824 lr:7.428e-05 clip_eps:0.1 entropy:1.152 +2026-01-08 00:07:27 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1039.80 total_reward_ma:1039.05 loss:-0.006662 fps:1392 +frame:7.04e+06 wall_t:5059 t:440000 epi:nan +opt_step:109984 lr:7.403e-05 clip_eps:0.1 entropy:1.075 +2026-01-08 00:07:33 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1042.30 total_reward_ma:1039.17 loss:-0.002801 fps:1392 +frame:7.05e+06 wall_t:5066 t:440625 epi:nan +opt_step:110144 lr:7.377e-05 clip_eps:0.1 entropy:1.019 +2026-01-08 00:07:40 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1042.50 total_reward_ma:1039.30 loss:-0.004671 fps:1392 +frame:7.06e+06 wall_t:5073 t:441250 epi:nan +opt_step:110304 lr:7.351e-05 clip_eps:0.1 entropy:1.166 +2026-01-08 00:07:47 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1047.80 total_reward_ma:1039.45 loss:0.004155 fps:1392 +frame:7.07e+06 wall_t:5079 t:441875 epi:nan +opt_step:110464 lr:7.326e-05 clip_eps:0.1 entropy:1.135 +2026-01-08 00:07:54 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1050.90 total_reward_ma:1039.67 loss:-0.007377 fps:1392 +frame:7.08e+06 wall_t:5086 t:442500 epi:nan +opt_step:110624 lr:7.3e-05 clip_eps:0.1 entropy:1.195 +2026-01-08 00:08:00 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1047.50 total_reward_ma:1039.84 loss:0.002952 fps:1392 +frame:7.09e+06 wall_t:5092 t:443125 epi:nan +opt_step:110752 lr:7.28e-05 clip_eps:0.1 entropy:1.144 +2026-01-08 00:08:07 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1047.90 total_reward_ma:1040.03 loss:-0.008952 fps:1392 +frame:7.10e+06 wall_t:5099 t:443750 epi:nan +opt_step:110912 lr:7.254e-05 clip_eps:0.1 entropy:1.064 +2026-01-08 00:08:14 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1046.10 total_reward_ma:1040.18 loss:-0.00968 fps:1392 +frame:7.11e+06 wall_t:5106 t:444375 epi:nan +opt_step:111072 lr:7.228e-05 clip_eps:0.1 entropy:1.091 +2026-01-08 00:08:21 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1048.50 total_reward_ma:1040.35 loss:0.006264 fps:1393 +frame:7.12e+06 wall_t:5113 t:445000 epi:nan +opt_step:111232 lr:7.203e-05 clip_eps:0.1 entropy:1.097 +2026-01-08 00:08:27 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1045.70 total_reward_ma:1040.55 loss:-0.008877 fps:1393 +frame:7.13e+06 wall_t:5120 t:445625 epi:nan +opt_step:111392 lr:7.177e-05 clip_eps:0.1 entropy:1.059 +2026-01-08 00:08:34 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1045.90 total_reward_ma:1040.80 loss:-0.005023 fps:1393 +frame:7.14e+06 wall_t:5127 t:446250 epi:nan +opt_step:111552 lr:7.152e-05 clip_eps:0.1 entropy:1.158 +2026-01-08 00:08:41 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1045.40 total_reward_ma:1041.05 loss:-0.002264 fps:1393 +frame:7.15e+06 wall_t:5133 t:446875 epi:nan +opt_step:111712 lr:7.126e-05 clip_eps:0.1 entropy:1.131 +2026-01-08 00:08:48 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1041.00 total_reward_ma:1041.27 loss:-0.004933 fps:1393 +frame:7.16e+06 wall_t:5141 t:447500 epi:nan +opt_step:111872 lr:7.1e-05 clip_eps:0.1 entropy:1.052 +2026-01-08 00:08:54 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1042.50 total_reward_ma:1041.46 loss:-0.004011 fps:1393 +frame:7.17e+06 wall_t:5147 t:448125 epi:nan +opt_step:112000 lr:7.08e-05 clip_eps:0.1 entropy:1.139 +2026-01-08 00:09:02 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1040.00 total_reward_ma:1041.62 loss:0.0009566 fps:1393 +frame:7.18e+06 wall_t:5154 t:448750 epi:nan +opt_step:112160 lr:7.054e-05 clip_eps:0.1 entropy:1.074 +2026-01-08 00:09:09 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1040.20 total_reward_ma:1041.80 loss:-0.009621 fps:1393 +frame:7.19e+06 wall_t:5162 t:449375 epi:nan +opt_step:112320 lr:7.029e-05 clip_eps:0.1 entropy:1.078 +2026-01-08 00:09:16 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1041.50 total_reward_ma:1042.02 loss:-0.0009123 fps:1393 +frame:7.20e+06 wall_t:5169 t:450000 epi:nan +opt_step:112480 lr:7.003e-05 clip_eps:0.1 entropy:1.22 +2026-01-08 00:09:23 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1041.90 total_reward_ma:1042.19 loss:-5.925e-06 fps:1393 +frame:7.21e+06 wall_t:5176 t:450625 epi:nan +opt_step:112640 lr:6.978e-05 clip_eps:0.1 entropy:1.329 +2026-01-08 00:09:31 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1046.80 total_reward_ma:1042.41 loss:-0.006308 fps:1393 +frame:7.22e+06 wall_t:5183 t:451250 epi:nan +opt_step:112800 lr:6.952e-05 clip_eps:0.1 entropy:1.091 +2026-01-08 00:09:38 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1044.20 total_reward_ma:1042.57 loss:-0.007401 fps:1393 +frame:7.23e+06 wall_t:5191 t:451875 epi:nan +opt_step:112960 lr:6.926e-05 clip_eps:0.1 entropy:1.143 +2026-01-08 00:09:46 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1041.20 total_reward_ma:1042.70 loss:-0.001667 fps:1393 +frame:7.24e+06 wall_t:5198 t:452500 epi:nan +opt_step:113120 lr:6.901e-05 clip_eps:0.1 entropy:1.308 +2026-01-08 00:09:53 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1044.30 total_reward_ma:1042.82 loss:-0.007049 fps:1393 +frame:7.25e+06 wall_t:5205 t:453125 epi:nan +opt_step:113280 lr:6.875e-05 clip_eps:0.1 entropy:1.217 +2026-01-08 00:09:59 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1041.60 total_reward_ma:1042.91 loss:-0.008683 fps:1393 +frame:7.26e+06 wall_t:5211 t:453750 epi:nan +opt_step:113408 lr:6.855e-05 clip_eps:0.1 entropy:1.107 +2026-01-08 00:10:06 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1040.50 total_reward_ma:1042.98 loss:-0.007116 fps:1393 +frame:7.27e+06 wall_t:5218 t:454375 epi:nan +opt_step:113568 lr:6.829e-05 clip_eps:0.1 entropy:1.153 +2026-01-08 00:10:12 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1037.10 total_reward_ma:1042.97 loss:-0.004201 fps:1393 +frame:7.28e+06 wall_t:5225 t:455000 epi:nan +opt_step:113728 lr:6.804e-05 clip_eps:0.1 entropy:1.152 +2026-01-08 00:10:19 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1040.40 total_reward_ma:1042.98 loss:-0.01102 fps:1393 +frame:7.29e+06 wall_t:5232 t:455625 epi:nan +opt_step:113888 lr:6.778e-05 clip_eps:0.1 entropy:1.167 +2026-01-08 00:10:26 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1039.10 total_reward_ma:1043.01 loss:-0.005529 fps:1393 +frame:7.30e+06 wall_t:5239 t:456250 epi:nan +opt_step:114048 lr:6.752e-05 clip_eps:0.1 entropy:1.069 +2026-01-08 00:10:33 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1041.40 total_reward_ma:1043.05 loss:-0.0007234 fps:1394 +frame:7.31e+06 wall_t:5245 t:456875 epi:nan +opt_step:114208 lr:6.727e-05 clip_eps:0.1 entropy:1.101 +2026-01-08 00:10:40 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1043.40 total_reward_ma:1043.09 loss:-0.005618 fps:1394 +frame:7.32e+06 wall_t:5252 t:457500 epi:nan +opt_step:114368 lr:6.701e-05 clip_eps:0.1 entropy:1.021 +2026-01-08 00:10:47 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1047.70 total_reward_ma:1043.08 loss:-0.006263 fps:1394 +frame:7.33e+06 wall_t:5259 t:458125 epi:nan +opt_step:114528 lr:6.676e-05 clip_eps:0.1 entropy:1.166 +2026-01-08 00:10:53 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1046.60 total_reward_ma:1043.06 loss:-0.001366 fps:1394 +frame:7.34e+06 wall_t:5266 t:458750 epi:nan +opt_step:114656 lr:6.655e-05 clip_eps:0.1 entropy:1.087 +2026-01-08 00:11:00 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1044.70 total_reward_ma:1043.02 loss:-0.003839 fps:1394 +frame:7.35e+06 wall_t:5273 t:459375 epi:nan +opt_step:114816 lr:6.629e-05 clip_eps:0.1 entropy:1.124 +2026-01-08 00:11:07 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1045.00 total_reward_ma:1042.94 loss:-0.01139 fps:1394 +frame:7.36e+06 wall_t:5279 t:460000 epi:nan +opt_step:114976 lr:6.604e-05 clip_eps:0.1 entropy:1.285 +2026-01-08 00:11:14 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1047.30 total_reward_ma:1042.88 loss:0.0004291 fps:1394 +frame:7.37e+06 wall_t:5286 t:460625 epi:nan +opt_step:115136 lr:6.578e-05 clip_eps:0.1 entropy:1.134 +2026-01-08 00:11:21 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1042.90 total_reward_ma:1042.78 loss:-0.004724 fps:1394 +frame:7.38e+06 wall_t:5293 t:461250 epi:nan +opt_step:115296 lr:6.553e-05 clip_eps:0.1 entropy:0.9624 +2026-01-08 00:11:28 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1044.90 total_reward_ma:1042.70 loss:-0.005229 fps:1394 +frame:7.39e+06 wall_t:5300 t:461875 epi:nan +opt_step:115456 lr:6.527e-05 clip_eps:0.1 entropy:1.061 +2026-01-08 00:11:34 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1044.30 total_reward_ma:1042.60 loss:0.002264 fps:1394 +frame:7.40e+06 wall_t:5307 t:462500 epi:nan +opt_step:115616 lr:6.501e-05 clip_eps:0.1 entropy:1.154 +2026-01-08 00:11:42 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1044.20 total_reward_ma:1042.53 loss:-0.00785 fps:1394 +frame:7.41e+06 wall_t:5314 t:463125 epi:nan +opt_step:115776 lr:6.476e-05 clip_eps:0.1 entropy:1.04 +2026-01-08 00:11:48 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1044.90 total_reward_ma:1042.46 loss:-0.003901 fps:1394 +frame:7.42e+06 wall_t:5321 t:463750 epi:nan +opt_step:115936 lr:6.45e-05 clip_eps:0.1 entropy:1.147 +2026-01-08 00:11:55 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1044.80 total_reward_ma:1042.38 loss:-0.001753 fps:1395 +frame:7.43e+06 wall_t:5328 t:464375 epi:nan +opt_step:116064 lr:6.43e-05 clip_eps:0.1 entropy:1.198 +2026-01-08 00:12:02 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1045.80 total_reward_ma:1042.28 loss:-0.003257 fps:1395 +frame:7.44e+06 wall_t:5335 t:465000 epi:nan +opt_step:116224 lr:6.404e-05 clip_eps:0.1 entropy:1.118 +2026-01-08 00:12:09 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1045.00 total_reward_ma:1042.19 loss:-0.01175 fps:1395 +frame:7.45e+06 wall_t:5342 t:465625 epi:nan +opt_step:116384 lr:6.379e-05 clip_eps:0.1 entropy:1.139 +2026-01-08 00:12:16 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1046.70 total_reward_ma:1042.09 loss:-0.008333 fps:1395 +frame:7.46e+06 wall_t:5348 t:466250 epi:nan +opt_step:116544 lr:6.353e-05 clip_eps:0.1 entropy:1.108 +2026-01-08 00:12:22 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1048.60 total_reward_ma:1042.00 loss:-0.002915 fps:1395 +frame:7.47e+06 wall_t:5355 t:466875 epi:nan +opt_step:116704 lr:6.327e-05 clip_eps:0.1 entropy:1.16 +2026-01-08 00:12:30 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1051.10 total_reward_ma:1041.97 loss:-0.0111 fps:1395 +frame:7.48e+06 wall_t:5362 t:467500 epi:nan +opt_step:116864 lr:6.302e-05 clip_eps:0.1 entropy:1.065 +2026-01-08 00:12:37 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1046.60 total_reward_ma:1041.87 loss:-0.001309 fps:1395 +frame:7.49e+06 wall_t:5369 t:468125 epi:nan +opt_step:117024 lr:6.276e-05 clip_eps:0.1 entropy:1.084 +2026-01-08 00:12:44 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1044.90 total_reward_ma:1041.76 loss:-0.009826 fps:1395 +frame:7.50e+06 wall_t:5376 t:468750 epi:nan +opt_step:117184 lr:6.251e-05 clip_eps:0.1 entropy:1.056 +2026-01-08 00:12:50 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1042.10 total_reward_ma:1041.61 loss:-0.005575 fps:1395 +frame:7.51e+06 wall_t:5382 t:469375 epi:nan +opt_step:117312 lr:6.23e-05 clip_eps:0.1 entropy:1.053 +2026-01-08 00:12:57 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1043.50 total_reward_ma:1041.49 loss:-0.008218 fps:1395 +frame:7.52e+06 wall_t:5389 t:470000 epi:nan +opt_step:117472 lr:6.204e-05 clip_eps:0.1 entropy:1.091 +2026-01-08 00:13:04 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1043.50 total_reward_ma:1041.36 loss:-0.0005718 fps:1395 +frame:7.53e+06 wall_t:5396 t:470625 epi:nan +opt_step:117632 lr:6.179e-05 clip_eps:0.1 entropy:1.153 +2026-01-08 00:13:11 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1044.90 total_reward_ma:1041.27 loss:-0.009658 fps:1395 +frame:7.54e+06 wall_t:5404 t:471250 epi:nan +opt_step:117792 lr:6.153e-05 clip_eps:0.1 entropy:0.9601 +2026-01-08 00:13:18 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1047.90 total_reward_ma:1041.27 loss:-0.0047 fps:1395 +frame:7.55e+06 wall_t:5411 t:471875 epi:nan +opt_step:117952 lr:6.128e-05 clip_eps:0.1 entropy:1.055 +2026-01-08 00:13:26 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1048.10 total_reward_ma:1041.27 loss:-0.007565 fps:1395 +frame:7.56e+06 wall_t:5418 t:472500 epi:nan +opt_step:118112 lr:6.102e-05 clip_eps:0.1 entropy:1.076 +2026-01-08 00:13:33 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1049.10 total_reward_ma:1041.33 loss:0.00244 fps:1395 +frame:7.57e+06 wall_t:5425 t:473125 epi:nan +opt_step:118272 lr:6.076e-05 clip_eps:0.1 entropy:1.113 +2026-01-08 00:13:40 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1049.70 total_reward_ma:1041.41 loss:-0.006168 fps:1395 +frame:7.58e+06 wall_t:5433 t:473750 epi:nan +opt_step:118432 lr:6.051e-05 clip_eps:0.1 entropy:1.155 +2026-01-08 00:13:47 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1044.10 total_reward_ma:1041.41 loss:0.004189 fps:1395 +frame:7.59e+06 wall_t:5440 t:474375 epi:nan +opt_step:118592 lr:6.025e-05 clip_eps:0.1 entropy:1.156 +2026-01-08 00:13:54 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1046.10 total_reward_ma:1041.45 loss:-0.004201 fps:1396 +frame:7.60e+06 wall_t:5446 t:475000 epi:nan +opt_step:118720 lr:6.005e-05 clip_eps:0.1 entropy:1.157 +2026-01-08 00:14:01 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1042.30 total_reward_ma:1041.51 loss:-0.002173 fps:1395 +frame:7.61e+06 wall_t:5454 t:475625 epi:nan +opt_step:118880 lr:5.979e-05 clip_eps:0.1 entropy:1.137 +2026-01-08 00:14:09 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1041.30 total_reward_ma:1041.55 loss:-0.00294 fps:1395 +frame:7.62e+06 wall_t:5461 t:476250 epi:nan +opt_step:119040 lr:5.954e-05 clip_eps:0.1 entropy:1.094 +2026-01-08 00:14:16 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1043.20 total_reward_ma:1041.65 loss:-0.005352 fps:1395 +frame:7.63e+06 wall_t:5469 t:476875 epi:nan +opt_step:119200 lr:5.928e-05 clip_eps:0.1 entropy:1.091 +2026-01-08 00:14:24 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1043.00 total_reward_ma:1041.81 loss:0.001104 fps:1395 +frame:7.64e+06 wall_t:5477 t:477500 epi:nan +opt_step:119360 lr:5.902e-05 clip_eps:0.1 entropy:1.226 +2026-01-08 00:14:32 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1043.80 total_reward_ma:1041.99 loss:-0.0008358 fps:1395 +frame:7.65e+06 wall_t:5484 t:478125 epi:nan +opt_step:119520 lr:5.877e-05 clip_eps:0.1 entropy:1.102 +2026-01-08 00:14:39 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1044.20 total_reward_ma:1042.18 loss:-0.003155 fps:1395 +frame:7.66e+06 wall_t:5492 t:478750 epi:nan +opt_step:119680 lr:5.851e-05 clip_eps:0.1 entropy:1.101 +2026-01-08 00:14:46 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1043.60 total_reward_ma:1042.36 loss:-0.003865 fps:1395 +frame:7.67e+06 wall_t:5499 t:479375 epi:nan +opt_step:119840 lr:5.826e-05 clip_eps:0.1 entropy:1.184 +2026-01-08 00:14:53 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1042.40 total_reward_ma:1042.50 loss:-0.01227 fps:1395 +frame:7.68e+06 wall_t:5506 t:480000 epi:nan +opt_step:120000 lr:5.8e-05 clip_eps:0.1 entropy:1.096 +2026-01-08 00:15:00 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1043.30 total_reward_ma:1042.67 loss:-0.008169 fps:1395 +frame:7.69e+06 wall_t:5513 t:480625 epi:nan +opt_step:120128 lr:5.78e-05 clip_eps:0.1 entropy:1.243 +2026-01-08 00:15:08 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1041.80 total_reward_ma:1042.83 loss:-0.01028 fps:1395 +frame:7.70e+06 wall_t:5520 t:481250 epi:nan +opt_step:120288 lr:5.754e-05 clip_eps:0.1 entropy:1.067 +2026-01-08 00:15:16 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1040.20 total_reward_ma:1042.96 loss:-0.007625 fps:1395 +frame:7.71e+06 wall_t:5528 t:481875 epi:nan +opt_step:120448 lr:5.728e-05 clip_eps:0.1 entropy:1.189 +2026-01-08 00:15:24 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1041.90 total_reward_ma:1043.14 loss:-0.008003 fps:1394 +frame:7.72e+06 wall_t:5537 t:482500 epi:nan +opt_step:120608 lr:5.703e-05 clip_eps:0.1 entropy:1.004 +2026-01-08 00:15:32 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1042.20 total_reward_ma:1043.30 loss:0.002341 fps:1394 +frame:7.73e+06 wall_t:5544 t:483125 epi:nan +opt_step:120768 lr:5.677e-05 clip_eps:0.1 entropy:1.189 +2026-01-08 00:15:39 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1042.20 total_reward_ma:1043.46 loss:-0.008698 fps:1394 +frame:7.74e+06 wall_t:5551 t:483750 epi:nan +opt_step:120928 lr:5.652e-05 clip_eps:0.1 entropy:1.039 +2026-01-08 00:15:46 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1042.70 total_reward_ma:1043.63 loss:-0.004636 fps:1394 +frame:7.75e+06 wall_t:5558 t:484375 epi:nan +opt_step:121088 lr:5.626e-05 clip_eps:0.1 entropy:1.121 +2026-01-08 00:15:53 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1045.30 total_reward_ma:1043.78 loss:1.341e-05 fps:1394 +frame:7.76e+06 wall_t:5566 t:485000 epi:nan +opt_step:121248 lr:5.6e-05 clip_eps:0.1 entropy:1.169 +2026-01-08 00:16:00 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1043.50 total_reward_ma:1043.87 loss:0.002754 fps:1394 +frame:7.77e+06 wall_t:5572 t:485625 epi:nan +opt_step:121376 lr:5.58e-05 clip_eps:0.1 entropy:1.154 +2026-01-08 00:16:07 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1046.30 total_reward_ma:1044.00 loss:-0.0079 fps:1394 +frame:7.78e+06 wall_t:5580 t:486250 epi:nan +opt_step:121536 lr:5.554e-05 clip_eps:0.1 entropy:1.15 +2026-01-08 00:16:15 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1050.30 total_reward_ma:1044.22 loss:-0.001218 fps:1394 +frame:7.79e+06 wall_t:5587 t:486875 epi:nan +opt_step:121696 lr:5.529e-05 clip_eps:0.1 entropy:1.079 +2026-01-08 00:16:29 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1052.40 total_reward_ma:1044.43 loss:-0.0003117 fps:1393 +frame:7.80e+06 wall_t:5601 t:487500 epi:nan +opt_step:121856 lr:5.503e-05 clip_eps:0.1 entropy:1.202 +2026-01-08 00:16:35 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1051.80 total_reward_ma:1044.58 loss:-0.005232 fps:1393 +frame:7.81e+06 wall_t:5607 t:488125 epi:nan +opt_step:122016 lr:5.477e-05 clip_eps:0.1 entropy:1.051 +2026-01-08 00:16:53 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1049.70 total_reward_ma:1044.68 loss:-0.002461 fps:1390 +frame:7.82e+06 wall_t:5626 t:488750 epi:nan +opt_step:122176 lr:5.452e-05 clip_eps:0.1 entropy:1.103 +2026-01-08 00:17:14 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1047.50 total_reward_ma:1044.72 loss:-0.003447 fps:1387 +frame:7.83e+06 wall_t:5647 t:489375 epi:nan +opt_step:122336 lr:5.426e-05 clip_eps:0.1 entropy:1.139 +2026-01-08 00:17:22 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1045.20 total_reward_ma:1044.68 loss:-0.003605 fps:1386 +frame:7.84e+06 wall_t:5655 t:490000 epi:nan +opt_step:122496 lr:5.401e-05 clip_eps:0.1 entropy:1.187 +2026-01-08 00:17:30 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1045.90 total_reward_ma:1044.66 loss:-0.009871 fps:1386 +frame:7.85e+06 wall_t:5662 t:490625 epi:nan +opt_step:122656 lr:5.375e-05 clip_eps:0.1 entropy:1.172 +2026-01-08 00:17:36 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1046.70 total_reward_ma:1044.64 loss:0.0006916 fps:1386 +frame:7.86e+06 wall_t:5669 t:491250 epi:nan +opt_step:122784 lr:5.355e-05 clip_eps:0.1 entropy:1.132 +2026-01-08 00:17:43 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1044.90 total_reward_ma:1044.62 loss:-0.0007904 fps:1387 +frame:7.87e+06 wall_t:5676 t:491875 epi:nan +opt_step:122944 lr:5.329e-05 clip_eps:0.1 entropy:1.11 +2026-01-08 00:17:50 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1044.80 total_reward_ma:1044.66 loss:-0.002002 fps:1387 +frame:7.88e+06 wall_t:5683 t:492500 epi:nan +opt_step:123104 lr:5.303e-05 clip_eps:0.1 entropy:1.169 +2026-01-08 00:17:57 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1048.30 total_reward_ma:1044.70 loss:-0.003387 fps:1387 +frame:7.89e+06 wall_t:5689 t:493125 epi:nan +opt_step:123264 lr:5.278e-05 clip_eps:0.1 entropy:1.084 +2026-01-08 00:18:03 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1051.40 total_reward_ma:1044.79 loss:-0.007005 fps:1387 +frame:7.90e+06 wall_t:5696 t:493750 epi:nan +opt_step:123424 lr:5.252e-05 clip_eps:0.1 entropy:1.048 +2026-01-08 00:18:10 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1048.90 total_reward_ma:1044.81 loss:-0.01062 fps:1387 +frame:7.91e+06 wall_t:5703 t:494375 epi:nan +opt_step:123584 lr:5.227e-05 clip_eps:0.1 entropy:1.175 +2026-01-08 00:18:17 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1045.40 total_reward_ma:1044.82 loss:0.0002047 fps:1387 +frame:7.92e+06 wall_t:5709 t:495000 epi:nan +opt_step:123744 lr:5.201e-05 clip_eps:0.1 entropy:1.306 +2026-01-08 00:18:24 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1044.00 total_reward_ma:1044.80 loss:-0.006857 fps:1387 +frame:7.93e+06 wall_t:5717 t:495625 epi:nan +opt_step:123904 lr:5.175e-05 clip_eps:0.1 entropy:1.133 +2026-01-08 00:18:31 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1045.90 total_reward_ma:1044.80 loss:-0.0002265 fps:1387 +frame:7.94e+06 wall_t:5723 t:496250 epi:nan +opt_step:124032 lr:5.155e-05 clip_eps:0.1 entropy:1.103 +2026-01-08 00:18:37 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1043.40 total_reward_ma:1044.76 loss:-0.00383 fps:1387 +frame:7.95e+06 wall_t:5730 t:496875 epi:nan +opt_step:124192 lr:5.129e-05 clip_eps:0.1 entropy:1.093 +2026-01-08 00:18:45 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1041.60 total_reward_ma:1044.70 loss:-0.007281 fps:1387 +frame:7.96e+06 wall_t:5737 t:497500 epi:nan +opt_step:124352 lr:5.104e-05 clip_eps:0.1 entropy:1.152 +2026-01-08 00:18:53 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1040.30 total_reward_ma:1044.67 loss:-0.0008578 fps:1387 +frame:7.97e+06 wall_t:5745 t:498125 epi:nan +opt_step:124512 lr:5.078e-05 clip_eps:0.1 entropy:1.263 +2026-01-08 00:19:00 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1038.80 total_reward_ma:1044.60 loss:-0.003092 fps:1387 +frame:7.98e+06 wall_t:5752 t:498750 epi:nan +opt_step:124672 lr:5.052e-05 clip_eps:0.1 entropy:1.07 +2026-01-08 00:19:07 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1037.10 total_reward_ma:1044.49 loss:-0.005772 fps:1387 +frame:7.99e+06 wall_t:5759 t:499375 epi:nan +opt_step:124832 lr:5.027e-05 clip_eps:0.1 entropy:1.092 +2026-01-08 00:19:14 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1039.90 total_reward_ma:1044.43 loss:-0.001423 fps:1387 +frame:8.00e+06 wall_t:5766 t:500000 epi:nan +opt_step:124992 lr:5.001e-05 clip_eps:0.1 entropy:1.113 +2026-01-08 00:19:22 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1045.00 total_reward_ma:1044.45 loss:-0.005121 fps:1387 +frame:8.01e+06 wall_t:5774 t:500625 epi:nan +opt_step:125152 lr:4.976e-05 clip_eps:0.1 entropy:1.124 +2026-01-08 00:19:29 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1047.50 total_reward_ma:1044.53 loss:-0.00922 fps:1387 +frame:8.02e+06 wall_t:5782 t:501250 epi:nan +opt_step:125312 lr:4.95e-05 clip_eps:0.1 entropy:1.129 +2026-01-08 00:19:35 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1049.70 total_reward_ma:1044.62 loss:-0.009231 fps:1387 +frame:8.03e+06 wall_t:5788 t:501875 epi:nan +opt_step:125440 lr:4.93e-05 clip_eps:0.1 entropy:1.046 +2026-01-08 00:19:42 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1051.80 total_reward_ma:1044.74 loss:-0.01044 fps:1387 +frame:8.04e+06 wall_t:5795 t:502500 epi:nan +opt_step:125600 lr:4.904e-05 clip_eps:0.1 entropy:1.089 +2026-01-08 00:19:49 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1052.20 total_reward_ma:1044.84 loss:-0.0008413 fps:1387 +frame:8.05e+06 wall_t:5802 t:503125 epi:nan +opt_step:125760 lr:4.878e-05 clip_eps:0.1 entropy:1.239 +2026-01-08 00:19:56 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1056.30 total_reward_ma:1044.98 loss:0.002901 fps:1388 +frame:8.06e+06 wall_t:5809 t:503750 epi:nan +opt_step:125920 lr:4.853e-05 clip_eps:0.1 entropy:1.088 +2026-01-08 00:20:05 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1056.90 total_reward_ma:1045.07 loss:-0.008906 fps:1387 +frame:8.07e+06 wall_t:5817 t:504375 epi:nan +opt_step:126080 lr:4.827e-05 clip_eps:0.1 entropy:1.032 +2026-01-08 00:20:12 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1058.40 total_reward_ma:1045.14 loss:-0.002175 fps:1387 +frame:8.08e+06 wall_t:5825 t:505000 epi:nan +opt_step:126240 lr:4.802e-05 clip_eps:0.1 entropy:1.073 +2026-01-08 00:20:20 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1055.70 total_reward_ma:1045.22 loss:0.0007921 fps:1387 +frame:8.09e+06 wall_t:5833 t:505625 epi:nan +opt_step:126400 lr:4.776e-05 clip_eps:0.1 entropy:1.113 +2026-01-08 00:20:27 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1055.70 total_reward_ma:1045.30 loss:-0.002751 fps:1387 +frame:8.10e+06 wall_t:5840 t:506250 epi:nan +opt_step:126560 lr:4.75e-05 clip_eps:0.1 entropy:1.09 +2026-01-08 00:20:33 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1058.20 total_reward_ma:1045.42 loss:-0.003887 fps:1387 +frame:8.11e+06 wall_t:5846 t:506875 epi:nan +opt_step:126688 lr:4.73e-05 clip_eps:0.1 entropy:1.124 +2026-01-08 00:20:41 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1059.70 total_reward_ma:1045.54 loss:-0.01101 fps:1387 +frame:8.12e+06 wall_t:5853 t:507500 epi:nan +opt_step:126848 lr:4.704e-05 clip_eps:0.1 entropy:1.016 +2026-01-08 00:20:48 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1062.70 total_reward_ma:1045.71 loss:0.001411 fps:1387 +frame:8.13e+06 wall_t:5861 t:508125 epi:nan +opt_step:127008 lr:4.679e-05 clip_eps:0.1 entropy:1.213 +2026-01-08 00:20:56 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1063.20 total_reward_ma:1045.88 loss:0.00311 fps:1387 +frame:8.14e+06 wall_t:5868 t:508750 epi:nan +opt_step:127168 lr:4.653e-05 clip_eps:0.1 entropy:1.116 +2026-01-08 00:21:03 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1064.80 total_reward_ma:1046.07 loss:-0.003807 fps:1387 +frame:8.15e+06 wall_t:5876 t:509375 epi:nan +opt_step:127328 lr:4.628e-05 clip_eps:0.1 entropy:1.1 +2026-01-08 00:21:11 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1066.80 total_reward_ma:1046.33 loss:-0.001289 fps:1387 +frame:8.16e+06 wall_t:5883 t:510000 epi:nan +opt_step:127488 lr:4.602e-05 clip_eps:0.1 entropy:1.111 +2026-01-08 00:21:18 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1067.70 total_reward_ma:1046.58 loss:-0.002364 fps:1387 +frame:8.17e+06 wall_t:5890 t:510625 epi:nan +opt_step:127648 lr:4.576e-05 clip_eps:0.1 entropy:1.116 +2026-01-08 00:21:25 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1069.10 total_reward_ma:1046.87 loss:-0.008066 fps:1387 +frame:8.18e+06 wall_t:5898 t:511250 epi:nan +opt_step:127808 lr:4.551e-05 clip_eps:0.1 entropy:1.096 +2026-01-08 00:21:32 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1067.30 total_reward_ma:1047.15 loss:-0.0002805 fps:1387 +frame:8.19e+06 wall_t:5905 t:511875 epi:nan +opt_step:127968 lr:4.525e-05 clip_eps:0.1 entropy:1.104 +2026-01-08 00:21:39 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1063.50 total_reward_ma:1047.37 loss:-0.007084 fps:1387 +frame:8.20e+06 wall_t:5912 t:512500 epi:nan +opt_step:128096 lr:4.505e-05 clip_eps:0.1 entropy:1.158 +2026-01-08 00:21:47 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1056.80 total_reward_ma:1047.51 loss:-0.0108 fps:1387 +frame:8.21e+06 wall_t:5919 t:513125 epi:nan +opt_step:128256 lr:4.479e-05 clip_eps:0.1 entropy:1.092 +2026-01-08 00:21:55 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1057.30 total_reward_ma:1047.62 loss:-0.007951 fps:1387 +frame:8.22e+06 wall_t:5927 t:513750 epi:nan +opt_step:128416 lr:4.453e-05 clip_eps:0.1 entropy:1.101 +2026-01-08 00:22:02 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1058.60 total_reward_ma:1047.76 loss:-0.004574 fps:1387 +frame:8.23e+06 wall_t:5934 t:514375 epi:nan +opt_step:128576 lr:4.428e-05 clip_eps:0.1 entropy:1.168 +2026-01-08 00:22:09 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1054.40 total_reward_ma:1047.90 loss:0.0006606 fps:1387 +frame:8.24e+06 wall_t:5941 t:515000 epi:nan +opt_step:128736 lr:4.402e-05 clip_eps:0.1 entropy:1.101 +2026-01-08 00:22:16 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1050.80 total_reward_ma:1047.96 loss:-0.006663 fps:1387 +frame:8.25e+06 wall_t:5948 t:515625 epi:nan +opt_step:128896 lr:4.377e-05 clip_eps:0.1 entropy:1.03 +2026-01-08 00:22:23 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1049.20 total_reward_ma:1048.04 loss:-0.006228 fps:1387 +frame:8.26e+06 wall_t:5956 t:516250 epi:nan +opt_step:129056 lr:4.351e-05 clip_eps:0.1 entropy:1.154 +2026-01-08 00:22:30 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1045.40 total_reward_ma:1048.08 loss:0.002825 fps:1387 +frame:8.27e+06 wall_t:5963 t:516875 epi:nan +opt_step:129216 lr:4.325e-05 clip_eps:0.1 entropy:1.185 +2026-01-08 00:22:36 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1047.80 total_reward_ma:1048.19 loss:-0.01303 fps:1387 +frame:8.28e+06 wall_t:5969 t:517500 epi:nan +opt_step:129344 lr:4.305e-05 clip_eps:0.1 entropy:1.03 +2026-01-08 00:22:43 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1049.00 total_reward_ma:1048.28 loss:0.0001374 fps:1387 +frame:8.29e+06 wall_t:5976 t:518125 epi:nan +opt_step:129504 lr:4.279e-05 clip_eps:0.1 entropy:1.221 +2026-01-08 00:22:51 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1048.60 total_reward_ma:1048.37 loss:-0.00232 fps:1387 +frame:8.30e+06 wall_t:5983 t:518750 epi:nan +opt_step:129664 lr:4.254e-05 clip_eps:0.1 entropy:1.147 +2026-01-08 00:22:58 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1046.40 total_reward_ma:1048.42 loss:-0.01064 fps:1387 +frame:8.31e+06 wall_t:5990 t:519375 epi:nan +opt_step:129824 lr:4.228e-05 clip_eps:0.1 entropy:1.023 +2026-01-08 00:23:05 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1048.70 total_reward_ma:1048.48 loss:0.004191 fps:1387 +frame:8.32e+06 wall_t:5997 t:520000 epi:nan +opt_step:129984 lr:4.203e-05 clip_eps:0.1 entropy:1.142 +2026-01-08 00:23:12 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1046.60 total_reward_ma:1048.47 loss:-0.007158 fps:1387 +frame:8.33e+06 wall_t:6004 t:520625 epi:nan +opt_step:130144 lr:4.177e-05 clip_eps:0.1 entropy:1.164 +2026-01-08 00:23:19 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1047.10 total_reward_ma:1048.47 loss:-0.01034 fps:1387 +frame:8.34e+06 wall_t:6012 t:521250 epi:nan +opt_step:130304 lr:4.151e-05 clip_eps:0.1 entropy:1.129 +2026-01-08 00:23:26 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1050.30 total_reward_ma:1048.53 loss:-0.001132 fps:1387 +frame:8.35e+06 wall_t:6019 t:521875 epi:nan +opt_step:130464 lr:4.126e-05 clip_eps:0.1 entropy:1.082 +2026-01-08 00:23:33 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1050.80 total_reward_ma:1048.58 loss:0.002983 fps:1387 +frame:8.36e+06 wall_t:6026 t:522500 epi:nan +opt_step:130624 lr:4.1e-05 clip_eps:0.1 entropy:1.077 +2026-01-08 00:23:40 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1049.40 total_reward_ma:1048.60 loss:0.003453 fps:1387 +frame:8.37e+06 wall_t:6033 t:523125 epi:nan +opt_step:130752 lr:4.08e-05 clip_eps:0.1 entropy:1.18 +2026-01-08 00:23:48 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1049.00 total_reward_ma:1048.67 loss:-0.004397 fps:1387 +frame:8.38e+06 wall_t:6041 t:523750 epi:nan +opt_step:130912 lr:4.054e-05 clip_eps:0.1 entropy:1.149 +2026-01-08 00:23:55 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1051.40 total_reward_ma:1048.73 loss:-0.006098 fps:1387 +frame:8.39e+06 wall_t:6048 t:524375 epi:nan +opt_step:131072 lr:4.028e-05 clip_eps:0.1 entropy:1.112 +2026-01-08 00:24:02 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1055.70 total_reward_ma:1048.84 loss:-0.005484 fps:1387 +frame:8.40e+06 wall_t:6055 t:525000 epi:nan +opt_step:131232 lr:4.003e-05 clip_eps:0.1 entropy:1.123 +2026-01-08 00:24:09 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1058.10 total_reward_ma:1048.98 loss:-0.003918 fps:1387 +frame:8.41e+06 wall_t:6062 t:525625 epi:nan +opt_step:131392 lr:3.977e-05 clip_eps:0.1 entropy:1.104 +2026-01-08 00:24:17 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1056.50 total_reward_ma:1049.10 loss:-0.00742 fps:1387 +frame:8.42e+06 wall_t:6069 t:526250 epi:nan +opt_step:131552 lr:3.952e-05 clip_eps:0.1 entropy:1.206 +2026-01-08 00:24:24 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1055.50 total_reward_ma:1049.21 loss:-0.003284 fps:1387 +frame:8.43e+06 wall_t:6077 t:526875 epi:nan +opt_step:131712 lr:3.926e-05 clip_eps:0.1 entropy:1.127 +2026-01-08 00:24:32 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1058.50 total_reward_ma:1049.33 loss:-0.006592 fps:1387 +frame:8.44e+06 wall_t:6084 t:527500 epi:nan +opt_step:131872 lr:3.9e-05 clip_eps:0.1 entropy:1.13 +2026-01-08 00:24:38 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1062.10 total_reward_ma:1049.51 loss:-0.004918 fps:1387 +frame:8.45e+06 wall_t:6091 t:528125 epi:nan +opt_step:132000 lr:3.88e-05 clip_eps:0.1 entropy:1.175 +2026-01-08 00:24:45 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1065.70 total_reward_ma:1049.70 loss:0.0009193 fps:1387 +frame:8.46e+06 wall_t:6098 t:528750 epi:nan +opt_step:132160 lr:3.854e-05 clip_eps:0.1 entropy:1.094 +2026-01-08 00:24:52 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1065.40 total_reward_ma:1049.86 loss:-0.004973 fps:1387 +frame:8.47e+06 wall_t:6105 t:529375 epi:nan +opt_step:132320 lr:3.829e-05 clip_eps:0.1 entropy:1.118 +2026-01-08 00:25:00 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1067.70 total_reward_ma:1050.03 loss:-0.002191 fps:1387 +frame:8.48e+06 wall_t:6113 t:530000 epi:nan +opt_step:132480 lr:3.803e-05 clip_eps:0.1 entropy:1.277 +2026-01-08 00:25:07 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1061.70 total_reward_ma:1050.18 loss:0.0003828 fps:1387 +frame:8.49e+06 wall_t:6120 t:530625 epi:nan +opt_step:132640 lr:3.778e-05 clip_eps:0.1 entropy:1.094 +2026-01-08 00:25:14 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1061.50 total_reward_ma:1050.35 loss:-0.007732 fps:1387 +frame:8.50e+06 wall_t:6127 t:531250 epi:nan +opt_step:132800 lr:3.752e-05 clip_eps:0.1 entropy:1.089 +2026-01-08 00:25:21 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1066.10 total_reward_ma:1050.59 loss:0.0003341 fps:1387 +frame:8.51e+06 wall_t:6134 t:531875 epi:nan +opt_step:132960 lr:3.726e-05 clip_eps:0.1 entropy:1.335 +2026-01-08 00:25:28 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1067.10 total_reward_ma:1050.82 loss:-0.005143 fps:1387 +frame:8.52e+06 wall_t:6141 t:532500 epi:nan +opt_step:133120 lr:3.701e-05 clip_eps:0.1 entropy:1.128 +2026-01-08 00:25:35 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1067.30 total_reward_ma:1051.06 loss:-0.009881 fps:1387 +frame:8.53e+06 wall_t:6148 t:533125 epi:nan +opt_step:133280 lr:3.675e-05 clip_eps:0.1 entropy:1.108 +2026-01-08 00:25:42 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1066.90 total_reward_ma:1051.28 loss:-0.005439 fps:1388 +frame:8.54e+06 wall_t:6154 t:533750 epi:nan +opt_step:133408 lr:3.655e-05 clip_eps:0.1 entropy:1.114 +2026-01-08 00:25:49 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1067.00 total_reward_ma:1051.47 loss:0.0004145 fps:1388 +frame:8.55e+06 wall_t:6161 t:534375 epi:nan +opt_step:133568 lr:3.629e-05 clip_eps:0.1 entropy:1.13 +2026-01-08 00:25:56 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1068.60 total_reward_ma:1051.68 loss:-0.008556 fps:1388 +frame:8.56e+06 wall_t:6169 t:535000 epi:nan +opt_step:133728 lr:3.604e-05 clip_eps:0.1 entropy:1.129 +2026-01-08 00:26:04 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1069.70 total_reward_ma:1051.88 loss:-0.001941 fps:1387 +frame:8.57e+06 wall_t:6177 t:535625 epi:nan +opt_step:133888 lr:3.578e-05 clip_eps:0.1 entropy:1.14 +2026-01-08 00:26:11 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1063.70 total_reward_ma:1052.02 loss:-0.0001866 fps:1387 +frame:8.58e+06 wall_t:6184 t:536250 epi:nan +opt_step:134048 lr:3.552e-05 clip_eps:0.1 entropy:1.159 +2026-01-08 00:26:18 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1065.00 total_reward_ma:1052.23 loss:-0.00567 fps:1387 +frame:8.59e+06 wall_t:6191 t:536875 epi:nan +opt_step:134208 lr:3.527e-05 clip_eps:0.1 entropy:1.057 +2026-01-08 00:26:25 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1061.80 total_reward_ma:1052.39 loss:0.002091 fps:1388 +frame:8.60e+06 wall_t:6198 t:537500 epi:nan +opt_step:134368 lr:3.501e-05 clip_eps:0.1 entropy:1.134 +2026-01-08 00:26:33 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1059.30 total_reward_ma:1052.56 loss:-0.006575 fps:1388 +frame:8.61e+06 wall_t:6205 t:538125 epi:nan +opt_step:134528 lr:3.476e-05 clip_eps:0.1 entropy:1.087 +2026-01-08 00:26:39 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1061.20 total_reward_ma:1052.76 loss:-0.001849 fps:1388 +frame:8.62e+06 wall_t:6212 t:538750 epi:nan +opt_step:134656 lr:3.455e-05 clip_eps:0.1 entropy:1.173 +2026-01-08 00:26:46 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1061.40 total_reward_ma:1052.94 loss:-0.002307 fps:1388 +frame:8.63e+06 wall_t:6218 t:539375 epi:nan +opt_step:134816 lr:3.429e-05 clip_eps:0.1 entropy:1.045 +2026-01-08 00:26:53 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1060.90 total_reward_ma:1053.12 loss:-0.001422 fps:1388 +frame:8.64e+06 wall_t:6225 t:540000 epi:nan +opt_step:134976 lr:3.404e-05 clip_eps:0.1 entropy:1.176 +2026-01-08 00:27:00 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1063.60 total_reward_ma:1053.32 loss:-0.003411 fps:1388 +frame:8.65e+06 wall_t:6233 t:540625 epi:nan +opt_step:135136 lr:3.378e-05 clip_eps:0.1 entropy:1.033 +2026-01-08 00:27:07 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1063.70 total_reward_ma:1053.51 loss:-0.01087 fps:1388 +frame:8.66e+06 wall_t:6240 t:541250 epi:nan +opt_step:135296 lr:3.353e-05 clip_eps:0.1 entropy:1.146 +2026-01-08 00:27:14 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1064.00 total_reward_ma:1053.71 loss:0.008664 fps:1388 +frame:8.67e+06 wall_t:6246 t:541875 epi:nan +opt_step:135456 lr:3.327e-05 clip_eps:0.1 entropy:1.162 +2026-01-08 00:27:21 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1064.60 total_reward_ma:1053.94 loss:-0.004155 fps:1388 +frame:8.68e+06 wall_t:6253 t:542500 epi:nan +opt_step:135616 lr:3.301e-05 clip_eps:0.1 entropy:1.032 +2026-01-08 00:27:27 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1066.00 total_reward_ma:1054.16 loss:-0.002922 fps:1388 +frame:8.69e+06 wall_t:6260 t:543125 epi:nan +opt_step:135776 lr:3.276e-05 clip_eps:0.1 entropy:1.054 +2026-01-08 00:27:34 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1069.50 total_reward_ma:1054.44 loss:-3.81e-05 fps:1388 +frame:8.70e+06 wall_t:6267 t:543750 epi:nan +opt_step:135936 lr:3.25e-05 clip_eps:0.1 entropy:1.139 +2026-01-08 00:27:41 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1068.80 total_reward_ma:1054.73 loss:-0.002735 fps:1388 +frame:8.71e+06 wall_t:6273 t:544375 epi:nan +opt_step:136064 lr:3.23e-05 clip_eps:0.1 entropy:1.122 +2026-01-08 00:27:49 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1068.40 total_reward_ma:1054.99 loss:-0.003528 fps:1388 +frame:8.72e+06 wall_t:6281 t:545000 epi:nan +opt_step:136224 lr:3.204e-05 clip_eps:0.1 entropy:1.186 +2026-01-08 00:27:56 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1065.60 total_reward_ma:1055.23 loss:-0.0036 fps:1388 +frame:8.73e+06 wall_t:6289 t:545625 epi:nan +opt_step:136384 lr:3.179e-05 clip_eps:0.1 entropy:1.075 +2026-01-08 00:28:04 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1066.50 total_reward_ma:1055.47 loss:-6.369e-05 fps:1388 +frame:8.74e+06 wall_t:6296 t:546250 epi:nan +opt_step:136544 lr:3.153e-05 clip_eps:0.1 entropy:1.167 +2026-01-08 00:28:11 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1065.80 total_reward_ma:1055.70 loss:-0.005408 fps:1388 +frame:8.75e+06 wall_t:6303 t:546875 epi:nan +opt_step:136704 lr:3.127e-05 clip_eps:0.1 entropy:1.145 +2026-01-08 00:28:18 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1062.30 total_reward_ma:1055.87 loss:-0.002688 fps:1388 +frame:8.76e+06 wall_t:6310 t:547500 epi:nan +opt_step:136864 lr:3.102e-05 clip_eps:0.1 entropy:1.139 +2026-01-08 00:28:25 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1062.80 total_reward_ma:1056.06 loss:-0.003493 fps:1388 +frame:8.77e+06 wall_t:6318 t:548125 epi:nan +opt_step:137024 lr:3.076e-05 clip_eps:0.1 entropy:1.086 +2026-01-08 00:28:33 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1068.10 total_reward_ma:1056.28 loss:-0.008776 fps:1388 +frame:8.78e+06 wall_t:6325 t:548750 epi:nan +opt_step:137184 lr:3.051e-05 clip_eps:0.1 entropy:1.078 +2026-01-08 00:28:39 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1064.70 total_reward_ma:1056.42 loss:0.0003296 fps:1388 +frame:8.79e+06 wall_t:6332 t:549375 epi:nan +opt_step:137312 lr:3.03e-05 clip_eps:0.1 entropy:1.12 +2026-01-08 00:28:46 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1063.80 total_reward_ma:1056.54 loss:-0.0006052 fps:1388 +frame:8.80e+06 wall_t:6338 t:550000 epi:nan +opt_step:137472 lr:3.004e-05 clip_eps:0.1 entropy:1.112 +2026-01-08 00:28:53 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1066.90 total_reward_ma:1056.69 loss:0.0009588 fps:1388 +frame:8.81e+06 wall_t:6345 t:550625 epi:nan +opt_step:137632 lr:2.979e-05 clip_eps:0.1 entropy:1.117 +2026-01-08 00:29:00 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1066.20 total_reward_ma:1056.85 loss:0.0007081 fps:1388 +frame:8.82e+06 wall_t:6353 t:551250 epi:nan +opt_step:137792 lr:2.953e-05 clip_eps:0.1 entropy:1.097 +2026-01-08 00:29:07 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1064.80 total_reward_ma:1057.03 loss:-0.0008448 fps:1388 +frame:8.83e+06 wall_t:6360 t:551875 epi:nan +opt_step:137952 lr:2.928e-05 clip_eps:0.1 entropy:1.153 +2026-01-08 00:29:14 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1065.20 total_reward_ma:1057.23 loss:0.001928 fps:1388 +frame:8.84e+06 wall_t:6367 t:552500 epi:nan +opt_step:138112 lr:2.902e-05 clip_eps:0.1 entropy:1.006 +2026-01-08 00:29:23 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1063.30 total_reward_ma:1057.40 loss:-0.002792 fps:1388 +frame:8.85e+06 wall_t:6375 t:553125 epi:nan +opt_step:138272 lr:2.876e-05 clip_eps:0.1 entropy:0.9825 +2026-01-08 00:29:30 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1059.10 total_reward_ma:1057.53 loss:0.001215 fps:1388 +frame:8.86e+06 wall_t:6383 t:553750 epi:nan +opt_step:138432 lr:2.851e-05 clip_eps:0.1 entropy:1.112 +2026-01-08 00:29:38 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1061.50 total_reward_ma:1057.69 loss:0.001888 fps:1388 +frame:8.87e+06 wall_t:6390 t:554375 epi:nan +opt_step:138592 lr:2.825e-05 clip_eps:0.1 entropy:1.107 +2026-01-08 00:29:45 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1062.30 total_reward_ma:1057.87 loss:-0.0002095 fps:1388 +frame:8.88e+06 wall_t:6397 t:555000 epi:nan +opt_step:138720 lr:2.805e-05 clip_eps:0.1 entropy:1.147 +2026-01-08 00:29:52 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1060.60 total_reward_ma:1057.99 loss:8.432e-05 fps:1388 +frame:8.89e+06 wall_t:6404 t:555625 epi:nan +opt_step:138880 lr:2.779e-05 clip_eps:0.1 entropy:1.097 +2026-01-08 00:29:59 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1060.00 total_reward_ma:1058.08 loss:-0.005055 fps:1388 +frame:8.90e+06 wall_t:6412 t:556250 epi:nan +opt_step:139040 lr:2.754e-05 clip_eps:0.1 entropy:1.046 +2026-01-08 00:30:06 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1060.30 total_reward_ma:1058.19 loss:0.006091 fps:1388 +frame:8.91e+06 wall_t:6419 t:556875 epi:nan +opt_step:139200 lr:2.728e-05 clip_eps:0.1 entropy:1.065 +2026-01-08 00:30:13 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1059.80 total_reward_ma:1058.33 loss:-0.002352 fps:1388 +frame:8.92e+06 wall_t:6425 t:557500 epi:nan +opt_step:139360 lr:2.702e-05 clip_eps:0.1 entropy:1.073 +2026-01-08 00:30:20 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1060.00 total_reward_ma:1058.49 loss:-0.00253 fps:1388 +frame:8.93e+06 wall_t:6433 t:558125 epi:nan +opt_step:139520 lr:2.677e-05 clip_eps:0.1 entropy:1.191 +2026-01-08 00:30:28 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1060.90 total_reward_ma:1058.64 loss:-0.00734 fps:1388 +frame:8.94e+06 wall_t:6441 t:558750 epi:nan +opt_step:139680 lr:2.651e-05 clip_eps:0.1 entropy:1.098 +2026-01-08 00:30:36 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1062.70 total_reward_ma:1058.84 loss:-0.006722 fps:1388 +frame:8.95e+06 wall_t:6448 t:559375 epi:nan +opt_step:139840 lr:2.626e-05 clip_eps:0.1 entropy:1.051 +2026-01-08 00:30:43 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1066.50 total_reward_ma:1059.09 loss:0.001921 fps:1388 +frame:8.96e+06 wall_t:6455 t:560000 epi:nan +opt_step:140000 lr:2.6e-05 clip_eps:0.1 entropy:1.092 +2026-01-08 00:30:48 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1066.70 total_reward_ma:1059.35 loss:-0.002243 fps:1388 +frame:8.97e+06 wall_t:6461 t:560625 epi:nan +opt_step:140128 lr:2.58e-05 clip_eps:0.1 entropy:1.133 +2026-01-08 00:30:55 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1066.60 total_reward_ma:1059.63 loss:-0.0076 fps:1388 +frame:8.98e+06 wall_t:6468 t:561250 epi:nan +opt_step:140288 lr:2.554e-05 clip_eps:0.1 entropy:1.023 +2026-01-08 00:31:03 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1069.40 total_reward_ma:1059.95 loss:-0.005603 fps:1388 +frame:8.99e+06 wall_t:6476 t:561875 epi:nan +opt_step:140448 lr:2.528e-05 clip_eps:0.1 entropy:1.111 +2026-01-08 00:31:11 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1070.30 total_reward_ma:1060.26 loss:0.009024 fps:1388 +frame:9.00e+06 wall_t:6483 t:562500 epi:nan +opt_step:140608 lr:2.503e-05 clip_eps:0.1 entropy:1.228 +2026-01-08 00:31:19 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1072.70 total_reward_ma:1060.53 loss:0.0002847 fps:1388 +frame:9.01e+06 wall_t:6491 t:563125 epi:nan +opt_step:140768 lr:2.477e-05 clip_eps:0.1 entropy:1.043 +2026-01-08 00:31:26 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1070.90 total_reward_ma:1060.77 loss:-0.006272 fps:1388 +frame:9.02e+06 wall_t:6498 t:563750 epi:nan +opt_step:140928 lr:2.452e-05 clip_eps:0.1 entropy:1.111 +2026-01-08 00:31:33 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1070.50 total_reward_ma:1060.97 loss:0.001025 fps:1388 +frame:9.03e+06 wall_t:6506 t:564375 epi:nan +opt_step:141088 lr:2.426e-05 clip_eps:0.1 entropy:1.068 +2026-01-08 00:31:40 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1067.20 total_reward_ma:1061.13 loss:-6.329e-05 fps:1388 +frame:9.04e+06 wall_t:6513 t:565000 epi:nan +opt_step:141248 lr:2.4e-05 clip_eps:0.1 entropy:1.088 +2026-01-08 00:31:46 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1059.90 total_reward_ma:1061.20 loss:0.002555 fps:1388 +frame:9.05e+06 wall_t:6519 t:565625 epi:nan +opt_step:141376 lr:2.38e-05 clip_eps:0.1 entropy:1.166 +2026-01-08 00:31:53 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1063.20 total_reward_ma:1061.27 loss:-0.002396 fps:1389 +frame:9.06e+06 wall_t:6525 t:566250 epi:nan +opt_step:141536 lr:2.354e-05 clip_eps:0.1 entropy:1.163 +2026-01-08 00:32:00 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1061.30 total_reward_ma:1061.32 loss:-0.0002519 fps:1389 +frame:9.07e+06 wall_t:6532 t:566875 epi:nan +opt_step:141696 lr:2.329e-05 clip_eps:0.1 entropy:1.079 +2026-01-08 00:32:06 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1060.40 total_reward_ma:1061.34 loss:0.01872 fps:1389 +frame:9.08e+06 wall_t:6539 t:567500 epi:nan +opt_step:141856 lr:2.303e-05 clip_eps:0.1 entropy:1.127 +2026-01-08 00:32:13 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1064.40 total_reward_ma:1061.43 loss:0.001676 fps:1389 +frame:9.09e+06 wall_t:6546 t:568125 epi:nan +opt_step:142016 lr:2.277e-05 clip_eps:0.1 entropy:1.026 +2026-01-08 00:32:20 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1063.70 total_reward_ma:1061.50 loss:-0.0007853 fps:1389 +frame:9.10e+06 wall_t:6553 t:568750 epi:nan +opt_step:142176 lr:2.252e-05 clip_eps:0.1 entropy:1.133 +2026-01-08 00:32:27 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1063.50 total_reward_ma:1061.56 loss:-0.001201 fps:1389 +frame:9.11e+06 wall_t:6560 t:569375 epi:nan +opt_step:142336 lr:2.226e-05 clip_eps:0.1 entropy:1.123 +2026-01-08 00:32:34 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1056.30 total_reward_ma:1061.52 loss:-0.000805 fps:1389 +frame:9.12e+06 wall_t:6567 t:570000 epi:nan +opt_step:142496 lr:2.201e-05 clip_eps:0.1 entropy:1.088 +2026-01-08 00:32:42 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1050.60 total_reward_ma:1061.40 loss:-0.00456 fps:1389 +frame:9.13e+06 wall_t:6575 t:570625 epi:nan +opt_step:142656 lr:2.175e-05 clip_eps:0.1 entropy:1.092 +2026-01-08 00:32:49 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1048.20 total_reward_ma:1061.25 loss:-0.0008712 fps:1389 +frame:9.14e+06 wall_t:6581 t:571250 epi:nan +opt_step:142784 lr:2.155e-05 clip_eps:0.1 entropy:1.132 +2026-01-08 00:32:56 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1045.40 total_reward_ma:1061.06 loss:-0.002399 fps:1389 +frame:9.15e+06 wall_t:6588 t:571875 epi:nan +opt_step:142944 lr:2.129e-05 clip_eps:0.1 entropy:1.059 +2026-01-08 00:33:03 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1046.40 total_reward_ma:1060.85 loss:-0.002837 fps:1389 +frame:9.16e+06 wall_t:6595 t:572500 epi:nan +opt_step:143104 lr:2.103e-05 clip_eps:0.1 entropy:1.131 +2026-01-08 00:33:10 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1045.90 total_reward_ma:1060.64 loss:-0.003521 fps:1389 +frame:9.17e+06 wall_t:6602 t:573125 epi:nan +opt_step:143264 lr:2.078e-05 clip_eps:0.1 entropy:1.077 +2026-01-08 00:33:16 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1045.10 total_reward_ma:1060.40 loss:0.006374 fps:1389 +frame:9.18e+06 wall_t:6609 t:573750 epi:nan +opt_step:143424 lr:2.052e-05 clip_eps:0.1 entropy:1.113 +2026-01-08 00:33:24 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1046.30 total_reward_ma:1060.19 loss:-0.005836 fps:1389 +frame:9.19e+06 wall_t:6617 t:574375 epi:nan +opt_step:143584 lr:2.027e-05 clip_eps:0.1 entropy:1.039 +2026-01-08 00:33:32 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1049.00 total_reward_ma:1060.04 loss:-0.002687 fps:1389 +frame:9.20e+06 wall_t:6624 t:575000 epi:nan +opt_step:143744 lr:2.001e-05 clip_eps:0.1 entropy:1.132 +2026-01-08 00:33:38 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1048.40 total_reward_ma:1059.96 loss:0.005895 fps:1389 +frame:9.21e+06 wall_t:6631 t:575625 epi:nan +opt_step:143904 lr:1.975e-05 clip_eps:0.1 entropy:1.075 +2026-01-08 00:33:45 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1049.80 total_reward_ma:1059.88 loss:0.004411 fps:1389 +frame:9.22e+06 wall_t:6637 t:576250 epi:nan +opt_step:144032 lr:1.955e-05 clip_eps:0.1 entropy:1.087 +2026-01-08 00:33:51 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1049.50 total_reward_ma:1059.79 loss:0.007426 fps:1389 +frame:9.23e+06 wall_t:6644 t:576875 epi:nan +opt_step:144192 lr:1.929e-05 clip_eps:0.1 entropy:1.136 +2026-01-08 00:33:58 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1051.50 total_reward_ma:1059.76 loss:0.007324 fps:1389 +frame:9.24e+06 wall_t:6650 t:577500 epi:nan +opt_step:144352 lr:1.904e-05 clip_eps:0.1 entropy:1.068 +2026-01-08 00:34:05 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1061.40 total_reward_ma:1059.87 loss:0.002202 fps:1389 +frame:9.25e+06 wall_t:6658 t:578125 epi:nan +opt_step:144512 lr:1.878e-05 clip_eps:0.1 entropy:1.053 +2026-01-08 00:34:12 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1058.60 total_reward_ma:1059.96 loss:-0.001977 fps:1389 +frame:9.26e+06 wall_t:6665 t:578750 epi:nan +opt_step:144672 lr:1.852e-05 clip_eps:0.1 entropy:1.073 +2026-01-08 00:34:19 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1060.10 total_reward_ma:1060.11 loss:-0.004829 fps:1389 +frame:9.27e+06 wall_t:6672 t:579375 epi:nan +opt_step:144832 lr:1.827e-05 clip_eps:0.1 entropy:1.153 +2026-01-08 00:34:27 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1058.10 total_reward_ma:1060.21 loss:0.005373 fps:1389 +frame:9.28e+06 wall_t:6679 t:580000 epi:nan +opt_step:144992 lr:1.801e-05 clip_eps:0.1 entropy:1.039 +2026-01-08 00:34:34 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1057.20 total_reward_ma:1060.30 loss:-0.006935 fps:1389 +frame:9.29e+06 wall_t:6687 t:580625 epi:nan +opt_step:145152 lr:1.776e-05 clip_eps:0.1 entropy:1.045 +2026-01-08 00:34:41 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1057.20 total_reward_ma:1060.38 loss:-0.002186 fps:1389 +frame:9.30e+06 wall_t:6694 t:581250 epi:nan +opt_step:145312 lr:1.75e-05 clip_eps:0.1 entropy:1.046 +2026-01-08 00:34:48 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1065.20 total_reward_ma:1060.57 loss:0.00152 fps:1390 +frame:9.31e+06 wall_t:6700 t:581875 epi:nan +opt_step:145440 lr:1.73e-05 clip_eps:0.1 entropy:1.119 +2026-01-08 00:34:55 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1069.60 total_reward_ma:1060.78 loss:-0.002699 fps:1390 +frame:9.32e+06 wall_t:6707 t:582500 epi:nan +opt_step:145600 lr:1.704e-05 clip_eps:0.1 entropy:1.021 +2026-01-08 00:35:01 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1070.80 total_reward_ma:1061.02 loss:-0.003651 fps:1390 +frame:9.33e+06 wall_t:6714 t:583125 epi:nan +opt_step:145760 lr:1.678e-05 clip_eps:0.1 entropy:1.119 +2026-01-08 00:35:09 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1073.80 total_reward_ma:1061.29 loss:0.008715 fps:1390 +frame:9.34e+06 wall_t:6721 t:583750 epi:nan +opt_step:145920 lr:1.653e-05 clip_eps:0.1 entropy:1.037 +2026-01-08 00:35:16 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1072.10 total_reward_ma:1061.51 loss:-0.001862 fps:1390 +frame:9.35e+06 wall_t:6729 t:584375 epi:nan +opt_step:146080 lr:1.627e-05 clip_eps:0.1 entropy:1.099 +2026-01-08 00:35:23 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1070.10 total_reward_ma:1061.70 loss:-0.007201 fps:1390 +frame:9.36e+06 wall_t:6736 t:585000 epi:nan +opt_step:146240 lr:1.602e-05 clip_eps:0.1 entropy:1.114 +2026-01-08 00:35:31 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1069.30 total_reward_ma:1061.90 loss:0.005828 fps:1390 +frame:9.37e+06 wall_t:6743 t:585625 epi:nan +opt_step:146400 lr:1.576e-05 clip_eps:0.1 entropy:1.098 +2026-01-08 00:35:37 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1072.60 total_reward_ma:1062.13 loss:0.01131 fps:1390 +frame:9.38e+06 wall_t:6750 t:586250 epi:nan +opt_step:146560 lr:1.55e-05 clip_eps:0.1 entropy:1.067 +2026-01-08 00:35:44 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1072.70 total_reward_ma:1062.35 loss:0.006094 fps:1390 +frame:9.39e+06 wall_t:6756 t:586875 epi:nan +opt_step:146688 lr:1.53e-05 clip_eps:0.1 entropy:1.157 +2026-01-08 00:35:50 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1071.40 total_reward_ma:1062.50 loss:0.008004 fps:1390 +frame:9.40e+06 wall_t:6763 t:587500 epi:nan +opt_step:146848 lr:1.504e-05 clip_eps:0.1 entropy:1.095 +2026-01-08 00:35:57 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1065.80 total_reward_ma:1062.58 loss:-0.005905 fps:1390 +frame:9.41e+06 wall_t:6770 t:588125 epi:nan +opt_step:147008 lr:1.479e-05 clip_eps:0.1 entropy:0.9906 +2026-01-08 00:36:04 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1064.40 total_reward_ma:1062.66 loss:0.003982 fps:1390 +frame:9.42e+06 wall_t:6777 t:588750 epi:nan +opt_step:147168 lr:1.453e-05 clip_eps:0.1 entropy:1.009 +2026-01-08 00:36:11 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1064.50 total_reward_ma:1062.75 loss:0.001276 fps:1390 +frame:9.43e+06 wall_t:6784 t:589375 epi:nan +opt_step:147328 lr:1.428e-05 clip_eps:0.1 entropy:1.09 +2026-01-08 00:36:18 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1066.50 total_reward_ma:1062.83 loss:0.005853 fps:1390 +frame:9.44e+06 wall_t:6791 t:590000 epi:nan +opt_step:147488 lr:1.402e-05 clip_eps:0.1 entropy:1.101 +2026-01-08 00:36:25 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1063.80 total_reward_ma:1062.85 loss:-0.001597 fps:1390 +frame:9.45e+06 wall_t:6798 t:590625 epi:nan +opt_step:147648 lr:1.376e-05 clip_eps:0.1 entropy:1.081 +2026-01-08 00:36:32 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1066.20 total_reward_ma:1062.85 loss:0.0005053 fps:1390 +frame:9.46e+06 wall_t:6804 t:591250 epi:nan +opt_step:147808 lr:1.351e-05 clip_eps:0.1 entropy:1.085 +2026-01-08 00:36:38 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1065.60 total_reward_ma:1062.85 loss:0.02081 fps:1390 +frame:9.47e+06 wall_t:6811 t:591875 epi:nan +opt_step:147968 lr:1.325e-05 clip_eps:0.1 entropy:1.095 +2026-01-08 00:36:45 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1066.90 total_reward_ma:1062.84 loss:-0.008828 fps:1391 +frame:9.48e+06 wall_t:6817 t:592500 epi:nan +opt_step:148096 lr:1.305e-05 clip_eps:0.1 entropy:0.9571 +2026-01-08 00:36:52 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1062.80 total_reward_ma:1062.86 loss:-0.0002389 fps:1391 +frame:9.49e+06 wall_t:6824 t:593125 epi:nan +opt_step:148256 lr:1.279e-05 clip_eps:0.1 entropy:1.076 +2026-01-08 00:36:59 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1063.10 total_reward_ma:1062.87 loss:0.004772 fps:1391 +frame:9.50e+06 wall_t:6832 t:593750 epi:nan +opt_step:148416 lr:1.253e-05 clip_eps:0.1 entropy:1.098 +2026-01-08 00:37:06 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1062.00 total_reward_ma:1062.83 loss:-0.003036 fps:1391 +frame:9.51e+06 wall_t:6839 t:594375 epi:nan +opt_step:148576 lr:1.228e-05 clip_eps:0.1 entropy:1.007 +2026-01-08 00:37:14 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1061.90 total_reward_ma:1062.78 loss:-0.002648 fps:1391 +frame:9.52e+06 wall_t:6846 t:595000 epi:nan +opt_step:148736 lr:1.202e-05 clip_eps:0.1 entropy:0.9901 +2026-01-08 00:37:21 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1060.40 total_reward_ma:1062.71 loss:0.008184 fps:1390 +frame:9.53e+06 wall_t:6854 t:595625 epi:nan +opt_step:148896 lr:1.177e-05 clip_eps:0.1 entropy:1.073 +2026-01-08 00:37:29 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1061.80 total_reward_ma:1062.66 loss:-0.002656 fps:1390 +frame:9.54e+06 wall_t:6861 t:596250 epi:nan +opt_step:149056 lr:1.151e-05 clip_eps:0.1 entropy:0.9837 +2026-01-08 00:37:37 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1065.90 total_reward_ma:1062.65 loss:0.001206 fps:1390 +frame:9.55e+06 wall_t:6869 t:596875 epi:nan +opt_step:149216 lr:1.125e-05 clip_eps:0.1 entropy:1.126 +2026-01-08 00:37:43 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1065.30 total_reward_ma:1062.61 loss:0.00582 fps:1390 +frame:9.56e+06 wall_t:6876 t:597500 epi:nan +opt_step:149344 lr:1.105e-05 clip_eps:0.1 entropy:1.07 +2026-01-08 00:37:50 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1067.50 total_reward_ma:1062.59 loss:-0.001517 fps:1390 +frame:9.57e+06 wall_t:6883 t:598125 epi:nan +opt_step:149504 lr:1.079e-05 clip_eps:0.1 entropy:1.039 +2026-01-08 00:37:58 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1067.30 total_reward_ma:1062.63 loss:-0.005228 fps:1390 +frame:9.58e+06 wall_t:6890 t:598750 epi:nan +opt_step:149664 lr:1.054e-05 clip_eps:0.1 entropy:1.104 +2026-01-08 00:38:06 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1068.60 total_reward_ma:1062.66 loss:0.00524 fps:1390 +frame:9.59e+06 wall_t:6899 t:599375 epi:nan +opt_step:149824 lr:1.028e-05 clip_eps:0.1 entropy:1.148 +2026-01-08 00:38:13 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1072.80 total_reward_ma:1062.77 loss:-0.002502 fps:1390 +frame:9.60e+06 wall_t:6906 t:600000 epi:nan +opt_step:149984 lr:1.003e-05 clip_eps:0.1 entropy:1.059 +2026-01-08 00:38:21 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1074.70 total_reward_ma:1062.93 loss:-0.004409 fps:1390 +frame:9.61e+06 wall_t:6913 t:600625 epi:nan +opt_step:150144 lr:9.77e-06 clip_eps:0.1 entropy:1.021 +2026-01-08 00:38:28 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1077.80 total_reward_ma:1063.09 loss:0.001847 fps:1390 +frame:9.62e+06 wall_t:6921 t:601250 epi:nan +opt_step:150304 lr:9.514e-06 clip_eps:0.1 entropy:1.206 +2026-01-08 00:38:35 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1075.40 total_reward_ma:1063.23 loss:0.0004835 fps:1390 +frame:9.63e+06 wall_t:6928 t:601875 epi:nan +opt_step:150464 lr:9.258e-06 clip_eps:0.1 entropy:1.09 +2026-01-08 00:38:42 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1076.60 total_reward_ma:1063.39 loss:-0.001919 fps:1390 +frame:9.64e+06 wall_t:6935 t:602500 epi:nan +opt_step:150624 lr:9.002e-06 clip_eps:0.1 entropy:1.106 +2026-01-08 00:38:49 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1076.10 total_reward_ma:1063.52 loss:0.002103 fps:1390 +frame:9.65e+06 wall_t:6941 t:603125 epi:nan +opt_step:150752 lr:8.797e-06 clip_eps:0.1 entropy:1.13 +2026-01-08 00:38:56 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1078.90 total_reward_ma:1063.67 loss:0.0005297 fps:1390 +frame:9.66e+06 wall_t:6948 t:603750 epi:nan +opt_step:150912 lr:8.541e-06 clip_eps:0.1 entropy:1.058 +2026-01-08 00:39:03 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1077.10 total_reward_ma:1063.80 loss:-0.002667 fps:1390 +frame:9.67e+06 wall_t:6956 t:604375 epi:nan +opt_step:151072 lr:8.285e-06 clip_eps:0.1 entropy:1.156 +2026-01-08 00:39:10 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1073.10 total_reward_ma:1063.89 loss:0.001081 fps:1390 +frame:9.68e+06 wall_t:6963 t:605000 epi:nan +opt_step:151232 lr:8.029e-06 clip_eps:0.1 entropy:1.138 +2026-01-08 00:39:17 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1077.40 total_reward_ma:1064.00 loss:-0.003158 fps:1390 +frame:9.69e+06 wall_t:6969 t:605625 epi:nan +opt_step:151392 lr:7.773e-06 clip_eps:0.1 entropy:1.156 +2026-01-08 00:39:23 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1076.80 total_reward_ma:1064.07 loss:-0.0001837 fps:1390 +frame:9.70e+06 wall_t:6976 t:606250 epi:nan +opt_step:151552 lr:7.517e-06 clip_eps:0.1 entropy:1.124 +2026-01-08 00:39:30 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1075.30 total_reward_ma:1064.14 loss:-0.003716 fps:1391 +frame:9.71e+06 wall_t:6982 t:606875 epi:nan +opt_step:151712 lr:7.261e-06 clip_eps:0.1 entropy:1.087 +2026-01-08 00:39:37 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1071.40 total_reward_ma:1064.17 loss:-2.913e-05 fps:1391 +frame:9.72e+06 wall_t:6989 t:607500 epi:nan +opt_step:151872 lr:7.005e-06 clip_eps:0.1 entropy:1.102 +2026-01-08 00:39:43 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1067.80 total_reward_ma:1064.19 loss:0.01247 fps:1391 +frame:9.73e+06 wall_t:6996 t:608125 epi:nan +opt_step:152000 lr:6.8e-06 clip_eps:0.1 entropy:1.147 +2026-01-08 00:39:50 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1066.80 total_reward_ma:1064.19 loss:-0.00362 fps:1391 +frame:9.74e+06 wall_t:7003 t:608750 epi:nan +opt_step:152160 lr:6.544e-06 clip_eps:0.1 entropy:1.122 +2026-01-08 00:39:57 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1064.70 total_reward_ma:1064.18 loss:0.002376 fps:1391 +frame:9.75e+06 wall_t:7009 t:609375 epi:nan +opt_step:152320 lr:6.288e-06 clip_eps:0.1 entropy:1.243 +2026-01-08 00:40:04 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1065.50 total_reward_ma:1064.21 loss:0.01005 fps:1391 +frame:9.76e+06 wall_t:7016 t:610000 epi:nan +opt_step:152480 lr:6.032e-06 clip_eps:0.1 entropy:1.109 +2026-01-08 00:40:11 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1064.60 total_reward_ma:1064.23 loss:-0.0007537 fps:1391 +frame:9.77e+06 wall_t:7023 t:610625 epi:nan +opt_step:152640 lr:5.776e-06 clip_eps:0.1 entropy:1.213 +2026-01-08 00:40:17 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1059.90 total_reward_ma:1064.15 loss:0.00414 fps:1391 +frame:9.78e+06 wall_t:7030 t:611250 epi:nan +opt_step:152800 lr:5.52e-06 clip_eps:0.1 entropy:1.248 +2026-01-08 00:40:24 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1057.80 total_reward_ma:1064.08 loss:0.004733 fps:1391 +frame:9.79e+06 wall_t:7037 t:611875 epi:nan +opt_step:152960 lr:5.264e-06 clip_eps:0.1 entropy:1.115 +2026-01-08 00:40:31 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1057.80 total_reward_ma:1064.02 loss:-0.004243 fps:1391 +frame:9.80e+06 wall_t:7044 t:612500 epi:nan +opt_step:153120 lr:5.008e-06 clip_eps:0.1 entropy:1.092 +2026-01-08 00:40:39 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1058.30 total_reward_ma:1063.93 loss:-0.002126 fps:1391 +frame:9.81e+06 wall_t:7051 t:613125 epi:nan +opt_step:153280 lr:4.752e-06 clip_eps:0.1 entropy:1.271 +2026-01-08 00:40:45 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1058.40 total_reward_ma:1063.86 loss:-0.001993 fps:1392 +frame:9.82e+06 wall_t:7057 t:613750 epi:nan +opt_step:153408 lr:4.547e-06 clip_eps:0.1 entropy:1.052 +2026-01-08 00:40:52 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1058.70 total_reward_ma:1063.79 loss:-0.004682 fps:1391 +frame:9.83e+06 wall_t:7065 t:614375 epi:nan +opt_step:153568 lr:4.291e-06 clip_eps:0.1 entropy:1.096 +2026-01-08 00:40:59 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1057.80 total_reward_ma:1063.72 loss:0.00203 fps:1391 +frame:9.84e+06 wall_t:7072 t:615000 epi:nan +opt_step:153728 lr:4.035e-06 clip_eps:0.1 entropy:1.311 +2026-01-08 00:41:06 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1059.40 total_reward_ma:1063.68 loss:6.261e-05 fps:1391 +frame:9.85e+06 wall_t:7079 t:615625 epi:nan +opt_step:153888 lr:3.779e-06 clip_eps:0.1 entropy:1.074 +2026-01-08 00:41:13 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1058.30 total_reward_ma:1063.67 loss:-0.001233 fps:1391 +frame:9.86e+06 wall_t:7086 t:616250 epi:nan +opt_step:154048 lr:3.523e-06 clip_eps:0.1 entropy:1.137 +2026-01-08 00:41:20 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1058.00 total_reward_ma:1063.64 loss:0.0009936 fps:1392 +frame:9.87e+06 wall_t:7093 t:616875 epi:nan +opt_step:154208 lr:3.267e-06 clip_eps:0.1 entropy:1.159 +2026-01-08 00:41:27 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1058.80 total_reward_ma:1063.60 loss:0.001229 fps:1392 +frame:9.88e+06 wall_t:7100 t:617500 epi:nan +opt_step:154368 lr:3.011e-06 clip_eps:0.1 entropy:1.102 +2026-01-08 00:41:34 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1058.60 total_reward_ma:1063.58 loss:-0.0009798 fps:1392 +frame:9.89e+06 wall_t:7107 t:618125 epi:nan +opt_step:154528 lr:2.755e-06 clip_eps:0.1 entropy:1.102 +2026-01-08 00:41:40 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1059.50 total_reward_ma:1063.58 loss:0.003773 fps:1392 +frame:9.90e+06 wall_t:7113 t:618750 epi:nan +opt_step:154656 lr:2.55e-06 clip_eps:0.1 entropy:1.064 +2026-01-08 00:41:47 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1059.60 total_reward_ma:1063.57 loss:0.001684 fps:1392 +frame:9.91e+06 wall_t:7120 t:619375 epi:nan +opt_step:154816 lr:2.294e-06 clip_eps:0.1 entropy:1.232 +2026-01-08 00:41:55 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1063.90 total_reward_ma:1063.61 loss:0.006242 fps:1392 +frame:9.92e+06 wall_t:7127 t:620000 epi:nan +opt_step:154976 lr:2.038e-06 clip_eps:0.1 entropy:1.06 +2026-01-08 00:42:02 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1064.70 total_reward_ma:1063.66 loss:-0.003356 fps:1392 +frame:9.93e+06 wall_t:7135 t:620625 epi:nan +opt_step:155136 lr:1.782e-06 clip_eps:0.1 entropy:1.094 +2026-01-08 00:42:09 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1070.20 total_reward_ma:1063.75 loss:0.006357 fps:1392 +frame:9.94e+06 wall_t:7142 t:621250 epi:nan +opt_step:155296 lr:1.526e-06 clip_eps:0.1 entropy:1.119 +2026-01-08 00:42:16 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1071.30 total_reward_ma:1063.84 loss:-0.0001232 fps:1392 +frame:9.95e+06 wall_t:7148 t:621875 epi:nan +opt_step:155456 lr:1.27e-06 clip_eps:0.1 entropy:1.066 +2026-01-08 00:42:22 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1070.40 total_reward_ma:1063.88 loss:-0.002199 fps:1392 +frame:9.96e+06 wall_t:7155 t:622500 epi:nan +opt_step:155616 lr:1.014e-06 clip_eps:0.1 entropy:1.15 +2026-01-08 00:42:28 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1071.00 total_reward_ma:1063.92 loss:0.01105 fps:1392 +frame:9.97e+06 wall_t:7161 t:623125 epi:nan +opt_step:155776 lr:7.584e-07 clip_eps:0.1 entropy:1.202 +2026-01-08 00:42:35 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1074.90 total_reward_ma:1064.00 loss:0.003645 fps:1392 +frame:9.98e+06 wall_t:7167 t:623750 epi:nan +opt_step:155936 lr:5.024e-07 clip_eps:0.1 entropy:1.021 +2026-01-08 00:42:40 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1075.80 total_reward_ma:1064.07 loss:-0.004999 fps:1393 +frame:9.99e+06 wall_t:7173 t:624375 epi:nan +opt_step:156064 lr:2.976e-07 clip_eps:0.1 entropy:1.099 +2026-01-08 00:42:47 | INFO | PID:3055 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_bankheist_t0_s3 [train] +total_reward:1072.90 total_reward_ma:1064.09 loss:0.004882 fps:1393 +frame:1.00e+07 wall_t:7179 t:625000 epi:nan +opt_step:156224 lr:4.16e-08 clip_eps:0.1 entropy:1.028 +2026-01-08 00:42:48 | INFO | PID:3055 | slm_lab.lib.logger:info | Session 3 done diff --git a/data/ppo_atari_lam85_bankheist_2026_01_07_224300/model/ppo_atari_lam85_bankheist_t0_s0_ckpt-best_net_model.pt b/data/ppo_atari_lam85_bankheist_2026_01_07_224300/model/ppo_atari_lam85_bankheist_t0_s0_ckpt-best_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..539640136c31ce3004849cd3bf3eba0c5847be98 --- /dev/null +++ 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