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b/data/ppo_atari_lam85_assault_2026_01_08_130044/info/ppo_atari_lam85_assault_t0_trial_metrics_scalar.json @@ -0,0 +1,11 @@ +{ + "frame": 10000000.0, + "total_reward_ma": 4293.828125, + "strength": 2543.40380859375, + "max_strength": 4321.919921875, + "final_strength": 4192.4365234375, + "sample_efficiency": 2.4216606675508956e-07, + "training_efficiency": 1.550945671624504e-05, + "stability": 0.9964979290962219, + "consistency": 0.8699348568916321 +} \ No newline at end of file diff --git a/data/ppo_atari_lam85_assault_2026_01_08_130044/log/ppo_atari_lam85_assault_t0.log b/data/ppo_atari_lam85_assault_2026_01_08_130044/log/ppo_atari_lam85_assault_t0.log new file mode 100644 index 0000000000000000000000000000000000000000..6f14698327014450231d693a53783faedabe71d5 --- /dev/null +++ b/data/ppo_atari_lam85_assault_2026_01_08_130044/log/ppo_atari_lam85_assault_t0.log @@ -0,0 +1,5 @@ +2026-01-08 14:54:33 | INFO | PID:1508 | slm_lab.lib.logger:info | trial_metrics: frame:1.00e+07 | total_reward_ma:4293.83 | strength:2543 | max_strength:4322 | final_strength:4192 | sample_efficiency:2.422e-07 | training_efficiency:1.551e-05 | stability:0.9965 | consistency:0.8699 +2026-01-08 14:54:33 | INFO | PID:1508 | slm_lab.lib.logger:info | Trial 0 done +2026-01-08 14:54:33 | INFO | PID:1508 | slm_lab.cli.main:run_spec | Output: data/ppo_atari_lam85_assault_2026_01_08_130044 +2026-01-08 14:54:33 | INFO | PID:1508 | slm_lab.lib.hf:cleanup_models | Cleanup saved 103.1 MB +2026-01-08 14:54:33 | INFO | PID:1508 | slm_lab.lib.hf:upload | Uploading data/ppo_atari_lam85_assault_2026_01_08_130044 to SLM-Lab/benchmark-dev/data/ppo_atari_lam85_assault_2026_01_08_130044... diff --git a/data/ppo_atari_lam85_assault_2026_01_08_130044/log/ppo_atari_lam85_assault_t0_s0.log b/data/ppo_atari_lam85_assault_2026_01_08_130044/log/ppo_atari_lam85_assault_t0_s0.log new file mode 100644 index 0000000000000000000000000000000000000000..2830ae551eb41fcecf6c7f549faaaf07e25f5241 --- /dev/null +++ b/data/ppo_atari_lam85_assault_2026_01_08_130044/log/ppo_atari_lam85_assault_t0_s0.log @@ -0,0 +1,2234 @@ +2026-01-08 13:00:48 | INFO | PID:1647 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-08 13:01:10 | INFO | PID:1647 | 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 +2026-01-08 13:01:10 | INFO | PID:1647 | 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=7, 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=7, bias=True) + ) + (1): Sequential( + (0): Linear(in_features=512, out_features=1, bias=True) + ) + ) + (loss_fn): MSELoss() +) +2026-01-08 13:01:18 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:242.67 total_reward_ma:242.67 loss:-0.02382 fps:370.4 +frame:1.00e+04 wall_t:27 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:1.918 +2026-01-08 13:01:24 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:267.93 total_reward_ma:255.30 loss:-0.02579 fps:606.1 +frame:2.00e+04 wall_t:33 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:1.885 +2026-01-08 13:01:30 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:260.87 total_reward_ma:257.15 loss:-0.01982 fps:769.2 +frame:3.00e+04 wall_t:39 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:1.84 +2026-01-08 13:01:37 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:279.78 total_reward_ma:262.81 loss:-0.02236 fps:851.1 +frame:4.00e+04 wall_t:47 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:1.801 +2026-01-08 13:01:46 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:282.36 total_reward_ma:266.72 loss:-0.01847 fps:909.1 +frame:5.00e+04 wall_t:55 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:1.795 +2026-01-08 13:01:53 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:288.12 total_reward_ma:270.29 loss:-0.02096 fps:967.7 +frame:6.00e+04 wall_t:62 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:1.778 +2026-01-08 13:02:00 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:285.60 total_reward_ma:272.48 loss:-0.02057 fps:1014 +frame:7.00e+04 wall_t:69 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:1.762 +2026-01-08 13:02:07 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:299.46 total_reward_ma:275.85 loss:-0.01906 fps:1039 +frame:8.00e+04 wall_t:77 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:1.742 +2026-01-08 13:02:14 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:306.60 total_reward_ma:279.27 loss:-0.01983 fps:1084 +frame:9.00e+04 wall_t:83 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:1.735 +2026-01-08 13:02:21 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:312.90 total_reward_ma:282.63 loss:-0.01783 fps:1099 +frame:1.00e+05 wall_t:91 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:1.725 +2026-01-08 13:02:29 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:317.94 total_reward_ma:285.84 loss:-0.02466 fps:1122 +frame:1.10e+05 wall_t:98 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:1.711 +2026-01-08 13:02:36 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:329.28 total_reward_ma:289.46 loss:-0.02226 fps:1132 +frame:1.20e+05 wall_t:106 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:1.727 +2026-01-08 13:02:44 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:332.85 total_reward_ma:292.80 loss:-0.02223 fps:1140 +frame:1.30e+05 wall_t:114 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:1.73 +2026-01-08 13:02:52 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:327.39 total_reward_ma:295.27 loss:-0.0236 fps:1148 +frame:1.40e+05 wall_t:122 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:1.738 +2026-01-08 13:03:00 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:328.23 total_reward_ma:297.47 loss:-0.02346 fps:1163 +frame:1.50e+05 wall_t:129 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:1.726 +2026-01-08 13:03:07 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:324.03 total_reward_ma:299.13 loss:-0.0187 fps:1168 +frame:1.60e+05 wall_t:137 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:1.655 +2026-01-08 13:03:15 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:330.12 total_reward_ma:300.95 loss:-0.01863 fps:1181 +frame:1.70e+05 wall_t:144 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:1.625 +2026-01-08 13:03:22 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:334.32 total_reward_ma:302.80 loss:-0.01877 fps:1184 +frame:1.80e+05 wall_t:152 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:1.595 +2026-01-08 13:03:32 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:341.25 total_reward_ma:304.83 loss:-0.01438 fps:1180 +frame:1.90e+05 wall_t:161 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:1.588 +2026-01-08 13:03:40 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:358.68 total_reward_ma:307.52 loss:-0.02521 fps:1183 +frame:2.00e+05 wall_t:169 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:1.628 +2026-01-08 13:03:48 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:367.71 total_reward_ma:310.39 loss:-0.02687 fps:1186 +frame:2.10e+05 wall_t:177 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:1.603 +2026-01-08 13:03:56 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:374.22 total_reward_ma:313.29 loss:-0.01731 fps:1189 +frame:2.20e+05 wall_t:185 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:1.551 +2026-01-08 13:04:04 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:383.46 total_reward_ma:316.34 loss:-0.02108 fps:1192 +frame:2.30e+05 wall_t:193 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:1.572 +2026-01-08 13:04:12 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:382.41 total_reward_ma:319.09 loss:-0.01868 fps:1194 +frame:2.40e+05 wall_t:201 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:1.533 +2026-01-08 13:04:20 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:383.67 total_reward_ma:321.67 loss:-0.02084 fps:1196 +frame:2.50e+05 wall_t:209 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:1.494 +2026-01-08 13:04:27 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:392.07 total_reward_ma:324.38 loss:-0.02071 fps:1204 +frame:2.60e+05 wall_t:216 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:1.453 +2026-01-08 13:04:35 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:396.48 total_reward_ma:327.05 loss:-0.01248 fps:1205 +frame:2.70e+05 wall_t:224 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:1.392 +2026-01-08 13:04:42 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:406.45 total_reward_ma:329.89 loss:-0.01462 fps:1207 +frame:2.80e+05 wall_t:232 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:1.401 +2026-01-08 13:04:51 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:421.99 total_reward_ma:333.06 loss:-0.01577 fps:1208 +frame:2.90e+05 wall_t:240 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:1.395 +2026-01-08 13:04:58 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:440.26 total_reward_ma:336.64 loss:-0.01547 fps:1210 +frame:3.00e+05 wall_t:248 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:1.341 +2026-01-08 13:05:06 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:454.96 total_reward_ma:340.45 loss:-0.01748 fps:1216 +frame:3.10e+05 wall_t:255 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:1.438 +2026-01-08 13:05:13 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:472.39 total_reward_ma:344.58 loss:-0.01396 fps:1217 +frame:3.20e+05 wall_t:263 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:1.401 +2026-01-08 13:05:22 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:480.79 total_reward_ma:348.70 loss:-0.01582 fps:1218 +frame:3.30e+05 wall_t:271 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:1.359 +2026-01-08 13:05:28 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:490.76 total_reward_ma:352.88 loss:-0.007681 fps:1223 +frame:3.40e+05 wall_t:278 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:1.331 +2026-01-08 13:05:35 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:490.66 total_reward_ma:356.82 loss:-0.01802 fps:1232 +frame:3.50e+05 wall_t:284 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:1.364 +2026-01-08 13:05:43 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:484.76 total_reward_ma:360.37 loss:-0.01081 fps:1233 +frame:3.60e+05 wall_t:292 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:1.358 +2026-01-08 13:05:50 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:487.17 total_reward_ma:363.80 loss:-0.01537 fps:1233 +frame:3.70e+05 wall_t:300 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:1.373 +2026-01-08 13:05:58 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:490.95 total_reward_ma:367.15 loss:-0.01001 fps:1238 +frame:3.80e+05 wall_t:307 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:1.174 +2026-01-08 13:06:05 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:486.33 total_reward_ma:370.20 loss:-0.01278 fps:1238 +frame:3.90e+05 wall_t:315 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:1.256 +2026-01-08 13:06:13 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:501.13 total_reward_ma:373.48 loss:-0.01444 fps:1242 +frame:4.00e+05 wall_t:322 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:1.264 +2026-01-08 13:06:21 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:515.41 total_reward_ma:376.94 loss:-0.0008052 fps:1242 +frame:4.10e+05 wall_t:330 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:1.202 +2026-01-08 13:06:29 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:530.73 total_reward_ma:380.60 loss:-0.001035 fps:1243 +frame:4.20e+05 wall_t:338 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:1.202 +2026-01-08 13:06:36 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:546.81 total_reward_ma:384.46 loss:-0.004017 fps:1246 +frame:4.30e+05 wall_t:345 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:1.176 +2026-01-08 13:06:44 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:569.60 total_reward_ma:388.67 loss:-0.007743 fps:1246 +frame:4.40e+05 wall_t:353 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:1.215 +2026-01-08 13:06:51 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:573.89 total_reward_ma:392.79 loss:-0.01331 fps:1250 +frame:4.50e+05 wall_t:360 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:1.168 +2026-01-08 13:06:58 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:582.18 total_reward_ma:396.90 loss:-0.007869 fps:1250 +frame:4.60e+05 wall_t:368 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:1.184 +2026-01-08 13:07:05 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:585.86 total_reward_ma:400.93 loss:-0.01601 fps:1253 +frame:4.70e+05 wall_t:375 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:1.15 +2026-01-08 13:07:13 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:598.55 total_reward_ma:405.04 loss:-0.007311 fps:1253 +frame:4.80e+05 wall_t:383 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:1.159 +2026-01-08 13:07:21 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:611.97 total_reward_ma:409.27 loss:-0.002347 fps:1256 +frame:4.90e+05 wall_t:390 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:1.16 +2026-01-08 13:07:28 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:621.09 total_reward_ma:413.50 loss:-0.004849 fps:1259 +frame:5.00e+05 wall_t:397 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:1.211 +2026-01-08 13:07:36 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:630.53 total_reward_ma:417.76 loss:-0.007948 fps:1259 +frame:5.10e+05 wall_t:405 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:1.168 +2026-01-08 13:07:42 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:641.62 total_reward_ma:422.06 loss:-0.007042 fps:1262 +frame:5.20e+05 wall_t:412 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:1.17 +2026-01-08 13:07:50 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:659.45 total_reward_ma:426.54 loss:-0.002414 fps:1265 +frame:5.30e+05 wall_t:419 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:1.107 +2026-01-08 13:07:57 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:673.39 total_reward_ma:431.11 loss:-0.01113 fps:1265 +frame:5.40e+05 wall_t:427 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:1.037 +2026-01-08 13:08:05 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:695.92 total_reward_ma:435.93 loss:0.003384 fps:1264 +frame:5.50e+05 wall_t:435 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:1.034 +2026-01-08 13:08:13 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:714.59 total_reward_ma:440.90 loss:-0.01107 fps:1264 +frame:5.60e+05 wall_t:443 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:1.111 +2026-01-08 13:08:21 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:725.60 total_reward_ma:445.90 loss:-0.001674 fps:1267 +frame:5.70e+05 wall_t:450 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:1.068 +2026-01-08 13:08:28 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:748.56 total_reward_ma:451.12 loss:0.01218 fps:1266 +frame:5.80e+05 wall_t:458 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:1.075 +2026-01-08 13:08:35 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:779.19 total_reward_ma:456.68 loss:0.007301 fps:1269 +frame:5.90e+05 wall_t:465 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:1.041 +2026-01-08 13:08:43 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:794.19 total_reward_ma:462.30 loss:0.02375 fps:1271 +frame:6.00e+05 wall_t:472 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:1.035 +2026-01-08 13:08:50 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:815.47 total_reward_ma:468.09 loss:-0.002748 fps:1271 +frame:6.10e+05 wall_t:480 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:0.9774 +2026-01-08 13:08:58 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:838.23 total_reward_ma:474.06 loss:0.01454 fps:1270 +frame:6.20e+05 wall_t:488 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:0.9684 +2026-01-08 13:09:06 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:855.41 total_reward_ma:480.11 loss:0.01363 fps:1273 +frame:6.30e+05 wall_t:495 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:1.04 +2026-01-08 13:09:13 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:869.77 total_reward_ma:486.20 loss:-0.001409 fps:1275 +frame:6.40e+05 wall_t:502 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:0.9257 +2026-01-08 13:09:21 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:894.74 total_reward_ma:492.49 loss:0.005468 fps:1275 +frame:6.50e+05 wall_t:510 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:0.9962 +2026-01-08 13:09:28 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:902.94 total_reward_ma:498.71 loss:0.006142 fps:1274 +frame:6.60e+05 wall_t:518 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:0.8888 +2026-01-08 13:09:36 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:913.85 total_reward_ma:504.90 loss:-0.001333 fps:1276 +frame:6.70e+05 wall_t:525 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:0.9161 +2026-01-08 13:09:43 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:928.35 total_reward_ma:511.13 loss:0.006337 fps:1278 +frame:6.80e+05 wall_t:532 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:0.9448 +2026-01-08 13:09:50 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:948.73 total_reward_ma:517.47 loss:0.004556 fps:1280 +frame:6.90e+05 wall_t:539 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:0.9186 +2026-01-08 13:09:59 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:951.33 total_reward_ma:523.67 loss:0.01818 fps:1277 +frame:7.00e+05 wall_t:548 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:0.8866 +2026-01-08 13:10:06 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:960.95 total_reward_ma:529.83 loss:0.006044 fps:1279 +frame:7.10e+05 wall_t:555 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:0.9093 +2026-01-08 13:10:13 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:973.23 total_reward_ma:535.99 loss:0.002441 fps:1281 +frame:7.20e+05 wall_t:562 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:0.9447 +2026-01-08 13:10:20 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:995.86 total_reward_ma:542.29 loss:0.01733 fps:1283 +frame:7.30e+05 wall_t:569 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:0.838 +2026-01-08 13:10:28 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1009.82 total_reward_ma:548.61 loss:0.00356 fps:1282 +frame:7.40e+05 wall_t:577 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:0.851 +2026-01-08 13:10:35 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1016.95 total_reward_ma:554.85 loss:0.004577 fps:1284 +frame:7.50e+05 wall_t:584 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:0.8934 +2026-01-08 13:10:42 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1028.71 total_reward_ma:561.09 loss:0.0182 fps:1286 +frame:7.60e+05 wall_t:591 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:0.9163 +2026-01-08 13:10:49 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1101.55 total_reward_ma:568.10 loss:0.0003911 fps:1288 +frame:7.70e+05 wall_t:598 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:0.8836 +2026-01-08 13:10:56 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1103.00 total_reward_ma:574.96 loss:0.003481 fps:1287 +frame:7.80e+05 wall_t:606 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:0.8399 +2026-01-08 13:11:03 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1132.53 total_reward_ma:582.02 loss:0.01995 fps:1289 +frame:7.90e+05 wall_t:613 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:0.9093 +2026-01-08 13:11:10 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1163.23 total_reward_ma:589.28 loss:0.01554 fps:1292 +frame:8.00e+05 wall_t:619 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:0.8682 +2026-01-08 13:11:17 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1195.50 total_reward_ma:596.77 loss:0.01149 fps:1294 +frame:8.10e+05 wall_t:626 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:0.7984 +2026-01-08 13:11:24 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1208.91 total_reward_ma:604.23 loss:0.01572 fps:1295 +frame:8.20e+05 wall_t:633 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:0.77 +2026-01-08 13:11:31 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1225.66 total_reward_ma:611.72 loss:0.00434 fps:1295 +frame:8.30e+05 wall_t:641 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:0.8526 +2026-01-08 13:11:39 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1259.66 total_reward_ma:619.43 loss:0.02882 fps:1296 +frame:8.40e+05 wall_t:648 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:0.8562 +2026-01-08 13:11:46 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1326.19 total_reward_ma:627.75 loss:0.02012 fps:1296 +frame:8.50e+05 wall_t:656 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:0.7269 +2026-01-08 13:11:53 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1362.15 total_reward_ma:636.29 loss:8.616e-05 fps:1299 +frame:8.60e+05 wall_t:662 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:0.7768 +2026-01-08 13:12:00 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1376.10 total_reward_ma:644.79 loss:0.011 fps:1299 +frame:8.70e+05 wall_t:670 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:0.7937 +2026-01-08 13:12:08 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1390.38 total_reward_ma:653.27 loss:0.0155 fps:1300 +frame:8.80e+05 wall_t:677 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:0.7981 +2026-01-08 13:12:15 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1441.70 total_reward_ma:662.12 loss:0.02867 fps:1299 +frame:8.90e+05 wall_t:685 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:0.7974 +2026-01-08 13:12:23 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1443.80 total_reward_ma:670.81 loss:0.01022 fps:1301 +frame:9.00e+05 wall_t:692 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:0.7493 +2026-01-08 13:12:31 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1497.73 total_reward_ma:679.90 loss:0.009798 fps:1300 +frame:9.10e+05 wall_t:700 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:0.7758 +2026-01-08 13:12:38 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1530.12 total_reward_ma:689.14 loss:0.001064 fps:1299 +frame:9.20e+05 wall_t:708 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:0.7613 +2026-01-08 13:12:45 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1574.16 total_reward_ma:698.65 loss:0.03691 fps:1301 +frame:9.30e+05 wall_t:715 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:0.7571 +2026-01-08 13:12:52 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1575.79 total_reward_ma:707.99 loss:0.04174 fps:1304 +frame:9.40e+05 wall_t:721 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:0.7606 +2026-01-08 13:12:59 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1571.17 total_reward_ma:717.07 loss:0.02809 fps:1303 +frame:9.50e+05 wall_t:729 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:0.7728 +2026-01-08 13:13:07 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1584.00 total_reward_ma:726.10 loss:0.005399 fps:1304 +frame:9.60e+05 wall_t:736 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:0.7511 +2026-01-08 13:13:14 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1583.96 total_reward_ma:734.95 loss:0.01053 fps:1306 +frame:9.70e+05 wall_t:743 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:0.7887 +2026-01-08 13:13:21 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1579.36 total_reward_ma:743.56 loss:0.02479 fps:1305 +frame:9.80e+05 wall_t:751 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:0.7577 +2026-01-08 13:13:29 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1591.22 total_reward_ma:752.12 loss:0.002236 fps:1306 +frame:9.90e+05 wall_t:758 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:0.8109 +2026-01-08 13:13:37 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1604.81 total_reward_ma:760.65 loss:0.01808 fps:1305 +frame:1.00e+06 wall_t:766 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:0.8423 +2026-01-08 13:13:44 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1606.38 total_reward_ma:774.29 loss:0.008547 fps:1307 +frame:1.01e+06 wall_t:773 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:0.775 +2026-01-08 13:13:51 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1605.95 total_reward_ma:787.67 loss:0.00561 fps:1308 +frame:1.02e+06 wall_t:780 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:0.7876 +2026-01-08 13:13:58 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1620.76 total_reward_ma:801.27 loss:0.01466 fps:1309 +frame:1.03e+06 wall_t:787 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:0.799 +2026-01-08 13:14:06 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1651.60 total_reward_ma:814.99 loss:0.02879 fps:1307 +frame:1.04e+06 wall_t:796 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:0.717 +2026-01-08 13:14:14 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1635.62 total_reward_ma:828.52 loss:0.01334 fps:1308 +frame:1.05e+06 wall_t:803 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:0.7766 +2026-01-08 13:14:21 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1618.59 total_reward_ma:841.82 loss:0.02974 fps:1307 +frame:1.06e+06 wall_t:811 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:0.712 +2026-01-08 13:14:29 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1630.04 total_reward_ma:855.27 loss:0.003989 fps:1306 +frame:1.07e+06 wall_t:819 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:0.7366 +2026-01-08 13:14:37 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1635.84 total_reward_ma:868.63 loss:0.02218 fps:1306 +frame:1.08e+06 wall_t:827 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:0.7376 +2026-01-08 13:14:45 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1657.59 total_reward_ma:882.14 loss:0.0117 fps:1307 +frame:1.09e+06 wall_t:834 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:0.7484 +2026-01-08 13:14:52 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1641.58 total_reward_ma:895.43 loss:0.03533 fps:1308 +frame:1.10e+06 wall_t:841 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:0.7505 +2026-01-08 13:14:59 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1660.50 total_reward_ma:908.85 loss:0.0197 fps:1309 +frame:1.11e+06 wall_t:848 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:0.756 +2026-01-08 13:15:07 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1659.86 total_reward_ma:922.16 loss:0.02749 fps:1308 +frame:1.12e+06 wall_t:856 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:0.7871 +2026-01-08 13:15:15 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1655.07 total_reward_ma:935.38 loss:0.01672 fps:1308 +frame:1.13e+06 wall_t:864 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:0.7394 +2026-01-08 13:15:22 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1624.12 total_reward_ma:948.35 loss:0.01285 fps:1309 +frame:1.14e+06 wall_t:871 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:0.7684 +2026-01-08 13:15:30 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1626.54 total_reward_ma:961.33 loss:0.02427 fps:1307 +frame:1.15e+06 wall_t:880 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:0.8317 +2026-01-08 13:15:38 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1643.05 total_reward_ma:974.52 loss:0.01606 fps:1306 +frame:1.16e+06 wall_t:888 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:0.7541 +2026-01-08 13:15:47 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1657.98 total_reward_ma:987.80 loss:0.01833 fps:1306 +frame:1.17e+06 wall_t:896 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:0.7539 +2026-01-08 13:15:54 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1681.81 total_reward_ma:1001.28 loss:0.03607 fps:1307 +frame:1.18e+06 wall_t:903 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:0.7772 +2026-01-08 13:16:01 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1692.02 total_reward_ma:1014.78 loss:0.007757 fps:1306 +frame:1.19e+06 wall_t:911 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:0.7504 +2026-01-08 13:16:07 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1700.52 total_reward_ma:1028.20 loss:0.01238 fps:1309 +frame:1.20e+06 wall_t:917 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:0.795 +2026-01-08 13:16:16 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1717.26 total_reward_ma:1041.70 loss:0.02944 fps:1308 +frame:1.21e+06 wall_t:925 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:0.7919 +2026-01-08 13:16:24 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1734.71 total_reward_ma:1055.30 loss:0.0008807 fps:1308 +frame:1.22e+06 wall_t:933 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:0.8414 +2026-01-08 13:16:31 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1720.12 total_reward_ma:1068.67 loss:0.02393 fps:1309 +frame:1.23e+06 wall_t:940 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:0.8206 +2026-01-08 13:16:38 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1745.97 total_reward_ma:1082.30 loss:0.02581 fps:1309 +frame:1.24e+06 wall_t:947 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:0.7753 +2026-01-08 13:16:46 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1724.54 total_reward_ma:1095.71 loss:-0.002195 fps:1309 +frame:1.25e+06 wall_t:955 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:0.8083 +2026-01-08 13:16:53 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1727.03 total_reward_ma:1109.06 loss:0.02742 fps:1310 +frame:1.26e+06 wall_t:962 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:0.6933 +2026-01-08 13:17:00 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1704.99 total_reward_ma:1122.15 loss:0.02453 fps:1309 +frame:1.27e+06 wall_t:970 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:0.7325 +2026-01-08 13:17:08 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1687.65 total_reward_ma:1134.96 loss:0.01234 fps:1310 +frame:1.28e+06 wall_t:977 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:0.7425 +2026-01-08 13:17:15 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1684.70 total_reward_ma:1147.59 loss:0.01857 fps:1311 +frame:1.29e+06 wall_t:984 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:0.7516 +2026-01-08 13:17:22 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1707.27 total_reward_ma:1160.26 loss:0.01897 fps:1310 +frame:1.30e+06 wall_t:992 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:0.7109 +2026-01-08 13:17:31 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1718.50 total_reward_ma:1172.89 loss:-0.0006282 fps:1310 +frame:1.31e+06 wall_t:1000 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:0.7222 +2026-01-08 13:17:38 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1751.15 total_reward_ma:1185.68 loss:0.003333 fps:1311 +frame:1.32e+06 wall_t:1007 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:0.8105 +2026-01-08 13:17:46 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1800.70 total_reward_ma:1198.88 loss:-0.009134 fps:1309 +frame:1.33e+06 wall_t:1016 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:0.7649 +2026-01-08 13:17:53 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1843.02 total_reward_ma:1212.40 loss:0.03803 fps:1310 +frame:1.34e+06 wall_t:1023 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:0.6701 +2026-01-08 13:18:01 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1862.84 total_reward_ma:1226.12 loss:0.02238 fps:1311 +frame:1.35e+06 wall_t:1030 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:0.726 +2026-01-08 13:18:08 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1860.99 total_reward_ma:1239.89 loss:0.04608 fps:1311 +frame:1.36e+06 wall_t:1037 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:0.6481 +2026-01-08 13:18:15 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1843.12 total_reward_ma:1253.45 loss:0.008028 fps:1312 +frame:1.37e+06 wall_t:1044 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:0.689 +2026-01-08 13:18:23 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1826.76 total_reward_ma:1266.80 loss:0.01585 fps:1312 +frame:1.38e+06 wall_t:1052 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:0.743 +2026-01-08 13:18:30 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1833.89 total_reward_ma:1280.28 loss:0.01154 fps:1313 +frame:1.39e+06 wall_t:1059 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:0.7357 +2026-01-08 13:18:39 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1797.66 total_reward_ma:1293.24 loss:0.02702 fps:1311 +frame:1.40e+06 wall_t:1068 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:0.7506 +2026-01-08 13:18:48 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1808.60 total_reward_ma:1306.18 loss:0.01871 fps:1309 +frame:1.41e+06 wall_t:1077 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:0.773 +2026-01-08 13:18:55 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1853.49 total_reward_ma:1319.40 loss:0.01379 fps:1309 +frame:1.42e+06 wall_t:1085 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:0.7478 +2026-01-08 13:19:03 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1883.07 total_reward_ma:1332.77 loss:0.008522 fps:1310 +frame:1.43e+06 wall_t:1092 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:0.7048 +2026-01-08 13:19:10 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1887.80 total_reward_ma:1345.95 loss:0.03663 fps:1309 +frame:1.44e+06 wall_t:1100 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:0.6935 +2026-01-08 13:19:18 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1881.76 total_reward_ma:1359.03 loss:0.01293 fps:1310 +frame:1.45e+06 wall_t:1107 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:0.7494 +2026-01-08 13:19:26 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1933.10 total_reward_ma:1372.54 loss:0.07298 fps:1309 +frame:1.46e+06 wall_t:1115 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:0.7601 +2026-01-08 13:19:34 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1963.21 total_reward_ma:1386.31 loss:0.003848 fps:1309 +frame:1.47e+06 wall_t:1123 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:0.6684 +2026-01-08 13:19:42 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1963.85 total_reward_ma:1399.96 loss:0.007449 fps:1309 +frame:1.48e+06 wall_t:1131 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:0.6892 +2026-01-08 13:19:49 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1988.12 total_reward_ma:1413.72 loss:0.03401 fps:1309 +frame:1.49e+06 wall_t:1138 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:0.6896 +2026-01-08 13:19:56 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2016.28 total_reward_ma:1427.68 loss:0.001648 fps:1309 +frame:1.50e+06 wall_t:1146 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:0.6816 +2026-01-08 13:20:04 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2055.60 total_reward_ma:1441.93 loss:0.01899 fps:1310 +frame:1.51e+06 wall_t:1153 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:0.6964 +2026-01-08 13:20:12 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2005.65 total_reward_ma:1455.57 loss:0.03123 fps:1309 +frame:1.52e+06 wall_t:1161 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:0.6755 +2026-01-08 13:20:20 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1974.29 total_reward_ma:1468.72 loss:0.0119 fps:1309 +frame:1.53e+06 wall_t:1169 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:0.7297 +2026-01-08 13:20:27 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1967.99 total_reward_ma:1481.66 loss:0.03314 fps:1310 +frame:1.54e+06 wall_t:1176 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:0.6682 +2026-01-08 13:20:34 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1953.48 total_reward_ma:1494.24 loss:0.01161 fps:1309 +frame:1.55e+06 wall_t:1184 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:0.6328 +2026-01-08 13:20:41 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1946.53 total_reward_ma:1506.56 loss:0.03194 fps:1310 +frame:1.56e+06 wall_t:1191 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:0.6447 +2026-01-08 13:20:49 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1957.56 total_reward_ma:1518.88 loss:0.03246 fps:1311 +frame:1.57e+06 wall_t:1198 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:0.6292 +2026-01-08 13:20:56 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1975.68 total_reward_ma:1531.15 loss:0.01774 fps:1310 +frame:1.58e+06 wall_t:1206 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:0.6307 +2026-01-08 13:21:04 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2006.01 total_reward_ma:1543.42 loss:0.02148 fps:1311 +frame:1.59e+06 wall_t:1213 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:0.6752 +2026-01-08 13:21:12 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1987.20 total_reward_ma:1555.35 loss:0.01238 fps:1310 +frame:1.60e+06 wall_t:1221 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:0.7125 +2026-01-08 13:21:19 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1977.68 total_reward_ma:1566.97 loss:0.01662 fps:1311 +frame:1.61e+06 wall_t:1228 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:0.7094 +2026-01-08 13:21:27 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1964.14 total_reward_ma:1578.23 loss:0.038 fps:1311 +frame:1.62e+06 wall_t:1236 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:0.6182 +2026-01-08 13:21:34 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1952.05 total_reward_ma:1589.19 loss:0.05088 fps:1311 +frame:1.63e+06 wall_t:1243 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:0.7091 +2026-01-08 13:21:41 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1930.41 total_reward_ma:1599.80 loss:0.01911 fps:1312 +frame:1.64e+06 wall_t:1250 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:0.6535 +2026-01-08 13:21:48 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1882.66 total_reward_ma:1609.68 loss:0.004036 fps:1312 +frame:1.65e+06 wall_t:1258 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:0.6407 +2026-01-08 13:21:56 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1844.14 total_reward_ma:1619.09 loss:0.01805 fps:1311 +frame:1.66e+06 wall_t:1266 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:0.5882 +2026-01-08 13:22:04 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1847.07 total_reward_ma:1628.42 loss:0.007519 fps:1312 +frame:1.67e+06 wall_t:1273 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:0.5847 +2026-01-08 13:22:11 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1838.78 total_reward_ma:1637.53 loss:0.01628 fps:1312 +frame:1.68e+06 wall_t:1280 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:0.6175 +2026-01-08 13:22:18 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1842.15 total_reward_ma:1646.46 loss:0.0427 fps:1312 +frame:1.69e+06 wall_t:1288 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:0.6117 +2026-01-08 13:22:25 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1848.46 total_reward_ma:1655.43 loss:0.03196 fps:1313 +frame:1.70e+06 wall_t:1295 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:0.5878 +2026-01-08 13:22:32 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1851.97 total_reward_ma:1664.34 loss:0.02178 fps:1314 +frame:1.71e+06 wall_t:1301 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:0.5858 +2026-01-08 13:22:39 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1830.16 total_reward_ma:1672.91 loss:0.01414 fps:1315 +frame:1.72e+06 wall_t:1308 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:0.7044 +2026-01-08 13:22:47 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1842.85 total_reward_ma:1681.38 loss:0.03731 fps:1315 +frame:1.73e+06 wall_t:1316 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:0.6227 +2026-01-08 13:22:55 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1876.65 total_reward_ma:1690.05 loss:0.01353 fps:1314 +frame:1.74e+06 wall_t:1324 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:0.6318 +2026-01-08 13:23:02 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1861.10 total_reward_ma:1698.49 loss:0.01952 fps:1315 +frame:1.75e+06 wall_t:1331 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:0.6452 +2026-01-08 13:23:09 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1827.54 total_reward_ma:1706.48 loss:0.01785 fps:1315 +frame:1.76e+06 wall_t:1338 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:0.6907 +2026-01-08 13:23:17 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1819.15 total_reward_ma:1713.66 loss:0.02152 fps:1315 +frame:1.77e+06 wall_t:1346 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:0.6801 +2026-01-08 13:23:25 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1832.31 total_reward_ma:1720.95 loss:0.05673 fps:1315 +frame:1.78e+06 wall_t:1354 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:0.6938 +2026-01-08 13:23:32 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1826.65 total_reward_ma:1727.89 loss:0.01365 fps:1315 +frame:1.79e+06 wall_t:1361 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:0.7092 +2026-01-08 13:23:38 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1828.44 total_reward_ma:1734.54 loss:0.04476 fps:1316 +frame:1.80e+06 wall_t:1368 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:0.6661 +2026-01-08 13:23:45 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1841.57 total_reward_ma:1741.00 loss:0.02776 fps:1316 +frame:1.81e+06 wall_t:1375 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:0.7001 +2026-01-08 13:23:53 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1864.96 total_reward_ma:1747.56 loss:0.006989 fps:1317 +frame:1.82e+06 wall_t:1382 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:0.6822 +2026-01-08 13:24:00 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1902.65 total_reward_ma:1754.33 loss:0.03205 fps:1317 +frame:1.83e+06 wall_t:1390 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:0.6779 +2026-01-08 13:24:08 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1902.87 total_reward_ma:1760.77 loss:0.03203 fps:1317 +frame:1.84e+06 wall_t:1397 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:0.6398 +2026-01-08 13:24:15 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1909.99 total_reward_ma:1766.60 loss:0.05726 fps:1317 +frame:1.85e+06 wall_t:1405 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:0.6684 +2026-01-08 13:24:23 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1912.29 total_reward_ma:1772.11 loss:0.0584 fps:1317 +frame:1.86e+06 wall_t:1412 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:0.6218 +2026-01-08 13:24:31 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1877.89 total_reward_ma:1777.12 loss:0.05907 fps:1317 +frame:1.87e+06 wall_t:1420 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:0.5924 +2026-01-08 13:24:38 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1874.19 total_reward_ma:1781.96 loss:0.04136 fps:1317 +frame:1.88e+06 wall_t:1427 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:0.6762 +2026-01-08 13:24:45 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1844.99 total_reward_ma:1785.99 loss:0.04203 fps:1318 +frame:1.89e+06 wall_t:1434 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:0.6423 +2026-01-08 13:24:54 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1865.14 total_reward_ma:1790.21 loss:0.003683 fps:1317 +frame:1.90e+06 wall_t:1443 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:0.6479 +2026-01-08 13:25:01 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1838.61 total_reward_ma:1793.62 loss:0.01609 fps:1317 +frame:1.91e+06 wall_t:1450 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:0.6231 +2026-01-08 13:25:08 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1854.78 total_reward_ma:1796.86 loss:-0.008011 fps:1317 +frame:1.92e+06 wall_t:1458 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:0.6261 +2026-01-08 13:25:17 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1904.57 total_reward_ma:1800.17 loss:0.02943 fps:1316 +frame:1.93e+06 wall_t:1467 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:0.6841 +2026-01-08 13:25:26 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1903.16 total_reward_ma:1803.44 loss:0.03047 fps:1315 +frame:1.94e+06 wall_t:1475 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:0.6689 +2026-01-08 13:25:33 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1920.47 total_reward_ma:1806.93 loss:0.0203 fps:1316 +frame:1.95e+06 wall_t:1482 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:0.6509 +2026-01-08 13:25:40 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1962.68 total_reward_ma:1810.72 loss:0.02269 fps:1315 +frame:1.96e+06 wall_t:1490 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:0.6736 +2026-01-08 13:25:47 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1947.43 total_reward_ma:1814.36 loss:0.02172 fps:1317 +frame:1.97e+06 wall_t:1496 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:0.7251 +2026-01-08 13:25:54 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1969.89 total_reward_ma:1818.26 loss:0.01827 fps:1317 +frame:1.98e+06 wall_t:1503 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:0.7005 +2026-01-08 13:26:01 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1947.76 total_reward_ma:1821.83 loss:0.03631 fps:1317 +frame:1.99e+06 wall_t:1511 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:0.7259 +2026-01-08 13:26:08 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1913.66 total_reward_ma:1824.91 loss:0.02441 fps:1318 +frame:2.00e+06 wall_t:1518 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:0.6991 +2026-01-08 13:26:16 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1937.91 total_reward_ma:1828.23 loss:0.03254 fps:1318 +frame:2.01e+06 wall_t:1525 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:0.7657 +2026-01-08 13:26:23 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1944.58 total_reward_ma:1831.62 loss:0.01168 fps:1318 +frame:2.02e+06 wall_t:1533 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:0.6751 +2026-01-08 13:26:31 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1937.64 total_reward_ma:1834.79 loss:0.05141 fps:1318 +frame:2.03e+06 wall_t:1540 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:0.7038 +2026-01-08 13:26:40 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1906.86 total_reward_ma:1837.34 loss:0.0009713 fps:1317 +frame:2.04e+06 wall_t:1549 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:0.6328 +2026-01-08 13:26:46 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1963.01 total_reward_ma:1840.61 loss:0.0443 fps:1317 +frame:2.05e+06 wall_t:1556 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:0.6412 +2026-01-08 13:26:53 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1968.46 total_reward_ma:1844.11 loss:0.04082 fps:1318 +frame:2.06e+06 wall_t:1563 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:0.6592 +2026-01-08 13:27:02 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1947.58 total_reward_ma:1847.29 loss:0.01694 fps:1318 +frame:2.07e+06 wall_t:1571 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:0.6704 +2026-01-08 13:27:09 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1988.07 total_reward_ma:1850.81 loss:0.05851 fps:1318 +frame:2.08e+06 wall_t:1578 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:0.5781 +2026-01-08 13:27:16 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1973.29 total_reward_ma:1853.96 loss:0.02729 fps:1319 +frame:2.09e+06 wall_t:1585 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:0.5996 +2026-01-08 13:27:23 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1990.90 total_reward_ma:1857.46 loss:0.02701 fps:1319 +frame:2.10e+06 wall_t:1592 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:0.5864 +2026-01-08 13:27:30 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1951.29 total_reward_ma:1860.37 loss:0.04733 fps:1320 +frame:2.11e+06 wall_t:1599 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:0.606 +2026-01-08 13:27:37 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1951.18 total_reward_ma:1863.28 loss:0.03698 fps:1319 +frame:2.12e+06 wall_t:1607 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:0.7006 +2026-01-08 13:27:45 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1970.09 total_reward_ma:1866.43 loss:0.03487 fps:1320 +frame:2.13e+06 wall_t:1614 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:0.6251 +2026-01-08 13:27:52 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1930.21 total_reward_ma:1869.49 loss:0.01572 fps:1320 +frame:2.14e+06 wall_t:1621 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:0.629 +2026-01-08 13:27:59 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1949.94 total_reward_ma:1872.72 loss:0.02078 fps:1321 +frame:2.15e+06 wall_t:1628 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:0.6368 +2026-01-08 13:28:08 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1971.02 total_reward_ma:1876.00 loss:0.0275 fps:1319 +frame:2.16e+06 wall_t:1637 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:0.6536 +2026-01-08 13:28:16 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1984.55 total_reward_ma:1879.27 loss:0.01111 fps:1319 +frame:2.17e+06 wall_t:1645 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:0.6703 +2026-01-08 13:28:23 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1989.58 total_reward_ma:1882.35 loss:0.02515 fps:1320 +frame:2.18e+06 wall_t:1652 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:0.605 +2026-01-08 13:28:30 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2001.56 total_reward_ma:1885.44 loss:0.01752 fps:1319 +frame:2.19e+06 wall_t:1660 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:0.6615 +2026-01-08 13:28:38 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:1990.60 total_reward_ma:1888.34 loss:0.02426 fps:1320 +frame:2.20e+06 wall_t:1667 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:0.6089 +2026-01-08 13:28:46 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2034.06 total_reward_ma:1891.51 loss:0.02477 fps:1319 +frame:2.21e+06 wall_t:1675 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:0.6468 +2026-01-08 13:28:53 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2039.11 total_reward_ma:1894.56 loss:0.01177 fps:1319 +frame:2.22e+06 wall_t:1683 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:0.7241 +2026-01-08 13:29:01 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2047.63 total_reward_ma:1897.83 loss:0.02818 fps:1320 +frame:2.23e+06 wall_t:1690 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:0.7053 +2026-01-08 13:29:09 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2119.54 total_reward_ma:1901.57 loss:0.02431 fps:1319 +frame:2.24e+06 wall_t:1698 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:0.6071 +2026-01-08 13:29:16 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2127.19 total_reward_ma:1905.59 loss:0.009448 fps:1320 +frame:2.25e+06 wall_t:1705 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:0.6639 +2026-01-08 13:29:23 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2126.47 total_reward_ma:1909.59 loss:0.008373 fps:1320 +frame:2.26e+06 wall_t:1712 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:0.6404 +2026-01-08 13:29:31 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2157.75 total_reward_ma:1914.12 loss:0.04459 fps:1320 +frame:2.27e+06 wall_t:1720 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:0.6653 +2026-01-08 13:29:39 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2191.00 total_reward_ma:1919.15 loss:0.03859 fps:1319 +frame:2.28e+06 wall_t:1729 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:0.7045 +2026-01-08 13:29:47 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2211.47 total_reward_ma:1924.42 loss:0.01869 fps:1319 +frame:2.29e+06 wall_t:1736 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:0.6913 +2026-01-08 13:29:55 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2220.48 total_reward_ma:1929.55 loss:0.03698 fps:1319 +frame:2.30e+06 wall_t:1744 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:0.6761 +2026-01-08 13:30:01 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2224.07 total_reward_ma:1934.60 loss:0.01533 fps:1319 +frame:2.31e+06 wall_t:1751 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:0.6356 +2026-01-08 13:30:09 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2232.48 total_reward_ma:1939.42 loss:0.02018 fps:1320 +frame:2.32e+06 wall_t:1758 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:0.6974 +2026-01-08 13:30:16 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2255.57 total_reward_ma:1943.97 loss:0.01863 fps:1320 +frame:2.33e+06 wall_t:1765 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:0.6493 +2026-01-08 13:30:25 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2238.67 total_reward_ma:1947.92 loss:0.02984 fps:1319 +frame:2.34e+06 wall_t:1774 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:0.6465 +2026-01-08 13:30:33 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2236.27 total_reward_ma:1951.66 loss:0.007496 fps:1319 +frame:2.35e+06 wall_t:1782 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:0.7251 +2026-01-08 13:30:41 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2215.60 total_reward_ma:1955.20 loss:0.01615 fps:1318 +frame:2.36e+06 wall_t:1790 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:0.7086 +2026-01-08 13:30:49 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2222.82 total_reward_ma:1959.00 loss:0.04752 fps:1317 +frame:2.37e+06 wall_t:1799 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:0.6861 +2026-01-08 13:30:57 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2228.38 total_reward_ma:1963.02 loss:0.01817 fps:1318 +frame:2.38e+06 wall_t:1806 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:0.7247 +2026-01-08 13:31:04 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2218.58 total_reward_ma:1966.86 loss:0.02021 fps:1318 +frame:2.39e+06 wall_t:1813 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:0.6499 +2026-01-08 13:31:12 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2242.48 total_reward_ma:1971.31 loss:0.0273 fps:1317 +frame:2.40e+06 wall_t:1822 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:0.6894 +2026-01-08 13:31:21 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2239.19 total_reward_ma:1975.62 loss:0.01919 fps:1317 +frame:2.41e+06 wall_t:1830 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:0.6512 +2026-01-08 13:31:29 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2224.91 total_reward_ma:1979.33 loss:-0.005908 fps:1317 +frame:2.42e+06 wall_t:1838 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:0.5826 +2026-01-08 13:31:36 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2222.30 total_reward_ma:1982.72 loss:0.03959 fps:1316 +frame:2.43e+06 wall_t:1846 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:0.6783 +2026-01-08 13:31:44 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2194.69 total_reward_ma:1985.79 loss:0.04575 fps:1317 +frame:2.44e+06 wall_t:1853 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:0.6241 +2026-01-08 13:31:52 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2175.01 total_reward_ma:1988.72 loss:0.01517 fps:1316 +frame:2.45e+06 wall_t:1861 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:0.6123 +2026-01-08 13:31:59 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2200.19 total_reward_ma:1991.40 loss:0.02642 fps:1317 +frame:2.46e+06 wall_t:1868 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:0.6911 +2026-01-08 13:32:07 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2196.61 total_reward_ma:1993.73 loss:0.03269 fps:1317 +frame:2.47e+06 wall_t:1876 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:0.6295 +2026-01-08 13:32:15 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2207.74 total_reward_ma:1996.17 loss:0.0005216 fps:1316 +frame:2.48e+06 wall_t:1884 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:0.5525 +2026-01-08 13:32:24 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2189.95 total_reward_ma:1998.19 loss:0.03103 fps:1315 +frame:2.49e+06 wall_t:1893 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:0.6628 +2026-01-08 13:32:31 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2189.95 total_reward_ma:1999.92 loss:0.01277 fps:1315 +frame:2.50e+06 wall_t:1901 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:0.6371 +2026-01-08 13:32:38 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2196.19 total_reward_ma:2001.33 loss:0.003645 fps:1316 +frame:2.51e+06 wall_t:1908 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:0.6154 +2026-01-08 13:32:46 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2223.96 total_reward_ma:2003.51 loss:0.0361 fps:1316 +frame:2.52e+06 wall_t:1915 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:0.5609 +2026-01-08 13:32:53 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2221.94 total_reward_ma:2005.99 loss:0.01851 fps:1316 +frame:2.53e+06 wall_t:1923 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:0.5286 +2026-01-08 13:33:01 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2252.08 total_reward_ma:2008.83 loss:0.04617 fps:1316 +frame:2.54e+06 wall_t:1930 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:0.6131 +2026-01-08 13:33:09 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2229.21 total_reward_ma:2011.59 loss:-0.008694 fps:1316 +frame:2.55e+06 wall_t:1938 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:0.6261 +2026-01-08 13:33:16 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2242.84 total_reward_ma:2014.55 loss:0.03125 fps:1316 +frame:2.56e+06 wall_t:1946 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:0.7085 +2026-01-08 13:33:24 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2291.83 total_reward_ma:2017.89 loss:0.04621 fps:1316 +frame:2.57e+06 wall_t:1953 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:0.6107 +2026-01-08 13:33:31 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2287.42 total_reward_ma:2021.01 loss:0.03816 fps:1316 +frame:2.58e+06 wall_t:1961 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:0.7117 +2026-01-08 13:33:40 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2251.01 total_reward_ma:2023.46 loss:0.03674 fps:1315 +frame:2.59e+06 wall_t:1969 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:0.6794 +2026-01-08 13:33:47 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2247.06 total_reward_ma:2026.06 loss:0.06576 fps:1316 +frame:2.60e+06 wall_t:1976 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:0.6442 +2026-01-08 13:33:55 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2209.82 total_reward_ma:2028.38 loss:0.0319 fps:1316 +frame:2.61e+06 wall_t:1984 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:0.6836 +2026-01-08 13:34:03 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2196.71 total_reward_ma:2030.71 loss:0.04186 fps:1315 +frame:2.62e+06 wall_t:1992 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:0.6893 +2026-01-08 13:34:10 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2207.37 total_reward_ma:2033.26 loss:0.008809 fps:1316 +frame:2.63e+06 wall_t:1999 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:0.6587 +2026-01-08 13:34:17 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2231.59 total_reward_ma:2036.27 loss:0.03478 fps:1316 +frame:2.64e+06 wall_t:2006 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:0.6815 +2026-01-08 13:34:25 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2262.96 total_reward_ma:2040.07 loss:0.06076 fps:1316 +frame:2.65e+06 wall_t:2014 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:0.6455 +2026-01-08 13:34:32 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2274.31 total_reward_ma:2044.38 loss:0.002431 fps:1316 +frame:2.66e+06 wall_t:2022 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:0.632 +2026-01-08 13:34:40 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2257.62 total_reward_ma:2048.48 loss:0.002131 fps:1316 +frame:2.67e+06 wall_t:2029 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:0.6959 +2026-01-08 13:34:47 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2275.89 total_reward_ma:2052.85 loss:0.008128 fps:1316 +frame:2.68e+06 wall_t:2037 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:0.6177 +2026-01-08 13:34:55 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2269.28 total_reward_ma:2057.12 loss:0.03654 fps:1316 +frame:2.69e+06 wall_t:2044 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:0.6527 +2026-01-08 13:35:02 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2242.44 total_reward_ma:2061.06 loss:0.01493 fps:1316 +frame:2.70e+06 wall_t:2052 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:0.6327 +2026-01-08 13:35:10 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2266.25 total_reward_ma:2065.21 loss:0.03482 fps:1316 +frame:2.71e+06 wall_t:2059 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:0.6311 +2026-01-08 13:35:18 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2264.54 total_reward_ma:2069.55 loss:-0.006974 fps:1315 +frame:2.72e+06 wall_t:2068 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:0.6526 +2026-01-08 13:35:25 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2268.52 total_reward_ma:2073.81 loss:0.0584 fps:1316 +frame:2.73e+06 wall_t:2075 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:0.6817 +2026-01-08 13:35:32 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2223.87 total_reward_ma:2077.28 loss:0.03122 fps:1317 +frame:2.74e+06 wall_t:2081 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:0.5858 +2026-01-08 13:35:39 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2241.39 total_reward_ma:2081.08 loss:0.03131 fps:1316 +frame:2.75e+06 wall_t:2089 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:0.6556 +2026-01-08 13:35:47 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2266.97 total_reward_ma:2085.48 loss:0.02293 fps:1316 +frame:2.76e+06 wall_t:2097 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:0.6683 +2026-01-08 13:35:55 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2278.40 total_reward_ma:2090.07 loss:0.02295 fps:1317 +frame:2.77e+06 wall_t:2104 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:0.647 +2026-01-08 13:36:02 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2281.06 total_reward_ma:2094.56 loss:0.01939 fps:1316 +frame:2.78e+06 wall_t:2112 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:0.651 +2026-01-08 13:36:10 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2270.20 total_reward_ma:2098.99 loss:0.008788 fps:1317 +frame:2.79e+06 wall_t:2119 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:0.6687 +2026-01-08 13:36:17 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2315.64 total_reward_ma:2103.86 loss:0.0189 fps:1316 +frame:2.80e+06 wall_t:2127 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:0.6925 +2026-01-08 13:36:25 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2323.73 total_reward_ma:2108.69 loss:0.0339 fps:1317 +frame:2.81e+06 wall_t:2134 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:0.6924 +2026-01-08 13:36:32 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2337.35 total_reward_ma:2113.41 loss:0.0125 fps:1317 +frame:2.82e+06 wall_t:2141 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:0.6413 +2026-01-08 13:36:39 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2345.22 total_reward_ma:2117.84 loss:0.03046 fps:1317 +frame:2.83e+06 wall_t:2149 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:0.6531 +2026-01-08 13:36:47 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2395.50 total_reward_ma:2122.76 loss:0.03604 fps:1317 +frame:2.84e+06 wall_t:2157 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:0.6676 +2026-01-08 13:36:56 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2418.77 total_reward_ma:2127.85 loss:0.05342 fps:1316 +frame:2.85e+06 wall_t:2165 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:0.6566 +2026-01-08 13:37:03 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2420.14 total_reward_ma:2132.93 loss:0.02744 fps:1316 +frame:2.86e+06 wall_t:2173 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:0.6225 +2026-01-08 13:37:10 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2403.13 total_reward_ma:2138.18 loss:0.02552 fps:1317 +frame:2.87e+06 wall_t:2180 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:0.6176 +2026-01-08 13:37:18 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2405.76 total_reward_ma:2143.50 loss:0.014 fps:1317 +frame:2.88e+06 wall_t:2187 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:0.6381 +2026-01-08 13:37:26 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2398.92 total_reward_ma:2149.04 loss:0.05569 fps:1317 +frame:2.89e+06 wall_t:2195 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:0.6808 +2026-01-08 13:37:33 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2365.35 total_reward_ma:2154.04 loss:0.01098 fps:1316 +frame:2.90e+06 wall_t:2203 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:0.6536 +2026-01-08 13:37:40 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2377.60 total_reward_ma:2159.43 loss:0.02587 fps:1317 +frame:2.91e+06 wall_t:2209 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:0.6485 +2026-01-08 13:37:48 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2400.39 total_reward_ma:2164.88 loss:0.00888 fps:1317 +frame:2.92e+06 wall_t:2217 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:0.6279 +2026-01-08 13:37:56 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2412.46 total_reward_ma:2169.96 loss:0.01635 fps:1316 +frame:2.93e+06 wall_t:2226 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:0.5742 +2026-01-08 13:38:04 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2403.23 total_reward_ma:2174.96 loss:0.03143 fps:1316 +frame:2.94e+06 wall_t:2234 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:0.608 +2026-01-08 13:38:12 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2413.75 total_reward_ma:2179.90 loss:0.04292 fps:1316 +frame:2.95e+06 wall_t:2241 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:0.6062 +2026-01-08 13:38:20 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2430.40 total_reward_ma:2184.57 loss:0.04921 fps:1316 +frame:2.96e+06 wall_t:2250 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:0.61 +2026-01-08 13:38:29 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2448.03 total_reward_ma:2189.58 loss:0.02835 fps:1315 +frame:2.97e+06 wall_t:2258 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:0.597 +2026-01-08 13:38:37 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2430.02 total_reward_ma:2194.18 loss:0.01775 fps:1315 +frame:2.98e+06 wall_t:2266 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:0.6315 +2026-01-08 13:38:43 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2426.54 total_reward_ma:2198.97 loss:0.0258 fps:1315 +frame:2.99e+06 wall_t:2273 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:0.6118 +2026-01-08 13:38:51 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2430.18 total_reward_ma:2204.13 loss:0.02487 fps:1316 +frame:3.00e+06 wall_t:2280 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:0.6016 +2026-01-08 13:38:59 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2432.20 total_reward_ma:2209.08 loss:0.02156 fps:1316 +frame:3.01e+06 wall_t:2288 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:0.6787 +2026-01-08 13:39:06 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2416.37 total_reward_ma:2213.79 loss:-0.003726 fps:1316 +frame:3.02e+06 wall_t:2295 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:0.7168 +2026-01-08 13:39:15 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2426.44 total_reward_ma:2218.68 loss:0.02927 fps:1315 +frame:3.03e+06 wall_t:2304 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:0.6636 +2026-01-08 13:39:23 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2432.96 total_reward_ma:2223.94 loss:0.02959 fps:1315 +frame:3.04e+06 wall_t:2312 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:0.6652 +2026-01-08 13:39:31 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2456.47 total_reward_ma:2228.88 loss:0.01339 fps:1315 +frame:3.05e+06 wall_t:2320 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:0.6334 +2026-01-08 13:39:39 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2469.50 total_reward_ma:2233.89 loss:0.06924 fps:1314 +frame:3.06e+06 wall_t:2328 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:0.7143 +2026-01-08 13:39:47 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2466.90 total_reward_ma:2239.08 loss:0.00323 fps:1314 +frame:3.07e+06 wall_t:2336 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:0.6566 +2026-01-08 13:39:53 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2465.70 total_reward_ma:2243.86 loss:0.03907 fps:1315 +frame:3.08e+06 wall_t:2343 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:0.6349 +2026-01-08 13:40:01 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2445.22 total_reward_ma:2248.58 loss:0.006439 fps:1315 +frame:3.09e+06 wall_t:2350 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:0.6315 +2026-01-08 13:40:09 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2448.77 total_reward_ma:2253.16 loss:0.02245 fps:1315 +frame:3.10e+06 wall_t:2358 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:0.5947 +2026-01-08 13:40:16 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2463.46 total_reward_ma:2258.28 loss:0.04809 fps:1315 +frame:3.11e+06 wall_t:2365 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:0.6239 +2026-01-08 13:40:24 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2494.52 total_reward_ma:2263.71 loss:0.0416 fps:1315 +frame:3.12e+06 wall_t:2373 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:0.5894 +2026-01-08 13:40:31 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2507.78 total_reward_ma:2269.09 loss:0.005197 fps:1315 +frame:3.13e+06 wall_t:2380 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:0.6062 +2026-01-08 13:40:38 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2508.73 total_reward_ma:2274.87 loss:-0.003862 fps:1315 +frame:3.14e+06 wall_t:2387 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:0.6076 +2026-01-08 13:40:45 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2505.17 total_reward_ma:2280.43 loss:0.0487 fps:1316 +frame:3.15e+06 wall_t:2394 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:0.5942 +2026-01-08 13:40:52 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2497.51 total_reward_ma:2285.69 loss:0.01449 fps:1316 +frame:3.16e+06 wall_t:2401 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:0.5447 +2026-01-08 13:40:59 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2473.29 total_reward_ma:2290.58 loss:0.04012 fps:1316 +frame:3.17e+06 wall_t:2408 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:0.5676 +2026-01-08 13:41:06 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2472.47 total_reward_ma:2295.41 loss:0.0294 fps:1316 +frame:3.18e+06 wall_t:2416 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:0.5448 +2026-01-08 13:41:13 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2449.81 total_reward_ma:2299.89 loss:0.02853 fps:1317 +frame:3.19e+06 wall_t:2423 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:0.5323 +2026-01-08 13:41:20 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2439.44 total_reward_ma:2304.38 loss:0.02648 fps:1317 +frame:3.20e+06 wall_t:2430 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:0.583 +2026-01-08 13:41:28 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2475.95 total_reward_ma:2308.80 loss:0.03467 fps:1317 +frame:3.21e+06 wall_t:2438 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:0.5961 +2026-01-08 13:41:36 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2475.60 total_reward_ma:2313.16 loss:0.03407 fps:1317 +frame:3.22e+06 wall_t:2445 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:0.5915 +2026-01-08 13:41:43 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2469.41 total_reward_ma:2317.38 loss:0.02866 fps:1317 +frame:3.23e+06 wall_t:2452 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:0.6322 +2026-01-08 13:41:50 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2474.23 total_reward_ma:2320.93 loss:0.007428 fps:1318 +frame:3.24e+06 wall_t:2459 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:0.6192 +2026-01-08 13:41:57 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2491.33 total_reward_ma:2324.57 loss:0.02723 fps:1318 +frame:3.25e+06 wall_t:2466 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:0.5908 +2026-01-08 13:42:05 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2515.81 total_reward_ma:2328.46 loss:0.05759 fps:1317 +frame:3.26e+06 wall_t:2475 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:0.6593 +2026-01-08 13:42:13 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2481.14 total_reward_ma:2331.69 loss:0.02723 fps:1317 +frame:3.27e+06 wall_t:2482 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:0.6323 +2026-01-08 13:42:21 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2477.15 total_reward_ma:2334.56 loss:0.0377 fps:1317 +frame:3.28e+06 wall_t:2490 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:0.6312 +2026-01-08 13:42:29 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2454.36 total_reward_ma:2336.98 loss:0.0405 fps:1317 +frame:3.29e+06 wall_t:2498 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:0.6251 +2026-01-08 13:42:37 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2469.91 total_reward_ma:2339.48 loss:0.02904 fps:1317 +frame:3.30e+06 wall_t:2506 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:0.5496 +2026-01-08 13:42:44 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2438.05 total_reward_ma:2341.62 loss:0.03616 fps:1317 +frame:3.31e+06 wall_t:2514 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:0.6534 +2026-01-08 13:42:52 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2449.48 total_reward_ma:2343.79 loss:0.03284 fps:1317 +frame:3.32e+06 wall_t:2521 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:0.5723 +2026-01-08 13:42:59 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2421.77 total_reward_ma:2345.45 loss:0.007597 fps:1317 +frame:3.33e+06 wall_t:2528 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:0.5641 +2026-01-08 13:43:07 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2426.31 total_reward_ma:2347.33 loss:0.02521 fps:1317 +frame:3.34e+06 wall_t:2537 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:0.601 +2026-01-08 13:43:15 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2404.18 total_reward_ma:2349.01 loss:0.02153 fps:1316 +frame:3.35e+06 wall_t:2545 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:0.6119 +2026-01-08 13:43:23 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2398.71 total_reward_ma:2350.84 loss:0.03633 fps:1317 +frame:3.36e+06 wall_t:2552 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:0.6067 +2026-01-08 13:43:32 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2386.76 total_reward_ma:2352.48 loss:0.02405 fps:1316 +frame:3.37e+06 wall_t:2561 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:0.5875 +2026-01-08 13:43:39 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2416.54 total_reward_ma:2354.36 loss:0.04693 fps:1316 +frame:3.38e+06 wall_t:2569 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:0.556 +2026-01-08 13:43:47 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2439.07 total_reward_ma:2356.56 loss:0.02012 fps:1316 +frame:3.39e+06 wall_t:2576 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:0.5328 +2026-01-08 13:43:54 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2420.07 total_reward_ma:2358.34 loss:0.04345 fps:1316 +frame:3.40e+06 wall_t:2583 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:0.5303 +2026-01-08 13:44:01 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2438.98 total_reward_ma:2360.34 loss:0.04998 fps:1316 +frame:3.41e+06 wall_t:2591 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:0.4758 +2026-01-08 13:44:09 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2423.35 total_reward_ma:2362.32 loss:0.01709 fps:1316 +frame:3.42e+06 wall_t:2598 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:0.5338 +2026-01-08 13:44:17 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2412.35 total_reward_ma:2364.22 loss:0.05007 fps:1316 +frame:3.43e+06 wall_t:2606 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:0.5058 +2026-01-08 13:44:24 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2402.19 total_reward_ma:2366.30 loss:0.02033 fps:1316 +frame:3.44e+06 wall_t:2613 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:0.4788 +2026-01-08 13:44:31 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2386.26 total_reward_ma:2368.41 loss:0.04151 fps:1317 +frame:3.45e+06 wall_t:2620 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:0.5838 +2026-01-08 13:44:39 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2359.48 total_reward_ma:2370.00 loss:0.01499 fps:1317 +frame:3.46e+06 wall_t:2628 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:0.5509 +2026-01-08 13:44:47 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2369.43 total_reward_ma:2371.73 loss:0.0405 fps:1316 +frame:3.47e+06 wall_t:2637 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:0.5973 +2026-01-08 13:44:54 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2337.54 total_reward_ma:2373.03 loss:0.05497 fps:1316 +frame:3.48e+06 wall_t:2644 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:0.5514 +2026-01-08 13:45:02 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2302.63 total_reward_ma:2374.16 loss:0.02264 fps:1316 +frame:3.49e+06 wall_t:2651 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:0.5941 +2026-01-08 13:45:08 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2343.16 total_reward_ma:2375.69 loss:0.05598 fps:1317 +frame:3.50e+06 wall_t:2657 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:0.5198 +2026-01-08 13:45:16 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2304.00 total_reward_ma:2376.77 loss:0.02253 fps:1317 +frame:3.51e+06 wall_t:2665 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:0.6062 +2026-01-08 13:45:25 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2307.59 total_reward_ma:2377.60 loss:0.04782 fps:1316 +frame:3.52e+06 wall_t:2674 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:0.5596 +2026-01-08 13:45:32 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2287.64 total_reward_ma:2378.26 loss:0.02867 fps:1317 +frame:3.53e+06 wall_t:2681 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:0.553 +2026-01-08 13:45:40 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2291.17 total_reward_ma:2378.65 loss:0.06808 fps:1316 +frame:3.54e+06 wall_t:2689 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:0.5966 +2026-01-08 13:45:48 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2258.79 total_reward_ma:2378.95 loss:0.04604 fps:1316 +frame:3.55e+06 wall_t:2698 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:0.5467 +2026-01-08 13:45:55 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2223.82 total_reward_ma:2378.76 loss:0.03441 fps:1316 +frame:3.56e+06 wall_t:2705 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:0.5924 +2026-01-08 13:46:03 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2172.61 total_reward_ma:2377.56 loss:0.04801 fps:1316 +frame:3.57e+06 wall_t:2712 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:0.6194 +2026-01-08 13:46:11 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2186.69 total_reward_ma:2376.56 loss:0.005987 fps:1316 +frame:3.58e+06 wall_t:2721 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:0.6058 +2026-01-08 13:46:19 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2193.37 total_reward_ma:2375.98 loss:0.07735 fps:1316 +frame:3.59e+06 wall_t:2728 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:0.5968 +2026-01-08 13:46:26 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2209.65 total_reward_ma:2375.61 loss:0.08413 fps:1316 +frame:3.60e+06 wall_t:2735 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:0.5696 +2026-01-08 13:46:34 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2219.10 total_reward_ma:2375.70 loss:0.03506 fps:1316 +frame:3.61e+06 wall_t:2743 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:0.6048 +2026-01-08 13:46:42 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2196.85 total_reward_ma:2375.70 loss:0.04082 fps:1316 +frame:3.62e+06 wall_t:2751 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:0.6314 +2026-01-08 13:46:49 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2223.61 total_reward_ma:2375.86 loss:0.02604 fps:1316 +frame:3.63e+06 wall_t:2758 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:0.5876 +2026-01-08 13:46:56 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2191.82 total_reward_ma:2375.46 loss:0.03308 fps:1316 +frame:3.64e+06 wall_t:2765 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:0.5589 +2026-01-08 13:47:04 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2173.57 total_reward_ma:2374.57 loss:0.03321 fps:1316 +frame:3.65e+06 wall_t:2773 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:0.5959 +2026-01-08 13:47:11 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2214.82 total_reward_ma:2373.98 loss:0.01713 fps:1316 +frame:3.66e+06 wall_t:2781 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:0.5791 +2026-01-08 13:47:19 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2210.63 total_reward_ma:2373.51 loss:-0.00456 fps:1316 +frame:3.67e+06 wall_t:2788 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:0.6027 +2026-01-08 13:47:27 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2222.63 total_reward_ma:2372.97 loss:0.03725 fps:1316 +frame:3.68e+06 wall_t:2796 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:0.6362 +2026-01-08 13:47:34 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2282.32 total_reward_ma:2373.10 loss:0.04137 fps:1316 +frame:3.69e+06 wall_t:2804 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:0.5887 +2026-01-08 13:47:42 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2258.41 total_reward_ma:2373.26 loss:0.05119 fps:1316 +frame:3.70e+06 wall_t:2811 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:0.6074 +2026-01-08 13:47:49 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2263.75 total_reward_ma:2373.24 loss:0.04304 fps:1316 +frame:3.71e+06 wall_t:2819 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:0.6442 +2026-01-08 13:47:57 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2252.39 total_reward_ma:2373.12 loss:0.02458 fps:1316 +frame:3.72e+06 wall_t:2826 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:0.6258 +2026-01-08 13:48:05 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2253.00 total_reward_ma:2372.96 loss:0.009702 fps:1316 +frame:3.73e+06 wall_t:2834 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:0.6214 +2026-01-08 13:48:12 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2303.06 total_reward_ma:2373.75 loss:0.02711 fps:1316 +frame:3.74e+06 wall_t:2841 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:0.6044 +2026-01-08 13:48:20 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2300.43 total_reward_ma:2374.34 loss:0.01587 fps:1316 +frame:3.75e+06 wall_t:2849 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:0.5417 +2026-01-08 13:48:27 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2333.20 total_reward_ma:2375.01 loss:0.02271 fps:1317 +frame:3.76e+06 wall_t:2856 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:0.5881 +2026-01-08 13:48:35 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2286.27 total_reward_ma:2375.08 loss:0.06196 fps:1316 +frame:3.77e+06 wall_t:2864 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:0.5836 +2026-01-08 13:48:42 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2309.05 total_reward_ma:2375.36 loss:0.04435 fps:1316 +frame:3.78e+06 wall_t:2872 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:0.64 +2026-01-08 13:48:50 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2296.22 total_reward_ma:2375.62 loss:0.02558 fps:1316 +frame:3.79e+06 wall_t:2879 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:0.5472 +2026-01-08 13:48:58 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2265.42 total_reward_ma:2375.12 loss:0.05374 fps:1316 +frame:3.80e+06 wall_t:2887 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:0.5727 +2026-01-08 13:49:05 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2255.34 total_reward_ma:2374.44 loss:0.006519 fps:1316 +frame:3.81e+06 wall_t:2895 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:0.5597 +2026-01-08 13:49:13 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2237.68 total_reward_ma:2373.44 loss:0.01588 fps:1316 +frame:3.82e+06 wall_t:2902 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:0.5353 +2026-01-08 13:49:20 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2253.12 total_reward_ma:2372.52 loss:0.005687 fps:1317 +frame:3.83e+06 wall_t:2909 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:0.5617 +2026-01-08 13:49:27 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2255.84 total_reward_ma:2371.12 loss:0.0489 fps:1316 +frame:3.84e+06 wall_t:2917 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:0.5169 +2026-01-08 13:49:33 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2257.49 total_reward_ma:2369.51 loss:-0.004693 fps:1317 +frame:3.85e+06 wall_t:2923 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:0.5583 +2026-01-08 13:49:41 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2253.13 total_reward_ma:2367.84 loss:0.02643 fps:1317 +frame:3.86e+06 wall_t:2931 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:0.5639 +2026-01-08 13:49:49 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2276.24 total_reward_ma:2366.57 loss:0.06287 fps:1317 +frame:3.87e+06 wall_t:2939 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:0.5645 +2026-01-08 13:49:58 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2257.89 total_reward_ma:2365.09 loss:0.03794 fps:1317 +frame:3.88e+06 wall_t:2947 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:0.6049 +2026-01-08 13:50:05 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2238.89 total_reward_ma:2363.49 loss:0.0129 fps:1317 +frame:3.89e+06 wall_t:2954 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:0.5164 +2026-01-08 13:50:11 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2268.83 total_reward_ma:2362.53 loss:0.01404 fps:1317 +frame:3.90e+06 wall_t:2961 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:0.5562 +2026-01-08 13:50:19 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2292.89 total_reward_ma:2361.68 loss:0.03095 fps:1317 +frame:3.91e+06 wall_t:2968 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:0.5137 +2026-01-08 13:50:26 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2291.86 total_reward_ma:2360.60 loss:0.02308 fps:1318 +frame:3.92e+06 wall_t:2975 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:0.555 +2026-01-08 13:50:32 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2253.90 total_reward_ma:2359.01 loss:0.04724 fps:1318 +frame:3.93e+06 wall_t:2981 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:0.513 +2026-01-08 13:50:39 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2264.92 total_reward_ma:2357.63 loss:0.03564 fps:1318 +frame:3.94e+06 wall_t:2989 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:0.5214 +2026-01-08 13:50:48 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2271.92 total_reward_ma:2356.21 loss:0.04383 fps:1318 +frame:3.95e+06 wall_t:2997 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:0.5565 +2026-01-08 13:50:57 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2257.33 total_reward_ma:2354.48 loss:0.04051 fps:1317 +frame:3.96e+06 wall_t:3006 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:0.5689 +2026-01-08 13:51:04 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2216.79 total_reward_ma:2352.17 loss:0.01222 fps:1317 +frame:3.97e+06 wall_t:3014 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:0.5456 +2026-01-08 13:51:12 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2223.38 total_reward_ma:2350.10 loss:0.015 fps:1317 +frame:3.98e+06 wall_t:3021 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:0.5447 +2026-01-08 13:51:20 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2249.37 total_reward_ma:2348.33 loss:0.03491 fps:1317 +frame:3.99e+06 wall_t:3029 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:0.5553 +2026-01-08 13:51:27 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2228.58 total_reward_ma:2346.31 loss:0.05235 fps:1318 +frame:4.00e+06 wall_t:3036 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:0.5773 +2026-01-08 13:51:35 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2233.84 total_reward_ma:2344.33 loss:0.03262 fps:1317 +frame:4.01e+06 wall_t:3044 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:0.6203 +2026-01-08 13:51:42 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2238.21 total_reward_ma:2342.55 loss:0.05373 fps:1318 +frame:4.02e+06 wall_t:3051 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:0.5878 +2026-01-08 13:51:49 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2292.91 total_reward_ma:2341.21 loss:0.03013 fps:1318 +frame:4.03e+06 wall_t:3058 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:0.5562 +2026-01-08 13:51:56 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2253.93 total_reward_ma:2339.42 loss:0.03728 fps:1318 +frame:4.04e+06 wall_t:3065 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:0.5949 +2026-01-08 13:52:03 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2232.00 total_reward_ma:2337.18 loss:0.03146 fps:1318 +frame:4.05e+06 wall_t:3073 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:0.6218 +2026-01-08 13:52:11 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2243.91 total_reward_ma:2334.92 loss:0.04216 fps:1318 +frame:4.06e+06 wall_t:3080 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:0.612 +2026-01-08 13:52:19 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2239.64 total_reward_ma:2332.65 loss:0.04091 fps:1318 +frame:4.07e+06 wall_t:3088 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:0.5921 +2026-01-08 13:52:26 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2238.91 total_reward_ma:2330.38 loss:0.03085 fps:1318 +frame:4.08e+06 wall_t:3096 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:0.6512 +2026-01-08 13:52:34 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2243.21 total_reward_ma:2328.36 loss:0.01988 fps:1318 +frame:4.09e+06 wall_t:3104 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:0.5836 +2026-01-08 13:52:42 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2230.41 total_reward_ma:2326.18 loss:0.04661 fps:1318 +frame:4.10e+06 wall_t:3111 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:0.5642 +2026-01-08 13:52:50 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2256.00 total_reward_ma:2324.10 loss:0.02855 fps:1317 +frame:4.11e+06 wall_t:3120 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:0.5783 +2026-01-08 13:52:58 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2262.90 total_reward_ma:2321.79 loss:0.03037 fps:1318 +frame:4.12e+06 wall_t:3127 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:0.6071 +2026-01-08 13:53:06 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2271.62 total_reward_ma:2319.42 loss:0.02758 fps:1317 +frame:4.13e+06 wall_t:3135 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:0.55 +2026-01-08 13:53:13 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2318.50 total_reward_ma:2317.52 loss:0.01859 fps:1318 +frame:4.14e+06 wall_t:3142 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:0.5352 +2026-01-08 13:53:20 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2325.19 total_reward_ma:2315.72 loss:0.02459 fps:1317 +frame:4.15e+06 wall_t:3150 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:0.5498 +2026-01-08 13:53:28 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2319.18 total_reward_ma:2313.94 loss:0.03928 fps:1318 +frame:4.16e+06 wall_t:3157 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:0.614 +2026-01-08 13:53:35 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2362.64 total_reward_ma:2312.83 loss:0.03909 fps:1318 +frame:4.17e+06 wall_t:3165 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:0.5945 +2026-01-08 13:53:43 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2361.70 total_reward_ma:2311.72 loss:0.02298 fps:1318 +frame:4.18e+06 wall_t:3172 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:0.5706 +2026-01-08 13:53:50 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2360.21 total_reward_ma:2310.83 loss:0.043 fps:1318 +frame:4.19e+06 wall_t:3180 t:261875 epi:nan +opt_step:65440 lr:0.0001453 clip_eps:0.1 entropy:0.5774 +2026-01-08 13:53:58 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2385.40 total_reward_ma:2310.29 loss:0.04622 fps:1318 +frame:4.20e+06 wall_t:3187 t:262500 epi:nan +opt_step:65600 lr:0.000145 clip_eps:0.1 entropy:0.5786 +2026-01-08 13:54:05 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2355.27 total_reward_ma:2309.08 loss:0.02662 fps:1318 +frame:4.21e+06 wall_t:3195 t:263125 epi:nan +opt_step:65760 lr:0.0001448 clip_eps:0.1 entropy:0.5374 +2026-01-08 13:54:13 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2318.75 total_reward_ma:2307.51 loss:0.02018 fps:1318 +frame:4.22e+06 wall_t:3202 t:263750 epi:nan +opt_step:65920 lr:0.0001445 clip_eps:0.1 entropy:0.5585 +2026-01-08 13:54:21 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2332.18 total_reward_ma:2306.14 loss:0.009489 fps:1318 +frame:4.23e+06 wall_t:3210 t:264375 epi:nan +opt_step:66080 lr:0.0001443 clip_eps:0.1 entropy:0.5872 +2026-01-08 13:54:29 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2324.55 total_reward_ma:2304.64 loss:0.008317 fps:1318 +frame:4.24e+06 wall_t:3218 t:265000 epi:nan +opt_step:66240 lr:0.000144 clip_eps:0.1 entropy:0.5463 +2026-01-08 13:54:36 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2348.36 total_reward_ma:2303.21 loss:0.05107 fps:1317 +frame:4.25e+06 wall_t:3226 t:265625 epi:nan +opt_step:66400 lr:0.0001438 clip_eps:0.1 entropy:0.5345 +2026-01-08 13:54:44 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2346.31 total_reward_ma:2301.52 loss:0.04643 fps:1317 +frame:4.26e+06 wall_t:3234 t:266250 epi:nan +opt_step:66560 lr:0.0001435 clip_eps:0.1 entropy:0.5477 +2026-01-08 13:54:51 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2344.52 total_reward_ma:2300.15 loss:0.02797 fps:1317 +frame:4.27e+06 wall_t:3241 t:266875 epi:nan +opt_step:66688 lr:0.0001433 clip_eps:0.1 entropy:0.5668 +2026-01-08 13:54:59 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2358.95 total_reward_ma:2298.97 loss:0.03065 fps:1318 +frame:4.28e+06 wall_t:3248 t:267500 epi:nan +opt_step:66848 lr:0.000143 clip_eps:0.1 entropy:0.5843 +2026-01-08 13:55:07 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2355.14 total_reward_ma:2297.98 loss:0.03989 fps:1318 +frame:4.29e+06 wall_t:3256 t:268125 epi:nan +opt_step:67008 lr:0.0001428 clip_eps:0.1 entropy:0.6081 +2026-01-08 13:55:15 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2348.71 total_reward_ma:2296.77 loss:0.05303 fps:1317 +frame:4.30e+06 wall_t:3264 t:268750 epi:nan +opt_step:67168 lr:0.0001425 clip_eps:0.1 entropy:0.6626 +2026-01-08 13:55:22 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2292.90 total_reward_ma:2295.31 loss:0.05249 fps:1318 +frame:4.31e+06 wall_t:3271 t:269375 epi:nan +opt_step:67328 lr:0.0001423 clip_eps:0.1 entropy:0.5906 +2026-01-08 13:55:29 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2278.75 total_reward_ma:2293.61 loss:0.03274 fps:1317 +frame:4.32e+06 wall_t:3279 t:270000 epi:nan +opt_step:67488 lr:0.000142 clip_eps:0.1 entropy:0.5947 +2026-01-08 13:55:37 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2249.18 total_reward_ma:2291.88 loss:0.03032 fps:1317 +frame:4.33e+06 wall_t:3287 t:270625 epi:nan +opt_step:67648 lr:0.0001418 clip_eps:0.1 entropy:0.5352 +2026-01-08 13:55:45 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2229.49 total_reward_ma:2289.91 loss:0.01655 fps:1318 +frame:4.34e+06 wall_t:3294 t:271250 epi:nan +opt_step:67808 lr:0.0001415 clip_eps:0.1 entropy:0.6201 +2026-01-08 13:55:52 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2261.41 total_reward_ma:2288.49 loss:0.005268 fps:1318 +frame:4.35e+06 wall_t:3301 t:271875 epi:nan +opt_step:67968 lr:0.0001413 clip_eps:0.1 entropy:0.5061 +2026-01-08 13:55:59 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2282.98 total_reward_ma:2287.33 loss:0.05399 fps:1318 +frame:4.36e+06 wall_t:3308 t:272500 epi:nan +opt_step:68096 lr:0.000141 clip_eps:0.1 entropy:0.5458 +2026-01-08 13:56:06 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2263.40 total_reward_ma:2286.09 loss:0.03016 fps:1318 +frame:4.37e+06 wall_t:3316 t:273125 epi:nan +opt_step:68256 lr:0.0001408 clip_eps:0.1 entropy:0.5851 +2026-01-08 13:56:14 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2292.89 total_reward_ma:2284.86 loss:0.02112 fps:1318 +frame:4.38e+06 wall_t:3324 t:273750 epi:nan +opt_step:68416 lr:0.0001405 clip_eps:0.1 entropy:0.5771 +2026-01-08 13:56:23 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2283.20 total_reward_ma:2283.30 loss:0.03262 fps:1318 +frame:4.39e+06 wall_t:3332 t:274375 epi:nan +opt_step:68576 lr:0.0001403 clip_eps:0.1 entropy:0.5307 +2026-01-08 13:56:30 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2286.79 total_reward_ma:2281.97 loss:0.03226 fps:1318 +frame:4.40e+06 wall_t:3339 t:275000 epi:nan +opt_step:68736 lr:0.00014 clip_eps:0.1 entropy:0.5816 +2026-01-08 13:56:37 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2305.96 total_reward_ma:2280.64 loss:0.03136 fps:1318 +frame:4.41e+06 wall_t:3347 t:275625 epi:nan +opt_step:68896 lr:0.0001398 clip_eps:0.1 entropy:0.5833 +2026-01-08 13:56:44 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2341.65 total_reward_ma:2279.82 loss:0.02604 fps:1318 +frame:4.42e+06 wall_t:3354 t:276250 epi:nan +opt_step:69056 lr:0.0001395 clip_eps:0.1 entropy:0.5669 +2026-01-08 13:56:52 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2371.42 total_reward_ma:2279.41 loss:0.03056 fps:1318 +frame:4.43e+06 wall_t:3361 t:276875 epi:nan +opt_step:69216 lr:0.0001393 clip_eps:0.1 entropy:0.6231 +2026-01-08 13:56:59 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2423.69 total_reward_ma:2279.63 loss:0.07988 fps:1318 +frame:4.44e+06 wall_t:3368 t:277500 epi:nan +opt_step:69344 lr:0.000139 clip_eps:0.1 entropy:0.5538 +2026-01-08 13:57:07 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2430.39 total_reward_ma:2280.07 loss:0.01412 fps:1318 +frame:4.45e+06 wall_t:3376 t:278125 epi:nan +opt_step:69504 lr:0.0001388 clip_eps:0.1 entropy:0.5789 +2026-01-08 13:57:15 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2428.61 total_reward_ma:2280.76 loss:0.06182 fps:1318 +frame:4.46e+06 wall_t:3384 t:278750 epi:nan +opt_step:69664 lr:0.0001385 clip_eps:0.1 entropy:0.5329 +2026-01-08 13:57:22 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2410.77 total_reward_ma:2281.17 loss:0.04893 fps:1318 +frame:4.47e+06 wall_t:3392 t:279375 epi:nan +opt_step:69824 lr:0.0001383 clip_eps:0.1 entropy:0.5619 +2026-01-08 13:57:30 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2451.79 total_reward_ma:2282.31 loss:0.02512 fps:1318 +frame:4.48e+06 wall_t:3399 t:280000 epi:nan +opt_step:69984 lr:0.000138 clip_eps:0.1 entropy:0.5537 +2026-01-08 13:57:38 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2450.86 total_reward_ma:2283.80 loss:0.02278 fps:1318 +frame:4.49e+06 wall_t:3407 t:280625 epi:nan +opt_step:70144 lr:0.0001378 clip_eps:0.1 entropy:0.568 +2026-01-08 13:57:45 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2442.27 total_reward_ma:2284.79 loss:0.02541 fps:1318 +frame:4.50e+06 wall_t:3414 t:281250 epi:nan +opt_step:70304 lr:0.0001375 clip_eps:0.1 entropy:0.5393 +2026-01-08 13:57:53 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2452.26 total_reward_ma:2286.27 loss:0.03108 fps:1318 +frame:4.51e+06 wall_t:3422 t:281875 epi:nan +opt_step:70464 lr:0.0001373 clip_eps:0.1 entropy:0.5482 +2026-01-08 13:58:00 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2474.61 total_reward_ma:2287.94 loss:0.0145 fps:1318 +frame:4.52e+06 wall_t:3429 t:282500 epi:nan +opt_step:70624 lr:0.000137 clip_eps:0.1 entropy:0.5009 +2026-01-08 13:58:07 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2497.76 total_reward_ma:2290.04 loss:0.008337 fps:1318 +frame:4.53e+06 wall_t:3436 t:283125 epi:nan +opt_step:70752 lr:0.0001368 clip_eps:0.1 entropy:0.5578 +2026-01-08 13:58:15 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2538.46 total_reward_ma:2292.51 loss:0.009019 fps:1318 +frame:4.54e+06 wall_t:3444 t:283750 epi:nan +opt_step:70912 lr:0.0001365 clip_eps:0.1 entropy:0.5682 +2026-01-08 13:58:22 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2538.75 total_reward_ma:2295.31 loss:0.05442 fps:1318 +frame:4.55e+06 wall_t:3451 t:284375 epi:nan +opt_step:71072 lr:0.0001363 clip_eps:0.1 entropy:0.5672 +2026-01-08 13:58:30 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2554.60 total_reward_ma:2298.62 loss:0.02525 fps:1318 +frame:4.56e+06 wall_t:3459 t:285000 epi:nan +opt_step:71232 lr:0.000136 clip_eps:0.1 entropy:0.5368 +2026-01-08 13:58:37 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2538.45 total_reward_ma:2302.28 loss:0.05672 fps:1318 +frame:4.57e+06 wall_t:3467 t:285625 epi:nan +opt_step:71392 lr:0.0001358 clip_eps:0.1 entropy:0.5602 +2026-01-08 13:58:45 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2539.38 total_reward_ma:2305.81 loss:0.008592 fps:1318 +frame:4.58e+06 wall_t:3474 t:286250 epi:nan +opt_step:71552 lr:0.0001355 clip_eps:0.1 entropy:0.5357 +2026-01-08 13:58:53 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2574.88 total_reward_ma:2309.62 loss:0.02402 fps:1318 +frame:4.59e+06 wall_t:3482 t:286875 epi:nan +opt_step:71712 lr:0.0001353 clip_eps:0.1 entropy:0.5839 +2026-01-08 13:59:01 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2579.73 total_reward_ma:2313.32 loss:0.01369 fps:1318 +frame:4.60e+06 wall_t:3490 t:287500 epi:nan +opt_step:71872 lr:0.000135 clip_eps:0.1 entropy:0.5654 +2026-01-08 13:59:08 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2570.10 total_reward_ma:2316.83 loss:0.02674 fps:1318 +frame:4.61e+06 wall_t:3497 t:288125 epi:nan +opt_step:72000 lr:0.0001348 clip_eps:0.1 entropy:0.522 +2026-01-08 13:59:15 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2607.83 total_reward_ma:2320.94 loss:0.03637 fps:1318 +frame:4.62e+06 wall_t:3505 t:288750 epi:nan +opt_step:72160 lr:0.0001345 clip_eps:0.1 entropy:0.5654 +2026-01-08 13:59:23 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2612.69 total_reward_ma:2324.83 loss:0.03844 fps:1318 +frame:4.63e+06 wall_t:3512 t:289375 epi:nan +opt_step:72320 lr:0.0001343 clip_eps:0.1 entropy:0.581 +2026-01-08 13:59:31 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2604.20 total_reward_ma:2328.96 loss:0.03111 fps:1318 +frame:4.64e+06 wall_t:3521 t:290000 epi:nan +opt_step:72480 lr:0.000134 clip_eps:0.1 entropy:0.5612 +2026-01-08 13:59:38 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2575.46 total_reward_ma:2332.98 loss:0.03025 fps:1318 +frame:4.65e+06 wall_t:3528 t:290625 epi:nan +opt_step:72640 lr:0.0001338 clip_eps:0.1 entropy:0.588 +2026-01-08 13:59:46 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2568.34 total_reward_ma:2336.51 loss:0.02563 fps:1318 +frame:4.66e+06 wall_t:3535 t:291250 epi:nan +opt_step:72800 lr:0.0001335 clip_eps:0.1 entropy:0.5733 +2026-01-08 13:59:54 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2569.10 total_reward_ma:2340.10 loss:0.03686 fps:1318 +frame:4.67e+06 wall_t:3543 t:291875 epi:nan +opt_step:72960 lr:0.0001333 clip_eps:0.1 entropy:0.5921 +2026-01-08 14:00:02 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2558.70 total_reward_ma:2343.46 loss:0.0001914 fps:1318 +frame:4.68e+06 wall_t:3551 t:292500 epi:nan +opt_step:73120 lr:0.000133 clip_eps:0.1 entropy:0.5577 +2026-01-08 14:00:09 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2558.17 total_reward_ma:2346.22 loss:0.06222 fps:1318 +frame:4.69e+06 wall_t:3558 t:293125 epi:nan +opt_step:73280 lr:0.0001328 clip_eps:0.1 entropy:0.5206 +2026-01-08 14:00:17 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2544.62 total_reward_ma:2349.08 loss:0.05741 fps:1318 +frame:4.70e+06 wall_t:3566 t:293750 epi:nan +opt_step:73408 lr:0.0001325 clip_eps:0.1 entropy:0.5438 +2026-01-08 14:00:24 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2531.05 total_reward_ma:2351.75 loss:0.02995 fps:1318 +frame:4.71e+06 wall_t:3573 t:294375 epi:nan +opt_step:73568 lr:0.0001323 clip_eps:0.1 entropy:0.581 +2026-01-08 14:00:31 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2547.33 total_reward_ma:2354.70 loss:0.02966 fps:1318 +frame:4.72e+06 wall_t:3580 t:295000 epi:nan +opt_step:73728 lr:0.000132 clip_eps:0.1 entropy:0.4973 +2026-01-08 14:00:38 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2504.52 total_reward_ma:2357.21 loss:0.04044 fps:1319 +frame:4.73e+06 wall_t:3587 t:295625 epi:nan +opt_step:73888 lr:0.0001318 clip_eps:0.1 entropy:0.4741 +2026-01-08 14:00:46 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2514.91 total_reward_ma:2359.33 loss:0.03646 fps:1318 +frame:4.74e+06 wall_t:3595 t:296250 epi:nan +opt_step:74048 lr:0.0001315 clip_eps:0.1 entropy:0.5554 +2026-01-08 14:00:53 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2502.93 total_reward_ma:2361.36 loss:0.02796 fps:1319 +frame:4.75e+06 wall_t:3602 t:296875 epi:nan +opt_step:74208 lr:0.0001313 clip_eps:0.1 entropy:0.5546 +2026-01-08 14:01:01 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2477.04 total_reward_ma:2362.80 loss:0.01437 fps:1319 +frame:4.76e+06 wall_t:3610 t:297500 epi:nan +opt_step:74368 lr:0.000131 clip_eps:0.1 entropy:0.5709 +2026-01-08 14:01:08 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2495.28 total_reward_ma:2364.89 loss:0.05355 fps:1319 +frame:4.77e+06 wall_t:3617 t:298125 epi:nan +opt_step:74528 lr:0.0001308 clip_eps:0.1 entropy:0.5302 +2026-01-08 14:01:15 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2504.97 total_reward_ma:2366.85 loss:0.03668 fps:1319 +frame:4.78e+06 wall_t:3624 t:298750 epi:nan +opt_step:74656 lr:0.0001306 clip_eps:0.1 entropy:0.5399 +2026-01-08 14:01:23 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2512.30 total_reward_ma:2369.01 loss:0.01515 fps:1319 +frame:4.79e+06 wall_t:3632 t:299375 epi:nan +opt_step:74816 lr:0.0001303 clip_eps:0.1 entropy:0.5879 +2026-01-08 14:01:30 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2502.76 total_reward_ma:2371.38 loss:0.004636 fps:1319 +frame:4.80e+06 wall_t:3640 t:300000 epi:nan +opt_step:74976 lr:0.00013 clip_eps:0.1 entropy:0.574 +2026-01-08 14:01:38 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2543.79 total_reward_ma:2374.26 loss:0.006982 fps:1319 +frame:4.81e+06 wall_t:3647 t:300625 epi:nan +opt_step:75136 lr:0.0001298 clip_eps:0.1 entropy:0.5642 +2026-01-08 14:01:45 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2556.14 total_reward_ma:2377.45 loss:0.03412 fps:1319 +frame:4.82e+06 wall_t:3655 t:301250 epi:nan +opt_step:75296 lr:0.0001295 clip_eps:0.1 entropy:0.6009 +2026-01-08 14:01:53 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2576.37 total_reward_ma:2380.68 loss:0.0142 fps:1319 +frame:4.83e+06 wall_t:3663 t:301875 epi:nan +opt_step:75456 lr:0.0001293 clip_eps:0.1 entropy:0.5893 +2026-01-08 14:02:01 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2554.47 total_reward_ma:2383.67 loss:0.02622 fps:1319 +frame:4.84e+06 wall_t:3670 t:302500 epi:nan +opt_step:75616 lr:0.000129 clip_eps:0.1 entropy:0.5786 +2026-01-08 14:02:08 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2558.32 total_reward_ma:2386.68 loss:0.0369 fps:1319 +frame:4.85e+06 wall_t:3677 t:303125 epi:nan +opt_step:75776 lr:0.0001288 clip_eps:0.1 entropy:0.5201 +2026-01-08 14:02:15 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2516.56 total_reward_ma:2389.31 loss:0.05193 fps:1319 +frame:4.86e+06 wall_t:3685 t:303750 epi:nan +opt_step:75936 lr:0.0001285 clip_eps:0.1 entropy:0.5653 +2026-01-08 14:02:22 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2537.67 total_reward_ma:2391.92 loss:0.03073 fps:1319 +frame:4.87e+06 wall_t:3691 t:304375 epi:nan +opt_step:76064 lr:0.0001283 clip_eps:0.1 entropy:0.5891 +2026-01-08 14:02:30 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2549.92 total_reward_ma:2394.85 loss:0.01626 fps:1319 +frame:4.88e+06 wall_t:3699 t:305000 epi:nan +opt_step:76224 lr:0.000128 clip_eps:0.1 entropy:0.5711 +2026-01-08 14:02:37 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2544.80 total_reward_ma:2397.90 loss:0.02183 fps:1319 +frame:4.89e+06 wall_t:3707 t:305625 epi:nan +opt_step:76384 lr:0.0001278 clip_eps:0.1 entropy:0.5467 +2026-01-08 14:02:46 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2593.25 total_reward_ma:2401.15 loss:0.04087 fps:1319 +frame:4.90e+06 wall_t:3715 t:306250 epi:nan +opt_step:76544 lr:0.0001275 clip_eps:0.1 entropy:0.5339 +2026-01-08 14:02:53 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2598.20 total_reward_ma:2404.20 loss:0.03213 fps:1319 +frame:4.91e+06 wall_t:3722 t:306875 epi:nan +opt_step:76704 lr:0.0001273 clip_eps:0.1 entropy:0.5633 +2026-01-08 14:03:01 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2582.90 total_reward_ma:2407.11 loss:0.005656 fps:1319 +frame:4.92e+06 wall_t:3730 t:307500 epi:nan +opt_step:76864 lr:0.000127 clip_eps:0.1 entropy:0.5861 +2026-01-08 14:03:08 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2576.10 total_reward_ma:2410.33 loss:0.02671 fps:1319 +frame:4.93e+06 wall_t:3738 t:308125 epi:nan +opt_step:77024 lr:0.0001268 clip_eps:0.1 entropy:0.5738 +2026-01-08 14:03:15 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2609.57 total_reward_ma:2413.78 loss:0.06532 fps:1319 +frame:4.94e+06 wall_t:3745 t:308750 epi:nan +opt_step:77184 lr:0.0001265 clip_eps:0.1 entropy:0.5376 +2026-01-08 14:03:22 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2626.42 total_reward_ma:2417.33 loss:0.03106 fps:1319 +frame:4.95e+06 wall_t:3752 t:309375 epi:nan +opt_step:77312 lr:0.0001263 clip_eps:0.1 entropy:0.5324 +2026-01-08 14:03:32 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2629.55 total_reward_ma:2421.05 loss:0.03337 fps:1319 +frame:4.96e+06 wall_t:3761 t:310000 epi:nan +opt_step:77472 lr:0.000126 clip_eps:0.1 entropy:0.4837 +2026-01-08 14:03:39 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2631.79 total_reward_ma:2425.20 loss:0.04939 fps:1319 +frame:4.97e+06 wall_t:3768 t:310625 epi:nan +opt_step:77632 lr:0.0001258 clip_eps:0.1 entropy:0.5737 +2026-01-08 14:03:48 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2630.56 total_reward_ma:2429.27 loss:0.03911 fps:1319 +frame:4.98e+06 wall_t:3777 t:311250 epi:nan +opt_step:77792 lr:0.0001255 clip_eps:0.1 entropy:0.4925 +2026-01-08 14:03:56 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2630.56 total_reward_ma:2433.08 loss:0.0473 fps:1318 +frame:4.99e+06 wall_t:3785 t:311875 epi:nan +opt_step:77952 lr:0.0001253 clip_eps:0.1 entropy:0.5448 +2026-01-08 14:04:03 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2645.55 total_reward_ma:2437.25 loss:0.02289 fps:1319 +frame:5.00e+06 wall_t:3792 t:312500 epi:nan +opt_step:78112 lr:0.000125 clip_eps:0.1 entropy:0.5641 +2026-01-08 14:04:12 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2636.55 total_reward_ma:2441.28 loss:0.04346 fps:1318 +frame:5.01e+06 wall_t:3801 t:313125 epi:nan +opt_step:78272 lr:0.0001248 clip_eps:0.1 entropy:0.4941 +2026-01-08 14:04:20 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2633.07 total_reward_ma:2445.23 loss:0.03856 fps:1318 +frame:5.02e+06 wall_t:3809 t:313750 epi:nan +opt_step:78432 lr:0.0001245 clip_eps:0.1 entropy:0.5525 +2026-01-08 14:04:27 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2623.69 total_reward_ma:2448.53 loss:0.00843 fps:1318 +frame:5.03e+06 wall_t:3817 t:314375 epi:nan +opt_step:78592 lr:0.0001243 clip_eps:0.1 entropy:0.4969 +2026-01-08 14:04:34 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2601.49 total_reward_ma:2452.01 loss:0.03972 fps:1318 +frame:5.04e+06 wall_t:3823 t:315000 epi:nan +opt_step:78720 lr:0.000124 clip_eps:0.1 entropy:0.5184 +2026-01-08 14:04:42 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2613.53 total_reward_ma:2455.83 loss:0.02998 fps:1318 +frame:5.05e+06 wall_t:3831 t:315625 epi:nan +opt_step:78880 lr:0.0001238 clip_eps:0.1 entropy:0.5584 +2026-01-08 14:04:49 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2623.29 total_reward_ma:2459.62 loss:0.01877 fps:1318 +frame:5.06e+06 wall_t:3838 t:316250 epi:nan +opt_step:79040 lr:0.0001235 clip_eps:0.1 entropy:0.5508 +2026-01-08 14:04:57 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2635.57 total_reward_ma:2463.58 loss:0.0295 fps:1318 +frame:5.07e+06 wall_t:3846 t:316875 epi:nan +opt_step:79200 lr:0.0001233 clip_eps:0.1 entropy:0.5654 +2026-01-08 14:05:06 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2674.62 total_reward_ma:2467.94 loss:0.03606 fps:1318 +frame:5.08e+06 wall_t:3855 t:317500 epi:nan +opt_step:79360 lr:0.000123 clip_eps:0.1 entropy:0.5616 +2026-01-08 14:05:13 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2663.01 total_reward_ma:2472.13 loss:0.0365 fps:1318 +frame:5.09e+06 wall_t:3863 t:318125 epi:nan +opt_step:79520 lr:0.0001228 clip_eps:0.1 entropy:0.5766 +2026-01-08 14:05:21 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2641.87 total_reward_ma:2476.25 loss:0.0768 fps:1317 +frame:5.10e+06 wall_t:3871 t:318750 epi:nan +opt_step:79680 lr:0.0001225 clip_eps:0.1 entropy:0.5261 +2026-01-08 14:05:29 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2585.69 total_reward_ma:2479.55 loss:0.03364 fps:1318 +frame:5.11e+06 wall_t:3878 t:319375 epi:nan +opt_step:79840 lr:0.0001223 clip_eps:0.1 entropy:0.5855 +2026-01-08 14:05:36 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2540.06 total_reward_ma:2482.32 loss:0.01489 fps:1318 +frame:5.12e+06 wall_t:3886 t:320000 epi:nan +opt_step:80000 lr:0.000122 clip_eps:0.1 entropy:0.603 +2026-01-08 14:05:43 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2543.74 total_reward_ma:2485.04 loss:0.02048 fps:1318 +frame:5.13e+06 wall_t:3893 t:320625 epi:nan +opt_step:80128 lr:0.0001218 clip_eps:0.1 entropy:0.596 +2026-01-08 14:05:51 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2524.13 total_reward_ma:2487.09 loss:0.03388 fps:1318 +frame:5.14e+06 wall_t:3900 t:321250 epi:nan +opt_step:80288 lr:0.0001215 clip_eps:0.1 entropy:0.549 +2026-01-08 14:05:59 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2508.68 total_reward_ma:2488.93 loss:0.01574 fps:1318 +frame:5.15e+06 wall_t:3908 t:321875 epi:nan +opt_step:80448 lr:0.0001213 clip_eps:0.1 entropy:0.5743 +2026-01-08 14:06:07 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2531.26 total_reward_ma:2491.05 loss:0.007109 fps:1318 +frame:5.16e+06 wall_t:3916 t:322500 epi:nan +opt_step:80608 lr:0.000121 clip_eps:0.1 entropy:0.5282 +2026-01-08 14:06:14 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2540.07 total_reward_ma:2492.82 loss:0.02302 fps:1318 +frame:5.17e+06 wall_t:3924 t:323125 epi:nan +opt_step:80768 lr:0.0001208 clip_eps:0.1 entropy:0.5531 +2026-01-08 14:06:22 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2553.49 total_reward_ma:2494.74 loss:0.02777 fps:1317 +frame:5.18e+06 wall_t:3932 t:323750 epi:nan +opt_step:80928 lr:0.0001205 clip_eps:0.1 entropy:0.5725 +2026-01-08 14:06:31 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2594.51 total_reward_ma:2497.09 loss:0.02242 fps:1317 +frame:5.19e+06 wall_t:3940 t:324375 epi:nan +opt_step:81088 lr:0.0001203 clip_eps:0.1 entropy:0.5159 +2026-01-08 14:06:38 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2578.32 total_reward_ma:2499.01 loss:0.01995 fps:1317 +frame:5.20e+06 wall_t:3948 t:325000 epi:nan +opt_step:81248 lr:0.00012 clip_eps:0.1 entropy:0.5666 +2026-01-08 14:06:45 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2599.28 total_reward_ma:2501.45 loss:0.01018 fps:1317 +frame:5.21e+06 wall_t:3955 t:325625 epi:nan +opt_step:81376 lr:0.0001198 clip_eps:0.1 entropy:0.5891 +2026-01-08 14:06:53 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2614.60 total_reward_ma:2504.41 loss:0.02093 fps:1318 +frame:5.22e+06 wall_t:3962 t:326250 epi:nan +opt_step:81536 lr:0.0001195 clip_eps:0.1 entropy:0.6426 +2026-01-08 14:07:00 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2610.10 total_reward_ma:2507.19 loss:0.04617 fps:1318 +frame:5.23e+06 wall_t:3969 t:326875 epi:nan +opt_step:81696 lr:0.0001193 clip_eps:0.1 entropy:0.5307 +2026-01-08 14:07:09 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2619.84 total_reward_ma:2510.15 loss:0.03674 fps:1317 +frame:5.24e+06 wall_t:3978 t:327500 epi:nan +opt_step:81856 lr:0.000119 clip_eps:0.1 entropy:0.5773 +2026-01-08 14:07:17 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2642.90 total_reward_ma:2513.09 loss:0.02717 fps:1317 +frame:5.25e+06 wall_t:3986 t:328125 epi:nan +opt_step:82016 lr:0.0001188 clip_eps:0.1 entropy:0.538 +2026-01-08 14:07:24 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2652.14 total_reward_ma:2516.15 loss:0.02559 fps:1317 +frame:5.26e+06 wall_t:3993 t:328750 epi:nan +opt_step:82176 lr:0.0001185 clip_eps:0.1 entropy:0.5689 +2026-01-08 14:07:32 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2665.05 total_reward_ma:2519.35 loss:0.02382 fps:1317 +frame:5.27e+06 wall_t:4001 t:329375 epi:nan +opt_step:82336 lr:0.0001183 clip_eps:0.1 entropy:0.5051 +2026-01-08 14:07:39 | INFO | PID:1647 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam85_assault_t0_s0 [train] +total_reward:2673.96 total_reward_ma:2522.50 loss:0.01815 fps:1317 +frame:5.28e+06 wall_t:4009 t:330000 epi:nan +opt_step:82496 lr:0.000118 clip_eps:0.1 entropy:0.6149 diff --git a/data/ppo_atari_lam85_assault_2026_01_08_130044/log/ppo_atari_lam85_assault_t0_s1.log b/data/ppo_atari_lam85_assault_2026_01_08_130044/log/ppo_atari_lam85_assault_t0_s1.log new file mode 100644 index 0000000000000000000000000000000000000000..05ca6a0f17e9436132b5e98e8d1e474d3ea4e84e --- /dev/null +++ b/data/ppo_atari_lam85_assault_2026_01_08_130044/log/ppo_atari_lam85_assault_t0_s1.log @@ -0,0 +1,4002 @@ +2026-01-08 13:00:48 | INFO | PID:1648 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-08 13:01:18 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:229.50 total_reward_ma:229.50 loss:-0.02086 fps:370.4 +frame:1.00e+04 wall_t:27 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:1.914 +2026-01-08 13:01:25 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:248.38 total_reward_ma:238.94 loss:-0.01997 fps:588.2 +frame:2.00e+04 wall_t:34 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:1.892 +2026-01-08 13:01:30 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:264.51 total_reward_ma:247.46 loss:-0.0222 fps:750 +frame:3.00e+04 wall_t:40 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:1.863 +2026-01-08 13:01:37 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:274.31 total_reward_ma:254.18 loss:-0.01843 fps:851.1 +frame:4.00e+04 wall_t:47 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:1.807 +2026-01-08 13:01:44 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:280.43 total_reward_ma:259.43 loss:-0.01916 fps:925.9 +frame:5.00e+04 wall_t:54 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:1.708 +2026-01-08 13:01:51 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:284.24 total_reward_ma:263.56 loss:-0.02177 fps:1000 +frame:6.00e+04 wall_t:60 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:1.745 +2026-01-08 13:01:58 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:300.51 total_reward_ma:268.84 loss:-0.0242 fps:1045 +frame:7.00e+04 wall_t:67 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:1.696 +2026-01-08 13:02:05 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:302.61 total_reward_ma:273.06 loss:-0.02035 fps:1081 +frame:8.00e+04 wall_t:74 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:1.691 +2026-01-08 13:02:12 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:314.79 total_reward_ma:277.70 loss:-0.01917 fps:1111 +frame:9.00e+04 wall_t:81 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:1.688 +2026-01-08 13:02:19 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:325.08 total_reward_ma:282.44 loss:-0.01602 fps:1136 +frame:1.00e+05 wall_t:88 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:1.673 +2026-01-08 13:02:26 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:325.29 total_reward_ma:286.33 loss:-0.01978 fps:1158 +frame:1.10e+05 wall_t:95 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:1.679 +2026-01-08 13:02:34 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:331.59 total_reward_ma:290.10 loss:-0.02565 fps:1165 +frame:1.20e+05 wall_t:103 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:1.673 +2026-01-08 13:02:40 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:332.01 total_reward_ma:293.33 loss:-0.02286 fps:1182 +frame:1.30e+05 wall_t:110 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:1.677 +2026-01-08 13:02:48 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:341.25 total_reward_ma:296.75 loss:-0.01578 fps:1197 +frame:1.40e+05 wall_t:117 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:1.661 +2026-01-08 13:02:56 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:340.41 total_reward_ma:299.66 loss:-0.02017 fps:1200 +frame:1.50e+05 wall_t:125 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:1.616 +2026-01-08 13:03:03 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:338.52 total_reward_ma:302.09 loss:-0.02692 fps:1203 +frame:1.60e+05 wall_t:133 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:1.628 +2026-01-08 13:03:11 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:353.01 total_reward_ma:305.08 loss:-0.02354 fps:1214 +frame:1.70e+05 wall_t:140 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:1.559 +2026-01-08 13:03:18 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:362.25 total_reward_ma:308.26 loss:-0.01022 fps:1224 +frame:1.80e+05 wall_t:147 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:1.54 +2026-01-08 13:03:26 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:369.60 total_reward_ma:311.49 loss:-0.01693 fps:1226 +frame:1.90e+05 wall_t:155 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:1.485 +2026-01-08 13:03:34 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:387.24 total_reward_ma:315.28 loss:-0.01379 fps:1220 +frame:2.00e+05 wall_t:164 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:1.449 +2026-01-08 13:03:43 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:400.47 total_reward_ma:319.33 loss:-0.01095 fps:1221 +frame:2.10e+05 wall_t:172 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:1.441 +2026-01-08 13:03:51 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:422.10 total_reward_ma:324.00 loss:-0.01463 fps:1215 +frame:2.20e+05 wall_t:181 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:1.385 +2026-01-08 13:04:00 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:434.70 total_reward_ma:328.82 loss:-0.01408 fps:1217 +frame:2.30e+05 wall_t:189 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:1.303 +2026-01-08 13:04:08 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:449.40 total_reward_ma:333.84 loss:-0.01371 fps:1218 +frame:2.40e+05 wall_t:197 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:1.34 +2026-01-08 13:04:16 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:475.23 total_reward_ma:339.50 loss:-0.01194 fps:1220 +frame:2.50e+05 wall_t:205 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:1.346 +2026-01-08 13:04:23 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:486.99 total_reward_ma:345.17 loss:-0.01115 fps:1221 +frame:2.60e+05 wall_t:213 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:1.305 +2026-01-08 13:04:31 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:497.90 total_reward_ma:350.83 loss:-0.01261 fps:1227 +frame:2.70e+05 wall_t:220 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:1.265 +2026-01-08 13:04:39 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:515.54 total_reward_ma:356.71 loss:-0.004476 fps:1228 +frame:2.80e+05 wall_t:228 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:1.174 +2026-01-08 13:04:46 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:539.58 total_reward_ma:363.02 loss:0.007066 fps:1234 +frame:2.90e+05 wall_t:235 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:1.173 +2026-01-08 13:04:53 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:553.96 total_reward_ma:369.38 loss:-0.01213 fps:1235 +frame:3.00e+05 wall_t:243 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:1.15 +2026-01-08 13:05:01 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:580.73 total_reward_ma:376.20 loss:-0.0006841 fps:1240 +frame:3.10e+05 wall_t:250 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:1.129 +2026-01-08 13:05:07 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:600.26 total_reward_ma:383.20 loss:-0.006737 fps:1245 +frame:3.20e+05 wall_t:257 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:1.053 +2026-01-08 13:05:14 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:623.36 total_reward_ma:390.48 loss:0.01328 fps:1250 +frame:3.30e+05 wall_t:264 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:1.124 +2026-01-08 13:05:22 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:645.39 total_reward_ma:397.97 loss:-0.002791 fps:1255 +frame:3.40e+05 wall_t:271 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:1.043 +2026-01-08 13:05:27 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:665.65 total_reward_ma:405.62 loss:0.0028 fps:1264 +frame:3.50e+05 wall_t:277 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:1.086 +2026-01-08 13:05:34 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:683.60 total_reward_ma:413.34 loss:-0.0008509 fps:1268 +frame:3.60e+05 wall_t:284 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:1.119 +2026-01-08 13:05:42 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:699.67 total_reward_ma:421.08 loss:0.001828 fps:1271 +frame:3.70e+05 wall_t:291 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:1.014 +2026-01-08 13:05:48 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:707.32 total_reward_ma:428.62 loss:-0.0004674 fps:1279 +frame:3.80e+05 wall_t:297 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:0.9523 +2026-01-08 13:05:55 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:716.46 total_reward_ma:436.00 loss:0.003711 fps:1283 +frame:3.90e+05 wall_t:304 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:1.064 +2026-01-08 13:06:02 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:719.08 total_reward_ma:443.07 loss:-0.006972 fps:1286 +frame:4.00e+05 wall_t:311 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:1.017 +2026-01-08 13:06:10 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:729.46 total_reward_ma:450.06 loss:0.003118 fps:1285 +frame:4.10e+05 wall_t:319 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:1.05 +2026-01-08 13:06:18 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:735.65 total_reward_ma:456.86 loss:0.00409 fps:1284 +frame:4.20e+05 wall_t:327 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:0.9771 +2026-01-08 13:06:24 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:751.08 total_reward_ma:463.70 loss:0.01591 fps:1287 +frame:4.30e+05 wall_t:334 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:1.033 +2026-01-08 13:06:33 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:762.52 total_reward_ma:470.49 loss:0.02266 fps:1287 +frame:4.40e+05 wall_t:342 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:1.096 +2026-01-08 13:06:39 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:766.62 total_reward_ma:477.07 loss:0.01105 fps:1289 +frame:4.50e+05 wall_t:349 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:1.005 +2026-01-08 13:06:47 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:777.85 total_reward_ma:483.61 loss:0.008877 fps:1292 +frame:4.60e+05 wall_t:356 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:0.9043 +2026-01-08 13:06:54 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:786.67 total_reward_ma:490.06 loss:0.0173 fps:1291 +frame:4.70e+05 wall_t:364 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:0.9391 +2026-01-08 13:07:02 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:803.48 total_reward_ma:496.59 loss:0.01505 fps:1294 +frame:4.80e+05 wall_t:371 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:0.8926 +2026-01-08 13:07:08 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:809.68 total_reward_ma:502.98 loss:0.01593 fps:1296 +frame:4.90e+05 wall_t:378 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:0.8342 +2026-01-08 13:07:15 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:810.22 total_reward_ma:509.12 loss:0.009242 fps:1299 +frame:5.00e+05 wall_t:385 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:0.8775 +2026-01-08 13:07:22 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:813.27 total_reward_ma:515.09 loss:-0.001366 fps:1301 +frame:5.10e+05 wall_t:392 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:0.8804 +2026-01-08 13:07:28 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:815.18 total_reward_ma:520.86 loss:0.01196 fps:1307 +frame:5.20e+05 wall_t:398 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:0.823 +2026-01-08 13:07:36 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:819.91 total_reward_ma:526.50 loss:0.03634 fps:1309 +frame:5.30e+05 wall_t:405 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:0.8886 +2026-01-08 13:07:43 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:824.63 total_reward_ma:532.02 loss:0.0125 fps:1308 +frame:5.40e+05 wall_t:413 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:0.9313 +2026-01-08 13:07:50 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:835.24 total_reward_ma:537.53 loss:0.004573 fps:1310 +frame:5.50e+05 wall_t:420 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:1.001 +2026-01-08 13:07:57 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:832.51 total_reward_ma:542.80 loss:0.01705 fps:1311 +frame:5.60e+05 wall_t:427 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:0.9158 +2026-01-08 13:08:05 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:835.87 total_reward_ma:547.94 loss:0.01719 fps:1313 +frame:5.70e+05 wall_t:434 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:1.007 +2026-01-08 13:08:12 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:834.40 total_reward_ma:552.88 loss:0.0004009 fps:1312 +frame:5.80e+05 wall_t:442 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:0.9083 +2026-01-08 13:08:19 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:833.04 total_reward_ma:557.63 loss:0.004969 fps:1314 +frame:5.90e+05 wall_t:449 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:0.9238 +2026-01-08 13:08:26 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:865.79 total_reward_ma:562.77 loss:0.01748 fps:1319 +frame:6.00e+05 wall_t:455 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:0.8542 +2026-01-08 13:08:33 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:891.72 total_reward_ma:568.16 loss:0.01699 fps:1320 +frame:6.10e+05 wall_t:462 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:0.9272 +2026-01-08 13:08:41 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:902.12 total_reward_ma:573.55 loss:0.004043 fps:1319 +frame:6.20e+05 wall_t:470 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:0.9087 +2026-01-08 13:08:48 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:941.18 total_reward_ma:579.38 loss:0.00962 fps:1318 +frame:6.30e+05 wall_t:478 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:0.8322 +2026-01-08 13:08:56 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:957.68 total_reward_ma:585.29 loss:0.02953 fps:1317 +frame:6.40e+05 wall_t:486 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:0.8383 +2026-01-08 13:09:03 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:957.47 total_reward_ma:591.02 loss:0.02793 fps:1318 +frame:6.50e+05 wall_t:493 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:0.9173 +2026-01-08 13:09:10 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:963.87 total_reward_ma:596.67 loss:0.01271 fps:1320 +frame:6.60e+05 wall_t:500 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:0.8103 +2026-01-08 13:09:18 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:967.86 total_reward_ma:602.21 loss:0.007273 fps:1321 +frame:6.70e+05 wall_t:507 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:0.7915 +2026-01-08 13:09:25 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:978.78 total_reward_ma:607.75 loss:0.03992 fps:1323 +frame:6.80e+05 wall_t:514 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:0.8257 +2026-01-08 13:09:31 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:983.19 total_reward_ma:613.19 loss:0.01196 fps:1327 +frame:6.90e+05 wall_t:520 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:0.8606 +2026-01-08 13:09:38 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:940.57 total_reward_ma:617.86 loss:0.008072 fps:1326 +frame:7.00e+05 wall_t:528 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:0.8261 +2026-01-08 13:09:45 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:938.37 total_reward_ma:622.38 loss:0.02478 fps:1327 +frame:7.10e+05 wall_t:535 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:0.839 +2026-01-08 13:09:53 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:906.13 total_reward_ma:626.32 loss:0.0462 fps:1328 +frame:7.20e+05 wall_t:542 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:0.9484 +2026-01-08 13:10:00 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:913.90 total_reward_ma:630.26 loss:0.01533 fps:1327 +frame:7.30e+05 wall_t:550 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:0.8962 +2026-01-08 13:10:08 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:891.32 total_reward_ma:633.79 loss:0.007934 fps:1329 +frame:7.40e+05 wall_t:557 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:0.8069 +2026-01-08 13:10:15 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:883.97 total_reward_ma:637.12 loss:0.002971 fps:1330 +frame:7.50e+05 wall_t:564 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:0.8905 +2026-01-08 13:10:22 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:883.35 total_reward_ma:640.36 loss:0.01456 fps:1331 +frame:7.60e+05 wall_t:571 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:0.8126 +2026-01-08 13:10:28 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:914.74 total_reward_ma:643.92 loss:0.008989 fps:1332 +frame:7.70e+05 wall_t:578 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:0.8677 +2026-01-08 13:10:35 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:969.13 total_reward_ma:648.09 loss:0.02132 fps:1336 +frame:7.80e+05 wall_t:584 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:0.8758 +2026-01-08 13:10:42 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:963.45 total_reward_ma:652.09 loss:0.02215 fps:1337 +frame:7.90e+05 wall_t:591 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:0.8431 +2026-01-08 13:10:50 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:965.85 total_reward_ma:656.01 loss:0.01156 fps:1336 +frame:8.00e+05 wall_t:599 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:0.8729 +2026-01-08 13:10:57 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:965.95 total_reward_ma:659.83 loss:0.009834 fps:1337 +frame:8.10e+05 wall_t:606 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:0.8571 +2026-01-08 13:11:04 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:966.89 total_reward_ma:663.58 loss:0.02741 fps:1338 +frame:8.20e+05 wall_t:613 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:0.9394 +2026-01-08 13:11:10 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:978.97 total_reward_ma:667.38 loss:0.00507 fps:1339 +frame:8.30e+05 wall_t:620 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:0.8182 +2026-01-08 13:11:17 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:999.03 total_reward_ma:671.33 loss:0.004736 fps:1340 +frame:8.40e+05 wall_t:627 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:0.9149 +2026-01-08 13:11:25 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1004.70 total_reward_ma:675.25 loss:0.01716 fps:1341 +frame:8.50e+05 wall_t:634 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:0.8826 +2026-01-08 13:11:31 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1032.73 total_reward_ma:679.41 loss:0.01559 fps:1344 +frame:8.60e+05 wall_t:640 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:0.8461 +2026-01-08 13:11:38 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1008.46 total_reward_ma:683.19 loss:0.0248 fps:1343 +frame:8.70e+05 wall_t:648 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:0.9211 +2026-01-08 13:11:46 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:984.51 total_reward_ma:686.61 loss:0.02283 fps:1344 +frame:8.80e+05 wall_t:655 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:0.9354 +2026-01-08 13:11:54 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:992.49 total_reward_ma:690.05 loss:0.0329 fps:1342 +frame:8.90e+05 wall_t:663 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:0.9186 +2026-01-08 13:12:01 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:999.41 total_reward_ma:693.49 loss:0.01984 fps:1341 +frame:9.00e+05 wall_t:671 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:0.8246 +2026-01-08 13:12:08 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1013.55 total_reward_ma:697.00 loss:0.0268 fps:1342 +frame:9.10e+05 wall_t:678 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:0.8808 +2026-01-08 13:12:16 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1012.79 total_reward_ma:700.44 loss:0.01443 fps:1343 +frame:9.20e+05 wall_t:685 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:0.8896 +2026-01-08 13:12:24 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1004.47 total_reward_ma:703.71 loss:0.0129 fps:1342 +frame:9.30e+05 wall_t:693 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:0.8671 +2026-01-08 13:12:31 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1014.52 total_reward_ma:707.01 loss:0.03452 fps:1343 +frame:9.40e+05 wall_t:700 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:0.897 +2026-01-08 13:12:37 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1013.35 total_reward_ma:710.24 loss:0.00636 fps:1344 +frame:9.50e+05 wall_t:707 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:0.9045 +2026-01-08 13:12:44 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1016.80 total_reward_ma:713.43 loss:0.03517 fps:1345 +frame:9.60e+05 wall_t:714 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:0.9661 +2026-01-08 13:12:51 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1014.77 total_reward_ma:716.54 loss:-0.00558 fps:1345 +frame:9.70e+05 wall_t:721 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:0.904 +2026-01-08 13:12:59 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1014.67 total_reward_ma:719.58 loss:0.003659 fps:1346 +frame:9.80e+05 wall_t:728 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:0.9151 +2026-01-08 13:13:06 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1020.52 total_reward_ma:722.62 loss:0.0009245 fps:1345 +frame:9.90e+05 wall_t:736 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:0.7613 +2026-01-08 13:13:13 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1050.85 total_reward_ma:725.90 loss:0.01048 fps:1348 +frame:1.00e+06 wall_t:742 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:0.8986 +2026-01-08 13:13:20 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1064.05 total_reward_ma:734.25 loss:0.01237 fps:1347 +frame:1.01e+06 wall_t:750 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:0.8775 +2026-01-08 13:13:28 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1112.01 total_reward_ma:742.88 loss:0.01098 fps:1347 +frame:1.02e+06 wall_t:757 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:0.9124 +2026-01-08 13:13:35 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1097.52 total_reward_ma:751.21 loss:0.01058 fps:1348 +frame:1.03e+06 wall_t:764 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:0.8858 +2026-01-08 13:13:41 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1161.34 total_reward_ma:760.08 loss:0.01384 fps:1349 +frame:1.04e+06 wall_t:771 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:0.8722 +2026-01-08 13:13:48 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1182.74 total_reward_ma:769.11 loss:0.0156 fps:1351 +frame:1.05e+06 wall_t:777 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:0.9001 +2026-01-08 13:13:55 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1230.95 total_reward_ma:778.57 loss:0.008496 fps:1352 +frame:1.06e+06 wall_t:784 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:0.8727 +2026-01-08 13:14:02 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1238.92 total_reward_ma:787.96 loss:0.005196 fps:1351 +frame:1.07e+06 wall_t:792 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:0.8827 +2026-01-08 13:14:09 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1282.25 total_reward_ma:797.75 loss:0.0123 fps:1352 +frame:1.08e+06 wall_t:799 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:0.8877 +2026-01-08 13:14:17 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1318.95 total_reward_ma:807.80 loss:0.02812 fps:1351 +frame:1.09e+06 wall_t:807 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:0.9137 +2026-01-08 13:14:26 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1300.46 total_reward_ma:817.55 loss:0.0102 fps:1350 +frame:1.10e+06 wall_t:815 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:0.8075 +2026-01-08 13:14:32 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1316.41 total_reward_ma:827.46 loss:0.008923 fps:1350 +frame:1.11e+06 wall_t:822 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:0.7763 +2026-01-08 13:14:40 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1353.37 total_reward_ma:837.68 loss:0.02159 fps:1351 +frame:1.12e+06 wall_t:829 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:0.8537 +2026-01-08 13:14:47 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1366.17 total_reward_ma:848.02 loss:0.01931 fps:1352 +frame:1.13e+06 wall_t:836 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:0.8128 +2026-01-08 13:14:54 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1382.12 total_reward_ma:858.43 loss:0.004633 fps:1352 +frame:1.14e+06 wall_t:843 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:0.7849 +2026-01-08 13:15:01 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1413.82 total_reward_ma:869.16 loss:0.02445 fps:1351 +frame:1.15e+06 wall_t:851 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:0.8785 +2026-01-08 13:15:08 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1388.53 total_reward_ma:879.66 loss:0.01739 fps:1354 +frame:1.16e+06 wall_t:857 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:0.8218 +2026-01-08 13:15:16 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1410.06 total_reward_ma:890.23 loss:0.02336 fps:1353 +frame:1.17e+06 wall_t:865 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:0.8347 +2026-01-08 13:15:23 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1398.94 total_reward_ma:900.60 loss:0.03189 fps:1352 +frame:1.18e+06 wall_t:873 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:0.8454 +2026-01-08 13:15:31 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1417.37 total_reward_ma:911.08 loss:0.02722 fps:1352 +frame:1.19e+06 wall_t:880 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:0.7627 +2026-01-08 13:15:37 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1413.12 total_reward_ma:921.34 loss:0.01068 fps:1353 +frame:1.20e+06 wall_t:887 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:0.7959 +2026-01-08 13:15:46 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1419.31 total_reward_ma:931.52 loss:0.024 fps:1352 +frame:1.21e+06 wall_t:895 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:0.8148 +2026-01-08 13:15:53 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1416.31 total_reward_ma:941.47 loss:0.01343 fps:1353 +frame:1.22e+06 wall_t:902 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:0.814 +2026-01-08 13:16:00 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1435.95 total_reward_ma:951.48 loss:0.05005 fps:1353 +frame:1.23e+06 wall_t:909 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:0.8074 +2026-01-08 13:16:07 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1456.75 total_reward_ma:961.55 loss:0.02897 fps:1354 +frame:1.24e+06 wall_t:916 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:0.7966 +2026-01-08 13:16:14 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1463.76 total_reward_ma:971.44 loss:0.01635 fps:1354 +frame:1.25e+06 wall_t:923 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:0.7598 +2026-01-08 13:16:21 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1486.55 total_reward_ma:981.43 loss:0.02348 fps:1355 +frame:1.26e+06 wall_t:930 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:0.8455 +2026-01-08 13:16:27 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1517.70 total_reward_ma:991.63 loss:0.01231 fps:1355 +frame:1.27e+06 wall_t:937 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:0.8768 +2026-01-08 13:16:35 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1526.46 total_reward_ma:1001.74 loss:0.02075 fps:1356 +frame:1.28e+06 wall_t:944 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:0.6685 +2026-01-08 13:16:41 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1528.37 total_reward_ma:1011.63 loss:0.03821 fps:1356 +frame:1.29e+06 wall_t:951 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:0.7822 +2026-01-08 13:16:48 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1533.17 total_reward_ma:1021.42 loss:0.02272 fps:1358 +frame:1.30e+06 wall_t:957 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:0.803 +2026-01-08 13:16:55 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1547.77 total_reward_ma:1031.09 loss:-0.002179 fps:1359 +frame:1.31e+06 wall_t:964 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:0.694 +2026-01-08 13:17:03 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1529.59 total_reward_ma:1040.38 loss:0.0035 fps:1358 +frame:1.32e+06 wall_t:972 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:0.7801 +2026-01-08 13:17:10 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1555.32 total_reward_ma:1049.70 loss:0.03684 fps:1357 +frame:1.33e+06 wall_t:980 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:0.7781 +2026-01-08 13:17:18 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1511.79 total_reward_ma:1058.37 loss:0.03573 fps:1358 +frame:1.34e+06 wall_t:987 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:0.7564 +2026-01-08 13:17:25 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1524.06 total_reward_ma:1066.95 loss:0.008862 fps:1357 +frame:1.35e+06 wall_t:995 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:0.803 +2026-01-08 13:17:33 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1600.86 total_reward_ma:1076.12 loss:0.01497 fps:1357 +frame:1.36e+06 wall_t:1002 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:0.7165 +2026-01-08 13:17:39 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1610.16 total_reward_ma:1085.23 loss:0.03177 fps:1359 +frame:1.37e+06 wall_t:1008 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:0.8015 +2026-01-08 13:17:47 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1613.16 total_reward_ma:1094.29 loss:0.0101 fps:1358 +frame:1.38e+06 wall_t:1016 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:0.7696 +2026-01-08 13:17:55 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1643.36 total_reward_ma:1103.56 loss:0.0241 fps:1357 +frame:1.39e+06 wall_t:1024 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:0.7528 +2026-01-08 13:18:02 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1673.18 total_reward_ma:1113.10 loss:0.03089 fps:1358 +frame:1.40e+06 wall_t:1031 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:0.7654 +2026-01-08 13:18:09 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1658.89 total_reward_ma:1122.39 loss:0.005616 fps:1358 +frame:1.41e+06 wall_t:1038 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:0.7664 +2026-01-08 13:18:16 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1645.34 total_reward_ma:1131.49 loss:0.008119 fps:1359 +frame:1.42e+06 wall_t:1045 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:0.7561 +2026-01-08 13:18:23 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1653.73 total_reward_ma:1140.52 loss:0.01865 fps:1359 +frame:1.43e+06 wall_t:1052 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:0.8042 +2026-01-08 13:18:30 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1657.39 total_reward_ma:1149.46 loss:0.03469 fps:1360 +frame:1.44e+06 wall_t:1059 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:0.8718 +2026-01-08 13:18:39 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1662.22 total_reward_ma:1158.42 loss:0.005652 fps:1358 +frame:1.45e+06 wall_t:1068 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:0.7684 +2026-01-08 13:18:46 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1708.07 total_reward_ma:1167.72 loss:0.02772 fps:1358 +frame:1.46e+06 wall_t:1075 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:0.6915 +2026-01-08 13:18:53 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1706.16 total_reward_ma:1176.92 loss:0.03806 fps:1357 +frame:1.47e+06 wall_t:1083 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:0.7048 +2026-01-08 13:19:00 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1718.42 total_reward_ma:1186.07 loss:0.03704 fps:1359 +frame:1.48e+06 wall_t:1089 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:0.7521 +2026-01-08 13:19:07 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1698.44 total_reward_ma:1194.95 loss:0.009901 fps:1359 +frame:1.49e+06 wall_t:1096 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:0.7817 +2026-01-08 13:19:13 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1706.40 total_reward_ma:1203.92 loss:0.01545 fps:1360 +frame:1.50e+06 wall_t:1103 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:0.6734 +2026-01-08 13:19:21 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1776.80 total_reward_ma:1213.55 loss:0.0202 fps:1360 +frame:1.51e+06 wall_t:1110 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:0.7718 +2026-01-08 13:19:29 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1810.99 total_reward_ma:1223.51 loss:0.02827 fps:1360 +frame:1.52e+06 wall_t:1118 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:0.7632 +2026-01-08 13:19:36 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1808.69 total_reward_ma:1233.40 loss:0.03326 fps:1359 +frame:1.53e+06 wall_t:1126 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:0.7259 +2026-01-08 13:19:43 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1833.77 total_reward_ma:1243.49 loss:0.006582 fps:1360 +frame:1.54e+06 wall_t:1132 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:0.6482 +2026-01-08 13:19:50 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1862.33 total_reward_ma:1253.76 loss:0.0164 fps:1361 +frame:1.55e+06 wall_t:1139 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:0.695 +2026-01-08 13:19:57 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1870.11 total_reward_ma:1264.14 loss:0.02247 fps:1361 +frame:1.56e+06 wall_t:1146 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:0.7389 +2026-01-08 13:20:04 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1938.17 total_reward_ma:1275.16 loss:0.03452 fps:1360 +frame:1.57e+06 wall_t:1154 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:0.6515 +2026-01-08 13:20:11 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1954.67 total_reward_ma:1286.36 loss:0.009298 fps:1362 +frame:1.58e+06 wall_t:1160 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:0.7347 +2026-01-08 13:20:19 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1972.38 total_reward_ma:1297.76 loss:0.04252 fps:1361 +frame:1.59e+06 wall_t:1168 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:0.7343 +2026-01-08 13:20:26 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:1982.66 total_reward_ma:1308.92 loss:0.046 fps:1362 +frame:1.60e+06 wall_t:1175 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:0.7216 +2026-01-08 13:20:33 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2025.53 total_reward_ma:1320.26 loss:0.008919 fps:1362 +frame:1.61e+06 wall_t:1182 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:0.7021 +2026-01-08 13:20:40 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2022.56 total_reward_ma:1331.47 loss:0.04636 fps:1362 +frame:1.62e+06 wall_t:1189 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:0.6743 +2026-01-08 13:20:46 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2020.12 total_reward_ma:1342.26 loss:0.01555 fps:1364 +frame:1.63e+06 wall_t:1195 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:0.678 +2026-01-08 13:20:53 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2049.57 total_reward_ma:1353.17 loss:0.02408 fps:1364 +frame:1.64e+06 wall_t:1202 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:0.6213 +2026-01-08 13:21:00 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2096.12 total_reward_ma:1364.56 loss:0.03583 fps:1365 +frame:1.65e+06 wall_t:1209 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:0.6168 +2026-01-08 13:21:07 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2135.03 total_reward_ma:1376.27 loss:0.03914 fps:1365 +frame:1.66e+06 wall_t:1216 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:0.6675 +2026-01-08 13:21:14 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2155.84 total_reward_ma:1388.15 loss:0.009527 fps:1365 +frame:1.67e+06 wall_t:1223 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:0.6314 +2026-01-08 13:21:21 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2186.61 total_reward_ma:1400.23 loss:0.01753 fps:1366 +frame:1.68e+06 wall_t:1230 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:0.588 +2026-01-08 13:21:28 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2212.69 total_reward_ma:1412.53 loss:0.01391 fps:1365 +frame:1.69e+06 wall_t:1238 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:0.6253 +2026-01-08 13:21:35 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2264.38 total_reward_ma:1425.76 loss:0.0534 fps:1365 +frame:1.70e+06 wall_t:1245 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:0.7082 +2026-01-08 13:21:41 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2231.63 total_reward_ma:1438.70 loss:0.02596 fps:1367 +frame:1.71e+06 wall_t:1251 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:0.712 +2026-01-08 13:21:48 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2209.88 total_reward_ma:1451.73 loss:0.04489 fps:1367 +frame:1.72e+06 wall_t:1258 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:0.7096 +2026-01-08 13:21:55 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2201.78 total_reward_ma:1464.61 loss:0.02835 fps:1369 +frame:1.73e+06 wall_t:1264 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:0.6711 +2026-01-08 13:22:02 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2178.16 total_reward_ma:1477.48 loss:0.02771 fps:1369 +frame:1.74e+06 wall_t:1271 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:0.7076 +2026-01-08 13:22:09 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2162.72 total_reward_ma:1490.27 loss:0.03141 fps:1369 +frame:1.75e+06 wall_t:1278 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:0.7537 +2026-01-08 13:22:16 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2142.51 total_reward_ma:1502.86 loss:0.03494 fps:1369 +frame:1.76e+06 wall_t:1286 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:0.6891 +2026-01-08 13:22:23 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2130.22 total_reward_ma:1515.02 loss:0.04176 fps:1369 +frame:1.77e+06 wall_t:1293 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:0.7255 +2026-01-08 13:22:31 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2165.55 total_reward_ma:1526.98 loss:0.07277 fps:1369 +frame:1.78e+06 wall_t:1300 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:0.7264 +2026-01-08 13:22:37 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2131.74 total_reward_ma:1538.66 loss:0.009905 fps:1370 +frame:1.79e+06 wall_t:1307 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:0.7693 +2026-01-08 13:22:44 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2131.44 total_reward_ma:1550.32 loss:0.01178 fps:1370 +frame:1.80e+06 wall_t:1314 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:0.7295 +2026-01-08 13:22:52 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2170.95 total_reward_ma:1562.37 loss:0.02148 fps:1369 +frame:1.81e+06 wall_t:1322 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:0.7571 +2026-01-08 13:23:00 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2184.56 total_reward_ma:1574.55 loss:0.03644 fps:1369 +frame:1.82e+06 wall_t:1329 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:0.7489 +2026-01-08 13:23:07 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2207.22 total_reward_ma:1586.83 loss:0.02698 fps:1369 +frame:1.83e+06 wall_t:1337 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:0.7652 +2026-01-08 13:23:16 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2232.83 total_reward_ma:1599.17 loss:0.03235 fps:1368 +frame:1.84e+06 wall_t:1345 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:0.7155 +2026-01-08 13:23:23 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2202.83 total_reward_ma:1611.15 loss:0.02413 fps:1367 +frame:1.85e+06 wall_t:1353 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:0.624 +2026-01-08 13:23:30 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2173.14 total_reward_ma:1622.55 loss:0.02818 fps:1368 +frame:1.86e+06 wall_t:1360 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:0.665 +2026-01-08 13:23:37 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2179.43 total_reward_ma:1634.26 loss:0.004969 fps:1369 +frame:1.87e+06 wall_t:1366 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:0.6945 +2026-01-08 13:23:43 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2186.55 total_reward_ma:1646.28 loss:0.05033 fps:1370 +frame:1.88e+06 wall_t:1372 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:0.7029 +2026-01-08 13:23:51 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2212.34 total_reward_ma:1658.48 loss:0.0342 fps:1370 +frame:1.89e+06 wall_t:1380 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:0.697 +2026-01-08 13:23:59 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2220.33 total_reward_ma:1670.69 loss:0.052 fps:1369 +frame:1.90e+06 wall_t:1388 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:0.7282 +2026-01-08 13:24:06 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2235.99 total_reward_ma:1682.91 loss:0.04101 fps:1369 +frame:1.91e+06 wall_t:1395 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:0.7227 +2026-01-08 13:24:13 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2226.89 total_reward_ma:1695.05 loss:0.005396 fps:1369 +frame:1.92e+06 wall_t:1402 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:0.7111 +2026-01-08 13:24:19 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2232.78 total_reward_ma:1707.34 loss:0.007571 fps:1370 +frame:1.93e+06 wall_t:1409 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:0.7506 +2026-01-08 13:24:27 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2213.52 total_reward_ma:1719.33 loss:0.02489 fps:1370 +frame:1.94e+06 wall_t:1416 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:0.7463 +2026-01-08 13:24:33 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2200.73 total_reward_ma:1731.20 loss:0.03755 fps:1370 +frame:1.95e+06 wall_t:1423 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:0.7084 +2026-01-08 13:24:41 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2185.32 total_reward_ma:1742.89 loss:0.008295 fps:1371 +frame:1.96e+06 wall_t:1430 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:0.7356 +2026-01-08 13:24:47 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2168.99 total_reward_ma:1754.43 loss:0.02865 fps:1372 +frame:1.97e+06 wall_t:1436 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:0.6615 +2026-01-08 13:24:55 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2183.01 total_reward_ma:1766.11 loss:0.007671 fps:1371 +frame:1.98e+06 wall_t:1444 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:0.6965 +2026-01-08 13:25:01 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2205.03 total_reward_ma:1777.96 loss:0.03604 fps:1371 +frame:1.99e+06 wall_t:1451 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:0.7207 +2026-01-08 13:25:08 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2145.29 total_reward_ma:1788.90 loss:0.04062 fps:1372 +frame:2.00e+06 wall_t:1458 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:0.6404 +2026-01-08 13:25:16 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2151.80 total_reward_ma:1799.78 loss:0.01514 fps:1372 +frame:2.01e+06 wall_t:1465 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:0.7546 +2026-01-08 13:25:24 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2129.46 total_reward_ma:1809.95 loss:0.02078 fps:1371 +frame:2.02e+06 wall_t:1473 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:0.7097 +2026-01-08 13:25:31 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2123.48 total_reward_ma:1820.21 loss:0.03194 fps:1372 +frame:2.03e+06 wall_t:1480 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:0.6809 +2026-01-08 13:25:38 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2170.09 total_reward_ma:1830.30 loss:0.02777 fps:1371 +frame:2.04e+06 wall_t:1488 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:0.6764 +2026-01-08 13:25:45 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2167.46 total_reward_ma:1840.15 loss:0.03818 fps:1372 +frame:2.05e+06 wall_t:1494 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:0.7348 +2026-01-08 13:25:52 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2162.53 total_reward_ma:1849.46 loss:0.02031 fps:1372 +frame:2.06e+06 wall_t:1502 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:0.7268 +2026-01-08 13:25:59 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2138.21 total_reward_ma:1858.46 loss:0.00275 fps:1373 +frame:2.07e+06 wall_t:1508 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:0.5981 +2026-01-08 13:26:06 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2118.73 total_reward_ma:1866.82 loss:0.02361 fps:1373 +frame:2.08e+06 wall_t:1515 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:0.6787 +2026-01-08 13:26:12 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2080.63 total_reward_ma:1874.44 loss:0.02343 fps:1373 +frame:2.09e+06 wall_t:1522 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:0.6514 +2026-01-08 13:26:19 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2070.49 total_reward_ma:1882.14 loss:0.02717 fps:1373 +frame:2.10e+06 wall_t:1529 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:0.7162 +2026-01-08 13:26:26 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2124.43 total_reward_ma:1890.22 loss:0.0144 fps:1374 +frame:2.11e+06 wall_t:1536 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:0.706 +2026-01-08 13:26:34 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2139.64 total_reward_ma:1898.08 loss:0.01294 fps:1374 +frame:2.12e+06 wall_t:1543 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:0.7282 +2026-01-08 13:26:42 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2184.49 total_reward_ma:1906.26 loss:0.01486 fps:1373 +frame:2.13e+06 wall_t:1551 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:0.6803 +2026-01-08 13:26:48 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2221.80 total_reward_ma:1914.66 loss:0.0118 fps:1374 +frame:2.14e+06 wall_t:1558 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:0.6648 +2026-01-08 13:26:55 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2237.42 total_reward_ma:1922.90 loss:0.04643 fps:1375 +frame:2.15e+06 wall_t:1564 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:0.6674 +2026-01-08 13:27:03 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2254.19 total_reward_ma:1931.55 loss:0.06262 fps:1374 +frame:2.16e+06 wall_t:1572 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:0.7335 +2026-01-08 13:27:09 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2295.24 total_reward_ma:1940.41 loss:0.003049 fps:1375 +frame:2.17e+06 wall_t:1578 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:0.6306 +2026-01-08 13:27:16 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2310.45 total_reward_ma:1949.52 loss:0.01558 fps:1375 +frame:2.18e+06 wall_t:1585 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:0.6401 +2026-01-08 13:27:23 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2271.42 total_reward_ma:1958.06 loss:0.01102 fps:1376 +frame:2.19e+06 wall_t:1592 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:0.6492 +2026-01-08 13:27:29 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2267.97 total_reward_ma:1966.61 loss:0.04145 fps:1376 +frame:2.20e+06 wall_t:1599 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:0.6395 +2026-01-08 13:27:36 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2278.36 total_reward_ma:1975.20 loss:0.02768 fps:1376 +frame:2.21e+06 wall_t:1606 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:0.5718 +2026-01-08 13:27:43 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2277.98 total_reward_ma:1983.82 loss:0.02418 fps:1377 +frame:2.22e+06 wall_t:1612 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:0.6017 +2026-01-08 13:27:50 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2263.72 total_reward_ma:1992.09 loss:0.004404 fps:1377 +frame:2.23e+06 wall_t:1619 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:0.6482 +2026-01-08 13:27:57 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2229.79 total_reward_ma:1999.82 loss:0.04391 fps:1378 +frame:2.24e+06 wall_t:1626 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:0.6011 +2026-01-08 13:28:05 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2202.21 total_reward_ma:2007.21 loss:0.03997 fps:1377 +frame:2.25e+06 wall_t:1634 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:0.7121 +2026-01-08 13:28:13 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2218.59 total_reward_ma:2014.53 loss:0.01381 fps:1376 +frame:2.26e+06 wall_t:1642 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:0.6388 +2026-01-08 13:28:20 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2217.79 total_reward_ma:2021.53 loss:0.01552 fps:1377 +frame:2.27e+06 wall_t:1649 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:0.6227 +2026-01-08 13:28:27 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2250.34 total_reward_ma:2028.77 loss:0.01394 fps:1377 +frame:2.28e+06 wall_t:1656 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:0.638 +2026-01-08 13:28:34 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2301.05 total_reward_ma:2036.50 loss:0.04609 fps:1376 +frame:2.29e+06 wall_t:1664 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:0.696 +2026-01-08 13:28:42 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2327.06 total_reward_ma:2044.44 loss:0.0219 fps:1376 +frame:2.30e+06 wall_t:1671 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:0.61 +2026-01-08 13:28:48 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2325.61 total_reward_ma:2052.21 loss:0.01775 fps:1377 +frame:2.31e+06 wall_t:1678 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:0.6002 +2026-01-08 13:28:56 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2299.68 total_reward_ma:2059.91 loss:0.004082 fps:1377 +frame:2.32e+06 wall_t:1685 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:0.6065 +2026-01-08 13:29:03 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2284.07 total_reward_ma:2067.20 loss:0.05482 fps:1377 +frame:2.33e+06 wall_t:1692 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:0.6648 +2026-01-08 13:29:10 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2264.38 total_reward_ma:2074.73 loss:0.02565 fps:1377 +frame:2.34e+06 wall_t:1699 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:0.6519 +2026-01-08 13:29:17 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2231.47 total_reward_ma:2081.80 loss:0.02655 fps:1377 +frame:2.35e+06 wall_t:1706 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:0.7098 +2026-01-08 13:29:23 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2221.99 total_reward_ma:2088.01 loss:0.02912 fps:1379 +frame:2.36e+06 wall_t:1712 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:0.6805 +2026-01-08 13:29:31 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2222.83 total_reward_ma:2094.14 loss:0.04887 fps:1378 +frame:2.37e+06 wall_t:1720 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:0.6551 +2026-01-08 13:29:39 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2205.84 total_reward_ma:2100.07 loss:0.04114 fps:1377 +frame:2.38e+06 wall_t:1728 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:0.6559 +2026-01-08 13:29:45 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2211.17 total_reward_ma:2105.74 loss:0.004522 fps:1378 +frame:2.39e+06 wall_t:1734 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:0.6055 +2026-01-08 13:29:51 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2245.26 total_reward_ma:2111.47 loss:0.02982 fps:1379 +frame:2.40e+06 wall_t:1741 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:0.6287 +2026-01-08 13:29:59 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2236.88 total_reward_ma:2117.25 loss:0.04207 fps:1379 +frame:2.41e+06 wall_t:1748 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:0.6178 +2026-01-08 13:30:06 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2262.88 total_reward_ma:2123.42 loss:-0.001727 fps:1379 +frame:2.42e+06 wall_t:1755 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:0.6177 +2026-01-08 13:30:13 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2277.79 total_reward_ma:2129.66 loss:0.03115 fps:1379 +frame:2.43e+06 wall_t:1762 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:0.621 +2026-01-08 13:30:20 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2282.08 total_reward_ma:2135.91 loss:0.01596 fps:1379 +frame:2.44e+06 wall_t:1769 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:0.6453 +2026-01-08 13:30:28 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2307.71 total_reward_ma:2142.36 loss:0.03848 fps:1379 +frame:2.45e+06 wall_t:1777 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:0.6428 +2026-01-08 13:30:36 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2334.04 total_reward_ma:2148.62 loss:0.04508 fps:1378 +frame:2.46e+06 wall_t:1785 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:0.6427 +2026-01-08 13:30:45 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2328.16 total_reward_ma:2154.84 loss:0.02429 fps:1377 +frame:2.47e+06 wall_t:1794 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:0.5769 +2026-01-08 13:30:52 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2337.45 total_reward_ma:2161.03 loss:0.03269 fps:1376 +frame:2.48e+06 wall_t:1802 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:0.6661 +2026-01-08 13:30:59 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2337.45 total_reward_ma:2167.42 loss:0.01515 fps:1376 +frame:2.49e+06 wall_t:1809 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:0.7299 +2026-01-08 13:31:07 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2339.73 total_reward_ma:2173.76 loss:0.024 fps:1377 +frame:2.50e+06 wall_t:1816 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:0.5592 +2026-01-08 13:31:14 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2332.62 total_reward_ma:2179.32 loss:0.01977 fps:1376 +frame:2.51e+06 wall_t:1824 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:0.6414 +2026-01-08 13:31:22 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2366.41 total_reward_ma:2184.87 loss:0.03533 fps:1376 +frame:2.52e+06 wall_t:1831 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:0.5534 +2026-01-08 13:31:29 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2347.40 total_reward_ma:2190.26 loss:-0.01037 fps:1376 +frame:2.53e+06 wall_t:1839 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:0.6498 +2026-01-08 13:31:37 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2344.40 total_reward_ma:2195.36 loss:0.02473 fps:1376 +frame:2.54e+06 wall_t:1846 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:0.6166 +2026-01-08 13:31:44 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2348.72 total_reward_ma:2200.23 loss:0.03588 fps:1376 +frame:2.55e+06 wall_t:1853 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:0.6231 +2026-01-08 13:31:52 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2384.60 total_reward_ma:2205.37 loss:0.0383 fps:1376 +frame:2.56e+06 wall_t:1861 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:0.6487 +2026-01-08 13:31:58 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2441.89 total_reward_ma:2210.41 loss:0.0241 fps:1377 +frame:2.57e+06 wall_t:1867 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:0.6809 +2026-01-08 13:32:05 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2431.10 total_reward_ma:2215.17 loss:0.03842 fps:1377 +frame:2.58e+06 wall_t:1874 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:0.5999 +2026-01-08 13:32:13 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2453.83 total_reward_ma:2219.99 loss:0.03413 fps:1376 +frame:2.59e+06 wall_t:1882 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:0.6458 +2026-01-08 13:32:20 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2474.92 total_reward_ma:2224.91 loss:0.03305 fps:1376 +frame:2.60e+06 wall_t:1890 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:0.6897 +2026-01-08 13:32:28 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2503.00 total_reward_ma:2229.68 loss:0.006352 fps:1376 +frame:2.61e+06 wall_t:1897 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:0.6831 +2026-01-08 13:32:35 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2529.47 total_reward_ma:2234.75 loss:0.002805 fps:1376 +frame:2.62e+06 wall_t:1904 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:0.6732 +2026-01-08 13:32:42 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2548.59 total_reward_ma:2240.04 loss:0.04234 fps:1376 +frame:2.63e+06 wall_t:1911 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:0.6914 +2026-01-08 13:32:49 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2553.86 total_reward_ma:2245.08 loss:0.01704 fps:1376 +frame:2.64e+06 wall_t:1918 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:0.6645 +2026-01-08 13:32:55 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2596.04 total_reward_ma:2250.08 loss:0.04875 fps:1377 +frame:2.65e+06 wall_t:1925 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:0.667 +2026-01-08 13:33:03 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2596.04 total_reward_ma:2254.69 loss:0.0155 fps:1377 +frame:2.66e+06 wall_t:1932 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:0.6302 +2026-01-08 13:33:10 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2626.47 total_reward_ma:2259.40 loss:0.02922 fps:1376 +frame:2.67e+06 wall_t:1940 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:0.6636 +2026-01-08 13:33:18 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2627.78 total_reward_ma:2263.81 loss:0.04169 fps:1376 +frame:2.68e+06 wall_t:1947 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:0.6537 +2026-01-08 13:33:25 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2652.61 total_reward_ma:2268.21 loss:0.02995 fps:1377 +frame:2.69e+06 wall_t:1954 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:0.6711 +2026-01-08 13:33:32 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2648.51 total_reward_ma:2272.05 loss:0.01603 fps:1376 +frame:2.70e+06 wall_t:1962 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:0.679 +2026-01-08 13:33:41 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2638.32 total_reward_ma:2276.12 loss:0.02644 fps:1376 +frame:2.71e+06 wall_t:1970 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:0.6177 +2026-01-08 13:33:49 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2655.19 total_reward_ma:2280.57 loss:0.02732 fps:1375 +frame:2.72e+06 wall_t:1978 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:0.6727 +2026-01-08 13:33:56 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2649.08 total_reward_ma:2285.04 loss:0.04782 fps:1375 +frame:2.73e+06 wall_t:1985 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:0.6237 +2026-01-08 13:34:03 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2642.06 total_reward_ma:2289.68 loss:0.008534 fps:1376 +frame:2.74e+06 wall_t:1992 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:0.6429 +2026-01-08 13:34:10 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2664.60 total_reward_ma:2294.70 loss:0.05007 fps:1376 +frame:2.75e+06 wall_t:1999 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:0.6717 +2026-01-08 13:34:17 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2669.75 total_reward_ma:2299.97 loss:0.03579 fps:1376 +frame:2.76e+06 wall_t:2006 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:0.6198 +2026-01-08 13:34:24 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2709.72 total_reward_ma:2305.77 loss:0.02028 fps:1375 +frame:2.77e+06 wall_t:2014 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:0.659 +2026-01-08 13:34:32 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2692.78 total_reward_ma:2311.04 loss:-0.002314 fps:1376 +frame:2.78e+06 wall_t:2021 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:0.6749 +2026-01-08 13:34:39 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2696.75 total_reward_ma:2316.69 loss:0.0318 fps:1376 +frame:2.79e+06 wall_t:2028 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:0.5609 +2026-01-08 13:34:46 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2684.73 total_reward_ma:2322.22 loss:0.03513 fps:1375 +frame:2.80e+06 wall_t:2036 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:0.5437 +2026-01-08 13:34:54 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2682.64 total_reward_ma:2327.34 loss:0.02363 fps:1375 +frame:2.81e+06 wall_t:2043 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:0.5723 +2026-01-08 13:35:00 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2661.12 total_reward_ma:2332.11 loss:0.01463 fps:1376 +frame:2.82e+06 wall_t:2049 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:0.6167 +2026-01-08 13:35:08 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2675.27 total_reward_ma:2336.79 loss:0.02852 fps:1376 +frame:2.83e+06 wall_t:2057 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:0.6088 +2026-01-08 13:35:15 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2655.99 total_reward_ma:2341.02 loss:0.04632 fps:1376 +frame:2.84e+06 wall_t:2064 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:0.6335 +2026-01-08 13:35:22 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2640.83 total_reward_ma:2345.40 loss:0.01818 fps:1376 +frame:2.85e+06 wall_t:2071 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:0.5886 +2026-01-08 13:35:29 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2607.42 total_reward_ma:2349.74 loss:0.02595 fps:1376 +frame:2.86e+06 wall_t:2079 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:0.5641 +2026-01-08 13:35:38 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2587.06 total_reward_ma:2353.82 loss:0.02428 fps:1375 +frame:2.87e+06 wall_t:2087 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:0.5982 +2026-01-08 13:35:45 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2569.39 total_reward_ma:2357.64 loss:0.02283 fps:1375 +frame:2.88e+06 wall_t:2094 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:0.6639 +2026-01-08 13:35:53 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2555.75 total_reward_ma:2361.08 loss:0.04252 fps:1375 +frame:2.89e+06 wall_t:2102 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:0.6548 +2026-01-08 13:36:00 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2553.13 total_reward_ma:2364.41 loss:0.02346 fps:1375 +frame:2.90e+06 wall_t:2109 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:0.6859 +2026-01-08 13:36:06 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2545.70 total_reward_ma:2367.50 loss:0.01413 fps:1375 +frame:2.91e+06 wall_t:2116 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:0.5844 +2026-01-08 13:36:14 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2569.03 total_reward_ma:2370.93 loss:0.04097 fps:1375 +frame:2.92e+06 wall_t:2123 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:0.6427 +2026-01-08 13:36:21 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2589.54 total_reward_ma:2374.49 loss:0.03197 fps:1376 +frame:2.93e+06 wall_t:2130 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:0.5886 +2026-01-08 13:36:28 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2600.64 total_reward_ma:2378.36 loss:0.01418 fps:1376 +frame:2.94e+06 wall_t:2137 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:0.6277 +2026-01-08 13:36:35 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2632.58 total_reward_ma:2382.68 loss:0.02954 fps:1375 +frame:2.95e+06 wall_t:2145 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:0.6487 +2026-01-08 13:36:42 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2633.10 total_reward_ma:2387.16 loss:0.02718 fps:1376 +frame:2.96e+06 wall_t:2151 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:0.6098 +2026-01-08 13:36:50 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2628.13 total_reward_ma:2391.75 loss:0.02475 fps:1375 +frame:2.97e+06 wall_t:2160 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:0.5883 +2026-01-08 13:36:58 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2622.32 total_reward_ma:2396.14 loss:0.03066 fps:1375 +frame:2.98e+06 wall_t:2167 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:0.5525 +2026-01-08 13:37:05 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2645.75 total_reward_ma:2400.55 loss:0.0217 fps:1375 +frame:2.99e+06 wall_t:2174 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:0.6258 +2026-01-08 13:37:12 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2662.04 total_reward_ma:2405.72 loss:0.02373 fps:1376 +frame:3.00e+06 wall_t:2181 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:0.5901 +2026-01-08 13:37:19 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2667.26 total_reward_ma:2410.87 loss:0.01696 fps:1376 +frame:3.01e+06 wall_t:2188 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:0.6015 +2026-01-08 13:37:26 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2698.16 total_reward_ma:2416.56 loss:0.01445 fps:1375 +frame:3.02e+06 wall_t:2196 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:0.6172 +2026-01-08 13:37:35 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2695.03 total_reward_ma:2422.28 loss:0.03298 fps:1375 +frame:3.03e+06 wall_t:2204 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:0.6029 +2026-01-08 13:37:42 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2694.17 total_reward_ma:2427.52 loss:0.06892 fps:1375 +frame:3.04e+06 wall_t:2211 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:0.6435 +2026-01-08 13:37:49 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2662.15 total_reward_ma:2432.46 loss:0.02191 fps:1375 +frame:3.05e+06 wall_t:2218 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:0.5676 +2026-01-08 13:37:56 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2667.49 total_reward_ma:2437.51 loss:0.03169 fps:1375 +frame:3.06e+06 wall_t:2226 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:0.6491 +2026-01-08 13:38:04 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2675.32 total_reward_ma:2442.89 loss:0.0006027 fps:1375 +frame:3.07e+06 wall_t:2233 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:0.5611 +2026-01-08 13:38:10 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2681.74 total_reward_ma:2448.51 loss:0.01552 fps:1376 +frame:3.08e+06 wall_t:2239 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:0.5693 +2026-01-08 13:38:18 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2721.20 total_reward_ma:2454.92 loss:0.04574 fps:1375 +frame:3.09e+06 wall_t:2247 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:0.5966 +2026-01-08 13:38:25 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2749.63 total_reward_ma:2461.71 loss:0.0278 fps:1375 +frame:3.10e+06 wall_t:2254 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:0.6298 +2026-01-08 13:38:32 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2740.63 total_reward_ma:2467.87 loss:0.04013 fps:1375 +frame:3.11e+06 wall_t:2261 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:0.5573 +2026-01-08 13:38:39 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2721.12 total_reward_ma:2473.69 loss:0.04411 fps:1376 +frame:3.12e+06 wall_t:2268 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:0.6098 +2026-01-08 13:38:46 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2739.16 total_reward_ma:2479.24 loss:0.02307 fps:1375 +frame:3.13e+06 wall_t:2276 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:0.6012 +2026-01-08 13:38:54 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2709.58 total_reward_ma:2484.11 loss:-0.0004685 fps:1375 +frame:3.14e+06 wall_t:2283 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:0.606 +2026-01-08 13:39:01 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2702.19 total_reward_ma:2488.76 loss:0.01973 fps:1376 +frame:3.15e+06 wall_t:2290 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:0.6 +2026-01-08 13:39:07 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2734.41 total_reward_ma:2493.56 loss:0.02222 fps:1376 +frame:3.16e+06 wall_t:2296 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:0.5864 +2026-01-08 13:39:15 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2729.22 total_reward_ma:2497.90 loss:0.06747 fps:1376 +frame:3.17e+06 wall_t:2304 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:0.6031 +2026-01-08 13:39:22 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2693.09 total_reward_ma:2501.73 loss:0.03756 fps:1375 +frame:3.18e+06 wall_t:2312 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:0.5709 +2026-01-08 13:39:30 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2700.27 total_reward_ma:2506.02 loss:0.04029 fps:1376 +frame:3.19e+06 wall_t:2319 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:0.6271 +2026-01-08 13:39:36 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2700.61 total_reward_ma:2510.34 loss:0.03094 fps:1376 +frame:3.20e+06 wall_t:2326 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:0.6835 +2026-01-08 13:39:43 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2674.41 total_reward_ma:2514.30 loss:0.01971 fps:1376 +frame:3.21e+06 wall_t:2333 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:0.5698 +2026-01-08 13:39:51 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2689.62 total_reward_ma:2518.42 loss:0.02232 fps:1376 +frame:3.22e+06 wall_t:2340 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:0.6295 +2026-01-08 13:39:58 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2686.10 total_reward_ma:2522.65 loss:0.06225 fps:1376 +frame:3.23e+06 wall_t:2348 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:0.6172 +2026-01-08 13:40:06 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2681.77 total_reward_ma:2527.16 loss:0.02146 fps:1375 +frame:3.24e+06 wall_t:2356 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:0.5507 +2026-01-08 13:40:13 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2651.08 total_reward_ma:2531.65 loss:0.01666 fps:1376 +frame:3.25e+06 wall_t:2362 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:0.547 +2026-01-08 13:40:20 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2646.68 total_reward_ma:2535.93 loss:0.05677 fps:1376 +frame:3.26e+06 wall_t:2369 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:0.5943 +2026-01-08 13:40:27 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2686.65 total_reward_ma:2540.62 loss:0.03628 fps:1376 +frame:3.27e+06 wall_t:2377 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:0.5621 +2026-01-08 13:40:34 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2728.32 total_reward_ma:2545.40 loss:0.03102 fps:1376 +frame:3.28e+06 wall_t:2384 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:0.5174 +2026-01-08 13:40:42 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2691.91 total_reward_ma:2549.31 loss:0.025 fps:1376 +frame:3.29e+06 wall_t:2391 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:0.5423 +2026-01-08 13:40:49 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2682.55 total_reward_ma:2552.87 loss:0.01251 fps:1376 +frame:3.30e+06 wall_t:2398 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:0.5971 +2026-01-08 13:40:57 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2662.91 total_reward_ma:2556.24 loss:0.02132 fps:1376 +frame:3.31e+06 wall_t:2406 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:0.5066 +2026-01-08 13:41:03 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2649.30 total_reward_ma:2559.74 loss:0.05528 fps:1376 +frame:3.32e+06 wall_t:2413 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:0.5452 +2026-01-08 13:41:10 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2640.27 total_reward_ma:2563.30 loss:0.01987 fps:1377 +frame:3.33e+06 wall_t:2419 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:0.5188 +2026-01-08 13:41:16 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2659.16 total_reward_ma:2567.25 loss:0.01515 fps:1377 +frame:3.34e+06 wall_t:2426 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:0.5731 +2026-01-08 13:41:23 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2635.75 total_reward_ma:2571.29 loss:0.02965 fps:1377 +frame:3.35e+06 wall_t:2433 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:0.5584 +2026-01-08 13:41:31 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2639.21 total_reward_ma:2575.46 loss:0.02624 fps:1377 +frame:3.36e+06 wall_t:2440 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:0.5761 +2026-01-08 13:41:38 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2657.71 total_reward_ma:2579.81 loss:0.01559 fps:1377 +frame:3.37e+06 wall_t:2447 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:0.506 +2026-01-08 13:41:45 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2658.03 total_reward_ma:2584.33 loss:0.06929 fps:1377 +frame:3.38e+06 wall_t:2455 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:0.5793 +2026-01-08 13:41:52 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2648.26 total_reward_ma:2588.70 loss:0.008647 fps:1377 +frame:3.39e+06 wall_t:2461 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:0.5467 +2026-01-08 13:41:59 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2649.43 total_reward_ma:2592.74 loss:0.009424 fps:1377 +frame:3.40e+06 wall_t:2469 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:0.5681 +2026-01-08 13:42:07 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2650.17 total_reward_ma:2596.88 loss:0.04467 fps:1377 +frame:3.41e+06 wall_t:2476 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:0.5164 +2026-01-08 13:42:13 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2697.90 total_reward_ma:2601.23 loss:0.0334 fps:1378 +frame:3.42e+06 wall_t:2482 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:0.5169 +2026-01-08 13:42:20 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2711.88 total_reward_ma:2605.57 loss:0.006556 fps:1378 +frame:3.43e+06 wall_t:2490 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:0.5612 +2026-01-08 13:42:28 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2702.10 total_reward_ma:2609.77 loss:0.01865 fps:1378 +frame:3.44e+06 wall_t:2497 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:0.5767 +2026-01-08 13:42:35 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2703.39 total_reward_ma:2613.72 loss:0.03876 fps:1377 +frame:3.45e+06 wall_t:2505 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:0.5565 +2026-01-08 13:42:42 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2695.46 total_reward_ma:2617.34 loss:0.06588 fps:1377 +frame:3.46e+06 wall_t:2512 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:0.5743 +2026-01-08 13:42:50 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2697.70 total_reward_ma:2621.03 loss:0.03643 fps:1378 +frame:3.47e+06 wall_t:2519 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:0.5442 +2026-01-08 13:42:57 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2694.30 total_reward_ma:2624.60 loss:0.02629 fps:1377 +frame:3.48e+06 wall_t:2527 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:0.5984 +2026-01-08 13:43:05 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2680.17 total_reward_ma:2628.03 loss:0.02051 fps:1377 +frame:3.49e+06 wall_t:2535 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:0.6203 +2026-01-08 13:43:13 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2671.09 total_reward_ma:2631.34 loss:0.014 fps:1377 +frame:3.50e+06 wall_t:2542 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:0.5055 +2026-01-08 13:43:20 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2674.97 total_reward_ma:2634.77 loss:0.03539 fps:1377 +frame:3.51e+06 wall_t:2549 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:0.5693 +2026-01-08 13:43:27 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2677.29 total_reward_ma:2637.88 loss:0.03488 fps:1377 +frame:3.52e+06 wall_t:2556 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:0.5592 +2026-01-08 13:43:34 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2655.72 total_reward_ma:2640.96 loss:0.02417 fps:1377 +frame:3.53e+06 wall_t:2564 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:0.6074 +2026-01-08 13:43:42 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2674.33 total_reward_ma:2644.26 loss:0.06853 fps:1377 +frame:3.54e+06 wall_t:2571 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:0.5699 +2026-01-08 13:43:49 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2670.33 total_reward_ma:2647.48 loss:0.00173 fps:1377 +frame:3.55e+06 wall_t:2578 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:0.5566 +2026-01-08 13:43:56 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2676.23 total_reward_ma:2650.39 loss:0.01366 fps:1377 +frame:3.56e+06 wall_t:2585 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:0.5257 +2026-01-08 13:44:03 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2674.06 total_reward_ma:2652.71 loss:0.06154 fps:1377 +frame:3.57e+06 wall_t:2592 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:0.635 +2026-01-08 13:44:10 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2655.13 total_reward_ma:2654.95 loss:-0.003455 fps:1377 +frame:3.58e+06 wall_t:2600 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:0.5577 +2026-01-08 13:44:17 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2650.92 total_reward_ma:2656.92 loss:0.01016 fps:1378 +frame:3.59e+06 wall_t:2606 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:0.5628 +2026-01-08 13:44:23 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2654.98 total_reward_ma:2658.72 loss:0.06044 fps:1378 +frame:3.60e+06 wall_t:2613 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:0.5576 +2026-01-08 13:44:30 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2657.35 total_reward_ma:2660.27 loss:0.05948 fps:1378 +frame:3.61e+06 wall_t:2619 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:0.5909 +2026-01-08 13:44:37 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2682.08 total_reward_ma:2661.79 loss:0.0291 fps:1379 +frame:3.62e+06 wall_t:2626 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:0.6075 +2026-01-08 13:44:45 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2683.67 total_reward_ma:2663.14 loss:0.02757 fps:1378 +frame:3.63e+06 wall_t:2634 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:0.5517 +2026-01-08 13:44:51 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2633.68 total_reward_ma:2663.94 loss:0.03476 fps:1378 +frame:3.64e+06 wall_t:2641 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:0.607 +2026-01-08 13:44:59 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2644.85 total_reward_ma:2664.43 loss:0.09439 fps:1378 +frame:3.65e+06 wall_t:2648 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:0.5917 +2026-01-08 13:45:05 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2641.24 total_reward_ma:2664.88 loss:0.0443 fps:1379 +frame:3.66e+06 wall_t:2655 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:0.6163 +2026-01-08 13:45:13 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2634.61 total_reward_ma:2664.97 loss:0.0206 fps:1379 +frame:3.67e+06 wall_t:2662 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:0.6016 +2026-01-08 13:45:19 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2641.93 total_reward_ma:2665.11 loss:0.02376 fps:1379 +frame:3.68e+06 wall_t:2669 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:0.6016 +2026-01-08 13:45:26 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2657.33 total_reward_ma:2665.15 loss:0.0631 fps:1379 +frame:3.69e+06 wall_t:2676 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:0.5838 +2026-01-08 13:45:33 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2684.10 total_reward_ma:2665.51 loss:0.0365 fps:1379 +frame:3.70e+06 wall_t:2683 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:0.6171 +2026-01-08 13:45:40 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2693.43 total_reward_ma:2666.06 loss:0.0189 fps:1379 +frame:3.71e+06 wall_t:2690 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:0.5948 +2026-01-08 13:45:48 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2711.99 total_reward_ma:2666.63 loss:0.03498 fps:1379 +frame:3.72e+06 wall_t:2698 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:0.5774 +2026-01-08 13:45:55 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2702.14 total_reward_ma:2667.16 loss:0.009237 fps:1379 +frame:3.73e+06 wall_t:2704 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:0.5777 +2026-01-08 13:46:02 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2715.08 total_reward_ma:2667.89 loss:0.01643 fps:1380 +frame:3.74e+06 wall_t:2711 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:0.5932 +2026-01-08 13:46:09 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2718.86 total_reward_ma:2668.43 loss:0.03158 fps:1380 +frame:3.75e+06 wall_t:2718 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:0.6039 +2026-01-08 13:46:16 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2739.37 total_reward_ma:2669.13 loss:0.03697 fps:1380 +frame:3.76e+06 wall_t:2725 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:0.6103 +2026-01-08 13:46:22 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2742.03 total_reward_ma:2669.45 loss:0.02334 fps:1380 +frame:3.77e+06 wall_t:2732 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:0.5714 +2026-01-08 13:46:30 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2732.62 total_reward_ma:2669.85 loss:0.02415 fps:1380 +frame:3.78e+06 wall_t:2739 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:0.6034 +2026-01-08 13:46:37 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2725.57 total_reward_ma:2670.14 loss:0.04093 fps:1380 +frame:3.79e+06 wall_t:2746 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:0.631 +2026-01-08 13:46:44 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2767.33 total_reward_ma:2670.96 loss:0.006419 fps:1380 +frame:3.80e+06 wall_t:2754 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:0.6126 +2026-01-08 13:46:51 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2759.63 total_reward_ma:2671.73 loss:0.04896 fps:1380 +frame:3.81e+06 wall_t:2761 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:0.5945 +2026-01-08 13:46:58 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2758.82 total_reward_ma:2672.71 loss:0.005217 fps:1381 +frame:3.82e+06 wall_t:2767 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:0.6647 +2026-01-08 13:47:05 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2758.82 total_reward_ma:2673.55 loss:0.05704 fps:1381 +frame:3.83e+06 wall_t:2774 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:0.6938 +2026-01-08 13:47:12 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2763.33 total_reward_ma:2674.62 loss:0.05535 fps:1381 +frame:3.84e+06 wall_t:2781 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:0.5608 +2026-01-08 13:47:19 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2754.75 total_reward_ma:2675.76 loss:0.05213 fps:1381 +frame:3.85e+06 wall_t:2788 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:0.6116 +2026-01-08 13:47:26 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2789.42 total_reward_ma:2677.58 loss:0.02226 fps:1381 +frame:3.86e+06 wall_t:2796 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:0.6037 +2026-01-08 13:47:34 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2765.39 total_reward_ma:2679.36 loss:0.02745 fps:1381 +frame:3.87e+06 wall_t:2803 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:0.5796 +2026-01-08 13:47:41 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2769.57 total_reward_ma:2681.36 loss:0.02182 fps:1381 +frame:3.88e+06 wall_t:2810 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:0.6373 +2026-01-08 13:47:48 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2815.09 total_reward_ma:2683.96 loss:0.0191 fps:1381 +frame:3.89e+06 wall_t:2817 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:0.6014 +2026-01-08 13:47:55 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2772.49 total_reward_ma:2686.15 loss:0.0342 fps:1381 +frame:3.90e+06 wall_t:2825 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:0.5852 +2026-01-08 13:48:02 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2774.49 total_reward_ma:2688.44 loss:0.06744 fps:1381 +frame:3.91e+06 wall_t:2832 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:0.6162 +2026-01-08 13:48:10 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2748.21 total_reward_ma:2690.23 loss:0.02654 fps:1381 +frame:3.92e+06 wall_t:2839 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:0.5894 +2026-01-08 13:48:17 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2744.70 total_reward_ma:2691.78 loss:0.04607 fps:1381 +frame:3.93e+06 wall_t:2846 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:0.5944 +2026-01-08 13:48:23 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2766.28 total_reward_ma:2693.44 loss:0.03755 fps:1381 +frame:3.94e+06 wall_t:2853 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:0.5977 +2026-01-08 13:48:31 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2757.06 total_reward_ma:2694.68 loss:0.06123 fps:1381 +frame:3.95e+06 wall_t:2860 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:0.6411 +2026-01-08 13:48:38 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2754.85 total_reward_ma:2695.90 loss:0.04294 fps:1381 +frame:3.96e+06 wall_t:2868 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:0.5905 +2026-01-08 13:48:45 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2747.96 total_reward_ma:2697.10 loss:0.03253 fps:1381 +frame:3.97e+06 wall_t:2875 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:0.5897 +2026-01-08 13:48:52 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2789.87 total_reward_ma:2698.77 loss:0.02892 fps:1381 +frame:3.98e+06 wall_t:2882 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:0.5122 +2026-01-08 13:48:59 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2785.89 total_reward_ma:2700.18 loss:0.03804 fps:1382 +frame:3.99e+06 wall_t:2888 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:0.5946 +2026-01-08 13:49:06 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2795.24 total_reward_ma:2701.51 loss:0.02952 fps:1382 +frame:4.00e+06 wall_t:2895 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:0.5644 +2026-01-08 13:49:13 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2779.54 total_reward_ma:2702.63 loss:0.02247 fps:1382 +frame:4.01e+06 wall_t:2902 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:0.5497 +2026-01-08 13:49:19 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2798.41 total_reward_ma:2703.63 loss:0.01323 fps:1382 +frame:4.02e+06 wall_t:2909 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:0.5125 +2026-01-08 13:49:26 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2827.17 total_reward_ma:2704.95 loss:0.06133 fps:1382 +frame:4.03e+06 wall_t:2916 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:0.5063 +2026-01-08 13:49:33 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2806.68 total_reward_ma:2706.08 loss:-0.002688 fps:1382 +frame:4.04e+06 wall_t:2923 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:0.5616 +2026-01-08 13:49:40 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2786.87 total_reward_ma:2707.33 loss:0.01862 fps:1382 +frame:4.05e+06 wall_t:2930 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:0.5048 +2026-01-08 13:49:47 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2790.14 total_reward_ma:2708.55 loss:0.032 fps:1383 +frame:4.06e+06 wall_t:2936 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:0.5625 +2026-01-08 13:49:55 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2795.79 total_reward_ma:2709.76 loss:0.02052 fps:1382 +frame:4.07e+06 wall_t:2944 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:0.5582 +2026-01-08 13:50:02 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2763.98 total_reward_ma:2710.58 loss:0.02353 fps:1382 +frame:4.08e+06 wall_t:2952 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:0.5427 +2026-01-08 13:50:09 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2773.02 total_reward_ma:2711.10 loss:0.03754 fps:1383 +frame:4.09e+06 wall_t:2958 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:0.5736 +2026-01-08 13:50:16 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2787.93 total_reward_ma:2711.48 loss:0.03422 fps:1383 +frame:4.10e+06 wall_t:2965 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:0.5766 +2026-01-08 13:50:23 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2740.37 total_reward_ma:2711.48 loss:0.05655 fps:1383 +frame:4.11e+06 wall_t:2972 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:0.5689 +2026-01-08 13:50:30 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2720.89 total_reward_ma:2711.48 loss:0.05027 fps:1383 +frame:4.12e+06 wall_t:2979 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:0.6138 +2026-01-08 13:50:37 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2734.83 total_reward_ma:2711.43 loss:0.01969 fps:1383 +frame:4.13e+06 wall_t:2987 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:0.5709 +2026-01-08 13:50:45 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2774.52 total_reward_ma:2712.08 loss:0.0302 fps:1383 +frame:4.14e+06 wall_t:2994 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:0.5848 +2026-01-08 13:50:53 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2802.62 total_reward_ma:2713.09 loss:0.0586 fps:1382 +frame:4.15e+06 wall_t:3002 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:0.5728 +2026-01-08 13:51:00 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2822.30 total_reward_ma:2713.97 loss:0.06578 fps:1383 +frame:4.16e+06 wall_t:3009 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:0.5596 +2026-01-08 13:51:07 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2779.49 total_reward_ma:2714.47 loss:0.03098 fps:1383 +frame:4.17e+06 wall_t:3016 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:0.5791 +2026-01-08 13:51:15 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2789.23 total_reward_ma:2715.43 loss:0.01785 fps:1382 +frame:4.18e+06 wall_t:3024 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:0.6213 +2026-01-08 13:51:21 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2788.82 total_reward_ma:2716.32 loss:0.03428 fps:1383 +frame:4.19e+06 wall_t:3030 t:261875 epi:nan +opt_step:65440 lr:0.0001453 clip_eps:0.1 entropy:0.644 +2026-01-08 13:51:29 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2776.46 total_reward_ma:2717.07 loss:0.0493 fps:1382 +frame:4.20e+06 wall_t:3038 t:262500 epi:nan +opt_step:65600 lr:0.000145 clip_eps:0.1 entropy:0.6178 +2026-01-08 13:51:36 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2766.52 total_reward_ma:2718.00 loss:0.03819 fps:1382 +frame:4.21e+06 wall_t:3046 t:263125 epi:nan +opt_step:65760 lr:0.0001448 clip_eps:0.1 entropy:0.6072 +2026-01-08 13:51:44 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2763.52 total_reward_ma:2718.73 loss:0.02561 fps:1382 +frame:4.22e+06 wall_t:3053 t:263750 epi:nan +opt_step:65920 lr:0.0001445 clip_eps:0.1 entropy:0.6207 +2026-01-08 13:51:50 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2737.06 total_reward_ma:2719.24 loss:0.02807 fps:1382 +frame:4.23e+06 wall_t:3060 t:264375 epi:nan +opt_step:66080 lr:0.0001443 clip_eps:0.1 entropy:0.5692 +2026-01-08 13:51:57 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2769.47 total_reward_ma:2720.12 loss:0.003835 fps:1382 +frame:4.24e+06 wall_t:3067 t:265000 epi:nan +opt_step:66240 lr:0.000144 clip_eps:0.1 entropy:0.519 +2026-01-08 13:52:04 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2764.83 total_reward_ma:2721.26 loss:0.07137 fps:1383 +frame:4.25e+06 wall_t:3074 t:265625 epi:nan +opt_step:66400 lr:0.0001438 clip_eps:0.1 entropy:0.5719 +2026-01-08 13:52:12 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2751.81 total_reward_ma:2722.31 loss:0.02139 fps:1383 +frame:4.26e+06 wall_t:3081 t:266250 epi:nan +opt_step:66560 lr:0.0001435 clip_eps:0.1 entropy:0.5251 +2026-01-08 13:52:18 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2772.09 total_reward_ma:2723.16 loss:0.03098 fps:1383 +frame:4.27e+06 wall_t:3088 t:266875 epi:nan +opt_step:66688 lr:0.0001433 clip_eps:0.1 entropy:0.5017 +2026-01-08 13:52:26 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2774.53 total_reward_ma:2723.63 loss:0.04638 fps:1383 +frame:4.28e+06 wall_t:3095 t:267500 epi:nan +opt_step:66848 lr:0.000143 clip_eps:0.1 entropy:0.5827 +2026-01-08 13:52:34 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2809.94 total_reward_ma:2724.81 loss:0.02084 fps:1383 +frame:4.29e+06 wall_t:3103 t:268125 epi:nan +opt_step:67008 lr:0.0001428 clip_eps:0.1 entropy:0.5586 +2026-01-08 13:52:42 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2796.76 total_reward_ma:2725.95 loss:0.01473 fps:1382 +frame:4.30e+06 wall_t:3111 t:268750 epi:nan +opt_step:67168 lr:0.0001425 clip_eps:0.1 entropy:0.5666 +2026-01-08 13:52:49 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2805.46 total_reward_ma:2727.37 loss:0.04889 fps:1382 +frame:4.31e+06 wall_t:3119 t:269375 epi:nan +opt_step:67328 lr:0.0001423 clip_eps:0.1 entropy:0.5986 +2026-01-08 13:52:56 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2757.00 total_reward_ma:2728.45 loss:0.02902 fps:1382 +frame:4.32e+06 wall_t:3126 t:270000 epi:nan +opt_step:67488 lr:0.000142 clip_eps:0.1 entropy:0.5557 +2026-01-08 13:53:04 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2776.25 total_reward_ma:2729.81 loss:0.02493 fps:1382 +frame:4.33e+06 wall_t:3133 t:270625 epi:nan +opt_step:67648 lr:0.0001418 clip_eps:0.1 entropy:0.5289 +2026-01-08 13:53:10 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2745.26 total_reward_ma:2730.67 loss:0.03646 fps:1382 +frame:4.34e+06 wall_t:3140 t:271250 epi:nan +opt_step:67808 lr:0.0001415 clip_eps:0.1 entropy:0.5357 +2026-01-08 13:53:18 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2741.07 total_reward_ma:2731.73 loss:0.04923 fps:1382 +frame:4.35e+06 wall_t:3147 t:271875 epi:nan +opt_step:67968 lr:0.0001413 clip_eps:0.1 entropy:0.5582 +2026-01-08 13:53:24 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2726.38 total_reward_ma:2732.60 loss:0.02146 fps:1383 +frame:4.36e+06 wall_t:3153 t:272500 epi:nan +opt_step:68096 lr:0.000141 clip_eps:0.1 entropy:0.5504 +2026-01-08 13:53:31 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2733.92 total_reward_ma:2733.36 loss:0.00674 fps:1382 +frame:4.37e+06 wall_t:3161 t:273125 epi:nan +opt_step:68256 lr:0.0001408 clip_eps:0.1 entropy:0.5325 +2026-01-08 13:53:38 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2732.51 total_reward_ma:2734.10 loss:0.04055 fps:1383 +frame:4.38e+06 wall_t:3168 t:273750 epi:nan +opt_step:68416 lr:0.0001405 clip_eps:0.1 entropy:0.5784 +2026-01-08 13:53:46 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2777.49 total_reward_ma:2735.40 loss:0.0261 fps:1383 +frame:4.39e+06 wall_t:3175 t:274375 epi:nan +opt_step:68576 lr:0.0001403 clip_eps:0.1 entropy:0.5112 +2026-01-08 13:53:53 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2802.72 total_reward_ma:2736.93 loss:0.007908 fps:1382 +frame:4.40e+06 wall_t:3183 t:275000 epi:nan +opt_step:68736 lr:0.00014 clip_eps:0.1 entropy:0.5081 +2026-01-08 13:54:01 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2809.83 total_reward_ma:2738.53 loss:0.005616 fps:1382 +frame:4.41e+06 wall_t:3191 t:275625 epi:nan +opt_step:68896 lr:0.0001398 clip_eps:0.1 entropy:0.5211 +2026-01-08 13:54:09 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2816.99 total_reward_ma:2739.72 loss:0.007019 fps:1382 +frame:4.42e+06 wall_t:3198 t:276250 epi:nan +opt_step:69056 lr:0.0001395 clip_eps:0.1 entropy:0.614 +2026-01-08 13:54:16 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2857.90 total_reward_ma:2741.18 loss:0.06875 fps:1382 +frame:4.43e+06 wall_t:3206 t:276875 epi:nan +opt_step:69216 lr:0.0001393 clip_eps:0.1 entropy:0.5281 +2026-01-08 13:54:23 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2857.90 total_reward_ma:2742.73 loss:0.03042 fps:1382 +frame:4.44e+06 wall_t:3212 t:277500 epi:nan +opt_step:69344 lr:0.000139 clip_eps:0.1 entropy:0.5476 +2026-01-08 13:54:30 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2868.63 total_reward_ma:2744.39 loss:0.01245 fps:1382 +frame:4.45e+06 wall_t:3220 t:278125 epi:nan +opt_step:69504 lr:0.0001388 clip_eps:0.1 entropy:0.5304 +2026-01-08 13:54:37 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2853.96 total_reward_ma:2745.97 loss:0.05812 fps:1383 +frame:4.46e+06 wall_t:3226 t:278750 epi:nan +opt_step:69664 lr:0.0001385 clip_eps:0.1 entropy:0.56 +2026-01-08 13:54:45 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2870.61 total_reward_ma:2747.70 loss:0.03206 fps:1382 +frame:4.47e+06 wall_t:3234 t:279375 epi:nan +opt_step:69824 lr:0.0001383 clip_eps:0.1 entropy:0.5707 +2026-01-08 13:54:52 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2864.31 total_reward_ma:2749.40 loss:0.02101 fps:1382 +frame:4.48e+06 wall_t:3241 t:280000 epi:nan +opt_step:69984 lr:0.000138 clip_eps:0.1 entropy:0.6136 +2026-01-08 13:54:59 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2870.04 total_reward_ma:2751.30 loss:0.019 fps:1382 +frame:4.49e+06 wall_t:3248 t:280625 epi:nan +opt_step:70144 lr:0.0001378 clip_eps:0.1 entropy:0.5601 +2026-01-08 13:55:06 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2871.28 total_reward_ma:2753.30 loss:0.05612 fps:1382 +frame:4.50e+06 wall_t:3255 t:281250 epi:nan +opt_step:70304 lr:0.0001375 clip_eps:0.1 entropy:0.5642 +2026-01-08 13:55:13 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2895.31 total_reward_ma:2755.50 loss:0.02022 fps:1383 +frame:4.51e+06 wall_t:3262 t:281875 epi:nan +opt_step:70464 lr:0.0001373 clip_eps:0.1 entropy:0.5339 +2026-01-08 13:55:19 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2870.30 total_reward_ma:2757.44 loss:0.03034 fps:1383 +frame:4.52e+06 wall_t:3269 t:282500 epi:nan +opt_step:70624 lr:0.000137 clip_eps:0.1 entropy:0.5596 +2026-01-08 13:55:26 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2864.85 total_reward_ma:2759.53 loss:0.03413 fps:1383 +frame:4.53e+06 wall_t:3275 t:283125 epi:nan +opt_step:70752 lr:0.0001368 clip_eps:0.1 entropy:0.5616 +2026-01-08 13:55:32 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2870.75 total_reward_ma:2761.49 loss:0.02142 fps:1383 +frame:4.54e+06 wall_t:3282 t:283750 epi:nan +opt_step:70912 lr:0.0001365 clip_eps:0.1 entropy:0.5772 +2026-01-08 13:55:39 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2915.43 total_reward_ma:2763.94 loss:0.1087 fps:1383 +frame:4.55e+06 wall_t:3289 t:284375 epi:nan +opt_step:71072 lr:0.0001363 clip_eps:0.1 entropy:0.638 +2026-01-08 13:55:46 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2908.00 total_reward_ma:2766.26 loss:0.0234 fps:1383 +frame:4.56e+06 wall_t:3296 t:285000 epi:nan +opt_step:71232 lr:0.000136 clip_eps:0.1 entropy:0.6088 +2026-01-08 13:55:53 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2895.43 total_reward_ma:2768.47 loss:0.00759 fps:1384 +frame:4.57e+06 wall_t:3302 t:285625 epi:nan +opt_step:71392 lr:0.0001358 clip_eps:0.1 entropy:0.5117 +2026-01-08 13:56:00 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2904.97 total_reward_ma:2770.97 loss:0.01478 fps:1384 +frame:4.58e+06 wall_t:3309 t:286250 epi:nan +opt_step:71552 lr:0.0001355 clip_eps:0.1 entropy:0.5827 +2026-01-08 13:56:06 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2927.74 total_reward_ma:2773.74 loss:0.02248 fps:1384 +frame:4.59e+06 wall_t:3316 t:286875 epi:nan +opt_step:71712 lr:0.0001353 clip_eps:0.1 entropy:0.5684 +2026-01-08 13:56:15 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2926.90 total_reward_ma:2776.46 loss:0.03456 fps:1384 +frame:4.60e+06 wall_t:3324 t:287500 epi:nan +opt_step:71872 lr:0.000135 clip_eps:0.1 entropy:0.5949 +2026-01-08 13:56:22 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2934.41 total_reward_ma:2779.23 loss:0.006026 fps:1384 +frame:4.61e+06 wall_t:3332 t:288125 epi:nan +opt_step:72000 lr:0.0001348 clip_eps:0.1 entropy:0.5108 +2026-01-08 13:56:29 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2894.02 total_reward_ma:2781.35 loss:0.05822 fps:1384 +frame:4.62e+06 wall_t:3339 t:288750 epi:nan +opt_step:72160 lr:0.0001345 clip_eps:0.1 entropy:0.6159 +2026-01-08 13:56:36 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2856.25 total_reward_ma:2783.08 loss:0.04038 fps:1384 +frame:4.63e+06 wall_t:3345 t:289375 epi:nan +opt_step:72320 lr:0.0001343 clip_eps:0.1 entropy:0.5843 +2026-01-08 13:56:43 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2854.53 total_reward_ma:2785.28 loss:0.006968 fps:1384 +frame:4.64e+06 wall_t:3352 t:290000 epi:nan +opt_step:72480 lr:0.000134 clip_eps:0.1 entropy:0.5882 +2026-01-08 13:56:50 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2831.38 total_reward_ma:2787.15 loss:0.04043 fps:1384 +frame:4.65e+06 wall_t:3360 t:290625 epi:nan +opt_step:72640 lr:0.0001338 clip_eps:0.1 entropy:0.5574 +2026-01-08 13:56:57 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2826.65 total_reward_ma:2789.00 loss:0.06604 fps:1384 +frame:4.66e+06 wall_t:3367 t:291250 epi:nan +opt_step:72800 lr:0.0001335 clip_eps:0.1 entropy:0.5652 +2026-01-08 13:57:05 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2789.13 total_reward_ma:2790.55 loss:0.03811 fps:1384 +frame:4.67e+06 wall_t:3374 t:291875 epi:nan +opt_step:72960 lr:0.0001333 clip_eps:0.1 entropy:0.5906 +2026-01-08 13:57:12 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2778.45 total_reward_ma:2791.91 loss:0.01798 fps:1384 +frame:4.68e+06 wall_t:3381 t:292500 epi:nan +opt_step:73120 lr:0.000133 clip_eps:0.1 entropy:0.5653 +2026-01-08 13:57:20 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2730.75 total_reward_ma:2792.65 loss:0.04911 fps:1384 +frame:4.69e+06 wall_t:3389 t:293125 epi:nan +opt_step:73280 lr:0.0001328 clip_eps:0.1 entropy:0.5655 +2026-01-08 13:57:27 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2751.47 total_reward_ma:2793.32 loss:0.03368 fps:1384 +frame:4.70e+06 wall_t:3396 t:293750 epi:nan +opt_step:73408 lr:0.0001325 clip_eps:0.1 entropy:0.5567 +2026-01-08 13:57:34 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2739.49 total_reward_ma:2793.78 loss:0.06872 fps:1384 +frame:4.71e+06 wall_t:3403 t:294375 epi:nan +opt_step:73568 lr:0.0001323 clip_eps:0.1 entropy:0.6008 +2026-01-08 13:57:41 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2757.18 total_reward_ma:2794.23 loss:0.03209 fps:1384 +frame:4.72e+06 wall_t:3411 t:295000 epi:nan +opt_step:73728 lr:0.000132 clip_eps:0.1 entropy:0.5946 +2026-01-08 13:57:48 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2748.47 total_reward_ma:2794.70 loss:0.03075 fps:1384 +frame:4.73e+06 wall_t:3418 t:295625 epi:nan +opt_step:73888 lr:0.0001318 clip_eps:0.1 entropy:0.5156 +2026-01-08 13:57:55 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2758.03 total_reward_ma:2795.13 loss:0.06059 fps:1384 +frame:4.74e+06 wall_t:3425 t:296250 epi:nan +opt_step:74048 lr:0.0001315 clip_eps:0.1 entropy:0.5849 +2026-01-08 13:58:02 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2739.59 total_reward_ma:2795.33 loss:0.02022 fps:1384 +frame:4.75e+06 wall_t:3432 t:296875 epi:nan +opt_step:74208 lr:0.0001313 clip_eps:0.1 entropy:0.552 +2026-01-08 13:58:10 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2736.18 total_reward_ma:2795.30 loss:0.01905 fps:1384 +frame:4.76e+06 wall_t:3439 t:297500 epi:nan +opt_step:74368 lr:0.000131 clip_eps:0.1 entropy:0.6403 +2026-01-08 13:58:17 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2750.66 total_reward_ma:2795.39 loss:0.0619 fps:1384 +frame:4.77e+06 wall_t:3446 t:298125 epi:nan +opt_step:74528 lr:0.0001308 clip_eps:0.1 entropy:0.6061 +2026-01-08 13:58:23 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2726.19 total_reward_ma:2795.32 loss:0.02679 fps:1384 +frame:4.78e+06 wall_t:3453 t:298750 epi:nan +opt_step:74656 lr:0.0001306 clip_eps:0.1 entropy:0.5887 +2026-01-08 13:58:31 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2751.35 total_reward_ma:2795.58 loss:0.04667 fps:1384 +frame:4.79e+06 wall_t:3460 t:299375 epi:nan +opt_step:74816 lr:0.0001303 clip_eps:0.1 entropy:0.6559 +2026-01-08 13:58:39 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2760.17 total_reward_ma:2795.51 loss:0.009807 fps:1384 +frame:4.80e+06 wall_t:3468 t:300000 epi:nan +opt_step:74976 lr:0.00013 clip_eps:0.1 entropy:0.5549 +2026-01-08 13:58:45 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2811.06 total_reward_ma:2796.02 loss:0.02708 fps:1384 +frame:4.81e+06 wall_t:3475 t:300625 epi:nan +opt_step:75136 lr:0.0001298 clip_eps:0.1 entropy:0.567 +2026-01-08 13:58:52 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2801.51 total_reward_ma:2796.45 loss:0.05941 fps:1384 +frame:4.82e+06 wall_t:3482 t:301250 epi:nan +opt_step:75296 lr:0.0001295 clip_eps:0.1 entropy:0.5979 +2026-01-08 13:59:00 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2792.99 total_reward_ma:2796.79 loss:0.02975 fps:1384 +frame:4.83e+06 wall_t:3489 t:301875 epi:nan +opt_step:75456 lr:0.0001293 clip_eps:0.1 entropy:0.5577 +2026-01-08 13:59:07 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2813.89 total_reward_ma:2797.30 loss:0.03498 fps:1384 +frame:4.84e+06 wall_t:3496 t:302500 epi:nan +opt_step:75616 lr:0.000129 clip_eps:0.1 entropy:0.5885 +2026-01-08 13:59:15 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2829.32 total_reward_ma:2798.04 loss:0.03455 fps:1384 +frame:4.85e+06 wall_t:3504 t:303125 epi:nan +opt_step:75776 lr:0.0001288 clip_eps:0.1 entropy:0.5329 +2026-01-08 13:59:21 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2838.46 total_reward_ma:2798.53 loss:0.02335 fps:1384 +frame:4.86e+06 wall_t:3511 t:303750 epi:nan +opt_step:75936 lr:0.0001285 clip_eps:0.1 entropy:0.6534 +2026-01-08 13:59:28 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2833.08 total_reward_ma:2799.21 loss:0.0006099 fps:1384 +frame:4.87e+06 wall_t:3518 t:304375 epi:nan +opt_step:76064 lr:0.0001283 clip_eps:0.1 entropy:0.5596 +2026-01-08 13:59:35 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2841.76 total_reward_ma:2799.93 loss:0.01785 fps:1385 +frame:4.88e+06 wall_t:3524 t:305000 epi:nan +opt_step:76224 lr:0.000128 clip_eps:0.1 entropy:0.5106 +2026-01-08 13:59:43 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2860.70 total_reward_ma:2800.39 loss:0.01056 fps:1384 +frame:4.89e+06 wall_t:3532 t:305625 epi:nan +opt_step:76384 lr:0.0001278 clip_eps:0.1 entropy:0.6129 +2026-01-08 13:59:50 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2887.92 total_reward_ma:2801.54 loss:0.008669 fps:1384 +frame:4.90e+06 wall_t:3540 t:306250 epi:nan +opt_step:76544 lr:0.0001275 clip_eps:0.1 entropy:0.5909 +2026-01-08 13:59:58 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2946.28 total_reward_ma:2803.26 loss:0.008658 fps:1384 +frame:4.91e+06 wall_t:3548 t:306875 epi:nan +opt_step:76704 lr:0.0001273 clip_eps:0.1 entropy:0.5334 +2026-01-08 14:00:06 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2945.75 total_reward_ma:2805.24 loss:0.009885 fps:1384 +frame:4.92e+06 wall_t:3556 t:307500 epi:nan +opt_step:76864 lr:0.000127 clip_eps:0.1 entropy:0.5748 +2026-01-08 14:00:14 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2985.83 total_reward_ma:2807.65 loss:0.05146 fps:1383 +frame:4.93e+06 wall_t:3564 t:308125 epi:nan +opt_step:77024 lr:0.0001268 clip_eps:0.1 entropy:0.577 +2026-01-08 14:00:21 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3039.56 total_reward_ma:2810.38 loss:0.02779 fps:1383 +frame:4.94e+06 wall_t:3571 t:308750 epi:nan +opt_step:77184 lr:0.0001265 clip_eps:0.1 entropy:0.5882 +2026-01-08 14:00:27 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3077.66 total_reward_ma:2813.59 loss:0.04647 fps:1384 +frame:4.95e+06 wall_t:3577 t:309375 epi:nan +opt_step:77312 lr:0.0001263 clip_eps:0.1 entropy:0.5626 +2026-01-08 14:00:34 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3093.62 total_reward_ma:2816.98 loss:0.05192 fps:1384 +frame:4.96e+06 wall_t:3583 t:310000 epi:nan +opt_step:77472 lr:0.000126 clip_eps:0.1 entropy:0.5717 +2026-01-08 14:00:41 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3093.08 total_reward_ma:2820.43 loss:0.02111 fps:1384 +frame:4.97e+06 wall_t:3590 t:310625 epi:nan +opt_step:77632 lr:0.0001258 clip_eps:0.1 entropy:0.5319 +2026-01-08 14:00:48 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3086.69 total_reward_ma:2823.39 loss:0.01951 fps:1384 +frame:4.98e+06 wall_t:3597 t:311250 epi:nan +opt_step:77792 lr:0.0001255 clip_eps:0.1 entropy:0.5707 +2026-01-08 14:00:55 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3113.58 total_reward_ma:2826.67 loss:0.052 fps:1385 +frame:4.99e+06 wall_t:3604 t:311875 epi:nan +opt_step:77952 lr:0.0001253 clip_eps:0.1 entropy:0.6093 +2026-01-08 14:01:03 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3125.07 total_reward_ma:2829.97 loss:0.05318 fps:1384 +frame:5.00e+06 wall_t:3612 t:312500 epi:nan +opt_step:78112 lr:0.000125 clip_eps:0.1 entropy:0.5736 +2026-01-08 14:01:11 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3115.92 total_reward_ma:2833.33 loss:0.02601 fps:1384 +frame:5.01e+06 wall_t:3620 t:313125 epi:nan +opt_step:78272 lr:0.0001248 clip_eps:0.1 entropy:0.575 +2026-01-08 14:01:19 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3073.51 total_reward_ma:2836.08 loss:0.01324 fps:1384 +frame:5.02e+06 wall_t:3628 t:313750 epi:nan +opt_step:78432 lr:0.0001245 clip_eps:0.1 entropy:0.6073 +2026-01-08 14:01:26 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3137.50 total_reward_ma:2839.19 loss:0.08345 fps:1383 +frame:5.03e+06 wall_t:3636 t:314375 epi:nan +opt_step:78592 lr:0.0001243 clip_eps:0.1 entropy:0.6293 +2026-01-08 14:01:33 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3116.46 total_reward_ma:2842.28 loss:0.03508 fps:1384 +frame:5.04e+06 wall_t:3642 t:315000 epi:nan +opt_step:78720 lr:0.000124 clip_eps:0.1 entropy:0.6219 +2026-01-08 14:01:40 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3146.99 total_reward_ma:2845.89 loss:0.03071 fps:1384 +frame:5.05e+06 wall_t:3649 t:315625 epi:nan +opt_step:78880 lr:0.0001238 clip_eps:0.1 entropy:0.6561 +2026-01-08 14:01:47 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3146.66 total_reward_ma:2849.45 loss:0.02009 fps:1384 +frame:5.06e+06 wall_t:3657 t:316250 epi:nan +opt_step:79040 lr:0.0001235 clip_eps:0.1 entropy:0.5563 +2026-01-08 14:01:55 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3121.45 total_reward_ma:2852.71 loss:0.035 fps:1384 +frame:5.07e+06 wall_t:3664 t:316875 epi:nan +opt_step:79200 lr:0.0001233 clip_eps:0.1 entropy:0.5713 +2026-01-08 14:02:02 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3128.37 total_reward_ma:2856.35 loss:0.03462 fps:1384 +frame:5.08e+06 wall_t:3671 t:317500 epi:nan +opt_step:79360 lr:0.000123 clip_eps:0.1 entropy:0.6002 +2026-01-08 14:02:09 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3125.16 total_reward_ma:2859.87 loss:0.06732 fps:1384 +frame:5.09e+06 wall_t:3678 t:318125 epi:nan +opt_step:79520 lr:0.0001228 clip_eps:0.1 entropy:0.5417 +2026-01-08 14:02:16 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3114.58 total_reward_ma:2863.14 loss:0.007627 fps:1384 +frame:5.10e+06 wall_t:3685 t:318750 epi:nan +opt_step:79680 lr:0.0001225 clip_eps:0.1 entropy:0.5525 +2026-01-08 14:02:22 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3136.94 total_reward_ma:2867.11 loss:0.01467 fps:1384 +frame:5.11e+06 wall_t:3692 t:319375 epi:nan +opt_step:79840 lr:0.0001223 clip_eps:0.1 entropy:0.589 +2026-01-08 14:02:29 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3133.73 total_reward_ma:2871.23 loss:0.04086 fps:1384 +frame:5.12e+06 wall_t:3699 t:320000 epi:nan +opt_step:80000 lr:0.000122 clip_eps:0.1 entropy:0.6177 +2026-01-08 14:02:37 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3097.84 total_reward_ma:2874.86 loss:0.04113 fps:1384 +frame:5.13e+06 wall_t:3706 t:320625 epi:nan +opt_step:80128 lr:0.0001218 clip_eps:0.1 entropy:0.5786 +2026-01-08 14:02:45 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3071.35 total_reward_ma:2877.83 loss:0.06243 fps:1384 +frame:5.14e+06 wall_t:3715 t:321250 epi:nan +opt_step:80288 lr:0.0001215 clip_eps:0.1 entropy:0.601 +2026-01-08 14:02:53 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3016.90 total_reward_ma:2879.98 loss:0.03146 fps:1384 +frame:5.15e+06 wall_t:3722 t:321875 epi:nan +opt_step:80448 lr:0.0001213 clip_eps:0.1 entropy:0.5833 +2026-01-08 14:03:01 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3016.90 total_reward_ma:2881.92 loss:0.0194 fps:1383 +frame:5.16e+06 wall_t:3730 t:322500 epi:nan +opt_step:80608 lr:0.000121 clip_eps:0.1 entropy:0.6111 +2026-01-08 14:03:08 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3005.28 total_reward_ma:2884.18 loss:0.02521 fps:1383 +frame:5.17e+06 wall_t:3738 t:323125 epi:nan +opt_step:80768 lr:0.0001208 clip_eps:0.1 entropy:0.5714 +2026-01-08 14:03:15 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2968.21 total_reward_ma:2885.97 loss:0.01741 fps:1384 +frame:5.18e+06 wall_t:3744 t:323750 epi:nan +opt_step:80928 lr:0.0001205 clip_eps:0.1 entropy:0.5694 +2026-01-08 14:03:22 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2887.35 total_reward_ma:2886.95 loss:0.02095 fps:1384 +frame:5.19e+06 wall_t:3751 t:324375 epi:nan +opt_step:81088 lr:0.0001203 clip_eps:0.1 entropy:0.5237 +2026-01-08 14:03:31 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2895.33 total_reward_ma:2888.14 loss:0.05083 fps:1383 +frame:5.20e+06 wall_t:3760 t:325000 epi:nan +opt_step:81248 lr:0.00012 clip_eps:0.1 entropy:0.5366 +2026-01-08 14:03:37 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2903.92 total_reward_ma:2889.52 loss:0.02742 fps:1383 +frame:5.21e+06 wall_t:3766 t:325625 epi:nan +opt_step:81376 lr:0.0001198 clip_eps:0.1 entropy:0.5285 +2026-01-08 14:03:45 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2894.66 total_reward_ma:2890.83 loss:0.04137 fps:1383 +frame:5.22e+06 wall_t:3774 t:326250 epi:nan +opt_step:81536 lr:0.0001195 clip_eps:0.1 entropy:0.5304 +2026-01-08 14:03:53 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2869.55 total_reward_ma:2892.15 loss:0.02532 fps:1383 +frame:5.23e+06 wall_t:3782 t:326875 epi:nan +opt_step:81696 lr:0.0001193 clip_eps:0.1 entropy:0.5248 +2026-01-08 14:04:00 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2863.68 total_reward_ma:2893.10 loss:-0.004786 fps:1383 +frame:5.24e+06 wall_t:3789 t:327500 epi:nan +opt_step:81856 lr:0.000119 clip_eps:0.1 entropy:0.5342 +2026-01-08 14:04:07 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2874.07 total_reward_ma:2894.19 loss:0.01643 fps:1383 +frame:5.25e+06 wall_t:3797 t:328125 epi:nan +opt_step:82016 lr:0.0001188 clip_eps:0.1 entropy:0.5654 +2026-01-08 14:04:15 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2941.88 total_reward_ma:2896.09 loss:0.01076 fps:1383 +frame:5.26e+06 wall_t:3804 t:328750 epi:nan +opt_step:82176 lr:0.0001185 clip_eps:0.1 entropy:0.4992 +2026-01-08 14:04:23 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2915.38 total_reward_ma:2897.52 loss:0.07457 fps:1382 +frame:5.27e+06 wall_t:3812 t:329375 epi:nan +opt_step:82336 lr:0.0001183 clip_eps:0.1 entropy:0.5539 +2026-01-08 14:04:29 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2896.98 total_reward_ma:2898.75 loss:0.01559 fps:1383 +frame:5.28e+06 wall_t:3819 t:330000 epi:nan +opt_step:82496 lr:0.000118 clip_eps:0.1 entropy:0.5409 +2026-01-08 14:04:37 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2907.56 total_reward_ma:2899.72 loss:0.01486 fps:1382 +frame:5.29e+06 wall_t:3827 t:330625 epi:nan +opt_step:82656 lr:0.0001178 clip_eps:0.1 entropy:0.5738 +2026-01-08 14:04:44 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2945.73 total_reward_ma:2901.21 loss:0.03271 fps:1382 +frame:5.30e+06 wall_t:3834 t:331250 epi:nan +opt_step:82784 lr:0.0001175 clip_eps:0.1 entropy:0.5231 +2026-01-08 14:04:51 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2964.40 total_reward_ma:2902.80 loss:0.03918 fps:1382 +frame:5.31e+06 wall_t:3841 t:331875 epi:nan +opt_step:82944 lr:0.0001173 clip_eps:0.1 entropy:0.5155 +2026-01-08 14:04:59 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2962.90 total_reward_ma:2904.86 loss:0.04471 fps:1383 +frame:5.32e+06 wall_t:3848 t:332500 epi:nan +opt_step:83104 lr:0.000117 clip_eps:0.1 entropy:0.5632 +2026-01-08 14:05:07 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2966.04 total_reward_ma:2906.76 loss:0.04281 fps:1382 +frame:5.33e+06 wall_t:3857 t:333125 epi:nan +opt_step:83264 lr:0.0001168 clip_eps:0.1 entropy:0.6496 +2026-01-08 14:05:15 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2966.13 total_reward_ma:2908.97 loss:0.02438 fps:1382 +frame:5.34e+06 wall_t:3864 t:333750 epi:nan +opt_step:83424 lr:0.0001165 clip_eps:0.1 entropy:0.6328 +2026-01-08 14:05:22 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2925.13 total_reward_ma:2910.81 loss:0.03471 fps:1382 +frame:5.35e+06 wall_t:3871 t:334375 epi:nan +opt_step:83584 lr:0.0001163 clip_eps:0.1 entropy:0.6045 +2026-01-08 14:05:30 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2953.96 total_reward_ma:2913.08 loss:0.01903 fps:1382 +frame:5.36e+06 wall_t:3879 t:335000 epi:nan +opt_step:83744 lr:0.000116 clip_eps:0.1 entropy:0.6029 +2026-01-08 14:05:37 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2941.93 total_reward_ma:2915.16 loss:0.02563 fps:1382 +frame:5.37e+06 wall_t:3886 t:335625 epi:nan +opt_step:83904 lr:0.0001158 clip_eps:0.1 entropy:0.5791 +2026-01-08 14:05:43 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2933.61 total_reward_ma:2917.17 loss:0.00334 fps:1382 +frame:5.38e+06 wall_t:3892 t:336250 epi:nan +opt_step:84032 lr:0.0001155 clip_eps:0.1 entropy:0.4947 +2026-01-08 14:05:50 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2925.71 total_reward_ma:2918.66 loss:0.04001 fps:1382 +frame:5.39e+06 wall_t:3899 t:336875 epi:nan +opt_step:84192 lr:0.0001153 clip_eps:0.1 entropy:0.6065 +2026-01-08 14:05:57 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2920.69 total_reward_ma:2919.84 loss:0.03731 fps:1382 +frame:5.40e+06 wall_t:3907 t:337500 epi:nan +opt_step:84352 lr:0.000115 clip_eps:0.1 entropy:0.5875 +2026-01-08 14:06:04 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2918.69 total_reward_ma:2920.93 loss:0.03435 fps:1382 +frame:5.41e+06 wall_t:3914 t:338125 epi:nan +opt_step:84512 lr:0.0001148 clip_eps:0.1 entropy:0.6169 +2026-01-08 14:06:12 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2921.95 total_reward_ma:2921.97 loss:0.003726 fps:1382 +frame:5.42e+06 wall_t:3922 t:338750 epi:nan +opt_step:84672 lr:0.0001145 clip_eps:0.1 entropy:0.5959 +2026-01-08 14:06:20 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2930.56 total_reward_ma:2922.70 loss:0.02362 fps:1382 +frame:5.43e+06 wall_t:3929 t:339375 epi:nan +opt_step:84832 lr:0.0001143 clip_eps:0.1 entropy:0.5858 +2026-01-08 14:06:28 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2971.04 total_reward_ma:2923.83 loss:0.05138 fps:1382 +frame:5.44e+06 wall_t:3937 t:340000 epi:nan +opt_step:84992 lr:0.000114 clip_eps:0.1 entropy:0.6277 +2026-01-08 14:06:35 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2993.31 total_reward_ma:2925.08 loss:0.01476 fps:1382 +frame:5.45e+06 wall_t:3944 t:340625 epi:nan +opt_step:85152 lr:0.0001138 clip_eps:0.1 entropy:0.553 +2026-01-08 14:06:42 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2991.21 total_reward_ma:2926.45 loss:0.01994 fps:1382 +frame:5.46e+06 wall_t:3952 t:341250 epi:nan +opt_step:85312 lr:0.0001135 clip_eps:0.1 entropy:0.6011 +2026-01-08 14:06:49 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2993.22 total_reward_ma:2927.68 loss:0.03053 fps:1382 +frame:5.47e+06 wall_t:3958 t:341875 epi:nan +opt_step:85440 lr:0.0001133 clip_eps:0.1 entropy:0.6101 +2026-01-08 14:06:57 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3033.10 total_reward_ma:2929.37 loss:0.03715 fps:1382 +frame:5.48e+06 wall_t:3966 t:342500 epi:nan +opt_step:85600 lr:0.000113 clip_eps:0.1 entropy:0.5743 +2026-01-08 14:07:05 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3001.49 total_reward_ma:2930.68 loss:0.03338 fps:1381 +frame:5.49e+06 wall_t:3974 t:343125 epi:nan +opt_step:85760 lr:0.0001128 clip_eps:0.1 entropy:0.5663 +2026-01-08 14:07:12 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3000.85 total_reward_ma:2931.98 loss:0.002566 fps:1382 +frame:5.50e+06 wall_t:3981 t:343750 epi:nan +opt_step:85920 lr:0.0001125 clip_eps:0.1 entropy:0.5427 +2026-01-08 14:07:19 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2977.87 total_reward_ma:2932.80 loss:0.02714 fps:1382 +frame:5.51e+06 wall_t:3988 t:344375 epi:nan +opt_step:86080 lr:0.0001123 clip_eps:0.1 entropy:0.613 +2026-01-08 14:07:26 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3016.66 total_reward_ma:2934.26 loss:0.02807 fps:1382 +frame:5.52e+06 wall_t:3995 t:345000 epi:nan +opt_step:86240 lr:0.000112 clip_eps:0.1 entropy:0.5864 +2026-01-08 14:07:33 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3000.74 total_reward_ma:2935.62 loss:-0.006837 fps:1382 +frame:5.53e+06 wall_t:4002 t:345625 epi:nan +opt_step:86400 lr:0.0001118 clip_eps:0.1 entropy:0.5878 +2026-01-08 14:07:40 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2980.47 total_reward_ma:2936.72 loss:0.07151 fps:1382 +frame:5.54e+06 wall_t:4009 t:346250 epi:nan +opt_step:86560 lr:0.0001115 clip_eps:0.1 entropy:0.5773 +2026-01-08 14:07:45 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2951.36 total_reward_ma:2937.08 loss:0.03528 fps:1383 +frame:5.55e+06 wall_t:4014 t:346875 epi:nan +opt_step:86688 lr:0.0001113 clip_eps:0.1 entropy:0.5945 +2026-01-08 14:07:51 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2976.93 total_reward_ma:2937.77 loss:0.04061 fps:1383 +frame:5.56e+06 wall_t:4021 t:347500 epi:nan +opt_step:86848 lr:0.000111 clip_eps:0.1 entropy:0.5534 +2026-01-08 14:07:58 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2974.54 total_reward_ma:2938.56 loss:0.01735 fps:1383 +frame:5.57e+06 wall_t:4028 t:348125 epi:nan +opt_step:87008 lr:0.0001108 clip_eps:0.1 entropy:0.6119 +2026-01-08 14:08:05 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3000.48 total_reward_ma:2939.52 loss:0.0434 fps:1383 +frame:5.58e+06 wall_t:4034 t:348750 epi:nan +opt_step:87168 lr:0.0001105 clip_eps:0.1 entropy:0.526 +2026-01-08 14:08:12 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:2964.51 total_reward_ma:2939.88 loss:0.05228 fps:1383 +frame:5.59e+06 wall_t:4041 t:349375 epi:nan +opt_step:87328 lr:0.0001103 clip_eps:0.1 entropy:0.6547 +2026-01-08 14:08:18 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3006.21 total_reward_ma:2940.68 loss:0.02402 fps:1384 +frame:5.60e+06 wall_t:4047 t:350000 epi:nan +opt_step:87488 lr:0.00011 clip_eps:0.1 entropy:0.557 +2026-01-08 14:08:25 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3052.03 total_reward_ma:2941.85 loss:0.01402 fps:1384 +frame:5.61e+06 wall_t:4054 t:350625 epi:nan +opt_step:87648 lr:0.0001098 clip_eps:0.1 entropy:0.5622 +2026-01-08 14:08:31 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3085.21 total_reward_ma:2943.76 loss:0.02936 fps:1384 +frame:5.62e+06 wall_t:4060 t:351250 epi:nan +opt_step:87808 lr:0.0001095 clip_eps:0.1 entropy:0.6003 +2026-01-08 14:08:37 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3099.91 total_reward_ma:2946.20 loss:0.08304 fps:1384 +frame:5.63e+06 wall_t:4067 t:351875 epi:nan +opt_step:87968 lr:0.0001093 clip_eps:0.1 entropy:0.6095 +2026-01-08 14:08:43 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3113.35 total_reward_ma:2948.79 loss:0.02536 fps:1385 +frame:5.64e+06 wall_t:4073 t:352500 epi:nan +opt_step:88096 lr:0.000109 clip_eps:0.1 entropy:0.5835 +2026-01-08 14:08:50 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3149.06 total_reward_ma:2951.97 loss:0.01516 fps:1385 +frame:5.65e+06 wall_t:4079 t:353125 epi:nan +opt_step:88256 lr:0.0001088 clip_eps:0.1 entropy:0.5498 +2026-01-08 14:08:56 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3142.57 total_reward_ma:2955.13 loss:0.0378 fps:1385 +frame:5.66e+06 wall_t:4086 t:353750 epi:nan +opt_step:88416 lr:0.0001085 clip_eps:0.1 entropy:0.5244 +2026-01-08 14:09:03 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3172.48 total_reward_ma:2958.96 loss:-0.004686 fps:1386 +frame:5.67e+06 wall_t:4092 t:354375 epi:nan +opt_step:88576 lr:0.0001083 clip_eps:0.1 entropy:0.5992 +2026-01-08 14:09:10 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3171.52 total_reward_ma:2962.89 loss:0.0241 fps:1386 +frame:5.68e+06 wall_t:4099 t:355000 epi:nan +opt_step:88736 lr:0.000108 clip_eps:0.1 entropy:0.5868 +2026-01-08 14:09:16 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3144.56 total_reward_ma:2967.03 loss:0.03692 fps:1386 +frame:5.69e+06 wall_t:4106 t:355625 epi:nan +opt_step:88896 lr:0.0001078 clip_eps:0.1 entropy:0.5508 +2026-01-08 14:09:23 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3142.19 total_reward_ma:2970.94 loss:0.07644 fps:1386 +frame:5.70e+06 wall_t:4112 t:356250 epi:nan +opt_step:89056 lr:0.0001075 clip_eps:0.1 entropy:0.5874 +2026-01-08 14:09:29 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3172.85 total_reward_ma:2975.27 loss:0.003664 fps:1387 +frame:5.71e+06 wall_t:4118 t:356875 epi:nan +opt_step:89216 lr:0.0001073 clip_eps:0.1 entropy:0.5833 +2026-01-08 14:09:34 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3162.74 total_reward_ma:2979.32 loss:0.04963 fps:1387 +frame:5.72e+06 wall_t:4124 t:357500 epi:nan +opt_step:89344 lr:0.000107 clip_eps:0.1 entropy:0.4865 +2026-01-08 14:09:40 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3159.67 total_reward_ma:2983.44 loss:0.0263 fps:1387 +frame:5.73e+06 wall_t:4130 t:358125 epi:nan +opt_step:89504 lr:0.0001068 clip_eps:0.1 entropy:0.5934 +2026-01-08 14:09:46 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3157.30 total_reward_ma:2987.43 loss:0.01494 fps:1388 +frame:5.74e+06 wall_t:4136 t:358750 epi:nan +opt_step:89664 lr:0.0001065 clip_eps:0.1 entropy:0.6017 +2026-01-08 14:09:53 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3158.54 total_reward_ma:2991.62 loss:0.02038 fps:1388 +frame:5.75e+06 wall_t:4142 t:359375 epi:nan +opt_step:89824 lr:0.0001063 clip_eps:0.1 entropy:0.5875 +2026-01-08 14:09:59 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3164.29 total_reward_ma:2995.90 loss:0.005944 fps:1389 +frame:5.76e+06 wall_t:4148 t:360000 epi:nan +opt_step:89984 lr:0.000106 clip_eps:0.1 entropy:0.5637 +2026-01-08 14:10:05 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3127.98 total_reward_ma:2999.67 loss:0.03956 fps:1389 +frame:5.77e+06 wall_t:4154 t:360625 epi:nan +opt_step:90144 lr:0.0001058 clip_eps:0.1 entropy:0.5636 +2026-01-08 14:10:11 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3142.75 total_reward_ma:3003.84 loss:0.03495 fps:1389 +frame:5.78e+06 wall_t:4160 t:361250 epi:nan +opt_step:90304 lr:0.0001055 clip_eps:0.1 entropy:0.5536 +2026-01-08 14:10:17 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3136.44 total_reward_ma:3007.69 loss:0.005733 fps:1389 +frame:5.79e+06 wall_t:4167 t:361875 epi:nan +opt_step:90464 lr:0.0001053 clip_eps:0.1 entropy:0.5759 +2026-01-08 14:10:24 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3144.04 total_reward_ma:3011.53 loss:0.03368 fps:1390 +frame:5.80e+06 wall_t:4173 t:362500 epi:nan +opt_step:90624 lr:0.000105 clip_eps:0.1 entropy:0.5283 +2026-01-08 14:10:30 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3140.91 total_reward_ma:3014.83 loss:0.04433 fps:1390 +frame:5.81e+06 wall_t:4180 t:363125 epi:nan +opt_step:90752 lr:0.0001048 clip_eps:0.1 entropy:0.5584 +2026-01-08 14:10:37 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3128.59 total_reward_ma:3018.10 loss:0.06905 fps:1390 +frame:5.82e+06 wall_t:4187 t:363750 epi:nan +opt_step:90912 lr:0.0001045 clip_eps:0.1 entropy:0.5767 +2026-01-08 14:10:44 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3164.77 total_reward_ma:3021.82 loss:0.03278 fps:1390 +frame:5.83e+06 wall_t:4194 t:364375 epi:nan +opt_step:91072 lr:0.0001043 clip_eps:0.1 entropy:0.5826 +2026-01-08 14:10:51 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3187.44 total_reward_ma:3025.55 loss:0.01903 fps:1390 +frame:5.84e+06 wall_t:4200 t:365000 epi:nan +opt_step:91232 lr:0.000104 clip_eps:0.1 entropy:0.6033 +2026-01-08 14:10:58 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3161.18 total_reward_ma:3028.87 loss:0.07805 fps:1391 +frame:5.85e+06 wall_t:4207 t:365625 epi:nan +opt_step:91392 lr:0.0001038 clip_eps:0.1 entropy:0.5674 +2026-01-08 14:11:04 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3068.92 total_reward_ma:3031.17 loss:0.03752 fps:1391 +frame:5.86e+06 wall_t:4214 t:366250 epi:nan +opt_step:91552 lr:0.0001035 clip_eps:0.1 entropy:0.5385 +2026-01-08 14:11:11 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3114.24 total_reward_ma:3033.99 loss:0.02309 fps:1391 +frame:5.87e+06 wall_t:4220 t:366875 epi:nan +opt_step:91712 lr:0.0001033 clip_eps:0.1 entropy:0.5773 +2026-01-08 14:11:17 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3085.42 total_reward_ma:3036.42 loss:0.01951 fps:1391 +frame:5.88e+06 wall_t:4226 t:367500 epi:nan +opt_step:91872 lr:0.000103 clip_eps:0.1 entropy:0.639 +2026-01-08 14:11:22 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3046.87 total_reward_ma:3038.28 loss:0.03593 fps:1392 +frame:5.89e+06 wall_t:4232 t:368125 epi:nan +opt_step:92000 lr:0.0001028 clip_eps:0.1 entropy:0.5431 +2026-01-08 14:11:29 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3052.02 total_reward_ma:3039.93 loss:0.01601 fps:1392 +frame:5.90e+06 wall_t:4238 t:368750 epi:nan +opt_step:92160 lr:0.0001025 clip_eps:0.1 entropy:0.6064 +2026-01-08 14:11:35 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3006.28 total_reward_ma:3040.52 loss:0.01617 fps:1393 +frame:5.91e+06 wall_t:4244 t:369375 epi:nan +opt_step:92320 lr:0.0001023 clip_eps:0.1 entropy:0.5444 +2026-01-08 14:11:41 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3041.90 total_reward_ma:3041.49 loss:0.03712 fps:1393 +frame:5.92e+06 wall_t:4250 t:370000 epi:nan +opt_step:92480 lr:0.000102 clip_eps:0.1 entropy:0.5382 +2026-01-08 14:11:46 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3049.39 total_reward_ma:3042.12 loss:0.01161 fps:1393 +frame:5.93e+06 wall_t:4256 t:370625 epi:nan +opt_step:92640 lr:0.0001018 clip_eps:0.1 entropy:0.595 +2026-01-08 14:11:52 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3091.41 total_reward_ma:3042.64 loss:0.02793 fps:1394 +frame:5.94e+06 wall_t:4262 t:371250 epi:nan +opt_step:92800 lr:0.0001015 clip_eps:0.1 entropy:0.6029 +2026-01-08 14:11:59 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3137.10 total_reward_ma:3043.23 loss:0.02351 fps:1394 +frame:5.95e+06 wall_t:4268 t:371875 epi:nan +opt_step:92960 lr:0.0001013 clip_eps:0.1 entropy:0.5402 +2026-01-08 14:12:05 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3144.54 total_reward_ma:3043.74 loss:0.0307 fps:1394 +frame:5.96e+06 wall_t:4275 t:372500 epi:nan +opt_step:93120 lr:0.000101 clip_eps:0.1 entropy:0.5754 +2026-01-08 14:12:12 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3138.23 total_reward_ma:3044.20 loss:0.01657 fps:1395 +frame:5.97e+06 wall_t:4281 t:373125 epi:nan +opt_step:93280 lr:0.0001008 clip_eps:0.1 entropy:0.5455 +2026-01-08 14:12:18 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3137.99 total_reward_ma:3044.71 loss:0.0488 fps:1395 +frame:5.98e+06 wall_t:4287 t:373750 epi:nan +opt_step:93408 lr:0.0001005 clip_eps:0.1 entropy:0.5363 +2026-01-08 14:12:24 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3168.25 total_reward_ma:3045.26 loss:0.01456 fps:1395 +frame:5.99e+06 wall_t:4293 t:374375 epi:nan +opt_step:93568 lr:0.0001003 clip_eps:0.1 entropy:0.5287 +2026-01-08 14:12:30 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3167.49 total_reward_ma:3045.68 loss:0.03243 fps:1396 +frame:6.00e+06 wall_t:4299 t:375000 epi:nan +opt_step:93728 lr:0.0001 clip_eps:0.1 entropy:0.5498 +2026-01-08 14:12:36 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3159.49 total_reward_ma:3046.12 loss:0.007455 fps:1396 +frame:6.01e+06 wall_t:4305 t:375625 epi:nan +opt_step:93888 lr:9.978e-05 clip_eps:0.1 entropy:0.5655 +2026-01-08 14:12:42 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3215.08 total_reward_ma:3047.53 loss:0.03831 fps:1396 +frame:6.02e+06 wall_t:4312 t:376250 epi:nan +opt_step:94048 lr:9.952e-05 clip_eps:0.1 entropy:0.5316 +2026-01-08 14:12:48 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3220.06 total_reward_ma:3048.36 loss:0.05895 fps:1396 +frame:6.03e+06 wall_t:4318 t:376875 epi:nan +opt_step:94208 lr:9.927e-05 clip_eps:0.1 entropy:0.5569 +2026-01-08 14:12:54 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3206.63 total_reward_ma:3049.26 loss:0.02541 fps:1397 +frame:6.04e+06 wall_t:4324 t:377500 epi:nan +opt_step:94368 lr:9.901e-05 clip_eps:0.1 entropy:0.6281 +2026-01-08 14:13:01 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3217.57 total_reward_ma:3049.96 loss:0.06277 fps:1397 +frame:6.05e+06 wall_t:4330 t:378125 epi:nan +opt_step:94528 lr:9.876e-05 clip_eps:0.1 entropy:0.5371 +2026-01-08 14:13:06 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3205.95 total_reward_ma:3050.56 loss:0.01773 fps:1398 +frame:6.06e+06 wall_t:4336 t:378750 epi:nan +opt_step:94656 lr:9.855e-05 clip_eps:0.1 entropy:0.5589 +2026-01-08 14:13:13 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3197.44 total_reward_ma:3051.32 loss:0.04415 fps:1398 +frame:6.07e+06 wall_t:4342 t:379375 epi:nan +opt_step:94816 lr:9.829e-05 clip_eps:0.1 entropy:0.5819 +2026-01-08 14:13:19 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3169.56 total_reward_ma:3051.73 loss:0.05355 fps:1398 +frame:6.08e+06 wall_t:4348 t:380000 epi:nan +opt_step:94976 lr:9.804e-05 clip_eps:0.1 entropy:0.5039 +2026-01-08 14:13:25 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3167.66 total_reward_ma:3052.15 loss:0.04047 fps:1398 +frame:6.09e+06 wall_t:4355 t:380625 epi:nan +opt_step:95136 lr:9.778e-05 clip_eps:0.1 entropy:0.5692 +2026-01-08 14:13:31 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3165.88 total_reward_ma:3052.67 loss:0.05598 fps:1399 +frame:6.10e+06 wall_t:4361 t:381250 epi:nan +opt_step:95296 lr:9.753e-05 clip_eps:0.1 entropy:0.5672 +2026-01-08 14:13:37 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3169.52 total_reward_ma:3052.99 loss:0.03662 fps:1399 +frame:6.11e+06 wall_t:4367 t:381875 epi:nan +opt_step:95456 lr:9.727e-05 clip_eps:0.1 entropy:0.5462 +2026-01-08 14:13:44 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3135.85 total_reward_ma:3053.01 loss:0.04554 fps:1399 +frame:6.12e+06 wall_t:4373 t:382500 epi:nan +opt_step:95616 lr:9.701e-05 clip_eps:0.1 entropy:0.5414 +2026-01-08 14:13:50 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3157.27 total_reward_ma:3053.61 loss:0.0663 fps:1400 +frame:6.13e+06 wall_t:4379 t:383125 epi:nan +opt_step:95776 lr:9.676e-05 clip_eps:0.1 entropy:0.6132 +2026-01-08 14:13:56 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3186.19 total_reward_ma:3054.76 loss:0.03161 fps:1400 +frame:6.14e+06 wall_t:4385 t:383750 epi:nan +opt_step:95936 lr:9.65e-05 clip_eps:0.1 entropy:0.5381 +2026-01-08 14:14:01 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3182.73 total_reward_ma:3056.41 loss:0.06547 fps:1401 +frame:6.15e+06 wall_t:4390 t:384375 epi:nan +opt_step:96064 lr:9.63e-05 clip_eps:0.1 entropy:0.5003 +2026-01-08 14:14:08 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3200.78 total_reward_ma:3058.25 loss:0.02499 fps:1401 +frame:6.16e+06 wall_t:4397 t:385000 epi:nan +opt_step:96224 lr:9.604e-05 clip_eps:0.1 entropy:0.5602 +2026-01-08 14:14:15 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3173.35 total_reward_ma:3059.93 loss:0.0301 fps:1401 +frame:6.17e+06 wall_t:4404 t:385625 epi:nan +opt_step:96384 lr:9.579e-05 clip_eps:0.1 entropy:0.5767 +2026-01-08 14:14:21 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3130.72 total_reward_ma:3061.56 loss:0.01197 fps:1401 +frame:6.18e+06 wall_t:4411 t:386250 epi:nan +opt_step:96544 lr:9.553e-05 clip_eps:0.1 entropy:0.5462 +2026-01-08 14:14:28 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3135.97 total_reward_ma:3064.05 loss:0.085 fps:1401 +frame:6.19e+06 wall_t:4417 t:386875 epi:nan +opt_step:96704 lr:9.527e-05 clip_eps:0.1 entropy:0.5882 +2026-01-08 14:14:35 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3082.50 total_reward_ma:3065.92 loss:0.005344 fps:1401 +frame:6.20e+06 wall_t:4424 t:387500 epi:nan +opt_step:96864 lr:9.502e-05 clip_eps:0.1 entropy:0.6125 +2026-01-08 14:14:41 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3099.11 total_reward_ma:3067.87 loss:0.0363 fps:1401 +frame:6.21e+06 wall_t:4431 t:388125 epi:nan +opt_step:97024 lr:9.476e-05 clip_eps:0.1 entropy:0.6392 +2026-01-08 14:14:47 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3097.65 total_reward_ma:3069.90 loss:0.03973 fps:1402 +frame:6.22e+06 wall_t:4437 t:388750 epi:nan +opt_step:97184 lr:9.451e-05 clip_eps:0.1 entropy:0.5713 +2026-01-08 14:14:54 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3109.67 total_reward_ma:3072.30 loss:-0.003648 fps:1402 +frame:6.23e+06 wall_t:4443 t:389375 epi:nan +opt_step:97312 lr:9.43e-05 clip_eps:0.1 entropy:0.6301 +2026-01-08 14:15:00 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3084.01 total_reward_ma:3074.50 loss:0.03094 fps:1402 +frame:6.24e+06 wall_t:4450 t:390000 epi:nan +opt_step:97472 lr:9.404e-05 clip_eps:0.1 entropy:0.5625 +2026-01-08 14:15:07 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3054.36 total_reward_ma:3076.31 loss:0.01976 fps:1403 +frame:6.25e+06 wall_t:4456 t:390625 epi:nan +opt_step:97632 lr:9.379e-05 clip_eps:0.1 entropy:0.6197 +2026-01-08 14:15:13 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3072.67 total_reward_ma:3077.61 loss:0.004177 fps:1403 +frame:6.26e+06 wall_t:4463 t:391250 epi:nan +opt_step:97792 lr:9.353e-05 clip_eps:0.1 entropy:0.5694 +2026-01-08 14:15:20 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3050.98 total_reward_ma:3078.97 loss:0.0257 fps:1403 +frame:6.27e+06 wall_t:4469 t:391875 epi:nan +opt_step:97952 lr:9.328e-05 clip_eps:0.1 entropy:0.5881 +2026-01-08 14:15:26 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3036.98 total_reward_ma:3080.37 loss:0.03021 fps:1403 +frame:6.28e+06 wall_t:4476 t:392500 epi:nan +opt_step:98112 lr:9.302e-05 clip_eps:0.1 entropy:0.5672 +2026-01-08 14:15:33 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3052.45 total_reward_ma:3081.82 loss:0.06663 fps:1403 +frame:6.29e+06 wall_t:4482 t:393125 epi:nan +opt_step:98272 lr:9.276e-05 clip_eps:0.1 entropy:0.6105 +2026-01-08 14:15:39 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3040.30 total_reward_ma:3082.76 loss:0.02331 fps:1403 +frame:6.30e+06 wall_t:4489 t:393750 epi:nan +opt_step:98432 lr:9.251e-05 clip_eps:0.1 entropy:0.5945 +2026-01-08 14:15:46 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3017.42 total_reward_ma:3083.29 loss:0.02228 fps:1404 +frame:6.31e+06 wall_t:4495 t:394375 epi:nan +opt_step:98592 lr:9.225e-05 clip_eps:0.1 entropy:0.6083 +2026-01-08 14:15:51 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3069.21 total_reward_ma:3084.36 loss:0.06725 fps:1404 +frame:6.32e+06 wall_t:4500 t:395000 epi:nan +opt_step:98720 lr:9.205e-05 clip_eps:0.1 entropy:0.6471 +2026-01-08 14:15:57 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3085.78 total_reward_ma:3085.56 loss:0.02497 fps:1405 +frame:6.33e+06 wall_t:4506 t:395625 epi:nan +opt_step:98880 lr:9.179e-05 clip_eps:0.1 entropy:0.59 +2026-01-08 14:16:03 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3094.22 total_reward_ma:3086.84 loss:0.009652 fps:1405 +frame:6.34e+06 wall_t:4513 t:396250 epi:nan +opt_step:99040 lr:9.154e-05 clip_eps:0.1 entropy:0.5805 +2026-01-08 14:16:10 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3079.97 total_reward_ma:3088.39 loss:0.02077 fps:1405 +frame:6.35e+06 wall_t:4519 t:396875 epi:nan +opt_step:99200 lr:9.128e-05 clip_eps:0.1 entropy:0.5464 +2026-01-08 14:16:16 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3081.19 total_reward_ma:3089.66 loss:0.03712 fps:1405 +frame:6.36e+06 wall_t:4526 t:397500 epi:nan +opt_step:99360 lr:9.102e-05 clip_eps:0.1 entropy:0.5606 +2026-01-08 14:16:22 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3093.64 total_reward_ma:3091.17 loss:0.02776 fps:1406 +frame:6.37e+06 wall_t:4532 t:398125 epi:nan +opt_step:99520 lr:9.077e-05 clip_eps:0.1 entropy:0.6074 +2026-01-08 14:16:28 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3082.11 total_reward_ma:3092.66 loss:0.04369 fps:1406 +frame:6.38e+06 wall_t:4538 t:398750 epi:nan +opt_step:99680 lr:9.051e-05 clip_eps:0.1 entropy:0.553 +2026-01-08 14:16:35 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3089.68 total_reward_ma:3094.30 loss:0.04304 fps:1406 +frame:6.39e+06 wall_t:4544 t:399375 epi:nan +opt_step:99840 lr:9.026e-05 clip_eps:0.1 entropy:0.5822 +2026-01-08 14:16:41 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3095.44 total_reward_ma:3096.05 loss:0.01672 fps:1407 +frame:6.40e+06 wall_t:4550 t:400000 epi:nan +opt_step:100000 lr:9e-05 clip_eps:0.1 entropy:0.5267 +2026-01-08 14:16:47 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3093.41 total_reward_ma:3097.79 loss:0.01314 fps:1407 +frame:6.41e+06 wall_t:4556 t:400625 epi:nan +opt_step:100128 lr:8.98e-05 clip_eps:0.1 entropy:0.5844 +2026-01-08 14:16:53 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3099.20 total_reward_ma:3099.57 loss:0.08727 fps:1407 +frame:6.42e+06 wall_t:4562 t:401250 epi:nan +opt_step:100288 lr:8.954e-05 clip_eps:0.1 entropy:0.568 +2026-01-08 14:16:59 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3092.64 total_reward_ma:3101.19 loss:0.05426 fps:1408 +frame:6.43e+06 wall_t:4568 t:401875 epi:nan +opt_step:100448 lr:8.928e-05 clip_eps:0.1 entropy:0.5255 +2026-01-08 14:17:05 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3082.22 total_reward_ma:3102.30 loss:0.02451 fps:1408 +frame:6.44e+06 wall_t:4575 t:402500 epi:nan +opt_step:100608 lr:8.903e-05 clip_eps:0.1 entropy:0.5567 +2026-01-08 14:17:11 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3080.48 total_reward_ma:3103.17 loss:0.06287 fps:1408 +frame:6.45e+06 wall_t:4581 t:403125 epi:nan +opt_step:100768 lr:8.877e-05 clip_eps:0.1 entropy:0.5421 +2026-01-08 14:17:17 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3091.13 total_reward_ma:3104.17 loss:0.07737 fps:1408 +frame:6.46e+06 wall_t:4587 t:403750 epi:nan +opt_step:100928 lr:8.852e-05 clip_eps:0.1 entropy:0.5123 +2026-01-08 14:17:24 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3063.08 total_reward_ma:3104.87 loss:0.01754 fps:1408 +frame:6.47e+06 wall_t:4594 t:404375 epi:nan +opt_step:101088 lr:8.826e-05 clip_eps:0.1 entropy:0.581 +2026-01-08 14:17:31 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3075.25 total_reward_ma:3105.29 loss:0.03347 fps:1408 +frame:6.48e+06 wall_t:4601 t:405000 epi:nan +opt_step:101248 lr:8.8e-05 clip_eps:0.1 entropy:0.5657 +2026-01-08 14:17:37 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3057.51 total_reward_ma:3105.85 loss:0.05259 fps:1409 +frame:6.49e+06 wall_t:4606 t:405625 epi:nan +opt_step:101376 lr:8.78e-05 clip_eps:0.1 entropy:0.56 +2026-01-08 14:17:44 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3050.79 total_reward_ma:3106.35 loss:0.02554 fps:1409 +frame:6.50e+06 wall_t:4613 t:406250 epi:nan +opt_step:101536 lr:8.754e-05 clip_eps:0.1 entropy:0.5556 +2026-01-08 14:17:50 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3035.25 total_reward_ma:3106.92 loss:0.01958 fps:1409 +frame:6.51e+06 wall_t:4619 t:406875 epi:nan +opt_step:101696 lr:8.729e-05 clip_eps:0.1 entropy:0.5363 +2026-01-08 14:17:57 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3038.75 total_reward_ma:3107.14 loss:0.04655 fps:1409 +frame:6.52e+06 wall_t:4626 t:407500 epi:nan +opt_step:101856 lr:8.703e-05 clip_eps:0.1 entropy:0.502 +2026-01-08 14:18:03 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3083.35 total_reward_ma:3107.97 loss:0.06642 fps:1409 +frame:6.53e+06 wall_t:4633 t:408125 epi:nan +opt_step:102016 lr:8.677e-05 clip_eps:0.1 entropy:0.5445 +2026-01-08 14:18:09 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3079.01 total_reward_ma:3108.96 loss:0.02949 fps:1410 +frame:6.54e+06 wall_t:4639 t:408750 epi:nan +opt_step:102176 lr:8.652e-05 clip_eps:0.1 entropy:0.5772 +2026-01-08 14:18:16 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3104.88 total_reward_ma:3110.49 loss:0.02158 fps:1410 +frame:6.55e+06 wall_t:4645 t:409375 epi:nan +opt_step:102336 lr:8.626e-05 clip_eps:0.1 entropy:0.5818 +2026-01-08 14:18:22 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3139.50 total_reward_ma:3112.12 loss:0.02671 fps:1410 +frame:6.56e+06 wall_t:4651 t:410000 epi:nan +opt_step:102496 lr:8.601e-05 clip_eps:0.1 entropy:0.6084 +2026-01-08 14:18:28 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3108.83 total_reward_ma:3113.46 loss:0.03972 fps:1410 +frame:6.57e+06 wall_t:4658 t:410625 epi:nan +opt_step:102656 lr:8.575e-05 clip_eps:0.1 entropy:0.568 +2026-01-08 14:18:34 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3137.87 total_reward_ma:3114.83 loss:0.01134 fps:1411 +frame:6.58e+06 wall_t:4663 t:411250 epi:nan +opt_step:102784 lr:8.555e-05 clip_eps:0.1 entropy:0.5705 +2026-01-08 14:18:41 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3107.37 total_reward_ma:3116.26 loss:0.02397 fps:1411 +frame:6.59e+06 wall_t:4670 t:411875 epi:nan +opt_step:102944 lr:8.529e-05 clip_eps:0.1 entropy:0.5713 +2026-01-08 14:18:47 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3126.58 total_reward_ma:3117.47 loss:0.02709 fps:1411 +frame:6.60e+06 wall_t:4676 t:412500 epi:nan +opt_step:103104 lr:8.503e-05 clip_eps:0.1 entropy:0.5771 +2026-01-08 14:18:53 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3130.95 total_reward_ma:3118.25 loss:0.02304 fps:1412 +frame:6.61e+06 wall_t:4682 t:413125 epi:nan +opt_step:103264 lr:8.478e-05 clip_eps:0.1 entropy:0.5354 +2026-01-08 14:18:59 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3112.19 total_reward_ma:3118.52 loss:0.01444 fps:1412 +frame:6.62e+06 wall_t:4689 t:413750 epi:nan +opt_step:103424 lr:8.452e-05 clip_eps:0.1 entropy:0.5546 +2026-01-08 14:19:06 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3110.91 total_reward_ma:3118.63 loss:0.02586 fps:1412 +frame:6.63e+06 wall_t:4695 t:414375 epi:nan +opt_step:103584 lr:8.427e-05 clip_eps:0.1 entropy:0.587 +2026-01-08 14:19:12 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3119.70 total_reward_ma:3118.70 loss:0.0366 fps:1412 +frame:6.64e+06 wall_t:4701 t:415000 epi:nan +opt_step:103744 lr:8.401e-05 clip_eps:0.1 entropy:0.5754 +2026-01-08 14:19:18 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3111.88 total_reward_ma:3118.33 loss:0.01479 fps:1412 +frame:6.65e+06 wall_t:4708 t:415625 epi:nan +opt_step:103904 lr:8.375e-05 clip_eps:0.1 entropy:0.6316 +2026-01-08 14:19:24 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3131.31 total_reward_ma:3118.21 loss:0.03467 fps:1413 +frame:6.66e+06 wall_t:4713 t:416250 epi:nan +opt_step:104032 lr:8.355e-05 clip_eps:0.1 entropy:0.5849 +2026-01-08 14:19:30 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3134.61 total_reward_ma:3117.83 loss:0.02176 fps:1413 +frame:6.67e+06 wall_t:4719 t:416875 epi:nan +opt_step:104192 lr:8.329e-05 clip_eps:0.1 entropy:0.6059 +2026-01-08 14:19:36 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3137.14 total_reward_ma:3117.49 loss:0.04329 fps:1414 +frame:6.68e+06 wall_t:4725 t:417500 epi:nan +opt_step:104352 lr:8.304e-05 clip_eps:0.1 entropy:0.5545 +2026-01-08 14:19:42 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3162.97 total_reward_ma:3117.68 loss:0.02741 fps:1414 +frame:6.69e+06 wall_t:4732 t:418125 epi:nan +opt_step:104512 lr:8.278e-05 clip_eps:0.1 entropy:0.5867 +2026-01-08 14:19:49 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3177.21 total_reward_ma:3118.03 loss:0.04763 fps:1414 +frame:6.70e+06 wall_t:4738 t:418750 epi:nan +opt_step:104672 lr:8.252e-05 clip_eps:0.1 entropy:0.5702 +2026-01-08 14:19:55 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3151.00 total_reward_ma:3117.81 loss:0.024 fps:1414 +frame:6.71e+06 wall_t:4744 t:419375 epi:nan +opt_step:104832 lr:8.227e-05 clip_eps:0.1 entropy:0.5939 +2026-01-08 14:20:01 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3210.57 total_reward_ma:3118.29 loss:0.009674 fps:1415 +frame:6.72e+06 wall_t:4750 t:420000 epi:nan +opt_step:104992 lr:8.201e-05 clip_eps:0.1 entropy:0.5455 +2026-01-08 14:20:07 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3195.47 total_reward_ma:3118.64 loss:0.03769 fps:1415 +frame:6.73e+06 wall_t:4756 t:420625 epi:nan +opt_step:105152 lr:8.176e-05 clip_eps:0.1 entropy:0.5988 +2026-01-08 14:20:13 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3196.89 total_reward_ma:3119.04 loss:0.04262 fps:1415 +frame:6.74e+06 wall_t:4762 t:421250 epi:nan +opt_step:105312 lr:8.15e-05 clip_eps:0.1 entropy:0.6288 +2026-01-08 14:20:18 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3210.02 total_reward_ma:3119.55 loss:0.03584 fps:1416 +frame:6.75e+06 wall_t:4768 t:421875 epi:nan +opt_step:105440 lr:8.13e-05 clip_eps:0.1 entropy:0.5561 +2026-01-08 14:20:25 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3233.30 total_reward_ma:3120.24 loss:0.0391 fps:1416 +frame:6.76e+06 wall_t:4774 t:422500 epi:nan +opt_step:105600 lr:8.104e-05 clip_eps:0.1 entropy:0.5125 +2026-01-08 14:20:32 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3324.71 total_reward_ma:3122.21 loss:0.01685 fps:1416 +frame:6.77e+06 wall_t:4781 t:423125 epi:nan +opt_step:105760 lr:8.078e-05 clip_eps:0.1 entropy:0.5894 +2026-01-08 14:20:38 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3349.55 total_reward_ma:3124.28 loss:0.00941 fps:1416 +frame:6.78e+06 wall_t:4788 t:423750 epi:nan +opt_step:105920 lr:8.053e-05 clip_eps:0.1 entropy:0.543 +2026-01-08 14:20:45 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3308.39 total_reward_ma:3126.00 loss:0.01125 fps:1416 +frame:6.79e+06 wall_t:4794 t:424375 epi:nan +opt_step:106080 lr:8.027e-05 clip_eps:0.1 entropy:0.5452 +2026-01-08 14:20:52 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3325.91 total_reward_ma:3127.82 loss:0.07601 fps:1416 +frame:6.80e+06 wall_t:4801 t:425000 epi:nan +opt_step:106240 lr:8.002e-05 clip_eps:0.1 entropy:0.5281 +2026-01-08 14:20:58 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3313.77 total_reward_ma:3129.55 loss:0.04091 fps:1416 +frame:6.81e+06 wall_t:4808 t:425625 epi:nan +opt_step:106400 lr:7.976e-05 clip_eps:0.1 entropy:0.606 +2026-01-08 14:21:04 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3310.63 total_reward_ma:3131.37 loss:0.03667 fps:1417 +frame:6.82e+06 wall_t:4813 t:426250 epi:nan +opt_step:106560 lr:7.95e-05 clip_eps:0.1 entropy:0.5628 +2026-01-08 14:21:10 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3354.85 total_reward_ma:3133.27 loss:0.03235 fps:1417 +frame:6.83e+06 wall_t:4819 t:426875 epi:nan +opt_step:106688 lr:7.93e-05 clip_eps:0.1 entropy:0.5656 +2026-01-08 14:21:17 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3288.32 total_reward_ma:3134.28 loss:0.03549 fps:1417 +frame:6.84e+06 wall_t:4826 t:427500 epi:nan +opt_step:106848 lr:7.904e-05 clip_eps:0.1 entropy:0.5848 +2026-01-08 14:21:23 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3320.76 total_reward_ma:3135.87 loss:0.06083 fps:1417 +frame:6.85e+06 wall_t:4833 t:428125 epi:nan +opt_step:107008 lr:7.879e-05 clip_eps:0.1 entropy:0.5431 +2026-01-08 14:21:30 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3343.59 total_reward_ma:3138.62 loss:0.02778 fps:1417 +frame:6.86e+06 wall_t:4840 t:428750 epi:nan +opt_step:107168 lr:7.853e-05 clip_eps:0.1 entropy:0.5673 +2026-01-08 14:21:37 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3331.20 total_reward_ma:3140.79 loss:0.03476 fps:1418 +frame:6.87e+06 wall_t:4846 t:429375 epi:nan +opt_step:107328 lr:7.828e-05 clip_eps:0.1 entropy:0.5649 +2026-01-08 14:21:43 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3328.00 total_reward_ma:3143.21 loss:0.06019 fps:1418 +frame:6.88e+06 wall_t:4853 t:430000 epi:nan +opt_step:107488 lr:7.802e-05 clip_eps:0.1 entropy:0.6223 +2026-01-08 14:21:50 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3368.68 total_reward_ma:3146.43 loss:0.02456 fps:1418 +frame:6.89e+06 wall_t:4860 t:430625 epi:nan +opt_step:107648 lr:7.776e-05 clip_eps:0.1 entropy:0.543 +2026-01-08 14:21:56 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3387.24 total_reward_ma:3149.78 loss:0.02828 fps:1418 +frame:6.90e+06 wall_t:4866 t:431250 epi:nan +opt_step:107808 lr:7.751e-05 clip_eps:0.1 entropy:0.5435 +2026-01-08 14:22:03 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3377.47 total_reward_ma:3153.50 loss:0.03068 fps:1418 +frame:6.91e+06 wall_t:4872 t:431875 epi:nan +opt_step:107968 lr:7.725e-05 clip_eps:0.1 entropy:0.5735 +2026-01-08 14:22:08 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3375.21 total_reward_ma:3156.83 loss:0.03051 fps:1419 +frame:6.92e+06 wall_t:4877 t:432500 epi:nan +opt_step:108096 lr:7.705e-05 clip_eps:0.1 entropy:0.6098 +2026-01-08 14:22:15 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3368.90 total_reward_ma:3160.02 loss:0.03735 fps:1419 +frame:6.93e+06 wall_t:4884 t:433125 epi:nan +opt_step:108256 lr:7.679e-05 clip_eps:0.1 entropy:0.5492 +2026-01-08 14:22:21 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3376.92 total_reward_ma:3162.88 loss:0.04374 fps:1419 +frame:6.94e+06 wall_t:4890 t:433750 epi:nan +opt_step:108416 lr:7.653e-05 clip_eps:0.1 entropy:0.5627 +2026-01-08 14:22:27 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3348.82 total_reward_ma:3165.00 loss:0.01431 fps:1419 +frame:6.95e+06 wall_t:4897 t:434375 epi:nan +opt_step:108576 lr:7.628e-05 clip_eps:0.1 entropy:0.5652 +2026-01-08 14:22:35 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3419.33 total_reward_ma:3167.74 loss:0.02371 fps:1419 +frame:6.96e+06 wall_t:4904 t:435000 epi:nan +opt_step:108736 lr:7.602e-05 clip_eps:0.1 entropy:0.6161 +2026-01-08 14:22:41 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3469.53 total_reward_ma:3171.06 loss:0.02834 fps:1419 +frame:6.97e+06 wall_t:4911 t:435625 epi:nan +opt_step:108896 lr:7.577e-05 clip_eps:0.1 entropy:0.5673 +2026-01-08 14:22:48 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3411.57 total_reward_ma:3173.79 loss:0.0254 fps:1420 +frame:6.98e+06 wall_t:4917 t:436250 epi:nan +opt_step:109056 lr:7.551e-05 clip_eps:0.1 entropy:0.5518 +2026-01-08 14:22:54 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3437.33 total_reward_ma:3176.48 loss:0.03624 fps:1420 +frame:6.99e+06 wall_t:4924 t:436875 epi:nan +opt_step:109216 lr:7.525e-05 clip_eps:0.1 entropy:0.5424 +2026-01-08 14:23:00 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3399.69 total_reward_ma:3178.81 loss:0.01158 fps:1420 +frame:7.00e+06 wall_t:4929 t:437500 epi:nan +opt_step:109344 lr:7.505e-05 clip_eps:0.1 entropy:0.5801 +2026-01-08 14:23:06 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3400.07 total_reward_ma:3181.21 loss:0.04126 fps:1420 +frame:7.01e+06 wall_t:4935 t:438125 epi:nan +opt_step:109504 lr:7.479e-05 clip_eps:0.1 entropy:0.6132 +2026-01-08 14:23:12 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3384.00 total_reward_ma:3182.90 loss:0.0247 fps:1421 +frame:7.02e+06 wall_t:4941 t:438750 epi:nan +opt_step:109664 lr:7.454e-05 clip_eps:0.1 entropy:0.5613 +2026-01-08 14:23:18 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3389.63 total_reward_ma:3184.60 loss:0.03091 fps:1421 +frame:7.03e+06 wall_t:4948 t:439375 epi:nan +opt_step:109824 lr:7.428e-05 clip_eps:0.1 entropy:0.5955 +2026-01-08 14:23:25 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3355.87 total_reward_ma:3186.09 loss:0.02738 fps:1421 +frame:7.04e+06 wall_t:4954 t:440000 epi:nan +opt_step:109984 lr:7.403e-05 clip_eps:0.1 entropy:0.5393 +2026-01-08 14:23:31 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3388.82 total_reward_ma:3187.80 loss:0.01291 fps:1421 +frame:7.05e+06 wall_t:4960 t:440625 epi:nan +opt_step:110144 lr:7.377e-05 clip_eps:0.1 entropy:0.5504 +2026-01-08 14:23:37 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3388.82 total_reward_ma:3189.63 loss:0.03152 fps:1422 +frame:7.06e+06 wall_t:4966 t:441250 epi:nan +opt_step:110304 lr:7.351e-05 clip_eps:0.1 entropy:0.5595 +2026-01-08 14:23:44 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3387.38 total_reward_ma:3191.53 loss:0.01635 fps:1422 +frame:7.07e+06 wall_t:4973 t:441875 epi:nan +opt_step:110464 lr:7.326e-05 clip_eps:0.1 entropy:0.5563 +2026-01-08 14:23:50 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3419.41 total_reward_ma:3194.03 loss:0.04384 fps:1422 +frame:7.08e+06 wall_t:4979 t:442500 epi:nan +opt_step:110624 lr:7.3e-05 clip_eps:0.1 entropy:0.5821 +2026-01-08 14:23:55 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3427.75 total_reward_ma:3196.63 loss:0.02682 fps:1422 +frame:7.09e+06 wall_t:4985 t:443125 epi:nan +opt_step:110752 lr:7.28e-05 clip_eps:0.1 entropy:0.5984 +2026-01-08 14:24:02 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3466.62 total_reward_ma:3199.64 loss:0.0157 fps:1423 +frame:7.10e+06 wall_t:4991 t:443750 epi:nan +opt_step:110912 lr:7.254e-05 clip_eps:0.1 entropy:0.5074 +2026-01-08 14:24:08 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3487.05 total_reward_ma:3202.81 loss:0.0008923 fps:1423 +frame:7.11e+06 wall_t:4997 t:444375 epi:nan +opt_step:111072 lr:7.228e-05 clip_eps:0.1 entropy:0.5998 +2026-01-08 14:24:14 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3532.31 total_reward_ma:3206.78 loss:0.02527 fps:1423 +frame:7.12e+06 wall_t:5004 t:445000 epi:nan +opt_step:111232 lr:7.203e-05 clip_eps:0.1 entropy:0.5614 +2026-01-08 14:24:20 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3516.37 total_reward_ma:3210.37 loss:0.02313 fps:1423 +frame:7.13e+06 wall_t:5010 t:445625 epi:nan +opt_step:111392 lr:7.177e-05 clip_eps:0.1 entropy:0.5714 +2026-01-08 14:24:26 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3549.59 total_reward_ma:3214.00 loss:-6.048e-05 fps:1423 +frame:7.14e+06 wall_t:5016 t:446250 epi:nan +opt_step:111552 lr:7.152e-05 clip_eps:0.1 entropy:0.56 +2026-01-08 14:24:32 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3585.63 total_reward_ma:3218.03 loss:0.01288 fps:1424 +frame:7.15e+06 wall_t:5022 t:446875 epi:nan +opt_step:111712 lr:7.126e-05 clip_eps:0.1 entropy:0.6041 +2026-01-08 14:24:38 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3623.27 total_reward_ma:3222.26 loss:0.04267 fps:1424 +frame:7.16e+06 wall_t:5028 t:447500 epi:nan +opt_step:111872 lr:7.1e-05 clip_eps:0.1 entropy:0.5888 +2026-01-08 14:24:44 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3657.03 total_reward_ma:3227.09 loss:0.02237 fps:1424 +frame:7.17e+06 wall_t:5034 t:448125 epi:nan +opt_step:112000 lr:7.08e-05 clip_eps:0.1 entropy:0.5583 +2026-01-08 14:24:50 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3677.13 total_reward_ma:3232.56 loss:0.02069 fps:1425 +frame:7.18e+06 wall_t:5040 t:448750 epi:nan +opt_step:112160 lr:7.054e-05 clip_eps:0.1 entropy:0.5584 +2026-01-08 14:24:57 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3661.60 total_reward_ma:3237.81 loss:0.02401 fps:1425 +frame:7.19e+06 wall_t:5046 t:449375 epi:nan +opt_step:112320 lr:7.029e-05 clip_eps:0.1 entropy:0.5645 +2026-01-08 14:25:03 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3664.41 total_reward_ma:3243.63 loss:0.009871 fps:1425 +frame:7.20e+06 wall_t:5053 t:450000 epi:nan +opt_step:112480 lr:7.003e-05 clip_eps:0.1 entropy:0.5557 +2026-01-08 14:25:09 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3695.03 total_reward_ma:3249.59 loss:-0.0009677 fps:1425 +frame:7.21e+06 wall_t:5059 t:450625 epi:nan +opt_step:112640 lr:6.978e-05 clip_eps:0.1 entropy:0.5827 +2026-01-08 14:25:16 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3677.43 total_reward_ma:3255.39 loss:0.04101 fps:1425 +frame:7.22e+06 wall_t:5065 t:451250 epi:nan +opt_step:112800 lr:6.952e-05 clip_eps:0.1 entropy:0.5227 +2026-01-08 14:25:23 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3776.95 total_reward_ma:3262.06 loss:0.03764 fps:1425 +frame:7.23e+06 wall_t:5073 t:451875 epi:nan +opt_step:112960 lr:6.926e-05 clip_eps:0.1 entropy:0.5708 +2026-01-08 14:25:30 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3779.32 total_reward_ma:3269.01 loss:0.03922 fps:1425 +frame:7.24e+06 wall_t:5079 t:452500 epi:nan +opt_step:113120 lr:6.901e-05 clip_eps:0.1 entropy:0.5674 +2026-01-08 14:25:37 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3716.81 total_reward_ma:3275.64 loss:0.07274 fps:1425 +frame:7.25e+06 wall_t:5086 t:453125 epi:nan +opt_step:113280 lr:6.875e-05 clip_eps:0.1 entropy:0.5982 +2026-01-08 14:25:43 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3756.01 total_reward_ma:3282.47 loss:0.01091 fps:1426 +frame:7.26e+06 wall_t:5092 t:453750 epi:nan +opt_step:113408 lr:6.855e-05 clip_eps:0.1 entropy:0.5735 +2026-01-08 14:25:50 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3791.56 total_reward_ma:3289.88 loss:0.02206 fps:1426 +frame:7.27e+06 wall_t:5099 t:454375 epi:nan +opt_step:113568 lr:6.829e-05 clip_eps:0.1 entropy:0.5695 +2026-01-08 14:25:56 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3813.62 total_reward_ma:3297.65 loss:0.04084 fps:1426 +frame:7.28e+06 wall_t:5106 t:455000 epi:nan +opt_step:113728 lr:6.804e-05 clip_eps:0.1 entropy:0.5105 +2026-01-08 14:26:03 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3818.31 total_reward_ma:3305.30 loss:0.03474 fps:1426 +frame:7.29e+06 wall_t:5112 t:455625 epi:nan +opt_step:113888 lr:6.778e-05 clip_eps:0.1 entropy:0.514 +2026-01-08 14:26:10 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3859.63 total_reward_ma:3313.50 loss:0.01753 fps:1426 +frame:7.30e+06 wall_t:5119 t:456250 epi:nan +opt_step:114048 lr:6.752e-05 clip_eps:0.1 entropy:0.5948 +2026-01-08 14:26:16 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3862.45 total_reward_ma:3321.95 loss:0.06445 fps:1426 +frame:7.31e+06 wall_t:5126 t:456875 epi:nan +opt_step:114208 lr:6.727e-05 clip_eps:0.1 entropy:0.5794 +2026-01-08 14:26:22 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3810.29 total_reward_ma:3329.36 loss:0.03151 fps:1426 +frame:7.32e+06 wall_t:5132 t:457500 epi:nan +opt_step:114368 lr:6.701e-05 clip_eps:0.1 entropy:0.5459 +2026-01-08 14:26:28 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3815.62 total_reward_ma:3336.66 loss:0.009975 fps:1427 +frame:7.33e+06 wall_t:5138 t:458125 epi:nan +opt_step:114528 lr:6.676e-05 clip_eps:0.1 entropy:0.5238 +2026-01-08 14:26:34 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3822.00 total_reward_ma:3343.93 loss:0.03793 fps:1427 +frame:7.34e+06 wall_t:5143 t:458750 epi:nan +opt_step:114656 lr:6.655e-05 clip_eps:0.1 entropy:0.5647 +2026-01-08 14:26:40 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3826.00 total_reward_ma:3351.39 loss:0.01883 fps:1427 +frame:7.35e+06 wall_t:5150 t:459375 epi:nan +opt_step:114816 lr:6.629e-05 clip_eps:0.1 entropy:0.5597 +2026-01-08 14:26:47 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3840.32 total_reward_ma:3358.99 loss:0.02499 fps:1427 +frame:7.36e+06 wall_t:5156 t:460000 epi:nan +opt_step:114976 lr:6.604e-05 clip_eps:0.1 entropy:0.5279 +2026-01-08 14:26:54 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3791.85 total_reward_ma:3365.97 loss:0.04916 fps:1427 +frame:7.37e+06 wall_t:5163 t:460625 epi:nan +opt_step:115136 lr:6.578e-05 clip_eps:0.1 entropy:0.5765 +2026-01-08 14:27:00 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3782.23 total_reward_ma:3372.97 loss:0.02624 fps:1427 +frame:7.38e+06 wall_t:5170 t:461250 epi:nan +opt_step:115296 lr:6.553e-05 clip_eps:0.1 entropy:0.4951 +2026-01-08 14:27:07 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3724.73 total_reward_ma:3379.32 loss:0.05803 fps:1428 +frame:7.39e+06 wall_t:5176 t:461875 epi:nan +opt_step:115456 lr:6.527e-05 clip_eps:0.1 entropy:0.548 +2026-01-08 14:27:13 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3720.68 total_reward_ma:3385.57 loss:0.008991 fps:1428 +frame:7.40e+06 wall_t:5183 t:462500 epi:nan +opt_step:115616 lr:6.501e-05 clip_eps:0.1 entropy:0.5299 +2026-01-08 14:27:20 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3696.56 total_reward_ma:3391.60 loss:0.05084 fps:1428 +frame:7.41e+06 wall_t:5190 t:463125 epi:nan +opt_step:115776 lr:6.476e-05 clip_eps:0.1 entropy:0.5437 +2026-01-08 14:27:27 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3673.63 total_reward_ma:3397.35 loss:0.01856 fps:1428 +frame:7.42e+06 wall_t:5196 t:463750 epi:nan +opt_step:115936 lr:6.45e-05 clip_eps:0.1 entropy:0.5029 +2026-01-08 14:27:33 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3661.63 total_reward_ma:3403.04 loss:0.0487 fps:1428 +frame:7.43e+06 wall_t:5202 t:464375 epi:nan +opt_step:116064 lr:6.43e-05 clip_eps:0.1 entropy:0.5094 +2026-01-08 14:27:39 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3631.64 total_reward_ma:3408.53 loss:0.0494 fps:1429 +frame:7.44e+06 wall_t:5208 t:465000 epi:nan +opt_step:116224 lr:6.404e-05 clip_eps:0.1 entropy:0.4961 +2026-01-08 14:27:45 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3614.90 total_reward_ma:3413.88 loss:0.03506 fps:1429 +frame:7.45e+06 wall_t:5214 t:465625 epi:nan +opt_step:116384 lr:6.379e-05 clip_eps:0.1 entropy:0.5529 +2026-01-08 14:27:51 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3615.27 total_reward_ma:3419.12 loss:0.02293 fps:1429 +frame:7.46e+06 wall_t:5220 t:466250 epi:nan +opt_step:116544 lr:6.353e-05 clip_eps:0.1 entropy:0.5933 +2026-01-08 14:27:57 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3686.11 total_reward_ma:3425.35 loss:0.04336 fps:1429 +frame:7.47e+06 wall_t:5226 t:466875 epi:nan +opt_step:116704 lr:6.327e-05 clip_eps:0.1 entropy:0.5031 +2026-01-08 14:28:04 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3763.13 total_reward_ma:3432.23 loss:0.03067 fps:1429 +frame:7.48e+06 wall_t:5233 t:467500 epi:nan +opt_step:116864 lr:6.302e-05 clip_eps:0.1 entropy:0.5379 +2026-01-08 14:28:10 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3723.46 total_reward_ma:3438.89 loss:0.01867 fps:1429 +frame:7.49e+06 wall_t:5240 t:468125 epi:nan +opt_step:117024 lr:6.276e-05 clip_eps:0.1 entropy:0.5514 +2026-01-08 14:28:17 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3734.87 total_reward_ma:3445.73 loss:0.04845 fps:1430 +frame:7.50e+06 wall_t:5246 t:468750 epi:nan +opt_step:117184 lr:6.251e-05 clip_eps:0.1 entropy:0.5186 +2026-01-08 14:28:23 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3678.10 total_reward_ma:3452.16 loss:0.08517 fps:1430 +frame:7.51e+06 wall_t:5252 t:469375 epi:nan +opt_step:117312 lr:6.23e-05 clip_eps:0.1 entropy:0.5272 +2026-01-08 14:28:29 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3679.43 total_reward_ma:3458.56 loss:0.03104 fps:1430 +frame:7.52e+06 wall_t:5258 t:470000 epi:nan +opt_step:117472 lr:6.204e-05 clip_eps:0.1 entropy:0.5735 +2026-01-08 14:28:35 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3713.25 total_reward_ma:3464.86 loss:0.003008 fps:1430 +frame:7.53e+06 wall_t:5265 t:470625 epi:nan +opt_step:117632 lr:6.179e-05 clip_eps:0.1 entropy:0.5631 +2026-01-08 14:28:42 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3686.48 total_reward_ma:3470.94 loss:-0.001765 fps:1430 +frame:7.54e+06 wall_t:5271 t:471250 epi:nan +opt_step:117792 lr:6.153e-05 clip_eps:0.1 entropy:0.5714 +2026-01-08 14:28:48 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3644.45 total_reward_ma:3476.33 loss:0.008345 fps:1430 +frame:7.55e+06 wall_t:5278 t:471875 epi:nan +opt_step:117952 lr:6.128e-05 clip_eps:0.1 entropy:0.4869 +2026-01-08 14:28:55 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3703.81 total_reward_ma:3481.97 loss:0.045 fps:1431 +frame:7.56e+06 wall_t:5284 t:472500 epi:nan +opt_step:118112 lr:6.102e-05 clip_eps:0.1 entropy:0.5242 +2026-01-08 14:29:00 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3697.23 total_reward_ma:3487.86 loss:0.0223 fps:1431 +frame:7.57e+06 wall_t:5290 t:473125 epi:nan +opt_step:118272 lr:6.076e-05 clip_eps:0.1 entropy:0.6056 +2026-01-08 14:29:06 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3695.03 total_reward_ma:3493.43 loss:0.04189 fps:1431 +frame:7.58e+06 wall_t:5296 t:473750 epi:nan +opt_step:118432 lr:6.051e-05 clip_eps:0.1 entropy:0.6009 +2026-01-08 14:29:13 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3670.64 total_reward_ma:3499.06 loss:-0.003289 fps:1432 +frame:7.59e+06 wall_t:5302 t:474375 epi:nan +opt_step:118592 lr:6.025e-05 clip_eps:0.1 entropy:0.6182 +2026-01-08 14:29:18 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3678.22 total_reward_ma:3504.58 loss:0.07414 fps:1432 +frame:7.60e+06 wall_t:5308 t:475000 epi:nan +opt_step:118720 lr:6.005e-05 clip_eps:0.1 entropy:0.5477 +2026-01-08 14:29:25 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3734.82 total_reward_ma:3510.62 loss:0.05288 fps:1432 +frame:7.61e+06 wall_t:5314 t:475625 epi:nan +opt_step:118880 lr:5.979e-05 clip_eps:0.1 entropy:0.5803 +2026-01-08 14:29:31 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3748.20 total_reward_ma:3516.98 loss:0.03494 fps:1432 +frame:7.62e+06 wall_t:5320 t:476250 epi:nan +opt_step:119040 lr:5.954e-05 clip_eps:0.1 entropy:0.5681 +2026-01-08 14:29:37 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3767.04 total_reward_ma:3523.54 loss:-0.001162 fps:1433 +frame:7.63e+06 wall_t:5326 t:476875 epi:nan +opt_step:119200 lr:5.928e-05 clip_eps:0.1 entropy:0.5264 +2026-01-08 14:29:43 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3782.15 total_reward_ma:3530.16 loss:0.04053 fps:1433 +frame:7.64e+06 wall_t:5333 t:477500 epi:nan +opt_step:119360 lr:5.902e-05 clip_eps:0.1 entropy:0.5392 +2026-01-08 14:29:50 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3782.15 total_reward_ma:3536.87 loss:0.01672 fps:1433 +frame:7.65e+06 wall_t:5340 t:478125 epi:nan +opt_step:119520 lr:5.877e-05 clip_eps:0.1 entropy:0.5977 +2026-01-08 14:29:57 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3812.96 total_reward_ma:3543.68 loss:0.06857 fps:1433 +frame:7.66e+06 wall_t:5346 t:478750 epi:nan +opt_step:119680 lr:5.851e-05 clip_eps:0.1 entropy:0.5286 +2026-01-08 14:30:03 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3856.00 total_reward_ma:3550.90 loss:0.03932 fps:1433 +frame:7.67e+06 wall_t:5352 t:479375 epi:nan +opt_step:119840 lr:5.826e-05 clip_eps:0.1 entropy:0.5513 +2026-01-08 14:30:09 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3829.97 total_reward_ma:3557.83 loss:0.0708 fps:1433 +frame:7.68e+06 wall_t:5359 t:480000 epi:nan +opt_step:120000 lr:5.8e-05 clip_eps:0.1 entropy:0.5186 +2026-01-08 14:30:15 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3822.18 total_reward_ma:3564.42 loss:0.01307 fps:1434 +frame:7.69e+06 wall_t:5364 t:480625 epi:nan +opt_step:120128 lr:5.78e-05 clip_eps:0.1 entropy:0.6027 +2026-01-08 14:30:22 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3840.73 total_reward_ma:3571.05 loss:0.004182 fps:1434 +frame:7.70e+06 wall_t:5371 t:481250 epi:nan +opt_step:120288 lr:5.754e-05 clip_eps:0.1 entropy:0.5453 +2026-01-08 14:30:28 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3902.06 total_reward_ma:3578.56 loss:0.0172 fps:1434 +frame:7.71e+06 wall_t:5378 t:481875 epi:nan +opt_step:120448 lr:5.728e-05 clip_eps:0.1 entropy:0.57 +2026-01-08 14:30:35 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3923.31 total_reward_ma:3585.69 loss:0.00728 fps:1434 +frame:7.72e+06 wall_t:5384 t:482500 epi:nan +opt_step:120608 lr:5.703e-05 clip_eps:0.1 entropy:0.5627 +2026-01-08 14:30:41 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3983.74 total_reward_ma:3593.57 loss:0.03712 fps:1434 +frame:7.73e+06 wall_t:5391 t:483125 epi:nan +opt_step:120768 lr:5.677e-05 clip_eps:0.1 entropy:0.5573 +2026-01-08 14:30:47 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3903.87 total_reward_ma:3600.64 loss:0.0384 fps:1434 +frame:7.74e+06 wall_t:5397 t:483750 epi:nan +opt_step:120928 lr:5.652e-05 clip_eps:0.1 entropy:0.5422 +2026-01-08 14:30:54 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3921.53 total_reward_ma:3607.76 loss:0.05614 fps:1434 +frame:7.75e+06 wall_t:5403 t:484375 epi:nan +opt_step:121088 lr:5.626e-05 clip_eps:0.1 entropy:0.4962 +2026-01-08 14:31:00 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3879.06 total_reward_ma:3614.22 loss:0.02682 fps:1435 +frame:7.76e+06 wall_t:5409 t:485000 epi:nan +opt_step:121248 lr:5.6e-05 clip_eps:0.1 entropy:0.522 +2026-01-08 14:31:06 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3832.54 total_reward_ma:3619.29 loss:0.01161 fps:1435 +frame:7.77e+06 wall_t:5415 t:485625 epi:nan +opt_step:121376 lr:5.58e-05 clip_eps:0.1 entropy:0.5991 +2026-01-08 14:31:12 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3789.42 total_reward_ma:3623.69 loss:0.05239 fps:1435 +frame:7.78e+06 wall_t:5421 t:486250 epi:nan +opt_step:121536 lr:5.554e-05 clip_eps:0.1 entropy:0.5337 +2026-01-08 14:31:18 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3794.61 total_reward_ma:3628.55 loss:0.05624 fps:1435 +frame:7.79e+06 wall_t:5428 t:486875 epi:nan +opt_step:121696 lr:5.529e-05 clip_eps:0.1 entropy:0.5464 +2026-01-08 14:31:25 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3802.19 total_reward_ma:3633.32 loss:0.003598 fps:1435 +frame:7.80e+06 wall_t:5434 t:487500 epi:nan +opt_step:121856 lr:5.503e-05 clip_eps:0.1 entropy:0.499 +2026-01-08 14:31:31 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3792.23 total_reward_ma:3638.10 loss:0.09951 fps:1436 +frame:7.81e+06 wall_t:5440 t:488125 epi:nan +opt_step:122016 lr:5.477e-05 clip_eps:0.1 entropy:0.5479 +2026-01-08 14:31:38 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3754.35 total_reward_ma:3642.54 loss:0.03491 fps:1436 +frame:7.82e+06 wall_t:5447 t:488750 epi:nan +opt_step:122176 lr:5.452e-05 clip_eps:0.1 entropy:0.5517 +2026-01-08 14:31:44 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3755.20 total_reward_ma:3646.54 loss:0.01548 fps:1436 +frame:7.83e+06 wall_t:5453 t:489375 epi:nan +opt_step:122336 lr:5.426e-05 clip_eps:0.1 entropy:0.5192 +2026-01-08 14:31:51 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3805.90 total_reward_ma:3651.72 loss:0.03533 fps:1436 +frame:7.84e+06 wall_t:5461 t:490000 epi:nan +opt_step:122496 lr:5.401e-05 clip_eps:0.1 entropy:0.5573 +2026-01-08 14:31:58 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3871.57 total_reward_ma:3657.23 loss:0.04 fps:1436 +frame:7.85e+06 wall_t:5467 t:490625 epi:nan +opt_step:122656 lr:5.375e-05 clip_eps:0.1 entropy:0.5094 +2026-01-08 14:32:03 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3870.40 total_reward_ma:3662.50 loss:0.034 fps:1436 +frame:7.86e+06 wall_t:5473 t:491250 epi:nan +opt_step:122784 lr:5.355e-05 clip_eps:0.1 entropy:0.5593 +2026-01-08 14:32:09 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3896.69 total_reward_ma:3668.15 loss:0.03644 fps:1436 +frame:7.87e+06 wall_t:5479 t:491875 epi:nan +opt_step:122944 lr:5.329e-05 clip_eps:0.1 entropy:0.5817 +2026-01-08 14:32:15 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3927.21 total_reward_ma:3674.14 loss:0.04732 fps:1437 +frame:7.88e+06 wall_t:5485 t:492500 epi:nan +opt_step:123104 lr:5.303e-05 clip_eps:0.1 entropy:0.554 +2026-01-08 14:32:22 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3889.65 total_reward_ma:3679.35 loss:0.02441 fps:1437 +frame:7.89e+06 wall_t:5491 t:493125 epi:nan +opt_step:123264 lr:5.278e-05 clip_eps:0.1 entropy:0.5459 +2026-01-08 14:32:28 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3889.90 total_reward_ma:3684.38 loss:0.03525 fps:1437 +frame:7.90e+06 wall_t:5497 t:493750 epi:nan +opt_step:123424 lr:5.252e-05 clip_eps:0.1 entropy:0.5174 +2026-01-08 14:32:34 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3841.14 total_reward_ma:3689.01 loss:0.01896 fps:1437 +frame:7.91e+06 wall_t:5503 t:494375 epi:nan +opt_step:123584 lr:5.227e-05 clip_eps:0.1 entropy:0.5583 +2026-01-08 14:32:40 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3851.11 total_reward_ma:3693.77 loss:0.04088 fps:1438 +frame:7.92e+06 wall_t:5509 t:495000 epi:nan +opt_step:123744 lr:5.201e-05 clip_eps:0.1 entropy:0.5545 +2026-01-08 14:32:46 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3798.26 total_reward_ma:3698.07 loss:0.01739 fps:1438 +frame:7.93e+06 wall_t:5516 t:495625 epi:nan +opt_step:123904 lr:5.175e-05 clip_eps:0.1 entropy:0.5488 +2026-01-08 14:32:52 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3809.15 total_reward_ma:3702.39 loss:0.02783 fps:1438 +frame:7.94e+06 wall_t:5522 t:496250 epi:nan +opt_step:124032 lr:5.155e-05 clip_eps:0.1 entropy:0.5969 +2026-01-08 14:32:59 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3790.72 total_reward_ma:3706.81 loss:0.02538 fps:1438 +frame:7.95e+06 wall_t:5528 t:496875 epi:nan +opt_step:124192 lr:5.129e-05 clip_eps:0.1 entropy:0.5111 +2026-01-08 14:33:05 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3782.47 total_reward_ma:3710.44 loss:0.03535 fps:1438 +frame:7.96e+06 wall_t:5534 t:497500 epi:nan +opt_step:124352 lr:5.104e-05 clip_eps:0.1 entropy:0.5541 +2026-01-08 14:33:11 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3768.67 total_reward_ma:3713.43 loss:0.03728 fps:1438 +frame:7.97e+06 wall_t:5541 t:498125 epi:nan +opt_step:124512 lr:5.078e-05 clip_eps:0.1 entropy:0.5392 +2026-01-08 14:33:18 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3789.30 total_reward_ma:3717.21 loss:0.00316 fps:1439 +frame:7.98e+06 wall_t:5547 t:498750 epi:nan +opt_step:124672 lr:5.052e-05 clip_eps:0.1 entropy:0.5463 +2026-01-08 14:33:24 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3785.74 total_reward_ma:3720.69 loss:0.04737 fps:1439 +frame:7.99e+06 wall_t:5553 t:499375 epi:nan +opt_step:124832 lr:5.027e-05 clip_eps:0.1 entropy:0.5797 +2026-01-08 14:33:30 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3806.48 total_reward_ma:3724.76 loss:0.04446 fps:1439 +frame:8.00e+06 wall_t:5560 t:500000 epi:nan +opt_step:124992 lr:5.001e-05 clip_eps:0.1 entropy:0.5332 +2026-01-08 14:33:37 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3789.67 total_reward_ma:3728.66 loss:0.03531 fps:1439 +frame:8.01e+06 wall_t:5566 t:500625 epi:nan +opt_step:125152 lr:4.976e-05 clip_eps:0.1 entropy:0.5449 +2026-01-08 14:33:43 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3837.94 total_reward_ma:3733.20 loss:0.02547 fps:1439 +frame:8.02e+06 wall_t:5573 t:501250 epi:nan +opt_step:125312 lr:4.95e-05 clip_eps:0.1 entropy:0.5249 +2026-01-08 14:33:49 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3882.26 total_reward_ma:3738.12 loss:0.04951 fps:1440 +frame:8.03e+06 wall_t:5578 t:501875 epi:nan +opt_step:125440 lr:4.93e-05 clip_eps:0.1 entropy:0.4973 +2026-01-08 14:33:56 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3807.70 total_reward_ma:3742.64 loss:0.05089 fps:1440 +frame:8.04e+06 wall_t:5585 t:502500 epi:nan +opt_step:125600 lr:4.904e-05 clip_eps:0.1 entropy:0.5527 +2026-01-08 14:34:02 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3811.64 total_reward_ma:3746.87 loss:0.05669 fps:1440 +frame:8.05e+06 wall_t:5592 t:503125 epi:nan +opt_step:125760 lr:4.878e-05 clip_eps:0.1 entropy:0.5735 +2026-01-08 14:34:09 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3818.24 total_reward_ma:3751.16 loss:0.03718 fps:1440 +frame:8.06e+06 wall_t:5598 t:503750 epi:nan +opt_step:125920 lr:4.853e-05 clip_eps:0.1 entropy:0.5784 +2026-01-08 14:34:15 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3867.46 total_reward_ma:3755.96 loss:0.02262 fps:1440 +frame:8.07e+06 wall_t:5604 t:504375 epi:nan +opt_step:126080 lr:4.827e-05 clip_eps:0.1 entropy:0.555 +2026-01-08 14:34:21 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3854.89 total_reward_ma:3760.32 loss:0.0989 fps:1440 +frame:8.08e+06 wall_t:5610 t:505000 epi:nan +opt_step:126240 lr:4.802e-05 clip_eps:0.1 entropy:0.548 +2026-01-08 14:34:28 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3873.95 total_reward_ma:3764.78 loss:0.03152 fps:1440 +frame:8.09e+06 wall_t:5617 t:505625 epi:nan +opt_step:126400 lr:4.776e-05 clip_eps:0.1 entropy:0.5541 +2026-01-08 14:34:34 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3855.17 total_reward_ma:3768.67 loss:0.008714 fps:1441 +frame:8.10e+06 wall_t:5623 t:506250 epi:nan +opt_step:126560 lr:4.75e-05 clip_eps:0.1 entropy:0.5547 +2026-01-08 14:34:40 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3853.48 total_reward_ma:3772.33 loss:0.01985 fps:1441 +frame:8.11e+06 wall_t:5629 t:506875 epi:nan +opt_step:126688 lr:4.73e-05 clip_eps:0.1 entropy:0.5451 +2026-01-08 14:34:46 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3818.57 total_reward_ma:3775.19 loss:0.03897 fps:1441 +frame:8.12e+06 wall_t:5635 t:507500 epi:nan +opt_step:126848 lr:4.704e-05 clip_eps:0.1 entropy:0.5527 +2026-01-08 14:34:53 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3740.23 total_reward_ma:3777.43 loss:0.03577 fps:1441 +frame:8.13e+06 wall_t:5642 t:508125 epi:nan +opt_step:127008 lr:4.679e-05 clip_eps:0.1 entropy:0.5125 +2026-01-08 14:34:59 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3774.00 total_reward_ma:3779.68 loss:0.02407 fps:1441 +frame:8.14e+06 wall_t:5648 t:508750 epi:nan +opt_step:127168 lr:4.653e-05 clip_eps:0.1 entropy:0.5816 +2026-01-08 14:35:05 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3806.80 total_reward_ma:3781.89 loss:0.001825 fps:1441 +frame:8.15e+06 wall_t:5654 t:509375 epi:nan +opt_step:127328 lr:4.628e-05 clip_eps:0.1 entropy:0.5688 +2026-01-08 14:35:11 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3804.50 total_reward_ma:3783.70 loss:0.05546 fps:1441 +frame:8.16e+06 wall_t:5661 t:510000 epi:nan +opt_step:127488 lr:4.602e-05 clip_eps:0.1 entropy:0.6099 +2026-01-08 14:35:18 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3850.72 total_reward_ma:3785.64 loss:0.01296 fps:1442 +frame:8.17e+06 wall_t:5667 t:510625 epi:nan +opt_step:127648 lr:4.576e-05 clip_eps:0.1 entropy:0.588 +2026-01-08 14:35:24 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3877.53 total_reward_ma:3787.64 loss:0.07465 fps:1442 +frame:8.18e+06 wall_t:5673 t:511250 epi:nan +opt_step:127808 lr:4.551e-05 clip_eps:0.1 entropy:0.5404 +2026-01-08 14:35:31 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3935.98 total_reward_ma:3790.38 loss:0.005189 fps:1442 +frame:8.19e+06 wall_t:5680 t:511875 epi:nan +opt_step:127968 lr:4.525e-05 clip_eps:0.1 entropy:0.4507 +2026-01-08 14:35:36 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3964.18 total_reward_ma:3793.38 loss:0.05076 fps:1442 +frame:8.20e+06 wall_t:5686 t:512500 epi:nan +opt_step:128096 lr:4.505e-05 clip_eps:0.1 entropy:0.5584 +2026-01-08 14:35:43 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3953.08 total_reward_ma:3795.96 loss:0.01059 fps:1442 +frame:8.21e+06 wall_t:5692 t:513125 epi:nan +opt_step:128256 lr:4.479e-05 clip_eps:0.1 entropy:0.5393 +2026-01-08 14:35:49 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:3987.49 total_reward_ma:3799.06 loss:0.06795 fps:1443 +frame:8.22e+06 wall_t:5698 t:513750 epi:nan +opt_step:128416 lr:4.453e-05 clip_eps:0.1 entropy:0.5569 +2026-01-08 14:35:55 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4000.43 total_reward_ma:3801.30 loss:0.02665 fps:1443 +frame:8.23e+06 wall_t:5704 t:514375 epi:nan +opt_step:128576 lr:4.428e-05 clip_eps:0.1 entropy:0.5546 +2026-01-08 14:36:01 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4000.43 total_reward_ma:3803.51 loss:0.01847 fps:1443 +frame:8.24e+06 wall_t:5711 t:515000 epi:nan +opt_step:128736 lr:4.402e-05 clip_eps:0.1 entropy:0.5147 +2026-01-08 14:36:08 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4055.45 total_reward_ma:3806.90 loss:0.01303 fps:1443 +frame:8.25e+06 wall_t:5717 t:515625 epi:nan +opt_step:128896 lr:4.377e-05 clip_eps:0.1 entropy:0.5305 +2026-01-08 14:36:14 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4102.73 total_reward_ma:3810.36 loss:0.05124 fps:1443 +frame:8.26e+06 wall_t:5723 t:516250 epi:nan +opt_step:129056 lr:4.351e-05 clip_eps:0.1 entropy:0.4875 +2026-01-08 14:36:20 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4137.36 total_reward_ma:3813.82 loss:0.03639 fps:1444 +frame:8.27e+06 wall_t:5729 t:516875 epi:nan +opt_step:129216 lr:4.325e-05 clip_eps:0.1 entropy:0.5758 +2026-01-08 14:36:26 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4134.41 total_reward_ma:3817.03 loss:0.03313 fps:1444 +frame:8.28e+06 wall_t:5735 t:517500 epi:nan +opt_step:129344 lr:4.305e-05 clip_eps:0.1 entropy:0.5613 +2026-01-08 14:36:32 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4159.19 total_reward_ma:3820.44 loss:0.06615 fps:1444 +frame:8.29e+06 wall_t:5741 t:518125 epi:nan +opt_step:129504 lr:4.279e-05 clip_eps:0.1 entropy:0.5674 +2026-01-08 14:36:38 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4161.79 total_reward_ma:3823.46 loss:0.03451 fps:1444 +frame:8.30e+06 wall_t:5747 t:518750 epi:nan +opt_step:129664 lr:4.254e-05 clip_eps:0.1 entropy:0.5956 +2026-01-08 14:36:45 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4138.73 total_reward_ma:3826.22 loss:0.02567 fps:1444 +frame:8.31e+06 wall_t:5754 t:519375 epi:nan +opt_step:129824 lr:4.228e-05 clip_eps:0.1 entropy:0.6304 +2026-01-08 14:36:52 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4182.02 total_reward_ma:3829.94 loss:0.04921 fps:1444 +frame:8.32e+06 wall_t:5761 t:520000 epi:nan +opt_step:129984 lr:4.203e-05 clip_eps:0.1 entropy:0.5119 +2026-01-08 14:36:58 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4214.44 total_reward_ma:3833.93 loss:0.01605 fps:1444 +frame:8.33e+06 wall_t:5767 t:520625 epi:nan +opt_step:130144 lr:4.177e-05 clip_eps:0.1 entropy:0.5735 +2026-01-08 14:37:04 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4206.25 total_reward_ma:3837.77 loss:0.02892 fps:1445 +frame:8.34e+06 wall_t:5773 t:521250 epi:nan +opt_step:130304 lr:4.151e-05 clip_eps:0.1 entropy:0.576 +2026-01-08 14:37:10 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4185.98 total_reward_ma:3841.37 loss:0.05431 fps:1445 +frame:8.35e+06 wall_t:5779 t:521875 epi:nan +opt_step:130464 lr:4.126e-05 clip_eps:0.1 entropy:0.5606 +2026-01-08 14:37:16 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4285.88 total_reward_ma:3845.83 loss:0.0419 fps:1445 +frame:8.36e+06 wall_t:5786 t:522500 epi:nan +opt_step:130624 lr:4.1e-05 clip_eps:0.1 entropy:0.5114 +2026-01-08 14:37:22 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4260.17 total_reward_ma:3850.51 loss:0.0377 fps:1445 +frame:8.37e+06 wall_t:5791 t:523125 epi:nan +opt_step:130752 lr:4.08e-05 clip_eps:0.1 entropy:0.5118 +2026-01-08 14:37:28 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4198.45 total_reward_ma:3854.67 loss:0.05269 fps:1446 +frame:8.38e+06 wall_t:5797 t:523750 epi:nan +opt_step:130912 lr:4.054e-05 clip_eps:0.1 entropy:0.5778 +2026-01-08 14:37:34 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4191.10 total_reward_ma:3859.33 loss:0.03346 fps:1446 +frame:8.39e+06 wall_t:5803 t:524375 epi:nan +opt_step:131072 lr:4.028e-05 clip_eps:0.1 entropy:0.5378 +2026-01-08 14:37:40 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4207.05 total_reward_ma:3864.20 loss:0.01339 fps:1446 +frame:8.40e+06 wall_t:5809 t:525000 epi:nan +opt_step:131232 lr:4.003e-05 clip_eps:0.1 entropy:0.5161 +2026-01-08 14:37:47 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4201.45 total_reward_ma:3869.25 loss:0.02716 fps:1446 +frame:8.41e+06 wall_t:5816 t:525625 epi:nan +opt_step:131392 lr:3.977e-05 clip_eps:0.1 entropy:0.5592 +2026-01-08 14:37:53 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4251.69 total_reward_ma:3875.03 loss:0.03196 fps:1446 +frame:8.42e+06 wall_t:5822 t:526250 epi:nan +opt_step:131552 lr:3.952e-05 clip_eps:0.1 entropy:0.6102 +2026-01-08 14:37:59 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4315.03 total_reward_ma:3881.56 loss:0.009278 fps:1446 +frame:8.43e+06 wall_t:5828 t:526875 epi:nan +opt_step:131712 lr:3.926e-05 clip_eps:0.1 entropy:0.6166 +2026-01-08 14:38:05 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4322.09 total_reward_ma:3888.47 loss:0.01493 fps:1446 +frame:8.44e+06 wall_t:5835 t:527500 epi:nan +opt_step:131872 lr:3.9e-05 clip_eps:0.1 entropy:0.57 +2026-01-08 14:38:11 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4365.82 total_reward_ma:3895.98 loss:0.05921 fps:1447 +frame:8.45e+06 wall_t:5840 t:528125 epi:nan +opt_step:132000 lr:3.88e-05 clip_eps:0.1 entropy:0.5836 +2026-01-08 14:38:17 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4343.55 total_reward_ma:3903.26 loss:0.04124 fps:1447 +frame:8.46e+06 wall_t:5846 t:528750 epi:nan +opt_step:132160 lr:3.854e-05 clip_eps:0.1 entropy:0.5508 +2026-01-08 14:38:23 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4288.46 total_reward_ma:3909.28 loss:0.03012 fps:1447 +frame:8.47e+06 wall_t:5852 t:529375 epi:nan +opt_step:132320 lr:3.829e-05 clip_eps:0.1 entropy:0.5249 +2026-01-08 14:38:29 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4277.37 total_reward_ma:3914.42 loss:0.01422 fps:1448 +frame:8.48e+06 wall_t:5858 t:530000 epi:nan +opt_step:132480 lr:3.803e-05 clip_eps:0.1 entropy:0.5551 +2026-01-08 14:38:35 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4290.06 total_reward_ma:3920.09 loss:0.006882 fps:1448 +frame:8.49e+06 wall_t:5865 t:530625 epi:nan +opt_step:132640 lr:3.778e-05 clip_eps:0.1 entropy:0.5325 +2026-01-08 14:38:42 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4209.27 total_reward_ma:3924.83 loss:0.02592 fps:1448 +frame:8.50e+06 wall_t:5871 t:531250 epi:nan +opt_step:132800 lr:3.752e-05 clip_eps:0.1 entropy:0.5543 +2026-01-08 14:38:48 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4259.07 total_reward_ma:3930.64 loss:0.006608 fps:1448 +frame:8.51e+06 wall_t:5878 t:531875 epi:nan +opt_step:132960 lr:3.726e-05 clip_eps:0.1 entropy:0.5722 +2026-01-08 14:38:54 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4272.26 total_reward_ma:3936.57 loss:0.03288 fps:1448 +frame:8.52e+06 wall_t:5884 t:532500 epi:nan +opt_step:133120 lr:3.701e-05 clip_eps:0.1 entropy:0.573 +2026-01-08 14:39:00 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4263.52 total_reward_ma:3942.08 loss:0.03588 fps:1448 +frame:8.53e+06 wall_t:5890 t:533125 epi:nan +opt_step:133280 lr:3.675e-05 clip_eps:0.1 entropy:0.544 +2026-01-08 14:39:06 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4316.91 total_reward_ma:3948.38 loss:0.04577 fps:1449 +frame:8.54e+06 wall_t:5895 t:533750 epi:nan +opt_step:133408 lr:3.655e-05 clip_eps:0.1 entropy:0.5499 +2026-01-08 14:39:12 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4242.88 total_reward_ma:3954.36 loss:0.03469 fps:1449 +frame:8.55e+06 wall_t:5901 t:534375 epi:nan +opt_step:133568 lr:3.629e-05 clip_eps:0.1 entropy:0.5592 +2026-01-08 14:39:18 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4184.35 total_reward_ma:3959.17 loss:0.008736 fps:1449 +frame:8.56e+06 wall_t:5908 t:535000 epi:nan +opt_step:133728 lr:3.604e-05 clip_eps:0.1 entropy:0.5215 +2026-01-08 14:39:24 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4182.89 total_reward_ma:3964.03 loss:0.01469 fps:1449 +frame:8.57e+06 wall_t:5914 t:535625 epi:nan +opt_step:133888 lr:3.578e-05 clip_eps:0.1 entropy:0.6026 +2026-01-08 14:39:31 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4204.84 total_reward_ma:3969.12 loss:0.03293 fps:1449 +frame:8.58e+06 wall_t:5920 t:536250 epi:nan +opt_step:134048 lr:3.552e-05 clip_eps:0.1 entropy:0.5261 +2026-01-08 14:39:38 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4208.08 total_reward_ma:3974.50 loss:0.02068 fps:1449 +frame:8.59e+06 wall_t:5927 t:536875 epi:nan +opt_step:134208 lr:3.527e-05 clip_eps:0.1 entropy:0.5687 +2026-01-08 14:39:44 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4149.12 total_reward_ma:3979.21 loss:0.01107 fps:1450 +frame:8.60e+06 wall_t:5933 t:537500 epi:nan +opt_step:134368 lr:3.501e-05 clip_eps:0.1 entropy:0.5928 +2026-01-08 14:39:50 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4137.51 total_reward_ma:3983.23 loss:0.003966 fps:1450 +frame:8.61e+06 wall_t:5939 t:538125 epi:nan +opt_step:134528 lr:3.476e-05 clip_eps:0.1 entropy:0.6185 +2026-01-08 14:39:56 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4187.61 total_reward_ma:3987.63 loss:0.004163 fps:1450 +frame:8.62e+06 wall_t:5945 t:538750 epi:nan +opt_step:134656 lr:3.455e-05 clip_eps:0.1 entropy:0.5793 +2026-01-08 14:40:03 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4154.80 total_reward_ma:3991.51 loss:0.03631 fps:1450 +frame:8.63e+06 wall_t:5952 t:539375 epi:nan +opt_step:134816 lr:3.429e-05 clip_eps:0.1 entropy:0.62 +2026-01-08 14:40:09 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4147.51 total_reward_ma:3995.16 loss:0.02814 fps:1450 +frame:8.64e+06 wall_t:5958 t:540000 epi:nan +opt_step:134976 lr:3.404e-05 clip_eps:0.1 entropy:0.5905 +2026-01-08 14:40:15 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4184.28 total_reward_ma:3999.18 loss:0.02429 fps:1450 +frame:8.65e+06 wall_t:5964 t:540625 epi:nan +opt_step:135136 lr:3.378e-05 clip_eps:0.1 entropy:0.5835 +2026-01-08 14:40:21 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4230.00 total_reward_ma:4003.35 loss:0.03263 fps:1450 +frame:8.66e+06 wall_t:5971 t:541250 epi:nan +opt_step:135296 lr:3.353e-05 clip_eps:0.1 entropy:0.5979 +2026-01-08 14:40:28 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4178.01 total_reward_ma:4006.57 loss:-0.0002329 fps:1451 +frame:8.67e+06 wall_t:5977 t:541875 epi:nan +opt_step:135456 lr:3.327e-05 clip_eps:0.1 entropy:0.5911 +2026-01-08 14:40:34 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4183.68 total_reward_ma:4010.11 loss:0.02554 fps:1451 +frame:8.68e+06 wall_t:5984 t:542500 epi:nan +opt_step:135616 lr:3.301e-05 clip_eps:0.1 entropy:0.611 +2026-01-08 14:40:41 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4178.95 total_reward_ma:4013.68 loss:0.04187 fps:1451 +frame:8.69e+06 wall_t:5990 t:543125 epi:nan +opt_step:135776 lr:3.276e-05 clip_eps:0.1 entropy:0.6007 +2026-01-08 14:40:47 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4195.25 total_reward_ma:4017.22 loss:0.06433 fps:1451 +frame:8.70e+06 wall_t:5996 t:543750 epi:nan +opt_step:135936 lr:3.25e-05 clip_eps:0.1 entropy:0.5901 +2026-01-08 14:40:53 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4229.40 total_reward_ma:4020.49 loss:0.01594 fps:1451 +frame:8.71e+06 wall_t:6002 t:544375 epi:nan +opt_step:136064 lr:3.23e-05 clip_eps:0.1 entropy:0.6065 +2026-01-08 14:40:59 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4309.83 total_reward_ma:4024.36 loss:0.03344 fps:1451 +frame:8.72e+06 wall_t:6008 t:545000 epi:nan +opt_step:136224 lr:3.204e-05 clip_eps:0.1 entropy:0.6261 +2026-01-08 14:41:06 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4380.57 total_reward_ma:4028.33 loss:0.01676 fps:1451 +frame:8.73e+06 wall_t:6015 t:545625 epi:nan +opt_step:136384 lr:3.179e-05 clip_eps:0.1 entropy:0.5931 +2026-01-08 14:41:12 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4369.67 total_reward_ma:4032.99 loss:0.0104 fps:1452 +frame:8.74e+06 wall_t:6021 t:546250 epi:nan +opt_step:136544 lr:3.153e-05 clip_eps:0.1 entropy:0.6022 +2026-01-08 14:41:18 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4390.84 total_reward_ma:4037.68 loss:0.003977 fps:1452 +frame:8.75e+06 wall_t:6027 t:546875 epi:nan +opt_step:136704 lr:3.127e-05 clip_eps:0.1 entropy:0.5717 +2026-01-08 14:41:24 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4345.81 total_reward_ma:4042.35 loss:0.02205 fps:1452 +frame:8.76e+06 wall_t:6034 t:547500 epi:nan +opt_step:136864 lr:3.102e-05 clip_eps:0.1 entropy:0.57 +2026-01-08 14:41:31 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4271.44 total_reward_ma:4046.74 loss:0.008493 fps:1452 +frame:8.77e+06 wall_t:6040 t:548125 epi:nan +opt_step:137024 lr:3.076e-05 clip_eps:0.1 entropy:0.5637 +2026-01-08 14:41:37 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4266.44 total_reward_ma:4051.51 loss:0.03048 fps:1452 +frame:8.78e+06 wall_t:6046 t:548750 epi:nan +opt_step:137184 lr:3.051e-05 clip_eps:0.1 entropy:0.6048 +2026-01-08 14:41:42 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4261.87 total_reward_ma:4056.18 loss:0.03718 fps:1452 +frame:8.79e+06 wall_t:6052 t:549375 epi:nan +opt_step:137312 lr:3.03e-05 clip_eps:0.1 entropy:0.5765 +2026-01-08 14:41:49 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4241.42 total_reward_ma:4060.57 loss:0.02066 fps:1453 +frame:8.80e+06 wall_t:6058 t:550000 epi:nan +opt_step:137472 lr:3.004e-05 clip_eps:0.1 entropy:0.6097 +2026-01-08 14:41:56 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4237.98 total_reward_ma:4065.03 loss:0.01657 fps:1453 +frame:8.81e+06 wall_t:6065 t:550625 epi:nan +opt_step:137632 lr:2.979e-05 clip_eps:0.1 entropy:0.6499 +2026-01-08 14:42:02 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4241.92 total_reward_ma:4069.90 loss:0.02494 fps:1453 +frame:8.82e+06 wall_t:6072 t:551250 epi:nan +opt_step:137792 lr:2.953e-05 clip_eps:0.1 entropy:0.5904 +2026-01-08 14:42:09 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4238.78 total_reward_ma:4074.74 loss:0.02891 fps:1453 +frame:8.83e+06 wall_t:6078 t:551875 epi:nan +opt_step:137952 lr:2.928e-05 clip_eps:0.1 entropy:0.6087 +2026-01-08 14:42:15 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4274.43 total_reward_ma:4079.42 loss:0.0184 fps:1453 +frame:8.84e+06 wall_t:6085 t:552500 epi:nan +opt_step:138112 lr:2.902e-05 clip_eps:0.1 entropy:0.5664 +2026-01-08 14:42:22 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4308.58 total_reward_ma:4083.80 loss:0.005629 fps:1453 +frame:8.85e+06 wall_t:6092 t:553125 epi:nan +opt_step:138272 lr:2.876e-05 clip_eps:0.1 entropy:0.5931 +2026-01-08 14:42:28 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4307.76 total_reward_ma:4088.17 loss:0.0217 fps:1453 +frame:8.86e+06 wall_t:6098 t:553750 epi:nan +opt_step:138432 lr:2.851e-05 clip_eps:0.1 entropy:0.5591 +2026-01-08 14:42:34 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4342.45 total_reward_ma:4092.63 loss:0.03936 fps:1453 +frame:8.87e+06 wall_t:6104 t:554375 epi:nan +opt_step:138592 lr:2.825e-05 clip_eps:0.1 entropy:0.5636 +2026-01-08 14:42:40 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4346.73 total_reward_ma:4096.82 loss:0.005844 fps:1454 +frame:8.88e+06 wall_t:6109 t:555000 epi:nan +opt_step:138720 lr:2.805e-05 clip_eps:0.1 entropy:0.6062 +2026-01-08 14:42:46 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4377.50 total_reward_ma:4101.70 loss:0.04389 fps:1454 +frame:8.89e+06 wall_t:6116 t:555625 epi:nan +opt_step:138880 lr:2.779e-05 clip_eps:0.1 entropy:0.6165 +2026-01-08 14:42:53 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4413.74 total_reward_ma:4106.94 loss:0.02578 fps:1454 +frame:8.90e+06 wall_t:6123 t:556250 epi:nan +opt_step:139040 lr:2.754e-05 clip_eps:0.1 entropy:0.5652 +2026-01-08 14:43:00 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4382.43 total_reward_ma:4112.35 loss:0.0545 fps:1454 +frame:8.91e+06 wall_t:6129 t:556875 epi:nan +opt_step:139200 lr:2.728e-05 clip_eps:0.1 entropy:0.5409 +2026-01-08 14:43:06 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4431.91 total_reward_ma:4118.16 loss:0.002354 fps:1454 +frame:8.92e+06 wall_t:6136 t:557500 epi:nan +opt_step:139360 lr:2.702e-05 clip_eps:0.1 entropy:0.5956 +2026-01-08 14:43:13 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4435.83 total_reward_ma:4124.54 loss:0.05311 fps:1454 +frame:8.93e+06 wall_t:6142 t:558125 epi:nan +opt_step:139520 lr:2.677e-05 clip_eps:0.1 entropy:0.6062 +2026-01-08 14:43:19 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4385.90 total_reward_ma:4130.30 loss:0.02358 fps:1454 +frame:8.94e+06 wall_t:6149 t:558750 epi:nan +opt_step:139680 lr:2.651e-05 clip_eps:0.1 entropy:0.5924 +2026-01-08 14:43:26 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4353.88 total_reward_ma:4135.93 loss:0.03884 fps:1454 +frame:8.95e+06 wall_t:6155 t:559375 epi:nan +opt_step:139840 lr:2.626e-05 clip_eps:0.1 entropy:0.578 +2026-01-08 14:43:32 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4353.88 total_reward_ma:4141.65 loss:0.01636 fps:1454 +frame:8.96e+06 wall_t:6161 t:560000 epi:nan +opt_step:140000 lr:2.6e-05 clip_eps:0.1 entropy:0.5293 +2026-01-08 14:43:37 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4402.66 total_reward_ma:4147.99 loss:0.03203 fps:1455 +frame:8.97e+06 wall_t:6167 t:560625 epi:nan +opt_step:140128 lr:2.58e-05 clip_eps:0.1 entropy:0.604 +2026-01-08 14:43:44 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4362.18 total_reward_ma:4153.72 loss:0.07995 fps:1455 +frame:8.98e+06 wall_t:6173 t:561250 epi:nan +opt_step:140288 lr:2.554e-05 clip_eps:0.1 entropy:0.5765 +2026-01-08 14:43:50 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4368.63 total_reward_ma:4159.55 loss:0.007534 fps:1455 +frame:8.99e+06 wall_t:6179 t:561875 epi:nan +opt_step:140448 lr:2.528e-05 clip_eps:0.1 entropy:0.5988 +2026-01-08 14:43:56 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4428.52 total_reward_ma:4165.77 loss:0.01089 fps:1455 +frame:9.00e+06 wall_t:6185 t:562500 epi:nan +opt_step:140608 lr:2.503e-05 clip_eps:0.1 entropy:0.5211 +2026-01-08 14:44:02 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4476.99 total_reward_ma:4172.64 loss:0.0252 fps:1455 +frame:9.01e+06 wall_t:6192 t:563125 epi:nan +opt_step:140768 lr:2.477e-05 clip_eps:0.1 entropy:0.4961 +2026-01-08 14:44:08 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4459.91 total_reward_ma:4178.86 loss:0.0423 fps:1455 +frame:9.02e+06 wall_t:6198 t:563750 epi:nan +opt_step:140928 lr:2.452e-05 clip_eps:0.1 entropy:0.5662 +2026-01-08 14:44:15 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4400.90 total_reward_ma:4184.05 loss:0.01605 fps:1456 +frame:9.03e+06 wall_t:6204 t:564375 epi:nan +opt_step:141088 lr:2.426e-05 clip_eps:0.1 entropy:0.5804 +2026-01-08 14:44:21 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4290.72 total_reward_ma:4188.88 loss:0.05458 fps:1456 +frame:9.04e+06 wall_t:6210 t:565000 epi:nan +opt_step:141248 lr:2.4e-05 clip_eps:0.1 entropy:0.5696 +2026-01-08 14:44:27 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4316.00 total_reward_ma:4193.92 loss:0.02967 fps:1456 +frame:9.05e+06 wall_t:6216 t:565625 epi:nan +opt_step:141376 lr:2.38e-05 clip_eps:0.1 entropy:0.5806 +2026-01-08 14:44:33 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4255.14 total_reward_ma:4198.29 loss:0.005475 fps:1456 +frame:9.06e+06 wall_t:6222 t:566250 epi:nan +opt_step:141536 lr:2.354e-05 clip_eps:0.1 entropy:0.5887 +2026-01-08 14:44:39 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4276.70 total_reward_ma:4202.38 loss:0.02491 fps:1456 +frame:9.07e+06 wall_t:6228 t:566875 epi:nan +opt_step:141696 lr:2.329e-05 clip_eps:0.1 entropy:0.6182 +2026-01-08 14:44:45 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4307.38 total_reward_ma:4206.91 loss:0.04341 fps:1457 +frame:9.08e+06 wall_t:6234 t:567500 epi:nan +opt_step:141856 lr:2.303e-05 clip_eps:0.1 entropy:0.5384 +2026-01-08 14:44:51 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4365.94 total_reward_ma:4211.83 loss:0.03112 fps:1457 +frame:9.09e+06 wall_t:6240 t:568125 epi:nan +opt_step:142016 lr:2.277e-05 clip_eps:0.1 entropy:0.5733 +2026-01-08 14:44:57 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4409.69 total_reward_ma:4217.37 loss:0.02816 fps:1457 +frame:9.10e+06 wall_t:6247 t:568750 epi:nan +opt_step:142176 lr:2.252e-05 clip_eps:0.1 entropy:0.5751 +2026-01-08 14:45:04 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4400.09 total_reward_ma:4222.84 loss:0.01267 fps:1457 +frame:9.11e+06 wall_t:6253 t:569375 epi:nan +opt_step:142336 lr:2.226e-05 clip_eps:0.1 entropy:0.553 +2026-01-08 14:45:10 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4437.31 total_reward_ma:4229.02 loss:0.05568 fps:1457 +frame:9.12e+06 wall_t:6260 t:570000 epi:nan +opt_step:142496 lr:2.201e-05 clip_eps:0.1 entropy:0.5683 +2026-01-08 14:45:17 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4418.45 total_reward_ma:4235.81 loss:0.02414 fps:1457 +frame:9.13e+06 wall_t:6266 t:570625 epi:nan +opt_step:142656 lr:2.175e-05 clip_eps:0.1 entropy:0.5459 +2026-01-08 14:45:23 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4352.46 total_reward_ma:4241.59 loss:0.01044 fps:1457 +frame:9.14e+06 wall_t:6273 t:571250 epi:nan +opt_step:142784 lr:2.155e-05 clip_eps:0.1 entropy:0.5545 +2026-01-08 14:45:30 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4386.89 total_reward_ma:4247.39 loss:0.03488 fps:1457 +frame:9.15e+06 wall_t:6279 t:571875 epi:nan +opt_step:142944 lr:2.129e-05 clip_eps:0.1 entropy:0.5554 +2026-01-08 14:45:36 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4323.58 total_reward_ma:4252.58 loss:0.04057 fps:1457 +frame:9.16e+06 wall_t:6285 t:572500 epi:nan +opt_step:143104 lr:2.103e-05 clip_eps:0.1 entropy:0.5837 +2026-01-08 14:45:42 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4289.62 total_reward_ma:4256.97 loss:0.03105 fps:1458 +frame:9.17e+06 wall_t:6291 t:573125 epi:nan +opt_step:143264 lr:2.078e-05 clip_eps:0.1 entropy:0.5626 +2026-01-08 14:45:48 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4295.40 total_reward_ma:4261.15 loss:0.05662 fps:1458 +frame:9.18e+06 wall_t:6298 t:573750 epi:nan +opt_step:143424 lr:2.052e-05 clip_eps:0.1 entropy:0.5869 +2026-01-08 14:45:54 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4281.99 total_reward_ma:4264.61 loss:0.03569 fps:1458 +frame:9.19e+06 wall_t:6304 t:574375 epi:nan +opt_step:143584 lr:2.027e-05 clip_eps:0.1 entropy:0.5537 +2026-01-08 14:46:01 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4286.93 total_reward_ma:4267.84 loss:0.02447 fps:1458 +frame:9.20e+06 wall_t:6310 t:575000 epi:nan +opt_step:143744 lr:2.001e-05 clip_eps:0.1 entropy:0.5677 +2026-01-08 14:46:08 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4235.97 total_reward_ma:4270.67 loss:0.01784 fps:1458 +frame:9.21e+06 wall_t:6317 t:575625 epi:nan +opt_step:143904 lr:1.975e-05 clip_eps:0.1 entropy:0.572 +2026-01-08 14:46:14 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4261.54 total_reward_ma:4273.41 loss:0.04694 fps:1458 +frame:9.22e+06 wall_t:6323 t:576250 epi:nan +opt_step:144032 lr:1.955e-05 clip_eps:0.1 entropy:0.606 +2026-01-08 14:46:21 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4260.03 total_reward_ma:4276.00 loss:0.02876 fps:1458 +frame:9.23e+06 wall_t:6330 t:576875 epi:nan +opt_step:144192 lr:1.929e-05 clip_eps:0.1 entropy:0.6219 +2026-01-08 14:46:28 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4300.08 total_reward_ma:4279.00 loss:0.009387 fps:1458 +frame:9.24e+06 wall_t:6337 t:577500 epi:nan +opt_step:144352 lr:1.904e-05 clip_eps:0.1 entropy:0.6004 +2026-01-08 14:46:33 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4349.43 total_reward_ma:4281.94 loss:0.05032 fps:1458 +frame:9.25e+06 wall_t:6343 t:578125 epi:nan +opt_step:144512 lr:1.878e-05 clip_eps:0.1 entropy:0.5675 +2026-01-08 14:46:39 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4323.08 total_reward_ma:4284.14 loss:0.02008 fps:1458 +frame:9.26e+06 wall_t:6349 t:578750 epi:nan +opt_step:144672 lr:1.852e-05 clip_eps:0.1 entropy:0.5543 +2026-01-08 14:46:45 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4276.07 total_reward_ma:4285.53 loss:0.01773 fps:1459 +frame:9.27e+06 wall_t:6355 t:579375 epi:nan +opt_step:144832 lr:1.827e-05 clip_eps:0.1 entropy:0.5834 +2026-01-08 14:46:51 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4250.59 total_reward_ma:4286.69 loss:0.02515 fps:1459 +frame:9.28e+06 wall_t:6361 t:580000 epi:nan +opt_step:144992 lr:1.801e-05 clip_eps:0.1 entropy:0.6397 +2026-01-08 14:46:58 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4223.35 total_reward_ma:4287.33 loss:0.06073 fps:1459 +frame:9.29e+06 wall_t:6367 t:580625 epi:nan +opt_step:145152 lr:1.776e-05 clip_eps:0.1 entropy:0.6094 +2026-01-08 14:47:04 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4235.37 total_reward_ma:4288.07 loss:0.04258 fps:1459 +frame:9.30e+06 wall_t:6374 t:581250 epi:nan +opt_step:145312 lr:1.75e-05 clip_eps:0.1 entropy:0.6193 +2026-01-08 14:47:10 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4224.69 total_reward_ma:4288.93 loss:0.006466 fps:1459 +frame:9.31e+06 wall_t:6379 t:581875 epi:nan +opt_step:145440 lr:1.73e-05 clip_eps:0.1 entropy:0.629 +2026-01-08 14:47:16 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4218.54 total_reward_ma:4289.29 loss:0.02576 fps:1459 +frame:9.32e+06 wall_t:6386 t:582500 epi:nan +opt_step:145600 lr:1.704e-05 clip_eps:0.1 entropy:0.6298 +2026-01-08 14:47:22 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4192.50 total_reward_ma:4289.08 loss:0.03443 fps:1460 +frame:9.33e+06 wall_t:6392 t:583125 epi:nan +opt_step:145760 lr:1.678e-05 clip_eps:0.1 entropy:0.5873 +2026-01-08 14:47:29 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4180.66 total_reward_ma:4288.82 loss:0.05343 fps:1460 +frame:9.34e+06 wall_t:6398 t:583750 epi:nan +opt_step:145920 lr:1.653e-05 clip_eps:0.1 entropy:0.6381 +2026-01-08 14:47:36 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4239.30 total_reward_ma:4289.35 loss:0.03651 fps:1460 +frame:9.35e+06 wall_t:6406 t:584375 epi:nan +opt_step:146080 lr:1.627e-05 clip_eps:0.1 entropy:0.6147 +2026-01-08 14:47:42 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4278.20 total_reward_ma:4289.28 loss:0.03271 fps:1460 +frame:9.36e+06 wall_t:6412 t:585000 epi:nan +opt_step:146240 lr:1.602e-05 clip_eps:0.1 entropy:0.6844 +2026-01-08 14:47:49 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4290.27 total_reward_ma:4289.58 loss:0.04153 fps:1460 +frame:9.37e+06 wall_t:6418 t:585625 epi:nan +opt_step:146400 lr:1.576e-05 clip_eps:0.1 entropy:0.6008 +2026-01-08 14:47:55 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4276.32 total_reward_ma:4290.36 loss:0.04132 fps:1460 +frame:9.38e+06 wall_t:6424 t:586250 epi:nan +opt_step:146560 lr:1.55e-05 clip_eps:0.1 entropy:0.6421 +2026-01-08 14:48:01 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4236.69 total_reward_ma:4290.81 loss:0.01933 fps:1460 +frame:9.39e+06 wall_t:6430 t:586875 epi:nan +opt_step:146688 lr:1.53e-05 clip_eps:0.1 entropy:0.6107 +2026-01-08 14:48:07 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4203.21 total_reward_ma:4290.77 loss:0.03351 fps:1460 +frame:9.40e+06 wall_t:6437 t:587500 epi:nan +opt_step:146848 lr:1.504e-05 clip_eps:0.1 entropy:0.6042 +2026-01-08 14:48:13 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4169.22 total_reward_ma:4290.45 loss:0.03864 fps:1460 +frame:9.41e+06 wall_t:6443 t:588125 epi:nan +opt_step:147008 lr:1.479e-05 clip_eps:0.1 entropy:0.6708 +2026-01-08 14:48:20 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4179.94 total_reward_ma:4289.73 loss:0.03209 fps:1461 +frame:9.42e+06 wall_t:6449 t:588750 epi:nan +opt_step:147168 lr:1.453e-05 clip_eps:0.1 entropy:0.6481 +2026-01-08 14:48:26 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4207.83 total_reward_ma:4288.66 loss:0.01244 fps:1461 +frame:9.43e+06 wall_t:6455 t:589375 epi:nan +opt_step:147328 lr:1.428e-05 clip_eps:0.1 entropy:0.5984 +2026-01-08 14:48:32 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4190.52 total_reward_ma:4287.35 loss:0.04479 fps:1461 +frame:9.44e+06 wall_t:6461 t:590000 epi:nan +opt_step:147488 lr:1.402e-05 clip_eps:0.1 entropy:0.5868 +2026-01-08 14:48:38 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4179.33 total_reward_ma:4285.48 loss:0.03193 fps:1461 +frame:9.45e+06 wall_t:6468 t:590625 epi:nan +opt_step:147648 lr:1.376e-05 clip_eps:0.1 entropy:0.6265 +2026-01-08 14:48:44 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4202.37 total_reward_ma:4284.07 loss:0.03015 fps:1461 +frame:9.46e+06 wall_t:6474 t:591250 epi:nan +opt_step:147808 lr:1.351e-05 clip_eps:0.1 entropy:0.5666 +2026-01-08 14:48:51 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4202.37 total_reward_ma:4283.21 loss:0.04482 fps:1461 +frame:9.47e+06 wall_t:6480 t:591875 epi:nan +opt_step:147968 lr:1.325e-05 clip_eps:0.1 entropy:0.6161 +2026-01-08 14:48:56 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4201.55 total_reward_ma:4282.45 loss:0.03343 fps:1462 +frame:9.48e+06 wall_t:6486 t:592500 epi:nan +opt_step:148096 lr:1.305e-05 clip_eps:0.1 entropy:0.6241 +2026-01-08 14:49:03 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4183.65 total_reward_ma:4281.39 loss:0.01072 fps:1462 +frame:9.49e+06 wall_t:6492 t:593125 epi:nan +opt_step:148256 lr:1.279e-05 clip_eps:0.1 entropy:0.5767 +2026-01-08 14:49:09 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4161.14 total_reward_ma:4280.90 loss:0.04384 fps:1462 +frame:9.50e+06 wall_t:6498 t:593750 epi:nan +opt_step:148416 lr:1.253e-05 clip_eps:0.1 entropy:0.693 +2026-01-08 14:49:15 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4166.19 total_reward_ma:4279.98 loss:0.04056 fps:1462 +frame:9.51e+06 wall_t:6504 t:594375 epi:nan +opt_step:148576 lr:1.228e-05 clip_eps:0.1 entropy:0.6326 +2026-01-08 14:49:22 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4136.11 total_reward_ma:4278.61 loss:0.03123 fps:1462 +frame:9.52e+06 wall_t:6511 t:595000 epi:nan +opt_step:148736 lr:1.202e-05 clip_eps:0.1 entropy:0.6044 +2026-01-08 14:49:28 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4160.66 total_reward_ma:4277.58 loss:0.01367 fps:1462 +frame:9.53e+06 wall_t:6517 t:595625 epi:nan +opt_step:148896 lr:1.177e-05 clip_eps:0.1 entropy:0.6074 +2026-01-08 14:49:34 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4135.75 total_reward_ma:4275.77 loss:0.02946 fps:1463 +frame:9.54e+06 wall_t:6523 t:596250 epi:nan +opt_step:149056 lr:1.151e-05 clip_eps:0.1 entropy:0.6354 +2026-01-08 14:49:40 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4141.58 total_reward_ma:4274.76 loss:0.03889 fps:1463 +frame:9.55e+06 wall_t:6529 t:596875 epi:nan +opt_step:149216 lr:1.125e-05 clip_eps:0.1 entropy:0.5306 +2026-01-08 14:49:45 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4141.58 total_reward_ma:4274.33 loss:0.01977 fps:1463 +frame:9.56e+06 wall_t:6535 t:597500 epi:nan +opt_step:149344 lr:1.105e-05 clip_eps:0.1 entropy:0.6365 +2026-01-08 14:49:52 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4135.14 total_reward_ma:4273.86 loss:0.0548 fps:1463 +frame:9.57e+06 wall_t:6541 t:598125 epi:nan +opt_step:149504 lr:1.079e-05 clip_eps:0.1 entropy:0.6017 +2026-01-08 14:49:59 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4144.22 total_reward_ma:4273.25 loss:0.0162 fps:1463 +frame:9.58e+06 wall_t:6548 t:598750 epi:nan +opt_step:149664 lr:1.054e-05 clip_eps:0.1 entropy:0.6167 +2026-01-08 14:50:06 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4216.85 total_reward_ma:4273.34 loss:0.06046 fps:1463 +frame:9.59e+06 wall_t:6555 t:599375 epi:nan +opt_step:149824 lr:1.028e-05 clip_eps:0.1 entropy:0.6296 +2026-01-08 14:50:12 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4192.88 total_reward_ma:4273.77 loss:0.04707 fps:1463 +frame:9.60e+06 wall_t:6561 t:600000 epi:nan +opt_step:149984 lr:1.003e-05 clip_eps:0.1 entropy:0.5908 +2026-01-08 14:50:18 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4226.85 total_reward_ma:4274.67 loss:0.02563 fps:1463 +frame:9.61e+06 wall_t:6567 t:600625 epi:nan +opt_step:150144 lr:9.77e-06 clip_eps:0.1 entropy:0.6307 +2026-01-08 14:50:24 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4227.78 total_reward_ma:4275.07 loss:0.03675 fps:1464 +frame:9.62e+06 wall_t:6573 t:601250 epi:nan +opt_step:150304 lr:9.514e-06 clip_eps:0.1 entropy:0.6177 +2026-01-08 14:50:31 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4242.53 total_reward_ma:4275.95 loss:0.04023 fps:1464 +frame:9.63e+06 wall_t:6580 t:601875 epi:nan +opt_step:150464 lr:9.258e-06 clip_eps:0.1 entropy:0.6239 +2026-01-08 14:50:37 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4296.36 total_reward_ma:4277.44 loss:0.0586 fps:1464 +frame:9.64e+06 wall_t:6586 t:602500 epi:nan +opt_step:150624 lr:9.002e-06 clip_eps:0.1 entropy:0.6346 +2026-01-08 14:50:43 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4287.60 total_reward_ma:4278.47 loss:0.04891 fps:1464 +frame:9.65e+06 wall_t:6592 t:603125 epi:nan +opt_step:150752 lr:8.797e-06 clip_eps:0.1 entropy:0.6263 +2026-01-08 14:50:50 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4311.85 total_reward_ma:4279.29 loss:0.0297 fps:1464 +frame:9.66e+06 wall_t:6600 t:603750 epi:nan +opt_step:150912 lr:8.541e-06 clip_eps:0.1 entropy:0.5946 +2026-01-08 14:50:57 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4257.71 total_reward_ma:4280.08 loss:0.01779 fps:1464 +frame:9.67e+06 wall_t:6606 t:604375 epi:nan +opt_step:151072 lr:8.285e-06 clip_eps:0.1 entropy:0.5781 +2026-01-08 14:51:03 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4262.54 total_reward_ma:4280.87 loss:0.04246 fps:1464 +frame:9.68e+06 wall_t:6613 t:605000 epi:nan +opt_step:151232 lr:8.029e-06 clip_eps:0.1 entropy:0.6483 +2026-01-08 14:51:10 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4318.80 total_reward_ma:4282.27 loss:0.02383 fps:1464 +frame:9.69e+06 wall_t:6619 t:605625 epi:nan +opt_step:151392 lr:7.773e-06 clip_eps:0.1 entropy:0.5795 +2026-01-08 14:51:17 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4368.58 total_reward_ma:4284.00 loss:0.0509 fps:1464 +frame:9.70e+06 wall_t:6626 t:606250 epi:nan +opt_step:151552 lr:7.517e-06 clip_eps:0.1 entropy:0.6072 +2026-01-08 14:51:23 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4339.81 total_reward_ma:4285.11 loss:0.02356 fps:1464 +frame:9.71e+06 wall_t:6633 t:606875 epi:nan +opt_step:151712 lr:7.261e-06 clip_eps:0.1 entropy:0.5933 +2026-01-08 14:51:30 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4375.33 total_reward_ma:4285.76 loss:0.03821 fps:1464 +frame:9.72e+06 wall_t:6639 t:607500 epi:nan +opt_step:151872 lr:7.005e-06 clip_eps:0.1 entropy:0.6008 +2026-01-08 14:51:36 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4416.48 total_reward_ma:4286.12 loss:0.0311 fps:1464 +frame:9.73e+06 wall_t:6645 t:608125 epi:nan +opt_step:152000 lr:6.8e-06 clip_eps:0.1 entropy:0.6249 +2026-01-08 14:51:42 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4495.27 total_reward_ma:4287.38 loss:0.01451 fps:1464 +frame:9.74e+06 wall_t:6651 t:608750 epi:nan +opt_step:152160 lr:6.544e-06 clip_eps:0.1 entropy:0.6454 +2026-01-08 14:51:48 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4450.69 total_reward_ma:4287.98 loss:0.04596 fps:1465 +frame:9.75e+06 wall_t:6657 t:609375 epi:nan +opt_step:152320 lr:6.288e-06 clip_eps:0.1 entropy:0.6108 +2026-01-08 14:51:54 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4492.05 total_reward_ma:4289.44 loss:0.02476 fps:1465 +frame:9.76e+06 wall_t:6663 t:610000 epi:nan +opt_step:152480 lr:6.032e-06 clip_eps:0.1 entropy:0.5656 +2026-01-08 14:52:00 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4591.44 total_reward_ma:4292.64 loss:0.03568 fps:1465 +frame:9.77e+06 wall_t:6670 t:610625 epi:nan +opt_step:152640 lr:5.776e-06 clip_eps:0.1 entropy:0.6178 +2026-01-08 14:52:06 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4591.76 total_reward_ma:4295.89 loss:0.05993 fps:1465 +frame:9.78e+06 wall_t:6676 t:611250 epi:nan +opt_step:152800 lr:5.52e-06 clip_eps:0.1 entropy:0.5834 +2026-01-08 14:52:13 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4632.70 total_reward_ma:4299.60 loss:0.03931 fps:1465 +frame:9.79e+06 wall_t:6682 t:611875 epi:nan +opt_step:152960 lr:5.264e-06 clip_eps:0.1 entropy:0.5873 +2026-01-08 14:52:19 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4655.74 total_reward_ma:4303.74 loss:0.0566 fps:1465 +frame:9.80e+06 wall_t:6688 t:612500 epi:nan +opt_step:153120 lr:5.008e-06 clip_eps:0.1 entropy:0.5638 +2026-01-08 14:52:25 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4615.32 total_reward_ma:4307.52 loss:0.03487 fps:1465 +frame:9.81e+06 wall_t:6695 t:613125 epi:nan +opt_step:153280 lr:4.752e-06 clip_eps:0.1 entropy:0.595 +2026-01-08 14:52:32 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4634.07 total_reward_ma:4311.44 loss:0.02702 fps:1465 +frame:9.82e+06 wall_t:6701 t:613750 epi:nan +opt_step:153408 lr:4.547e-06 clip_eps:0.1 entropy:0.5804 +2026-01-08 14:52:38 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4627.61 total_reward_ma:4315.33 loss:0.0302 fps:1465 +frame:9.83e+06 wall_t:6708 t:614375 epi:nan +opt_step:153568 lr:4.291e-06 clip_eps:0.1 entropy:0.6089 +2026-01-08 14:52:46 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4608.83 total_reward_ma:4318.67 loss:0.01461 fps:1465 +frame:9.84e+06 wall_t:6715 t:615000 epi:nan +opt_step:153728 lr:4.035e-06 clip_eps:0.1 entropy:0.5871 +2026-01-08 14:52:52 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4614.47 total_reward_ma:4321.73 loss:0.0194 fps:1466 +frame:9.85e+06 wall_t:6721 t:615625 epi:nan +opt_step:153888 lr:3.779e-06 clip_eps:0.1 entropy:0.6283 +2026-01-08 14:52:58 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4572.94 total_reward_ma:4324.38 loss:0.05757 fps:1466 +frame:9.86e+06 wall_t:6728 t:616250 epi:nan +opt_step:154048 lr:3.523e-06 clip_eps:0.1 entropy:0.5293 +2026-01-08 14:53:05 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4526.28 total_reward_ma:4326.22 loss:0.05532 fps:1466 +frame:9.87e+06 wall_t:6734 t:616875 epi:nan +opt_step:154208 lr:3.267e-06 clip_eps:0.1 entropy:0.594 +2026-01-08 14:53:11 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4544.10 total_reward_ma:4328.19 loss:0.06081 fps:1466 +frame:9.88e+06 wall_t:6741 t:617500 epi:nan +opt_step:154368 lr:3.011e-06 clip_eps:0.1 entropy:0.6091 +2026-01-08 14:53:18 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4555.73 total_reward_ma:4329.98 loss:0.03874 fps:1466 +frame:9.89e+06 wall_t:6747 t:618125 epi:nan +opt_step:154528 lr:2.755e-06 clip_eps:0.1 entropy:0.5673 +2026-01-08 14:53:24 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4594.53 total_reward_ma:4331.78 loss:0.0449 fps:1466 +frame:9.90e+06 wall_t:6753 t:618750 epi:nan +opt_step:154656 lr:2.55e-06 clip_eps:0.1 entropy:0.6174 +2026-01-08 14:53:30 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4611.29 total_reward_ma:4334.07 loss:0.0291 fps:1466 +frame:9.91e+06 wall_t:6759 t:619375 epi:nan +opt_step:154816 lr:2.294e-06 clip_eps:0.1 entropy:0.6441 +2026-01-08 14:53:36 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4657.12 total_reward_ma:4336.33 loss:0.03553 fps:1466 +frame:9.92e+06 wall_t:6765 t:620000 epi:nan +opt_step:154976 lr:2.038e-06 clip_eps:0.1 entropy:0.557 +2026-01-08 14:53:42 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4609.92 total_reward_ma:4338.07 loss:0.05686 fps:1467 +frame:9.93e+06 wall_t:6771 t:620625 epi:nan +opt_step:155136 lr:1.782e-06 clip_eps:0.1 entropy:0.5653 +2026-01-08 14:53:48 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4586.08 total_reward_ma:4340.07 loss:0.03956 fps:1467 +frame:9.94e+06 wall_t:6777 t:621250 epi:nan +opt_step:155296 lr:1.526e-06 clip_eps:0.1 entropy:0.5958 +2026-01-08 14:53:54 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4650.24 total_reward_ma:4343.03 loss:0.01875 fps:1467 +frame:9.95e+06 wall_t:6784 t:621875 epi:nan +opt_step:155456 lr:1.27e-06 clip_eps:0.1 entropy:0.6192 +2026-01-08 14:54:00 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4618.00 total_reward_ma:4345.67 loss:0.05427 fps:1467 +frame:9.96e+06 wall_t:6790 t:622500 epi:nan +opt_step:155616 lr:1.014e-06 clip_eps:0.1 entropy:0.6295 +2026-01-08 14:54:07 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4632.35 total_reward_ma:4347.97 loss:0.04329 fps:1467 +frame:9.97e+06 wall_t:6796 t:623125 epi:nan +opt_step:155776 lr:7.584e-07 clip_eps:0.1 entropy:0.5963 +2026-01-08 14:54:13 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4615.68 total_reward_ma:4350.50 loss:0.01918 fps:1467 +frame:9.98e+06 wall_t:6802 t:623750 epi:nan +opt_step:155936 lr:5.024e-07 clip_eps:0.1 entropy:0.5932 +2026-01-08 14:54:19 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4630.44 total_reward_ma:4353.12 loss:0.04623 fps:1467 +frame:9.99e+06 wall_t:6808 t:624375 epi:nan +opt_step:156064 lr:2.976e-07 clip_eps:0.1 entropy:0.5671 +2026-01-08 14:54:25 | INFO | PID:1648 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam85_assault_t0_s1 [train] +total_reward:4623.77 total_reward_ma:4355.08 loss:0.05109 fps:1468 +frame:1.00e+07 wall_t:6814 t:625000 epi:nan +opt_step:156224 lr:4.16e-08 clip_eps:0.1 entropy:0.6212 +2026-01-08 14:54:25 | INFO | PID:1648 | slm_lab.lib.logger:info | Session 1 done diff --git a/data/ppo_atari_lam85_assault_2026_01_08_130044/log/ppo_atari_lam85_assault_t0_s2.log b/data/ppo_atari_lam85_assault_2026_01_08_130044/log/ppo_atari_lam85_assault_t0_s2.log new file mode 100644 index 0000000000000000000000000000000000000000..c59e21c6b72a27720781098450f0aac460623e66 --- /dev/null +++ b/data/ppo_atari_lam85_assault_2026_01_08_130044/log/ppo_atari_lam85_assault_t0_s2.log @@ -0,0 +1,4002 @@ +2026-01-08 13:00:48 | INFO | PID:1649 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-08 13:01:18 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:228.67 total_reward_ma:228.67 loss:-0.02091 fps:370.4 +frame:1.00e+04 wall_t:27 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:1.926 +2026-01-08 13:01:25 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:246.75 total_reward_ma:237.71 loss:-0.02075 fps:588.2 +frame:2.00e+04 wall_t:34 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:1.886 +2026-01-08 13:01:31 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:276.06 total_reward_ma:250.49 loss:-0.02207 fps:750 +frame:3.00e+04 wall_t:40 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:1.843 +2026-01-08 13:01:38 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:283.82 total_reward_ma:258.82 loss:-0.02095 fps:851.1 +frame:4.00e+04 wall_t:47 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:1.769 +2026-01-08 13:01:45 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:284.89 total_reward_ma:264.04 loss:-0.01825 fps:925.9 +frame:5.00e+04 wall_t:54 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:1.739 +2026-01-08 13:01:52 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:290.85 total_reward_ma:268.51 loss:-0.01986 fps:983.6 +frame:6.00e+04 wall_t:61 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:1.687 +2026-01-08 13:01:59 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:315.63 total_reward_ma:275.24 loss:-0.01649 fps:1029 +frame:7.00e+04 wall_t:68 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:1.691 +2026-01-08 13:02:06 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:321.72 total_reward_ma:281.05 loss:-0.02191 fps:1067 +frame:8.00e+04 wall_t:75 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:1.63 +2026-01-08 13:02:12 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:328.86 total_reward_ma:286.36 loss:-0.02099 fps:1111 +frame:9.00e+04 wall_t:81 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:1.633 +2026-01-08 13:02:19 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:331.80 total_reward_ma:290.90 loss:-0.01465 fps:1124 +frame:1.00e+05 wall_t:89 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:1.573 +2026-01-08 13:02:27 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:344.82 total_reward_ma:295.81 loss:-0.01892 fps:1146 +frame:1.10e+05 wall_t:96 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:1.586 +2026-01-08 13:02:34 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:348.18 total_reward_ma:300.17 loss:-0.01961 fps:1165 +frame:1.20e+05 wall_t:103 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:1.587 +2026-01-08 13:02:42 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:354.27 total_reward_ma:304.33 loss:-0.01275 fps:1171 +frame:1.30e+05 wall_t:111 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:1.586 +2026-01-08 13:02:49 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:363.51 total_reward_ma:308.56 loss:-0.01343 fps:1186 +frame:1.40e+05 wall_t:118 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:1.558 +2026-01-08 13:02:56 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:363.93 total_reward_ma:312.25 loss:-0.01447 fps:1190 +frame:1.50e+05 wall_t:126 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:1.54 +2026-01-08 13:03:04 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:365.82 total_reward_ma:315.60 loss:-0.003653 fps:1203 +frame:1.60e+05 wall_t:133 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:1.464 +2026-01-08 13:03:11 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:364.56 total_reward_ma:318.48 loss:-0.004054 fps:1206 +frame:1.70e+05 wall_t:141 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:1.495 +2026-01-08 13:03:18 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:361.62 total_reward_ma:320.88 loss:-0.01694 fps:1216 +frame:1.80e+05 wall_t:148 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:1.471 +2026-01-08 13:03:26 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:363.09 total_reward_ma:323.10 loss:-0.011 fps:1226 +frame:1.90e+05 wall_t:155 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:1.419 +2026-01-08 13:03:34 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:376.11 total_reward_ma:325.75 loss:-0.01261 fps:1220 +frame:2.00e+05 wall_t:164 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:1.36 +2026-01-08 13:03:43 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:386.82 total_reward_ma:328.66 loss:-0.01551 fps:1221 +frame:2.10e+05 wall_t:172 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:1.437 +2026-01-08 13:03:52 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:399.84 total_reward_ma:331.89 loss:-0.01264 fps:1215 +frame:2.20e+05 wall_t:181 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:1.471 +2026-01-08 13:04:00 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:409.29 total_reward_ma:335.26 loss:-0.01426 fps:1217 +frame:2.30e+05 wall_t:189 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:1.461 +2026-01-08 13:04:08 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:421.26 total_reward_ma:338.84 loss:-0.01729 fps:1218 +frame:2.40e+05 wall_t:197 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:1.326 +2026-01-08 13:04:16 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:436.27 total_reward_ma:342.74 loss:-0.01576 fps:1220 +frame:2.50e+05 wall_t:205 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:1.31 +2026-01-08 13:04:23 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:445.39 total_reward_ma:346.69 loss:-0.004257 fps:1226 +frame:2.60e+05 wall_t:212 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:1.325 +2026-01-08 13:04:30 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:465.76 total_reward_ma:351.10 loss:-0.01642 fps:1233 +frame:2.70e+05 wall_t:219 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:1.265 +2026-01-08 13:04:38 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:472.90 total_reward_ma:355.45 loss:-0.00358 fps:1233 +frame:2.80e+05 wall_t:227 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:1.264 +2026-01-08 13:04:45 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:486.97 total_reward_ma:359.98 loss:-0.01538 fps:1239 +frame:2.90e+05 wall_t:234 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:1.318 +2026-01-08 13:04:53 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:496.42 total_reward_ma:364.53 loss:-0.003691 fps:1240 +frame:3.00e+05 wall_t:242 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:1.235 +2026-01-08 13:05:00 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:497.68 total_reward_ma:368.82 loss:-0.002515 fps:1245 +frame:3.10e+05 wall_t:249 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:1.317 +2026-01-08 13:05:07 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:502.30 total_reward_ma:373.00 loss:-0.004128 fps:1250 +frame:3.20e+05 wall_t:256 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:1.205 +2026-01-08 13:05:14 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:531.27 total_reward_ma:377.79 loss:-0.0002196 fps:1255 +frame:3.30e+05 wall_t:263 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:1.186 +2026-01-08 13:05:21 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:544.60 total_reward_ma:382.70 loss:-0.0053 fps:1259 +frame:3.40e+05 wall_t:270 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:1.187 +2026-01-08 13:05:27 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:558.88 total_reward_ma:387.73 loss:0.001054 fps:1268 +frame:3.50e+05 wall_t:276 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:1.201 +2026-01-08 13:05:34 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:580.61 total_reward_ma:393.09 loss:-0.0006748 fps:1272 +frame:3.60e+05 wall_t:283 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:1.218 +2026-01-08 13:05:41 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:587.54 total_reward_ma:398.34 loss:-0.01048 fps:1276 +frame:3.70e+05 wall_t:290 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:1.231 +2026-01-08 13:05:48 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:616.52 total_reward_ma:404.09 loss:0.0006907 fps:1279 +frame:3.80e+05 wall_t:297 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:1.175 +2026-01-08 13:05:54 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:639.61 total_reward_ma:410.13 loss:0.004772 fps:1283 +frame:3.90e+05 wall_t:304 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:1.175 +2026-01-08 13:06:02 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:653.16 total_reward_ma:416.20 loss:0.009197 fps:1286 +frame:4.00e+05 wall_t:311 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:1.176 +2026-01-08 13:06:09 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:657.16 total_reward_ma:422.08 loss:0.01731 fps:1289 +frame:4.10e+05 wall_t:318 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:1.143 +2026-01-08 13:06:17 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:677.73 total_reward_ma:428.17 loss:-0.006287 fps:1288 +frame:4.20e+05 wall_t:326 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:1.166 +2026-01-08 13:06:23 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:689.06 total_reward_ma:434.23 loss:0.005211 fps:1295 +frame:4.30e+05 wall_t:332 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:1.13 +2026-01-08 13:06:31 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:699.01 total_reward_ma:440.25 loss:0.01883 fps:1294 +frame:4.40e+05 wall_t:340 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:1.056 +2026-01-08 13:06:38 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:722.63 total_reward_ma:446.53 loss:0.01265 fps:1297 +frame:4.50e+05 wall_t:347 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:1.09 +2026-01-08 13:06:45 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:731.97 total_reward_ma:452.73 loss:-0.005724 fps:1299 +frame:4.60e+05 wall_t:354 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:1.033 +2026-01-08 13:06:52 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:739.21 total_reward_ma:458.83 loss:0.003875 fps:1302 +frame:4.70e+05 wall_t:361 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:1.087 +2026-01-08 13:07:00 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:742.13 total_reward_ma:464.73 loss:0.02294 fps:1301 +frame:4.80e+05 wall_t:369 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:1.056 +2026-01-08 13:07:06 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:755.89 total_reward_ma:470.67 loss:0.002699 fps:1307 +frame:4.90e+05 wall_t:375 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:1.025 +2026-01-08 13:07:13 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:762.49 total_reward_ma:476.51 loss:0.01368 fps:1309 +frame:5.00e+05 wall_t:382 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:1.049 +2026-01-08 13:07:20 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:766.14 total_reward_ma:482.19 loss:0.003089 fps:1311 +frame:5.10e+05 wall_t:389 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:0.9426 +2026-01-08 13:07:27 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:779.59 total_reward_ma:487.90 loss:0.003511 fps:1313 +frame:5.20e+05 wall_t:396 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:0.9998 +2026-01-08 13:07:34 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:786.11 total_reward_ma:493.53 loss:0.01004 fps:1315 +frame:5.30e+05 wall_t:403 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:0.9728 +2026-01-08 13:07:41 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:790.63 total_reward_ma:499.03 loss:0.006259 fps:1314 +frame:5.40e+05 wall_t:411 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:0.916 +2026-01-08 13:07:48 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:802.07 total_reward_ma:504.54 loss:0.01108 fps:1316 +frame:5.50e+05 wall_t:418 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:0.9952 +2026-01-08 13:07:55 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:817.72 total_reward_ma:510.14 loss:0.02129 fps:1321 +frame:5.60e+05 wall_t:424 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:0.9362 +2026-01-08 13:08:02 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:816.17 total_reward_ma:515.50 loss:0.01256 fps:1319 +frame:5.70e+05 wall_t:432 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:0.9319 +2026-01-08 13:08:10 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:828.34 total_reward_ma:520.90 loss:0.02547 fps:1321 +frame:5.80e+05 wall_t:439 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:0.8674 +2026-01-08 13:08:17 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:830.65 total_reward_ma:526.15 loss:0.01918 fps:1323 +frame:5.90e+05 wall_t:446 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:0.9527 +2026-01-08 13:08:24 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:845.37 total_reward_ma:531.47 loss:0.01311 fps:1325 +frame:6.00e+05 wall_t:453 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:0.9079 +2026-01-08 13:08:31 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:857.45 total_reward_ma:536.81 loss:0.003762 fps:1326 +frame:6.10e+05 wall_t:460 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:0.8985 +2026-01-08 13:08:38 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:855.15 total_reward_ma:541.95 loss:0.01932 fps:1328 +frame:6.20e+05 wall_t:467 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:0.9738 +2026-01-08 13:08:45 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:943.03 total_reward_ma:548.31 loss:0.0184 fps:1329 +frame:6.30e+05 wall_t:474 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:0.8904 +2026-01-08 13:08:52 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:975.58 total_reward_ma:554.99 loss:0.001947 fps:1331 +frame:6.40e+05 wall_t:481 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:0.8418 +2026-01-08 13:09:00 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:978.84 total_reward_ma:561.51 loss:0.04271 fps:1329 +frame:6.50e+05 wall_t:489 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:0.9039 +2026-01-08 13:09:07 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:976.95 total_reward_ma:567.80 loss:0.005392 fps:1331 +frame:6.60e+05 wall_t:496 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:0.8558 +2026-01-08 13:09:13 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1003.52 total_reward_ma:574.31 loss:0.002439 fps:1332 +frame:6.70e+05 wall_t:503 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:0.8691 +2026-01-08 13:09:21 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1023.16 total_reward_ma:580.91 loss:0.02168 fps:1333 +frame:6.80e+05 wall_t:510 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:0.9001 +2026-01-08 13:09:27 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1032.53 total_reward_ma:587.45 loss:0.02739 fps:1337 +frame:6.90e+05 wall_t:516 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:0.8503 +2026-01-08 13:09:34 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1038.95 total_reward_ma:593.90 loss:0.01465 fps:1338 +frame:7.00e+05 wall_t:523 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:0.9313 +2026-01-08 13:09:42 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1034.12 total_reward_ma:600.10 loss:0.01148 fps:1337 +frame:7.10e+05 wall_t:531 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:0.8239 +2026-01-08 13:09:49 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1062.16 total_reward_ma:606.52 loss:0.01784 fps:1338 +frame:7.20e+05 wall_t:538 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:0.9021 +2026-01-08 13:09:56 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1000.54 total_reward_ma:611.92 loss:0.02597 fps:1337 +frame:7.30e+05 wall_t:546 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:0.8357 +2026-01-08 13:10:04 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:992.77 total_reward_ma:617.07 loss:0.03072 fps:1338 +frame:7.40e+05 wall_t:553 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:0.8034 +2026-01-08 13:10:11 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:985.31 total_reward_ma:621.98 loss:0.003924 fps:1339 +frame:7.50e+05 wall_t:560 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:0.8845 +2026-01-08 13:10:18 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1022.27 total_reward_ma:627.24 loss:0.01268 fps:1340 +frame:7.60e+05 wall_t:567 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:0.8703 +2026-01-08 13:10:25 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1016.39 total_reward_ma:632.30 loss:0.01542 fps:1341 +frame:7.70e+05 wall_t:574 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:0.8934 +2026-01-08 13:10:32 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1023.00 total_reward_ma:637.31 loss:0.02441 fps:1343 +frame:7.80e+05 wall_t:581 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:0.9429 +2026-01-08 13:10:39 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1024.25 total_reward_ma:642.20 loss:0.01619 fps:1344 +frame:7.90e+05 wall_t:588 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:0.853 +2026-01-08 13:10:47 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1042.31 total_reward_ma:647.20 loss:0.007184 fps:1342 +frame:8.00e+05 wall_t:596 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:0.8676 +2026-01-08 13:10:54 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1068.77 total_reward_ma:652.41 loss:0.01819 fps:1343 +frame:8.10e+05 wall_t:603 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:0.9178 +2026-01-08 13:11:00 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1073.60 total_reward_ma:657.55 loss:0.01858 fps:1346 +frame:8.20e+05 wall_t:609 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:0.9197 +2026-01-08 13:11:07 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1065.51 total_reward_ma:662.46 loss:0.01214 fps:1347 +frame:8.30e+05 wall_t:616 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:0.869 +2026-01-08 13:11:14 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1063.92 total_reward_ma:667.24 loss:0.01441 fps:1348 +frame:8.40e+05 wall_t:623 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:0.8955 +2026-01-08 13:11:21 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1071.37 total_reward_ma:671.99 loss:0.01694 fps:1349 +frame:8.50e+05 wall_t:630 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:0.893 +2026-01-08 13:11:27 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1057.20 total_reward_ma:676.47 loss:0.0112 fps:1352 +frame:8.60e+05 wall_t:636 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:0.8856 +2026-01-08 13:11:34 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1033.89 total_reward_ma:680.58 loss:0.02521 fps:1351 +frame:8.70e+05 wall_t:644 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:0.9515 +2026-01-08 13:11:42 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1060.67 total_reward_ma:684.90 loss:0.02088 fps:1352 +frame:8.80e+05 wall_t:651 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:0.9225 +2026-01-08 13:11:49 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1052.59 total_reward_ma:689.03 loss:0.01115 fps:1353 +frame:8.90e+05 wall_t:658 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:0.8508 +2026-01-08 13:11:57 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1034.85 total_reward_ma:692.88 loss:0.01784 fps:1351 +frame:9.00e+05 wall_t:666 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:0.9311 +2026-01-08 13:12:04 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1041.78 total_reward_ma:696.71 loss:0.008275 fps:1352 +frame:9.10e+05 wall_t:673 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:0.8382 +2026-01-08 13:12:11 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1021.61 total_reward_ma:700.24 loss:0.01768 fps:1351 +frame:9.20e+05 wall_t:681 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:0.881 +2026-01-08 13:12:19 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1001.24 total_reward_ma:703.48 loss:0.007531 fps:1350 +frame:9.30e+05 wall_t:689 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:0.869 +2026-01-08 13:12:26 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:994.53 total_reward_ma:706.57 loss:0.01933 fps:1351 +frame:9.40e+05 wall_t:696 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:0.8796 +2026-01-08 13:12:34 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1000.62 total_reward_ma:709.67 loss:0.01337 fps:1351 +frame:9.50e+05 wall_t:703 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:0.8606 +2026-01-08 13:12:41 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:998.93 total_reward_ma:712.68 loss:0.01932 fps:1352 +frame:9.60e+05 wall_t:710 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:0.8718 +2026-01-08 13:12:48 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:989.59 total_reward_ma:715.54 loss:0.01404 fps:1353 +frame:9.70e+05 wall_t:717 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:0.861 +2026-01-08 13:12:55 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:967.32 total_reward_ma:718.11 loss:-0.003457 fps:1354 +frame:9.80e+05 wall_t:724 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:0.8878 +2026-01-08 13:13:02 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:990.10 total_reward_ma:720.85 loss:0.01924 fps:1352 +frame:9.90e+05 wall_t:732 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:0.8328 +2026-01-08 13:13:09 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1007.95 total_reward_ma:723.72 loss:0.03197 fps:1353 +frame:1.00e+06 wall_t:739 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:0.8593 +2026-01-08 13:13:17 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1024.54 total_reward_ma:731.68 loss:0.01098 fps:1354 +frame:1.01e+06 wall_t:746 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:0.8628 +2026-01-08 13:13:24 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1051.21 total_reward_ma:739.73 loss:0.008507 fps:1355 +frame:1.02e+06 wall_t:753 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:0.8363 +2026-01-08 13:13:30 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1049.01 total_reward_ma:747.46 loss:0.009532 fps:1355 +frame:1.03e+06 wall_t:760 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:0.8675 +2026-01-08 13:13:38 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1054.69 total_reward_ma:755.17 loss:0.01932 fps:1356 +frame:1.04e+06 wall_t:767 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:0.8023 +2026-01-08 13:13:45 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1054.06 total_reward_ma:762.86 loss:0.01235 fps:1357 +frame:1.05e+06 wall_t:774 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:0.8328 +2026-01-08 13:13:52 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1077.47 total_reward_ma:770.72 loss:0.03189 fps:1357 +frame:1.06e+06 wall_t:781 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:0.795 +2026-01-08 13:13:59 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1093.43 total_reward_ma:778.50 loss:0.03712 fps:1358 +frame:1.07e+06 wall_t:788 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:0.7568 +2026-01-08 13:14:07 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1101.30 total_reward_ma:786.30 loss:0.009678 fps:1357 +frame:1.08e+06 wall_t:796 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:0.8074 +2026-01-08 13:14:14 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1129.13 total_reward_ma:794.30 loss:0.01152 fps:1356 +frame:1.09e+06 wall_t:804 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:0.8155 +2026-01-08 13:14:22 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1131.86 total_reward_ma:802.30 loss:0.02156 fps:1356 +frame:1.10e+06 wall_t:811 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:0.7194 +2026-01-08 13:14:29 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1152.54 total_reward_ma:810.38 loss:0.006364 fps:1357 +frame:1.11e+06 wall_t:818 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:0.7956 +2026-01-08 13:14:36 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1144.56 total_reward_ma:818.34 loss:0.04024 fps:1358 +frame:1.12e+06 wall_t:825 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:0.7252 +2026-01-08 13:14:44 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1138.48 total_reward_ma:826.18 loss:0.02822 fps:1357 +frame:1.13e+06 wall_t:833 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:0.8367 +2026-01-08 13:14:50 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1162.84 total_reward_ma:834.18 loss:0.01321 fps:1357 +frame:1.14e+06 wall_t:840 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:0.7594 +2026-01-08 13:14:58 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1212.40 total_reward_ma:842.66 loss:0.02248 fps:1358 +frame:1.15e+06 wall_t:847 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:0.7129 +2026-01-08 13:15:05 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1221.43 total_reward_ma:851.22 loss:0.01844 fps:1358 +frame:1.16e+06 wall_t:854 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:0.7303 +2026-01-08 13:15:12 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1220.05 total_reward_ma:859.77 loss:0.02851 fps:1359 +frame:1.17e+06 wall_t:861 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:0.7154 +2026-01-08 13:15:20 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1215.43 total_reward_ma:868.31 loss:0.02924 fps:1358 +frame:1.18e+06 wall_t:869 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:0.8048 +2026-01-08 13:15:27 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1242.83 total_reward_ma:877.11 loss:0.01482 fps:1357 +frame:1.19e+06 wall_t:877 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:0.8039 +2026-01-08 13:15:33 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1248.93 total_reward_ma:885.84 loss:0.02814 fps:1359 +frame:1.20e+06 wall_t:883 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:0.7719 +2026-01-08 13:15:41 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1260.79 total_reward_ma:894.58 loss:0.03381 fps:1360 +frame:1.21e+06 wall_t:890 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:0.8337 +2026-01-08 13:15:48 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1279.16 total_reward_ma:903.37 loss:0.007338 fps:1360 +frame:1.22e+06 wall_t:897 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:0.7528 +2026-01-08 13:15:55 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1270.44 total_reward_ma:911.98 loss:0.01744 fps:1361 +frame:1.23e+06 wall_t:904 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:0.8519 +2026-01-08 13:16:02 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1260.14 total_reward_ma:920.37 loss:0.01437 fps:1361 +frame:1.24e+06 wall_t:911 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:0.8182 +2026-01-08 13:16:09 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1306.95 total_reward_ma:929.08 loss:0.03361 fps:1362 +frame:1.25e+06 wall_t:918 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:0.7607 +2026-01-08 13:16:16 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1289.70 total_reward_ma:937.52 loss:0.01537 fps:1362 +frame:1.26e+06 wall_t:925 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:0.8418 +2026-01-08 13:16:23 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1261.76 total_reward_ma:945.48 loss:0.03356 fps:1363 +frame:1.27e+06 wall_t:932 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:0.8292 +2026-01-08 13:16:30 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1297.12 total_reward_ma:953.72 loss:0.02619 fps:1363 +frame:1.28e+06 wall_t:939 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:0.8418 +2026-01-08 13:16:36 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1311.08 total_reward_ma:961.96 loss:0.03499 fps:1365 +frame:1.29e+06 wall_t:945 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:0.845 +2026-01-08 13:16:43 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1333.11 total_reward_ma:970.33 loss:0.008726 fps:1366 +frame:1.30e+06 wall_t:952 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:0.7904 +2026-01-08 13:16:50 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1344.33 total_reward_ma:978.80 loss:0.02293 fps:1365 +frame:1.31e+06 wall_t:960 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:0.8443 +2026-01-08 13:16:58 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1324.68 total_reward_ma:987.02 loss:0.029 fps:1364 +frame:1.32e+06 wall_t:968 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:0.8243 +2026-01-08 13:17:06 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1375.45 total_reward_ma:995.46 loss:0.009495 fps:1364 +frame:1.33e+06 wall_t:975 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:0.801 +2026-01-08 13:17:13 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1324.28 total_reward_ma:1003.26 loss:0.02909 fps:1363 +frame:1.34e+06 wall_t:983 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:0.8182 +2026-01-08 13:17:21 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1322.80 total_reward_ma:1010.90 loss:0.03607 fps:1362 +frame:1.35e+06 wall_t:991 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:0.796 +2026-01-08 13:17:29 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1275.31 total_reward_ma:1017.85 loss:0.02254 fps:1363 +frame:1.36e+06 wall_t:998 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:0.8528 +2026-01-08 13:17:35 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1245.17 total_reward_ma:1024.42 loss:0.004546 fps:1363 +frame:1.37e+06 wall_t:1005 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:0.8437 +2026-01-08 13:17:43 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1258.09 total_reward_ma:1030.84 loss:0.02216 fps:1364 +frame:1.38e+06 wall_t:1012 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:0.8173 +2026-01-08 13:17:51 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1252.82 total_reward_ma:1036.97 loss:0.05598 fps:1363 +frame:1.39e+06 wall_t:1020 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:0.8434 +2026-01-08 13:17:58 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1268.86 total_reward_ma:1043.13 loss:0.03971 fps:1363 +frame:1.40e+06 wall_t:1027 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:0.7553 +2026-01-08 13:18:05 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1290.48 total_reward_ma:1049.46 loss:0.02683 fps:1364 +frame:1.41e+06 wall_t:1034 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:0.7917 +2026-01-08 13:18:12 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1325.23 total_reward_ma:1055.93 loss:0.007252 fps:1364 +frame:1.42e+06 wall_t:1041 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:0.7927 +2026-01-08 13:18:20 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1336.67 total_reward_ma:1062.41 loss:0.01499 fps:1363 +frame:1.43e+06 wall_t:1049 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:0.7432 +2026-01-08 13:18:27 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1341.80 total_reward_ma:1068.84 loss:0.0198 fps:1364 +frame:1.44e+06 wall_t:1056 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:0.7578 +2026-01-08 13:18:35 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1370.70 total_reward_ma:1075.32 loss:0.01233 fps:1363 +frame:1.45e+06 wall_t:1064 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:0.7424 +2026-01-08 13:18:42 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1415.71 total_reward_ma:1082.16 loss:0.009822 fps:1363 +frame:1.46e+06 wall_t:1071 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:0.7452 +2026-01-08 13:18:49 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1412.58 total_reward_ma:1088.89 loss:0.02671 fps:1364 +frame:1.47e+06 wall_t:1078 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:0.7381 +2026-01-08 13:18:57 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1450.67 total_reward_ma:1095.98 loss:0.02258 fps:1363 +frame:1.48e+06 wall_t:1086 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:0.8112 +2026-01-08 13:19:03 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1535.00 total_reward_ma:1103.77 loss:0.03649 fps:1363 +frame:1.49e+06 wall_t:1093 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:0.8056 +2026-01-08 13:19:11 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1534.89 total_reward_ma:1111.49 loss:0.02101 fps:1364 +frame:1.50e+06 wall_t:1100 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:0.7912 +2026-01-08 13:19:18 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1569.95 total_reward_ma:1119.53 loss:0.0133 fps:1363 +frame:1.51e+06 wall_t:1108 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:0.7552 +2026-01-08 13:19:26 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1620.23 total_reward_ma:1127.94 loss:0.0202 fps:1363 +frame:1.52e+06 wall_t:1115 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:0.6919 +2026-01-08 13:19:34 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1614.65 total_reward_ma:1136.22 loss:0.01878 fps:1362 +frame:1.53e+06 wall_t:1123 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:0.7301 +2026-01-08 13:19:40 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1612.98 total_reward_ma:1144.44 loss:-0.002093 fps:1363 +frame:1.54e+06 wall_t:1130 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:0.7886 +2026-01-08 13:19:48 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1621.38 total_reward_ma:1152.64 loss:0.02414 fps:1363 +frame:1.55e+06 wall_t:1137 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:0.7857 +2026-01-08 13:19:54 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1618.85 total_reward_ma:1160.65 loss:0.01826 fps:1365 +frame:1.56e+06 wall_t:1143 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:0.6994 +2026-01-08 13:20:02 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1617.83 total_reward_ma:1168.67 loss:0.01969 fps:1364 +frame:1.57e+06 wall_t:1151 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:0.6968 +2026-01-08 13:20:08 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1617.39 total_reward_ma:1176.56 loss:0.0311 fps:1364 +frame:1.58e+06 wall_t:1158 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:0.7049 +2026-01-08 13:20:16 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1692.15 total_reward_ma:1185.17 loss:0.04805 fps:1365 +frame:1.59e+06 wall_t:1165 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:0.6935 +2026-01-08 13:20:23 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1680.58 total_reward_ma:1193.52 loss:0.02689 fps:1365 +frame:1.60e+06 wall_t:1172 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:0.6667 +2026-01-08 13:20:30 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1627.17 total_reward_ma:1201.22 loss:0.01142 fps:1366 +frame:1.61e+06 wall_t:1179 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:0.6904 +2026-01-08 13:20:38 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1563.77 total_reward_ma:1208.31 loss:0.03012 fps:1365 +frame:1.62e+06 wall_t:1187 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:0.6669 +2026-01-08 13:20:44 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1523.37 total_reward_ma:1214.11 loss:0.02568 fps:1366 +frame:1.63e+06 wall_t:1193 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:0.7117 +2026-01-08 13:20:51 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1519.17 total_reward_ma:1219.55 loss:0.04928 fps:1367 +frame:1.64e+06 wall_t:1200 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:0.7502 +2026-01-08 13:20:59 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1554.87 total_reward_ma:1225.31 loss:0.01486 fps:1366 +frame:1.65e+06 wall_t:1208 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:0.7219 +2026-01-08 13:21:06 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1577.41 total_reward_ma:1231.31 loss:0.02048 fps:1366 +frame:1.66e+06 wall_t:1215 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:0.6544 +2026-01-08 13:21:13 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1577.30 total_reward_ma:1237.05 loss:0.03107 fps:1365 +frame:1.67e+06 wall_t:1223 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:0.7312 +2026-01-08 13:21:20 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1608.79 total_reward_ma:1242.90 loss:0.001555 fps:1367 +frame:1.68e+06 wall_t:1229 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:0.6465 +2026-01-08 13:21:27 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1676.70 total_reward_ma:1249.35 loss:0.02984 fps:1367 +frame:1.69e+06 wall_t:1236 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:0.6875 +2026-01-08 13:21:34 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1712.29 total_reward_ma:1256.08 loss:0.03115 fps:1367 +frame:1.70e+06 wall_t:1244 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:0.6933 +2026-01-08 13:21:41 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1718.93 total_reward_ma:1262.93 loss:0.01843 fps:1368 +frame:1.71e+06 wall_t:1250 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:0.6925 +2026-01-08 13:21:47 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1669.69 total_reward_ma:1269.00 loss:0.03461 fps:1368 +frame:1.72e+06 wall_t:1257 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:0.752 +2026-01-08 13:21:54 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1656.94 total_reward_ma:1275.57 loss:0.06283 fps:1370 +frame:1.73e+06 wall_t:1263 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:0.7807 +2026-01-08 13:22:02 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1609.80 total_reward_ma:1281.74 loss:0.05126 fps:1369 +frame:1.74e+06 wall_t:1271 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:0.7525 +2026-01-08 13:22:09 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1620.10 total_reward_ma:1288.08 loss:0.04171 fps:1369 +frame:1.75e+06 wall_t:1278 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:0.7742 +2026-01-08 13:22:16 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1641.38 total_reward_ma:1294.28 loss:0.02373 fps:1369 +frame:1.76e+06 wall_t:1286 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:0.801 +2026-01-08 13:22:23 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1677.57 total_reward_ma:1300.89 loss:0.03947 fps:1369 +frame:1.77e+06 wall_t:1293 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:0.7205 +2026-01-08 13:22:31 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1707.58 total_reward_ma:1307.73 loss:0.02655 fps:1369 +frame:1.78e+06 wall_t:1300 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:0.6969 +2026-01-08 13:22:38 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1717.35 total_reward_ma:1314.66 loss:0.02913 fps:1370 +frame:1.79e+06 wall_t:1307 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:0.6961 +2026-01-08 13:22:44 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1728.86 total_reward_ma:1321.53 loss:0.05993 fps:1370 +frame:1.80e+06 wall_t:1314 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:0.6604 +2026-01-08 13:22:52 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1710.80 total_reward_ma:1327.95 loss:0.02949 fps:1370 +frame:1.81e+06 wall_t:1321 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:0.6928 +2026-01-08 13:23:00 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1715.64 total_reward_ma:1334.37 loss:0.02739 fps:1369 +frame:1.82e+06 wall_t:1329 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:0.7232 +2026-01-08 13:23:07 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1629.33 total_reward_ma:1340.01 loss:0.0267 fps:1370 +frame:1.83e+06 wall_t:1336 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:0.7079 +2026-01-08 13:23:14 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1588.90 total_reward_ma:1345.26 loss:0.01925 fps:1370 +frame:1.84e+06 wall_t:1343 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:0.6783 +2026-01-08 13:23:21 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1570.93 total_reward_ma:1350.25 loss:0.027 fps:1370 +frame:1.85e+06 wall_t:1350 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:0.678 +2026-01-08 13:23:28 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1561.77 total_reward_ma:1355.30 loss:0.02839 fps:1370 +frame:1.86e+06 wall_t:1358 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:0.7069 +2026-01-08 13:23:35 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1602.49 total_reward_ma:1360.99 loss:0.01274 fps:1371 +frame:1.87e+06 wall_t:1364 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:0.6655 +2026-01-08 13:23:41 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1564.78 total_reward_ma:1366.03 loss:0.04296 fps:1372 +frame:1.88e+06 wall_t:1370 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:0.6725 +2026-01-08 13:23:48 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1639.08 total_reward_ma:1371.89 loss:0.02689 fps:1373 +frame:1.89e+06 wall_t:1377 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:0.7071 +2026-01-08 13:23:55 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1629.10 total_reward_ma:1377.83 loss:0.01822 fps:1372 +frame:1.90e+06 wall_t:1385 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:0.6859 +2026-01-08 13:24:04 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1669.86 total_reward_ma:1384.12 loss:0.02415 fps:1371 +frame:1.91e+06 wall_t:1393 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:0.6895 +2026-01-08 13:24:11 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1658.75 total_reward_ma:1390.49 loss:0.02349 fps:1371 +frame:1.92e+06 wall_t:1400 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:0.6418 +2026-01-08 13:24:18 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1644.24 total_reward_ma:1396.92 loss:0.05679 fps:1372 +frame:1.93e+06 wall_t:1407 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:0.6138 +2026-01-08 13:24:25 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1668.16 total_reward_ma:1403.65 loss:0.0325 fps:1372 +frame:1.94e+06 wall_t:1414 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:0.6919 +2026-01-08 13:24:31 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1670.63 total_reward_ma:1410.35 loss:0.02923 fps:1372 +frame:1.95e+06 wall_t:1421 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:0.6614 +2026-01-08 13:24:39 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1680.92 total_reward_ma:1417.17 loss:0.02787 fps:1373 +frame:1.96e+06 wall_t:1428 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:0.7151 +2026-01-08 13:24:45 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1674.89 total_reward_ma:1424.03 loss:0.02596 fps:1374 +frame:1.97e+06 wall_t:1434 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:0.678 +2026-01-08 13:24:52 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1694.94 total_reward_ma:1431.30 loss:0.03708 fps:1373 +frame:1.98e+06 wall_t:1442 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:0.6723 +2026-01-08 13:24:59 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1669.23 total_reward_ma:1438.09 loss:0.02814 fps:1374 +frame:1.99e+06 wall_t:1448 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:0.6477 +2026-01-08 13:25:06 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1683.27 total_reward_ma:1444.85 loss:0.04834 fps:1375 +frame:2.00e+06 wall_t:1455 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:0.6331 +2026-01-08 13:25:14 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1723.71 total_reward_ma:1451.84 loss:0.0127 fps:1374 +frame:2.01e+06 wall_t:1463 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:0.7084 +2026-01-08 13:25:22 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1737.46 total_reward_ma:1458.70 loss:0.03894 fps:1373 +frame:2.02e+06 wall_t:1471 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:0.645 +2026-01-08 13:25:28 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1732.56 total_reward_ma:1465.54 loss:0.02747 fps:1373 +frame:2.03e+06 wall_t:1478 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:0.6569 +2026-01-08 13:25:35 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1702.04 total_reward_ma:1472.01 loss:0.03299 fps:1374 +frame:2.04e+06 wall_t:1485 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:0.6778 +2026-01-08 13:25:42 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1714.12 total_reward_ma:1478.61 loss:0.03879 fps:1374 +frame:2.05e+06 wall_t:1492 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:0.6103 +2026-01-08 13:25:50 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1676.30 total_reward_ma:1484.60 loss:0.02672 fps:1374 +frame:2.06e+06 wall_t:1499 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:0.6523 +2026-01-08 13:25:57 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1690.37 total_reward_ma:1490.57 loss:0.01098 fps:1375 +frame:2.07e+06 wall_t:1506 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:0.6791 +2026-01-08 13:26:04 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1690.77 total_reward_ma:1496.46 loss:0.02496 fps:1375 +frame:2.08e+06 wall_t:1513 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:0.7096 +2026-01-08 13:26:10 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1679.11 total_reward_ma:1501.96 loss:0.01747 fps:1376 +frame:2.09e+06 wall_t:1519 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:0.7301 +2026-01-08 13:26:17 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1707.04 total_reward_ma:1507.71 loss:0.012 fps:1376 +frame:2.10e+06 wall_t:1526 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:0.7034 +2026-01-08 13:26:24 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1687.09 total_reward_ma:1513.06 loss:0.01756 fps:1376 +frame:2.11e+06 wall_t:1533 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:0.7005 +2026-01-08 13:26:31 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1762.56 total_reward_ma:1519.24 loss:0.04616 fps:1377 +frame:2.12e+06 wall_t:1540 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:0.6938 +2026-01-08 13:26:40 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1815.39 total_reward_ma:1526.01 loss:0.02342 fps:1375 +frame:2.13e+06 wall_t:1549 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:0.7089 +2026-01-08 13:26:46 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1807.94 total_reward_ma:1532.46 loss:0.02567 fps:1376 +frame:2.14e+06 wall_t:1555 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:0.683 +2026-01-08 13:26:52 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1809.64 total_reward_ma:1538.43 loss:3.108e-05 fps:1376 +frame:2.15e+06 wall_t:1562 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:0.6881 +2026-01-08 13:26:59 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1831.89 total_reward_ma:1544.54 loss:0.03738 fps:1377 +frame:2.16e+06 wall_t:1569 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:0.7263 +2026-01-08 13:27:06 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1882.80 total_reward_ma:1551.16 loss:0.004054 fps:1377 +frame:2.17e+06 wall_t:1576 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:0.717 +2026-01-08 13:27:14 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1849.61 total_reward_ma:1557.51 loss:0.043 fps:1377 +frame:2.18e+06 wall_t:1583 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:0.7393 +2026-01-08 13:27:21 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1871.63 total_reward_ma:1563.79 loss:0.02519 fps:1377 +frame:2.19e+06 wall_t:1590 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:0.7149 +2026-01-08 13:27:28 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1836.99 total_reward_ma:1569.68 loss:0.01399 fps:1378 +frame:2.20e+06 wall_t:1597 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:0.6674 +2026-01-08 13:27:36 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1817.87 total_reward_ma:1575.25 loss:0.02803 fps:1377 +frame:2.21e+06 wall_t:1605 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:0.6719 +2026-01-08 13:27:42 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1838.23 total_reward_ma:1580.84 loss:0.02666 fps:1378 +frame:2.22e+06 wall_t:1611 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:0.675 +2026-01-08 13:27:49 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1850.21 total_reward_ma:1586.63 loss:0.01385 fps:1378 +frame:2.23e+06 wall_t:1618 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:0.6795 +2026-01-08 13:27:56 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1846.73 total_reward_ma:1592.50 loss:0.02904 fps:1378 +frame:2.24e+06 wall_t:1625 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:0.7373 +2026-01-08 13:28:04 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1882.52 total_reward_ma:1598.26 loss:0.06294 fps:1377 +frame:2.25e+06 wall_t:1634 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:0.6494 +2026-01-08 13:28:13 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1886.99 total_reward_ma:1604.23 loss:0.00394 fps:1376 +frame:2.26e+06 wall_t:1642 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:0.7166 +2026-01-08 13:28:19 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1877.10 total_reward_ma:1610.38 loss:0.03559 fps:1377 +frame:2.27e+06 wall_t:1649 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:0.7248 +2026-01-08 13:28:27 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1780.65 total_reward_ma:1615.22 loss:0.02459 fps:1377 +frame:2.28e+06 wall_t:1656 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:0.7149 +2026-01-08 13:28:34 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1728.07 total_reward_ma:1619.39 loss:0.02001 fps:1377 +frame:2.29e+06 wall_t:1663 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:0.7045 +2026-01-08 13:28:42 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1755.59 total_reward_ma:1623.61 loss:0.01293 fps:1376 +frame:2.30e+06 wall_t:1671 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:0.6688 +2026-01-08 13:28:49 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1739.33 total_reward_ma:1627.56 loss:0.03905 fps:1376 +frame:2.31e+06 wall_t:1679 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:0.7147 +2026-01-08 13:28:56 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1739.44 total_reward_ma:1631.71 loss:0.03181 fps:1377 +frame:2.32e+06 wall_t:1685 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:0.6776 +2026-01-08 13:29:03 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1723.75 total_reward_ma:1635.19 loss:0.02995 fps:1376 +frame:2.33e+06 wall_t:1693 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:0.6619 +2026-01-08 13:29:10 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1700.36 total_reward_ma:1638.95 loss:0.0337 fps:1377 +frame:2.34e+06 wall_t:1699 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:0.7003 +2026-01-08 13:29:17 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1694.69 total_reward_ma:1642.67 loss:0.0324 fps:1377 +frame:2.35e+06 wall_t:1706 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:0.7011 +2026-01-08 13:29:24 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1664.05 total_reward_ma:1646.56 loss:0.002383 fps:1378 +frame:2.36e+06 wall_t:1713 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:0.6658 +2026-01-08 13:29:31 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1639.67 total_reward_ma:1650.51 loss:0.02027 fps:1378 +frame:2.37e+06 wall_t:1720 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:0.6605 +2026-01-08 13:29:39 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1601.24 total_reward_ma:1653.94 loss:0.01504 fps:1377 +frame:2.38e+06 wall_t:1728 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:0.6346 +2026-01-08 13:29:45 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1608.99 total_reward_ma:1657.50 loss:0.009777 fps:1378 +frame:2.39e+06 wall_t:1734 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:0.6541 +2026-01-08 13:29:52 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1604.44 total_reward_ma:1660.85 loss:0.01003 fps:1379 +frame:2.40e+06 wall_t:1741 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:0.6764 +2026-01-08 13:29:59 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1599.81 total_reward_ma:1663.95 loss:0.01073 fps:1378 +frame:2.41e+06 wall_t:1749 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:0.6127 +2026-01-08 13:30:06 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1621.87 total_reward_ma:1666.91 loss:0.02641 fps:1378 +frame:2.42e+06 wall_t:1756 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:0.6027 +2026-01-08 13:30:14 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1629.09 total_reward_ma:1669.84 loss:0.03663 fps:1378 +frame:2.43e+06 wall_t:1763 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:0.6534 +2026-01-08 13:30:21 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1644.63 total_reward_ma:1672.87 loss:0.04944 fps:1379 +frame:2.44e+06 wall_t:1770 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:0.6585 +2026-01-08 13:30:29 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1632.24 total_reward_ma:1675.48 loss:0.02514 fps:1378 +frame:2.45e+06 wall_t:1778 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:0.6875 +2026-01-08 13:30:38 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1571.01 total_reward_ma:1677.03 loss:0.02092 fps:1377 +frame:2.46e+06 wall_t:1787 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:0.6522 +2026-01-08 13:30:46 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1588.23 total_reward_ma:1678.79 loss:0.024 fps:1376 +frame:2.47e+06 wall_t:1795 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:0.6401 +2026-01-08 13:30:53 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1596.84 total_reward_ma:1680.25 loss:0.03011 fps:1375 +frame:2.48e+06 wall_t:1803 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:0.6383 +2026-01-08 13:31:00 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1636.08 total_reward_ma:1681.26 loss:0.01395 fps:1376 +frame:2.49e+06 wall_t:1810 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:0.5788 +2026-01-08 13:31:09 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1660.14 total_reward_ma:1682.52 loss:0.02565 fps:1375 +frame:2.50e+06 wall_t:1818 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:0.5903 +2026-01-08 13:31:16 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1686.17 total_reward_ma:1683.68 loss:0.03506 fps:1375 +frame:2.51e+06 wall_t:1825 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:0.589 +2026-01-08 13:31:25 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1684.35 total_reward_ma:1684.32 loss:0.03872 fps:1374 +frame:2.52e+06 wall_t:1834 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:0.5404 +2026-01-08 13:31:33 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1647.09 total_reward_ma:1684.64 loss:0.04302 fps:1374 +frame:2.53e+06 wall_t:1842 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:0.6001 +2026-01-08 13:31:40 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1599.97 total_reward_ma:1684.51 loss:0.04008 fps:1374 +frame:2.54e+06 wall_t:1849 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:0.5812 +2026-01-08 13:31:47 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1615.82 total_reward_ma:1684.46 loss:0.01681 fps:1374 +frame:2.55e+06 wall_t:1856 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:0.5611 +2026-01-08 13:31:54 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1634.28 total_reward_ma:1684.61 loss:-0.001197 fps:1374 +frame:2.56e+06 wall_t:1863 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:0.6705 +2026-01-08 13:32:00 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1650.37 total_reward_ma:1684.94 loss:0.01033 fps:1375 +frame:2.57e+06 wall_t:1869 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:0.635 +2026-01-08 13:32:07 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1631.99 total_reward_ma:1685.08 loss:0.006022 fps:1375 +frame:2.58e+06 wall_t:1876 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:0.6853 +2026-01-08 13:32:15 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1657.90 total_reward_ma:1684.74 loss:0.0108 fps:1375 +frame:2.59e+06 wall_t:1884 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:0.6422 +2026-01-08 13:32:23 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1678.62 total_reward_ma:1684.72 loss:0.04276 fps:1374 +frame:2.60e+06 wall_t:1892 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:0.6518 +2026-01-08 13:32:30 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1723.12 total_reward_ma:1685.68 loss:0.04127 fps:1374 +frame:2.61e+06 wall_t:1899 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:0.5511 +2026-01-08 13:32:37 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1706.95 total_reward_ma:1687.11 loss:0.02137 fps:1375 +frame:2.62e+06 wall_t:1906 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:0.6483 +2026-01-08 13:32:44 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1726.24 total_reward_ma:1689.14 loss:0.02704 fps:1375 +frame:2.63e+06 wall_t:1913 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:0.6354 +2026-01-08 13:32:51 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1717.64 total_reward_ma:1691.13 loss:0.01979 fps:1375 +frame:2.64e+06 wall_t:1920 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:0.5798 +2026-01-08 13:32:58 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1700.39 total_reward_ma:1692.58 loss:0.03834 fps:1375 +frame:2.65e+06 wall_t:1927 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:0.632 +2026-01-08 13:33:06 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1764.53 total_reward_ma:1694.45 loss:0.05192 fps:1375 +frame:2.66e+06 wall_t:1935 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:0.6057 +2026-01-08 13:33:14 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1764.92 total_reward_ma:1696.33 loss:0.02576 fps:1374 +frame:2.67e+06 wall_t:1943 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:0.5562 +2026-01-08 13:33:22 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1793.45 total_reward_ma:1698.18 loss:0.06866 fps:1374 +frame:2.68e+06 wall_t:1951 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:0.6339 +2026-01-08 13:33:29 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1782.96 total_reward_ma:1699.24 loss:0.03232 fps:1374 +frame:2.69e+06 wall_t:1958 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:0.5776 +2026-01-08 13:33:36 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1843.97 total_reward_ma:1700.56 loss:0.003432 fps:1374 +frame:2.70e+06 wall_t:1965 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:0.625 +2026-01-08 13:33:43 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1899.73 total_reward_ma:1702.36 loss:0.02 fps:1374 +frame:2.71e+06 wall_t:1972 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:0.5888 +2026-01-08 13:33:50 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1920.75 total_reward_ma:1704.87 loss:0.06706 fps:1374 +frame:2.72e+06 wall_t:1979 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:0.6367 +2026-01-08 13:33:57 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1930.85 total_reward_ma:1707.61 loss:0.04075 fps:1375 +frame:2.73e+06 wall_t:1986 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:0.6492 +2026-01-08 13:34:04 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1976.92 total_reward_ma:1711.28 loss:0.03528 fps:1375 +frame:2.74e+06 wall_t:1993 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:0.5817 +2026-01-08 13:34:11 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1949.20 total_reward_ma:1714.57 loss:0.04457 fps:1375 +frame:2.75e+06 wall_t:2000 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:0.6166 +2026-01-08 13:34:18 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1944.69 total_reward_ma:1717.61 loss:0.03543 fps:1375 +frame:2.76e+06 wall_t:2007 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:0.5624 +2026-01-08 13:34:25 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1941.84 total_reward_ma:1720.25 loss:0.02521 fps:1375 +frame:2.77e+06 wall_t:2014 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:0.6052 +2026-01-08 13:34:32 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1957.69 total_reward_ma:1722.75 loss:0.03183 fps:1376 +frame:2.78e+06 wall_t:2021 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:0.5683 +2026-01-08 13:34:39 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1976.80 total_reward_ma:1725.35 loss:0.02959 fps:1376 +frame:2.79e+06 wall_t:2028 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:0.6426 +2026-01-08 13:34:47 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1987.63 total_reward_ma:1727.93 loss:0.01573 fps:1375 +frame:2.80e+06 wall_t:2036 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:0.6279 +2026-01-08 13:34:54 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:1990.58 total_reward_ma:1730.73 loss:0.04385 fps:1375 +frame:2.81e+06 wall_t:2044 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:0.6922 +2026-01-08 13:35:01 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2040.56 total_reward_ma:1733.98 loss:0.03216 fps:1376 +frame:2.82e+06 wall_t:2050 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:0.6764 +2026-01-08 13:35:09 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2023.03 total_reward_ma:1737.92 loss:0.005327 fps:1375 +frame:2.83e+06 wall_t:2058 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:0.6531 +2026-01-08 13:35:17 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2030.40 total_reward_ma:1742.33 loss:-0.0003632 fps:1375 +frame:2.84e+06 wall_t:2066 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:0.6078 +2026-01-08 13:35:24 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2026.51 total_reward_ma:1746.89 loss:0.03585 fps:1375 +frame:2.85e+06 wall_t:2073 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:0.6144 +2026-01-08 13:35:31 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2026.01 total_reward_ma:1751.53 loss:0.06408 fps:1375 +frame:2.86e+06 wall_t:2080 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:0.6102 +2026-01-08 13:35:39 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2039.03 total_reward_ma:1755.90 loss:0.01171 fps:1375 +frame:2.87e+06 wall_t:2088 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:0.6354 +2026-01-08 13:35:47 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2064.59 total_reward_ma:1760.90 loss:0.03745 fps:1374 +frame:2.88e+06 wall_t:2096 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:0.5695 +2026-01-08 13:35:54 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2054.07 total_reward_ma:1765.04 loss:0.06335 fps:1374 +frame:2.89e+06 wall_t:2104 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:0.6281 +2026-01-08 13:36:01 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2023.78 total_reward_ma:1768.99 loss:0.03203 fps:1374 +frame:2.90e+06 wall_t:2111 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:0.6074 +2026-01-08 13:36:08 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2054.44 total_reward_ma:1772.84 loss:0.05495 fps:1375 +frame:2.91e+06 wall_t:2117 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:0.6276 +2026-01-08 13:36:16 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2055.00 total_reward_ma:1776.80 loss:0.02306 fps:1374 +frame:2.92e+06 wall_t:2125 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:0.6348 +2026-01-08 13:36:23 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2081.88 total_reward_ma:1781.18 loss:0.01392 fps:1374 +frame:2.93e+06 wall_t:2132 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:0.619 +2026-01-08 13:36:30 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2096.88 total_reward_ma:1785.46 loss:0.04205 fps:1374 +frame:2.94e+06 wall_t:2139 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:0.5932 +2026-01-08 13:36:37 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2112.52 total_reward_ma:1789.88 loss:0.03542 fps:1374 +frame:2.95e+06 wall_t:2147 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:0.6517 +2026-01-08 13:36:45 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2128.19 total_reward_ma:1794.35 loss:0.02 fps:1374 +frame:2.96e+06 wall_t:2154 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:0.5852 +2026-01-08 13:36:53 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2131.30 total_reward_ma:1798.92 loss:0.0553 fps:1374 +frame:2.97e+06 wall_t:2162 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:0.6868 +2026-01-08 13:37:00 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2112.79 total_reward_ma:1803.10 loss:0.03431 fps:1373 +frame:2.98e+06 wall_t:2170 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:0.6015 +2026-01-08 13:37:07 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2142.83 total_reward_ma:1807.83 loss:0.06538 fps:1374 +frame:2.99e+06 wall_t:2176 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:0.6535 +2026-01-08 13:37:13 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2105.53 total_reward_ma:1812.06 loss:0.01528 fps:1375 +frame:3.00e+06 wall_t:2182 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:0.6021 +2026-01-08 13:37:20 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2107.17 total_reward_ma:1815.89 loss:0.01782 fps:1375 +frame:3.01e+06 wall_t:2189 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:0.6188 +2026-01-08 13:37:28 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2130.79 total_reward_ma:1819.82 loss:0.02511 fps:1375 +frame:3.02e+06 wall_t:2197 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:0.5585 +2026-01-08 13:37:36 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2140.94 total_reward_ma:1823.91 loss:0.06293 fps:1374 +frame:3.03e+06 wall_t:2205 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:0.5877 +2026-01-08 13:37:43 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2149.87 total_reward_ma:1828.39 loss:0.02431 fps:1374 +frame:3.04e+06 wall_t:2212 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:0.5788 +2026-01-08 13:37:49 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2160.77 total_reward_ma:1832.85 loss:0.01778 fps:1374 +frame:3.05e+06 wall_t:2219 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:0.6005 +2026-01-08 13:37:57 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2163.18 total_reward_ma:1837.72 loss:0.01445 fps:1375 +frame:3.06e+06 wall_t:2226 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:0.6271 +2026-01-08 13:38:05 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2178.18 total_reward_ma:1842.60 loss:0.003895 fps:1374 +frame:3.07e+06 wall_t:2234 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:0.6421 +2026-01-08 13:38:11 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2206.11 total_reward_ma:1847.75 loss:0.005231 fps:1375 +frame:3.08e+06 wall_t:2240 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:0.586 +2026-01-08 13:38:19 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2238.75 total_reward_ma:1853.35 loss:0.02379 fps:1375 +frame:3.09e+06 wall_t:2248 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:0.623 +2026-01-08 13:38:27 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2213.62 total_reward_ma:1858.42 loss:0.00616 fps:1374 +frame:3.10e+06 wall_t:2256 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:0.5447 +2026-01-08 13:38:34 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2193.97 total_reward_ma:1863.48 loss:0.02698 fps:1374 +frame:3.11e+06 wall_t:2263 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:0.6109 +2026-01-08 13:38:41 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2221.20 total_reward_ma:1868.07 loss:0.03423 fps:1374 +frame:3.12e+06 wall_t:2270 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:0.5806 +2026-01-08 13:38:48 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2219.52 total_reward_ma:1872.11 loss:0.0379 fps:1375 +frame:3.13e+06 wall_t:2277 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:0.6549 +2026-01-08 13:38:56 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2253.35 total_reward_ma:1876.57 loss:0.02959 fps:1374 +frame:3.14e+06 wall_t:2285 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:0.5824 +2026-01-08 13:39:02 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2268.69 total_reward_ma:1881.16 loss:0.05241 fps:1374 +frame:3.15e+06 wall_t:2292 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:0.6313 +2026-01-08 13:39:09 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2297.43 total_reward_ma:1885.81 loss:0.0354 fps:1375 +frame:3.16e+06 wall_t:2298 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:0.6023 +2026-01-08 13:39:16 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2316.64 total_reward_ma:1890.15 loss:0.03023 fps:1375 +frame:3.17e+06 wall_t:2306 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:0.5331 +2026-01-08 13:39:24 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2296.47 total_reward_ma:1894.62 loss:0.02996 fps:1375 +frame:3.18e+06 wall_t:2313 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:0.582 +2026-01-08 13:39:31 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2293.84 total_reward_ma:1898.84 loss:0.00456 fps:1374 +frame:3.19e+06 wall_t:2321 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:0.599 +2026-01-08 13:39:39 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2291.53 total_reward_ma:1903.39 loss:0.04724 fps:1375 +frame:3.20e+06 wall_t:2328 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:0.5848 +2026-01-08 13:39:47 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2293.32 total_reward_ma:1908.14 loss:0.0222 fps:1374 +frame:3.21e+06 wall_t:2336 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:0.5159 +2026-01-08 13:39:54 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2273.55 total_reward_ma:1912.49 loss:0.05168 fps:1374 +frame:3.22e+06 wall_t:2343 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:0.5848 +2026-01-08 13:40:01 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2292.51 total_reward_ma:1916.92 loss:0.03374 fps:1374 +frame:3.23e+06 wall_t:2350 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:0.6215 +2026-01-08 13:40:09 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2275.15 total_reward_ma:1921.20 loss:0.0242 fps:1373 +frame:3.24e+06 wall_t:2359 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:0.5406 +2026-01-08 13:40:16 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2187.52 total_reward_ma:1924.25 loss:0.07548 fps:1374 +frame:3.25e+06 wall_t:2365 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:0.6208 +2026-01-08 13:40:24 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2202.02 total_reward_ma:1927.40 loss:0.03967 fps:1374 +frame:3.26e+06 wall_t:2373 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:0.5984 +2026-01-08 13:40:31 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2203.16 total_reward_ma:1930.66 loss:0.05593 fps:1374 +frame:3.27e+06 wall_t:2380 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:0.6434 +2026-01-08 13:40:38 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2155.73 total_reward_ma:1934.41 loss:0.0182 fps:1374 +frame:3.28e+06 wall_t:2387 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:0.5577 +2026-01-08 13:40:45 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2209.45 total_reward_ma:1939.23 loss:0.002943 fps:1374 +frame:3.29e+06 wall_t:2394 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:0.5652 +2026-01-08 13:40:52 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2233.34 total_reward_ma:1944.00 loss:0.03818 fps:1374 +frame:3.30e+06 wall_t:2401 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:0.5599 +2026-01-08 13:41:00 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2204.98 total_reward_ma:1948.66 loss:0.03341 fps:1374 +frame:3.31e+06 wall_t:2409 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:0.6312 +2026-01-08 13:41:07 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2223.13 total_reward_ma:1953.50 loss:0.02804 fps:1374 +frame:3.32e+06 wall_t:2416 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:0.6027 +2026-01-08 13:41:13 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2168.47 total_reward_ma:1957.94 loss:0.03918 fps:1375 +frame:3.33e+06 wall_t:2422 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:0.5986 +2026-01-08 13:41:20 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2156.41 total_reward_ma:1962.51 loss:0.03263 fps:1375 +frame:3.34e+06 wall_t:2429 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:0.5293 +2026-01-08 13:41:28 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2155.14 total_reward_ma:1967.11 loss:0.06346 fps:1375 +frame:3.35e+06 wall_t:2437 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:0.5307 +2026-01-08 13:41:35 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2156.33 total_reward_ma:1972.03 loss:0.01066 fps:1375 +frame:3.36e+06 wall_t:2444 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:0.5463 +2026-01-08 13:41:42 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2178.27 total_reward_ma:1977.42 loss:0.041 fps:1375 +frame:3.37e+06 wall_t:2451 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:0.5887 +2026-01-08 13:41:49 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2208.51 total_reward_ma:1983.49 loss:0.02479 fps:1375 +frame:3.38e+06 wall_t:2458 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:0.5889 +2026-01-08 13:41:56 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2275.20 total_reward_ma:1990.15 loss:0.06395 fps:1375 +frame:3.39e+06 wall_t:2465 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:0.5334 +2026-01-08 13:42:03 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2303.27 total_reward_ma:1997.14 loss:0.02098 fps:1375 +frame:3.40e+06 wall_t:2473 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:0.5969 +2026-01-08 13:42:10 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2328.63 total_reward_ma:2004.43 loss:0.02809 fps:1376 +frame:3.41e+06 wall_t:2479 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:0.6306 +2026-01-08 13:42:17 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2332.95 total_reward_ma:2011.54 loss:0.06269 fps:1376 +frame:3.42e+06 wall_t:2486 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:0.6221 +2026-01-08 13:42:24 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2343.10 total_reward_ma:2018.68 loss:0.04674 fps:1376 +frame:3.43e+06 wall_t:2493 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:0.5397 +2026-01-08 13:42:31 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2356.87 total_reward_ma:2025.80 loss:0.03006 fps:1375 +frame:3.44e+06 wall_t:2501 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:0.5926 +2026-01-08 13:42:38 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2404.52 total_reward_ma:2033.53 loss:0.03092 fps:1376 +frame:3.45e+06 wall_t:2508 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:0.5466 +2026-01-08 13:42:45 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2425.92 total_reward_ma:2042.07 loss:0.03494 fps:1376 +frame:3.46e+06 wall_t:2514 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:0.5449 +2026-01-08 13:42:53 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2440.39 total_reward_ma:2050.60 loss:0.0199 fps:1376 +frame:3.47e+06 wall_t:2522 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:0.547 +2026-01-08 13:43:00 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2436.52 total_reward_ma:2058.99 loss:0.01696 fps:1376 +frame:3.48e+06 wall_t:2529 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:0.5863 +2026-01-08 13:43:07 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2457.39 total_reward_ma:2067.21 loss:0.03688 fps:1376 +frame:3.49e+06 wall_t:2537 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:0.6091 +2026-01-08 13:43:14 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2494.18 total_reward_ma:2075.55 loss:0.0145 fps:1376 +frame:3.50e+06 wall_t:2544 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:0.5345 +2026-01-08 13:43:22 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2529.55 total_reward_ma:2083.98 loss:0.04973 fps:1376 +frame:3.51e+06 wall_t:2551 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:0.5171 +2026-01-08 13:43:29 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2522.28 total_reward_ma:2092.36 loss:0.03398 fps:1376 +frame:3.52e+06 wall_t:2558 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:0.6102 +2026-01-08 13:43:36 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2535.01 total_reward_ma:2101.24 loss:-0.005266 fps:1376 +frame:3.53e+06 wall_t:2565 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:0.6087 +2026-01-08 13:43:43 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2562.90 total_reward_ma:2110.87 loss:0.02043 fps:1376 +frame:3.54e+06 wall_t:2572 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:0.6079 +2026-01-08 13:43:50 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2623.31 total_reward_ma:2120.94 loss:0.05693 fps:1377 +frame:3.55e+06 wall_t:2579 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:0.5515 +2026-01-08 13:43:57 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2641.50 total_reward_ma:2131.02 loss:0.0175 fps:1377 +frame:3.56e+06 wall_t:2586 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:0.5111 +2026-01-08 13:44:03 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2669.91 total_reward_ma:2141.21 loss:0.02764 fps:1377 +frame:3.57e+06 wall_t:2593 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:0.5081 +2026-01-08 13:44:11 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2663.29 total_reward_ma:2151.52 loss:-0.005545 fps:1377 +frame:3.58e+06 wall_t:2600 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:0.5889 +2026-01-08 13:44:18 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2682.32 total_reward_ma:2161.77 loss:0.05592 fps:1377 +frame:3.59e+06 wall_t:2607 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:0.5505 +2026-01-08 13:44:24 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2687.99 total_reward_ma:2171.86 loss:0.01389 fps:1378 +frame:3.60e+06 wall_t:2613 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:0.5604 +2026-01-08 13:44:31 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2744.35 total_reward_ma:2182.07 loss:0.003175 fps:1378 +frame:3.61e+06 wall_t:2620 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:0.6195 +2026-01-08 13:44:38 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2766.31 total_reward_ma:2192.67 loss:0.04737 fps:1378 +frame:3.62e+06 wall_t:2627 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:0.4975 +2026-01-08 13:44:46 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2764.22 total_reward_ma:2203.05 loss:0.01066 fps:1377 +frame:3.63e+06 wall_t:2636 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:0.6128 +2026-01-08 13:44:54 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2806.29 total_reward_ma:2213.93 loss:0.02943 fps:1377 +frame:3.64e+06 wall_t:2643 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:0.5229 +2026-01-08 13:45:01 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2799.03 total_reward_ma:2224.92 loss:0.05561 fps:1377 +frame:3.65e+06 wall_t:2650 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:0.5927 +2026-01-08 13:45:07 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2834.20 total_reward_ma:2235.62 loss:0.0447 fps:1378 +frame:3.66e+06 wall_t:2656 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:0.5858 +2026-01-08 13:45:14 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2830.55 total_reward_ma:2246.27 loss:0.06278 fps:1378 +frame:3.67e+06 wall_t:2663 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:0.6067 +2026-01-08 13:45:22 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2802.83 total_reward_ma:2256.37 loss:0.05307 fps:1378 +frame:3.68e+06 wall_t:2671 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:0.6024 +2026-01-08 13:45:28 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2833.55 total_reward_ma:2266.87 loss:0.01105 fps:1378 +frame:3.69e+06 wall_t:2678 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:0.6131 +2026-01-08 13:45:36 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2823.96 total_reward_ma:2276.67 loss:0.02435 fps:1378 +frame:3.70e+06 wall_t:2685 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:0.5787 +2026-01-08 13:45:43 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2814.84 total_reward_ma:2285.82 loss:0.05191 fps:1378 +frame:3.71e+06 wall_t:2692 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:0.6042 +2026-01-08 13:45:51 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2867.50 total_reward_ma:2295.29 loss:0.02964 fps:1378 +frame:3.72e+06 wall_t:2700 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:0.5971 +2026-01-08 13:45:58 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2807.19 total_reward_ma:2304.06 loss:0.03411 fps:1378 +frame:3.73e+06 wall_t:2707 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:0.635 +2026-01-08 13:46:05 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2844.47 total_reward_ma:2312.73 loss:0.03352 fps:1378 +frame:3.74e+06 wall_t:2714 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:0.6038 +2026-01-08 13:46:13 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2821.69 total_reward_ma:2321.46 loss:0.02033 fps:1378 +frame:3.75e+06 wall_t:2722 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:0.6519 +2026-01-08 13:46:19 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2815.86 total_reward_ma:2330.17 loss:0.04203 fps:1378 +frame:3.76e+06 wall_t:2728 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:0.6143 +2026-01-08 13:46:26 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2767.86 total_reward_ma:2338.43 loss:0.02035 fps:1378 +frame:3.77e+06 wall_t:2735 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:0.5735 +2026-01-08 13:46:34 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2742.53 total_reward_ma:2346.28 loss:0.01361 fps:1378 +frame:3.78e+06 wall_t:2743 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:0.6451 +2026-01-08 13:46:41 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2690.42 total_reward_ma:2353.41 loss:0.002407 fps:1378 +frame:3.79e+06 wall_t:2750 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:0.6127 +2026-01-08 13:46:48 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2682.97 total_reward_ma:2360.37 loss:0.01666 fps:1378 +frame:3.80e+06 wall_t:2757 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:0.631 +2026-01-08 13:46:55 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2645.27 total_reward_ma:2366.91 loss:0.01865 fps:1378 +frame:3.81e+06 wall_t:2764 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:0.5784 +2026-01-08 13:47:02 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2611.81 total_reward_ma:2372.62 loss:0.02155 fps:1379 +frame:3.82e+06 wall_t:2771 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:0.6078 +2026-01-08 13:47:09 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2539.83 total_reward_ma:2377.79 loss:0.02412 fps:1379 +frame:3.83e+06 wall_t:2778 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:0.5873 +2026-01-08 13:47:16 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2511.68 total_reward_ma:2382.61 loss:-0.001694 fps:1379 +frame:3.84e+06 wall_t:2785 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:0.5806 +2026-01-08 13:47:22 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2507.82 total_reward_ma:2387.42 loss:0.01075 fps:1379 +frame:3.85e+06 wall_t:2791 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:0.6116 +2026-01-08 13:47:30 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2517.69 total_reward_ma:2392.34 loss:0.04772 fps:1379 +frame:3.86e+06 wall_t:2799 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:0.6289 +2026-01-08 13:47:37 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2514.07 total_reward_ma:2397.09 loss:0.03797 fps:1379 +frame:3.87e+06 wall_t:2806 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:0.5231 +2026-01-08 13:47:44 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2517.93 total_reward_ma:2401.62 loss:0.0277 fps:1379 +frame:3.88e+06 wall_t:2813 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:0.5805 +2026-01-08 13:47:51 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2517.96 total_reward_ma:2406.26 loss:0.03144 fps:1379 +frame:3.89e+06 wall_t:2820 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:0.6663 +2026-01-08 13:47:59 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2494.73 total_reward_ma:2410.97 loss:0.02489 fps:1379 +frame:3.90e+06 wall_t:2828 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:0.5339 +2026-01-08 13:48:06 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2485.86 total_reward_ma:2415.28 loss:0.06903 fps:1379 +frame:3.91e+06 wall_t:2835 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:0.5623 +2026-01-08 13:48:12 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2490.03 total_reward_ma:2419.63 loss:0.06315 fps:1380 +frame:3.92e+06 wall_t:2841 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:0.6146 +2026-01-08 13:48:19 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2474.33 total_reward_ma:2423.56 loss:0.03256 fps:1380 +frame:3.93e+06 wall_t:2848 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:0.5659 +2026-01-08 13:48:26 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2448.24 total_reward_ma:2427.07 loss:0.02308 fps:1380 +frame:3.94e+06 wall_t:2855 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:0.6296 +2026-01-08 13:48:33 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2439.98 total_reward_ma:2430.34 loss:0.01498 fps:1380 +frame:3.95e+06 wall_t:2862 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:0.5359 +2026-01-08 13:48:41 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2477.05 total_reward_ma:2433.83 loss:0.04274 fps:1380 +frame:3.96e+06 wall_t:2870 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:0.6008 +2026-01-08 13:48:48 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2495.33 total_reward_ma:2437.47 loss:0.07185 fps:1380 +frame:3.97e+06 wall_t:2877 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:0.5777 +2026-01-08 13:48:54 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2530.80 total_reward_ma:2441.65 loss:0.01152 fps:1380 +frame:3.98e+06 wall_t:2884 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:0.6246 +2026-01-08 13:49:01 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2548.63 total_reward_ma:2445.71 loss:0.04004 fps:1380 +frame:3.99e+06 wall_t:2891 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:0.5924 +2026-01-08 13:49:08 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2557.30 total_reward_ma:2450.23 loss:0.007702 fps:1381 +frame:4.00e+06 wall_t:2897 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:0.6142 +2026-01-08 13:49:15 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2581.05 total_reward_ma:2454.97 loss:0.02533 fps:1381 +frame:4.01e+06 wall_t:2904 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:0.6049 +2026-01-08 13:49:21 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2583.34 total_reward_ma:2459.49 loss:0.02486 fps:1381 +frame:4.02e+06 wall_t:2911 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:0.6421 +2026-01-08 13:49:28 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2573.84 total_reward_ma:2463.82 loss:0.009535 fps:1381 +frame:4.03e+06 wall_t:2918 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:0.656 +2026-01-08 13:49:35 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2601.88 total_reward_ma:2468.34 loss:0.0426 fps:1382 +frame:4.04e+06 wall_t:2924 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:0.61 +2026-01-08 13:49:43 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2632.29 total_reward_ma:2473.06 loss:0.03038 fps:1381 +frame:4.05e+06 wall_t:2932 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:0.6131 +2026-01-08 13:49:51 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2650.53 total_reward_ma:2477.93 loss:0.02486 fps:1381 +frame:4.06e+06 wall_t:2940 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:0.5829 +2026-01-08 13:49:59 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2683.19 total_reward_ma:2482.98 loss:0.02948 fps:1381 +frame:4.07e+06 wall_t:2948 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:0.6115 +2026-01-08 13:50:05 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2666.51 total_reward_ma:2487.59 loss:0.04211 fps:1381 +frame:4.08e+06 wall_t:2954 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:0.5725 +2026-01-08 13:50:12 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2675.16 total_reward_ma:2491.95 loss:0.06365 fps:1381 +frame:4.09e+06 wall_t:2961 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:0.6512 +2026-01-08 13:50:19 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2669.75 total_reward_ma:2496.51 loss:0.05273 fps:1381 +frame:4.10e+06 wall_t:2968 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:0.6761 +2026-01-08 13:50:26 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2682.82 total_reward_ma:2501.40 loss:-0.002786 fps:1382 +frame:4.11e+06 wall_t:2975 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:0.5653 +2026-01-08 13:50:32 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2716.00 total_reward_ma:2506.35 loss:0.03318 fps:1382 +frame:4.12e+06 wall_t:2981 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:0.5801 +2026-01-08 13:50:40 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2710.13 total_reward_ma:2511.25 loss:0.01398 fps:1382 +frame:4.13e+06 wall_t:2989 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:0.5425 +2026-01-08 13:50:48 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2711.40 total_reward_ma:2515.83 loss:0.0277 fps:1381 +frame:4.14e+06 wall_t:2998 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:0.5552 +2026-01-08 13:50:57 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2727.05 total_reward_ma:2520.42 loss:0.03989 fps:1381 +frame:4.15e+06 wall_t:3006 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:0.6634 +2026-01-08 13:51:04 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2749.90 total_reward_ma:2524.94 loss:0.03051 fps:1381 +frame:4.16e+06 wall_t:3013 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:0.587 +2026-01-08 13:51:11 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2772.36 total_reward_ma:2529.50 loss:-0.004453 fps:1381 +frame:4.17e+06 wall_t:3020 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:0.5247 +2026-01-08 13:51:19 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2781.25 total_reward_ma:2534.35 loss:-0.004668 fps:1380 +frame:4.18e+06 wall_t:3028 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:0.537 +2026-01-08 13:51:26 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2801.23 total_reward_ma:2539.42 loss:0.04119 fps:1381 +frame:4.19e+06 wall_t:3035 t:261875 epi:nan +opt_step:65440 lr:0.0001453 clip_eps:0.1 entropy:0.5643 +2026-01-08 13:51:33 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2824.34 total_reward_ma:2544.75 loss:0.02309 fps:1381 +frame:4.20e+06 wall_t:3042 t:262500 epi:nan +opt_step:65600 lr:0.000145 clip_eps:0.1 entropy:0.5453 +2026-01-08 13:51:41 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2816.78 total_reward_ma:2549.98 loss:0.01164 fps:1380 +frame:4.21e+06 wall_t:3050 t:263125 epi:nan +opt_step:65760 lr:0.0001448 clip_eps:0.1 entropy:0.5783 +2026-01-08 13:51:48 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2794.23 total_reward_ma:2555.19 loss:0.04252 fps:1380 +frame:4.22e+06 wall_t:3058 t:263750 epi:nan +opt_step:65920 lr:0.0001445 clip_eps:0.1 entropy:0.5192 +2026-01-08 13:51:55 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2819.41 total_reward_ma:2560.46 loss:0.002104 fps:1381 +frame:4.23e+06 wall_t:3064 t:264375 epi:nan +opt_step:66080 lr:0.0001443 clip_eps:0.1 entropy:0.6322 +2026-01-08 13:52:02 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2847.61 total_reward_ma:2566.18 loss:0.02856 fps:1380 +frame:4.24e+06 wall_t:3072 t:265000 epi:nan +opt_step:66240 lr:0.000144 clip_eps:0.1 entropy:0.6306 +2026-01-08 13:52:10 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2832.52 total_reward_ma:2572.63 loss:0.03319 fps:1380 +frame:4.25e+06 wall_t:3079 t:265625 epi:nan +opt_step:66400 lr:0.0001438 clip_eps:0.1 entropy:0.545 +2026-01-08 13:52:17 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2850.27 total_reward_ma:2579.12 loss:0.02224 fps:1380 +frame:4.26e+06 wall_t:3086 t:266250 epi:nan +opt_step:66560 lr:0.0001435 clip_eps:0.1 entropy:0.5402 +2026-01-08 13:52:24 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2858.06 total_reward_ma:2585.67 loss:0.02414 fps:1381 +frame:4.27e+06 wall_t:3093 t:266875 epi:nan +opt_step:66688 lr:0.0001433 clip_eps:0.1 entropy:0.5484 +2026-01-08 13:52:31 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2817.87 total_reward_ma:2592.29 loss:0.01044 fps:1381 +frame:4.28e+06 wall_t:3100 t:267500 epi:nan +opt_step:66848 lr:0.000143 clip_eps:0.1 entropy:0.5298 +2026-01-08 13:52:38 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2822.08 total_reward_ma:2598.41 loss:0.01932 fps:1381 +frame:4.29e+06 wall_t:3107 t:268125 epi:nan +opt_step:67008 lr:0.0001428 clip_eps:0.1 entropy:0.5601 +2026-01-08 13:52:47 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2817.32 total_reward_ma:2604.25 loss:0.03482 fps:1380 +frame:4.30e+06 wall_t:3116 t:268750 epi:nan +opt_step:67168 lr:0.0001425 clip_eps:0.1 entropy:0.6078 +2026-01-08 13:52:55 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2830.85 total_reward_ma:2610.51 loss:0.0383 fps:1380 +frame:4.31e+06 wall_t:3124 t:269375 epi:nan +opt_step:67328 lr:0.0001423 clip_eps:0.1 entropy:0.5632 +2026-01-08 13:53:02 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2811.57 total_reward_ma:2616.40 loss:0.02401 fps:1380 +frame:4.32e+06 wall_t:3131 t:270000 epi:nan +opt_step:67488 lr:0.000142 clip_eps:0.1 entropy:0.5398 +2026-01-08 13:53:09 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2818.84 total_reward_ma:2622.90 loss:0.02294 fps:1380 +frame:4.33e+06 wall_t:3138 t:270625 epi:nan +opt_step:67648 lr:0.0001418 clip_eps:0.1 entropy:0.5811 +2026-01-08 13:53:16 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2819.51 total_reward_ma:2629.53 loss:0.02556 fps:1380 +frame:4.34e+06 wall_t:3145 t:271250 epi:nan +opt_step:67808 lr:0.0001415 clip_eps:0.1 entropy:0.6003 +2026-01-08 13:53:23 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2840.04 total_reward_ma:2636.38 loss:0.04919 fps:1380 +frame:4.35e+06 wall_t:3152 t:271875 epi:nan +opt_step:67968 lr:0.0001413 clip_eps:0.1 entropy:0.5704 +2026-01-08 13:53:29 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2833.75 total_reward_ma:2643.16 loss:0.05172 fps:1381 +frame:4.36e+06 wall_t:3158 t:272500 epi:nan +opt_step:68096 lr:0.000141 clip_eps:0.1 entropy:0.6019 +2026-01-08 13:53:36 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2888.81 total_reward_ma:2650.26 loss:0.02225 fps:1381 +frame:4.37e+06 wall_t:3165 t:273125 epi:nan +opt_step:68256 lr:0.0001408 clip_eps:0.1 entropy:0.5322 +2026-01-08 13:53:44 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2919.32 total_reward_ma:2657.37 loss:0.007286 fps:1380 +frame:4.38e+06 wall_t:3173 t:273750 epi:nan +opt_step:68416 lr:0.0001405 clip_eps:0.1 entropy:0.5212 +2026-01-08 13:53:52 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2930.43 total_reward_ma:2663.92 loss:0.05702 fps:1380 +frame:4.39e+06 wall_t:3181 t:274375 epi:nan +opt_step:68576 lr:0.0001403 clip_eps:0.1 entropy:0.576 +2026-01-08 13:54:00 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2911.70 total_reward_ma:2670.00 loss:0.02266 fps:1380 +frame:4.40e+06 wall_t:3189 t:275000 epi:nan +opt_step:68736 lr:0.00014 clip_eps:0.1 entropy:0.5586 +2026-01-08 13:54:08 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2927.12 total_reward_ma:2675.99 loss:0.04342 fps:1379 +frame:4.41e+06 wall_t:3197 t:275625 epi:nan +opt_step:68896 lr:0.0001398 clip_eps:0.1 entropy:0.5527 +2026-01-08 13:54:15 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2887.13 total_reward_ma:2681.53 loss:0.01748 fps:1379 +frame:4.42e+06 wall_t:3205 t:276250 epi:nan +opt_step:69056 lr:0.0001395 clip_eps:0.1 entropy:0.5251 +2026-01-08 13:54:23 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2900.26 total_reward_ma:2687.10 loss:0.03972 fps:1379 +frame:4.43e+06 wall_t:3212 t:276875 epi:nan +opt_step:69216 lr:0.0001393 clip_eps:0.1 entropy:0.5418 +2026-01-08 13:54:29 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2871.94 total_reward_ma:2692.25 loss:0.04901 fps:1379 +frame:4.44e+06 wall_t:3219 t:277500 epi:nan +opt_step:69344 lr:0.000139 clip_eps:0.1 entropy:0.5387 +2026-01-08 13:54:37 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2888.40 total_reward_ma:2697.09 loss:0.004596 fps:1379 +frame:4.45e+06 wall_t:3226 t:278125 epi:nan +opt_step:69504 lr:0.0001388 clip_eps:0.1 entropy:0.5616 +2026-01-08 13:54:44 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2877.71 total_reward_ma:2701.61 loss:0.001642 fps:1380 +frame:4.46e+06 wall_t:3233 t:278750 epi:nan +opt_step:69664 lr:0.0001385 clip_eps:0.1 entropy:0.566 +2026-01-08 13:54:51 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2882.36 total_reward_ma:2706.03 loss:0.07095 fps:1379 +frame:4.47e+06 wall_t:3241 t:279375 epi:nan +opt_step:69824 lr:0.0001383 clip_eps:0.1 entropy:0.5485 +2026-01-08 13:54:58 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2863.92 total_reward_ma:2710.30 loss:0.04977 fps:1380 +frame:4.48e+06 wall_t:3247 t:280000 epi:nan +opt_step:69984 lr:0.000138 clip_eps:0.1 entropy:0.5924 +2026-01-08 13:55:05 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2873.32 total_reward_ma:2714.46 loss:0.07009 fps:1380 +frame:4.49e+06 wall_t:3254 t:280625 epi:nan +opt_step:70144 lr:0.0001378 clip_eps:0.1 entropy:0.5407 +2026-01-08 13:55:12 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2897.40 total_reward_ma:2718.50 loss:0.04891 fps:1380 +frame:4.50e+06 wall_t:3261 t:281250 epi:nan +opt_step:70304 lr:0.0001375 clip_eps:0.1 entropy:0.604 +2026-01-08 13:55:19 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2891.54 total_reward_ma:2722.12 loss:0.03463 fps:1380 +frame:4.51e+06 wall_t:3268 t:281875 epi:nan +opt_step:70464 lr:0.0001373 clip_eps:0.1 entropy:0.5874 +2026-01-08 13:55:25 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2902.15 total_reward_ma:2725.91 loss:0.05046 fps:1380 +frame:4.52e+06 wall_t:3275 t:282500 epi:nan +opt_step:70624 lr:0.000137 clip_eps:0.1 entropy:0.6022 +2026-01-08 13:55:31 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2885.99 total_reward_ma:2729.42 loss:0.01207 fps:1381 +frame:4.53e+06 wall_t:3281 t:283125 epi:nan +opt_step:70752 lr:0.0001368 clip_eps:0.1 entropy:0.483 +2026-01-08 13:55:39 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2887.48 total_reward_ma:2732.67 loss:0.01526 fps:1381 +frame:4.54e+06 wall_t:3288 t:283750 epi:nan +opt_step:70912 lr:0.0001365 clip_eps:0.1 entropy:0.5749 +2026-01-08 13:55:45 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2895.70 total_reward_ma:2735.39 loss:0.03192 fps:1381 +frame:4.55e+06 wall_t:3295 t:284375 epi:nan +opt_step:71072 lr:0.0001363 clip_eps:0.1 entropy:0.581 +2026-01-08 13:55:52 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2900.00 total_reward_ma:2737.98 loss:0.03089 fps:1381 +frame:4.56e+06 wall_t:3302 t:285000 epi:nan +opt_step:71232 lr:0.000136 clip_eps:0.1 entropy:0.5746 +2026-01-08 13:55:59 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2907.72 total_reward_ma:2740.36 loss:-0.004658 fps:1381 +frame:4.57e+06 wall_t:3309 t:285625 epi:nan +opt_step:71392 lr:0.0001358 clip_eps:0.1 entropy:0.5294 +2026-01-08 13:56:06 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2917.84 total_reward_ma:2742.90 loss:0.009027 fps:1382 +frame:4.58e+06 wall_t:3315 t:286250 epi:nan +opt_step:71552 lr:0.0001355 clip_eps:0.1 entropy:0.5371 +2026-01-08 13:56:14 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2936.74 total_reward_ma:2745.45 loss:0.04448 fps:1381 +frame:4.59e+06 wall_t:3324 t:286875 epi:nan +opt_step:71712 lr:0.0001353 clip_eps:0.1 entropy:0.5685 +2026-01-08 13:56:22 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2932.71 total_reward_ma:2747.89 loss:0.0673 fps:1381 +frame:4.60e+06 wall_t:3331 t:287500 epi:nan +opt_step:71872 lr:0.000135 clip_eps:0.1 entropy:0.5589 +2026-01-08 13:56:29 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2870.74 total_reward_ma:2749.16 loss:-0.005956 fps:1381 +frame:4.61e+06 wall_t:3338 t:288125 epi:nan +opt_step:72000 lr:0.0001348 clip_eps:0.1 entropy:0.5328 +2026-01-08 13:56:36 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2862.30 total_reward_ma:2750.12 loss:0.03991 fps:1381 +frame:4.62e+06 wall_t:3345 t:288750 epi:nan +opt_step:72160 lr:0.0001345 clip_eps:0.1 entropy:0.5625 +2026-01-08 13:56:43 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2869.38 total_reward_ma:2751.17 loss:0.03397 fps:1381 +frame:4.63e+06 wall_t:3352 t:289375 epi:nan +opt_step:72320 lr:0.0001343 clip_eps:0.1 entropy:0.5682 +2026-01-08 13:56:50 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2871.23 total_reward_ma:2751.82 loss:0.04647 fps:1381 +frame:4.64e+06 wall_t:3359 t:290000 epi:nan +opt_step:72480 lr:0.000134 clip_eps:0.1 entropy:0.598 +2026-01-08 13:56:57 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2889.13 total_reward_ma:2752.72 loss:0.02537 fps:1381 +frame:4.65e+06 wall_t:3366 t:290625 epi:nan +opt_step:72640 lr:0.0001338 clip_eps:0.1 entropy:0.5771 +2026-01-08 13:57:05 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2903.76 total_reward_ma:2753.41 loss:0.008247 fps:1381 +frame:4.66e+06 wall_t:3374 t:291250 epi:nan +opt_step:72800 lr:0.0001335 clip_eps:0.1 entropy:0.5432 +2026-01-08 13:57:12 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2891.81 total_reward_ma:2754.03 loss:0.03157 fps:1381 +frame:4.67e+06 wall_t:3381 t:291875 epi:nan +opt_step:72960 lr:0.0001333 clip_eps:0.1 entropy:0.5251 +2026-01-08 13:57:20 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2895.98 total_reward_ma:2754.96 loss:0.02429 fps:1381 +frame:4.68e+06 wall_t:3389 t:292500 epi:nan +opt_step:73120 lr:0.000133 clip_eps:0.1 entropy:0.5727 +2026-01-08 13:57:28 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2906.16 total_reward_ma:2755.69 loss:0.0179 fps:1381 +frame:4.69e+06 wall_t:3397 t:293125 epi:nan +opt_step:73280 lr:0.0001328 clip_eps:0.1 entropy:0.6194 +2026-01-08 13:57:34 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2912.47 total_reward_ma:2756.57 loss:0.025 fps:1381 +frame:4.70e+06 wall_t:3404 t:293750 epi:nan +opt_step:73408 lr:0.0001325 clip_eps:0.1 entropy:0.5547 +2026-01-08 13:57:42 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2905.00 total_reward_ma:2757.47 loss:0.04466 fps:1381 +frame:4.71e+06 wall_t:3411 t:294375 epi:nan +opt_step:73568 lr:0.0001323 clip_eps:0.1 entropy:0.6168 +2026-01-08 13:57:49 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2917.40 total_reward_ma:2757.97 loss:0.06614 fps:1381 +frame:4.72e+06 wall_t:3418 t:295000 epi:nan +opt_step:73728 lr:0.000132 clip_eps:0.1 entropy:0.603 +2026-01-08 13:57:56 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2947.97 total_reward_ma:2759.38 loss:-0.002219 fps:1381 +frame:4.73e+06 wall_t:3425 t:295625 epi:nan +opt_step:73888 lr:0.0001318 clip_eps:0.1 entropy:0.5581 +2026-01-08 13:58:03 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3021.68 total_reward_ma:2761.15 loss:0.07511 fps:1381 +frame:4.74e+06 wall_t:3432 t:296250 epi:nan +opt_step:74048 lr:0.0001315 clip_eps:0.1 entropy:0.591 +2026-01-08 13:58:10 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2997.91 total_reward_ma:2762.91 loss:0.02683 fps:1381 +frame:4.75e+06 wall_t:3439 t:296875 epi:nan +opt_step:74208 lr:0.0001313 clip_eps:0.1 entropy:0.5995 +2026-01-08 13:58:17 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3036.24 total_reward_ma:2765.12 loss:0.005695 fps:1381 +frame:4.76e+06 wall_t:3446 t:297500 epi:nan +opt_step:74368 lr:0.000131 clip_eps:0.1 entropy:0.5678 +2026-01-08 13:58:24 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3030.77 total_reward_ma:2767.75 loss:0.04096 fps:1381 +frame:4.77e+06 wall_t:3453 t:298125 epi:nan +opt_step:74528 lr:0.0001308 clip_eps:0.1 entropy:0.5676 +2026-01-08 13:58:31 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3043.55 total_reward_ma:2770.76 loss:0.02281 fps:1382 +frame:4.78e+06 wall_t:3460 t:298750 epi:nan +opt_step:74656 lr:0.0001306 clip_eps:0.1 entropy:0.5639 +2026-01-08 13:58:38 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3031.61 total_reward_ma:2774.17 loss:0.01869 fps:1381 +frame:4.79e+06 wall_t:3468 t:299375 epi:nan +opt_step:74816 lr:0.0001303 clip_eps:0.1 entropy:0.6145 +2026-01-08 13:58:45 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3027.18 total_reward_ma:2777.61 loss:0.008074 fps:1382 +frame:4.80e+06 wall_t:3474 t:300000 epi:nan +opt_step:74976 lr:0.00013 clip_eps:0.1 entropy:0.5582 +2026-01-08 13:58:52 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3044.82 total_reward_ma:2781.61 loss:0.08241 fps:1382 +frame:4.81e+06 wall_t:3481 t:300625 epi:nan +opt_step:75136 lr:0.0001298 clip_eps:0.1 entropy:0.517 +2026-01-08 13:59:00 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3000.95 total_reward_ma:2785.50 loss:0.00969 fps:1381 +frame:4.82e+06 wall_t:3490 t:301250 epi:nan +opt_step:75296 lr:0.0001295 clip_eps:0.1 entropy:0.578 +2026-01-08 13:59:08 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3006.00 total_reward_ma:2790.16 loss:0.09315 fps:1381 +frame:4.83e+06 wall_t:3497 t:301875 epi:nan +opt_step:75456 lr:0.0001293 clip_eps:0.1 entropy:0.5081 +2026-01-08 13:59:15 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3005.56 total_reward_ma:2795.10 loss:0.03602 fps:1381 +frame:4.84e+06 wall_t:3504 t:302500 epi:nan +opt_step:75616 lr:0.000129 clip_eps:0.1 entropy:0.5739 +2026-01-08 13:59:23 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2993.93 total_reward_ma:2799.96 loss:0.01513 fps:1381 +frame:4.85e+06 wall_t:3512 t:303125 epi:nan +opt_step:75776 lr:0.0001288 clip_eps:0.1 entropy:0.5869 +2026-01-08 13:59:30 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3016.86 total_reward_ma:2804.95 loss:0.03241 fps:1381 +frame:4.86e+06 wall_t:3519 t:303750 epi:nan +opt_step:75936 lr:0.0001285 clip_eps:0.1 entropy:0.5301 +2026-01-08 13:59:36 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2985.50 total_reward_ma:2809.67 loss:0.0299 fps:1382 +frame:4.87e+06 wall_t:3525 t:304375 epi:nan +opt_step:76064 lr:0.0001283 clip_eps:0.1 entropy:0.5178 +2026-01-08 13:59:43 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2977.45 total_reward_ma:2814.26 loss:0.01688 fps:1382 +frame:4.88e+06 wall_t:3532 t:305000 epi:nan +opt_step:76224 lr:0.000128 clip_eps:0.1 entropy:0.5925 +2026-01-08 13:59:51 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2985.11 total_reward_ma:2818.93 loss:0.01046 fps:1381 +frame:4.89e+06 wall_t:3540 t:305625 epi:nan +opt_step:76384 lr:0.0001278 clip_eps:0.1 entropy:0.5533 +2026-01-08 13:59:59 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2986.38 total_reward_ma:2823.85 loss:0.01609 fps:1381 +frame:4.90e+06 wall_t:3548 t:306250 epi:nan +opt_step:76544 lr:0.0001275 clip_eps:0.1 entropy:0.4992 +2026-01-08 14:00:07 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2985.42 total_reward_ma:2828.84 loss:0.02018 fps:1381 +frame:4.91e+06 wall_t:3556 t:306875 epi:nan +opt_step:76704 lr:0.0001273 clip_eps:0.1 entropy:0.5762 +2026-01-08 14:00:15 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3003.70 total_reward_ma:2833.98 loss:0.07321 fps:1380 +frame:4.92e+06 wall_t:3564 t:307500 epi:nan +opt_step:76864 lr:0.000127 clip_eps:0.1 entropy:0.5748 +2026-01-08 14:00:22 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2990.79 total_reward_ma:2839.14 loss:0.03693 fps:1381 +frame:4.93e+06 wall_t:3571 t:308125 epi:nan +opt_step:77024 lr:0.0001268 clip_eps:0.1 entropy:0.511 +2026-01-08 14:00:29 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2991.23 total_reward_ma:2844.57 loss:0.05807 fps:1381 +frame:4.94e+06 wall_t:3578 t:308750 epi:nan +opt_step:77184 lr:0.0001265 clip_eps:0.1 entropy:0.5054 +2026-01-08 14:00:35 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2968.03 total_reward_ma:2849.85 loss:0.04019 fps:1381 +frame:4.95e+06 wall_t:3584 t:309375 epi:nan +opt_step:77312 lr:0.0001263 clip_eps:0.1 entropy:0.5328 +2026-01-08 14:00:41 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2942.96 total_reward_ma:2854.51 loss:0.0392 fps:1382 +frame:4.96e+06 wall_t:3590 t:310000 epi:nan +opt_step:77472 lr:0.000126 clip_eps:0.1 entropy:0.5356 +2026-01-08 14:00:48 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2862.50 total_reward_ma:2858.19 loss:0.01535 fps:1381 +frame:4.97e+06 wall_t:3598 t:310625 epi:nan +opt_step:77632 lr:0.0001258 clip_eps:0.1 entropy:0.5001 +2026-01-08 14:00:55 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2841.99 total_reward_ma:2861.30 loss:0.02621 fps:1381 +frame:4.98e+06 wall_t:3605 t:311250 epi:nan +opt_step:77792 lr:0.0001255 clip_eps:0.1 entropy:0.5649 +2026-01-08 14:01:03 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2808.79 total_reward_ma:2863.90 loss:0.0327 fps:1382 +frame:4.99e+06 wall_t:3612 t:311875 epi:nan +opt_step:77952 lr:0.0001253 clip_eps:0.1 entropy:0.4962 +2026-01-08 14:01:11 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2807.13 total_reward_ma:2866.40 loss:0.02343 fps:1381 +frame:5.00e+06 wall_t:3620 t:312500 epi:nan +opt_step:78112 lr:0.000125 clip_eps:0.1 entropy:0.5437 +2026-01-08 14:01:19 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2803.09 total_reward_ma:2868.62 loss:0.03328 fps:1381 +frame:5.01e+06 wall_t:3628 t:313125 epi:nan +opt_step:78272 lr:0.0001248 clip_eps:0.1 entropy:0.5402 +2026-01-08 14:01:26 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2808.42 total_reward_ma:2870.87 loss:0.03609 fps:1381 +frame:5.02e+06 wall_t:3636 t:313750 epi:nan +opt_step:78432 lr:0.0001245 clip_eps:0.1 entropy:0.6131 +2026-01-08 14:01:34 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2792.27 total_reward_ma:2873.05 loss:0.07971 fps:1381 +frame:5.03e+06 wall_t:3643 t:314375 epi:nan +opt_step:78592 lr:0.0001243 clip_eps:0.1 entropy:0.5097 +2026-01-08 14:01:41 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2793.65 total_reward_ma:2874.97 loss:0.02157 fps:1381 +frame:5.04e+06 wall_t:3650 t:315000 epi:nan +opt_step:78720 lr:0.000124 clip_eps:0.1 entropy:0.5502 +2026-01-08 14:01:48 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2792.81 total_reward_ma:2876.58 loss:0.03711 fps:1381 +frame:5.05e+06 wall_t:3658 t:315625 epi:nan +opt_step:78880 lr:0.0001238 clip_eps:0.1 entropy:0.5436 +2026-01-08 14:01:56 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2750.56 total_reward_ma:2877.58 loss:0.02966 fps:1381 +frame:5.06e+06 wall_t:3665 t:316250 epi:nan +opt_step:79040 lr:0.0001235 clip_eps:0.1 entropy:0.5606 +2026-01-08 14:02:03 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2741.08 total_reward_ma:2878.16 loss:0.01963 fps:1381 +frame:5.07e+06 wall_t:3672 t:316875 epi:nan +opt_step:79200 lr:0.0001233 clip_eps:0.1 entropy:0.588 +2026-01-08 14:02:10 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2733.63 total_reward_ma:2878.83 loss:0.02311 fps:1381 +frame:5.08e+06 wall_t:3679 t:317500 epi:nan +opt_step:79360 lr:0.000123 clip_eps:0.1 entropy:0.5877 +2026-01-08 14:02:16 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2713.39 total_reward_ma:2879.21 loss:0.01941 fps:1381 +frame:5.09e+06 wall_t:3686 t:318125 epi:nan +opt_step:79520 lr:0.0001228 clip_eps:0.1 entropy:0.5897 +2026-01-08 14:02:23 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2696.04 total_reward_ma:2879.47 loss:0.05352 fps:1381 +frame:5.10e+06 wall_t:3693 t:318750 epi:nan +opt_step:79680 lr:0.0001225 clip_eps:0.1 entropy:0.5545 +2026-01-08 14:02:31 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2672.26 total_reward_ma:2879.37 loss:0.05435 fps:1381 +frame:5.11e+06 wall_t:3700 t:319375 epi:nan +opt_step:79840 lr:0.0001223 clip_eps:0.1 entropy:0.5877 +2026-01-08 14:02:37 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2665.27 total_reward_ma:2878.86 loss:0.04085 fps:1381 +frame:5.12e+06 wall_t:3707 t:320000 epi:nan +opt_step:80000 lr:0.000122 clip_eps:0.1 entropy:0.6428 +2026-01-08 14:02:45 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2636.54 total_reward_ma:2878.12 loss:0.04208 fps:1381 +frame:5.13e+06 wall_t:3715 t:320625 epi:nan +opt_step:80128 lr:0.0001218 clip_eps:0.1 entropy:0.496 +2026-01-08 14:02:53 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2591.15 total_reward_ma:2876.92 loss:0.0205 fps:1381 +frame:5.14e+06 wall_t:3722 t:321250 epi:nan +opt_step:80288 lr:0.0001215 clip_eps:0.1 entropy:0.5946 +2026-01-08 14:03:01 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2577.86 total_reward_ma:2875.43 loss:0.03515 fps:1381 +frame:5.15e+06 wall_t:3730 t:321875 epi:nan +opt_step:80448 lr:0.0001213 clip_eps:0.1 entropy:0.5402 +2026-01-08 14:03:07 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2572.41 total_reward_ma:2873.65 loss:0.03788 fps:1381 +frame:5.16e+06 wall_t:3737 t:322500 epi:nan +opt_step:80608 lr:0.000121 clip_eps:0.1 entropy:0.5696 +2026-01-08 14:03:14 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2574.42 total_reward_ma:2871.67 loss:0.02552 fps:1381 +frame:5.17e+06 wall_t:3743 t:323125 epi:nan +opt_step:80768 lr:0.0001208 clip_eps:0.1 entropy:0.5447 +2026-01-08 14:03:21 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2583.31 total_reward_ma:2869.70 loss:0.01536 fps:1381 +frame:5.18e+06 wall_t:3750 t:323750 epi:nan +opt_step:80928 lr:0.0001205 clip_eps:0.1 entropy:0.4998 +2026-01-08 14:03:29 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2580.18 total_reward_ma:2867.48 loss:0.03929 fps:1381 +frame:5.19e+06 wall_t:3758 t:324375 epi:nan +opt_step:81088 lr:0.0001203 clip_eps:0.1 entropy:0.5987 +2026-01-08 14:03:36 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2583.65 total_reward_ma:2865.08 loss:0.03239 fps:1381 +frame:5.20e+06 wall_t:3765 t:325000 epi:nan +opt_step:81248 lr:0.00012 clip_eps:0.1 entropy:0.5573 +2026-01-08 14:03:44 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2585.46 total_reward_ma:2862.76 loss:0.01803 fps:1381 +frame:5.21e+06 wall_t:3773 t:325625 epi:nan +opt_step:81376 lr:0.0001198 clip_eps:0.1 entropy:0.5943 +2026-01-08 14:03:51 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2579.45 total_reward_ma:2860.62 loss:0.0515 fps:1381 +frame:5.22e+06 wall_t:3781 t:326250 epi:nan +opt_step:81536 lr:0.0001195 clip_eps:0.1 entropy:0.5247 +2026-01-08 14:03:59 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2528.86 total_reward_ma:2857.71 loss:0.0417 fps:1381 +frame:5.23e+06 wall_t:3788 t:326875 epi:nan +opt_step:81696 lr:0.0001193 clip_eps:0.1 entropy:0.4888 +2026-01-08 14:04:07 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2517.20 total_reward_ma:2854.41 loss:0.04123 fps:1380 +frame:5.24e+06 wall_t:3796 t:327500 epi:nan +opt_step:81856 lr:0.000119 clip_eps:0.1 entropy:0.4828 +2026-01-08 14:04:15 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2540.01 total_reward_ma:2851.48 loss:0.02057 fps:1380 +frame:5.25e+06 wall_t:3805 t:328125 epi:nan +opt_step:82016 lr:0.0001188 clip_eps:0.1 entropy:0.5394 +2026-01-08 14:04:23 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2515.78 total_reward_ma:2848.14 loss:0.0181 fps:1380 +frame:5.26e+06 wall_t:3812 t:328750 epi:nan +opt_step:82176 lr:0.0001185 clip_eps:0.1 entropy:0.5682 +2026-01-08 14:04:30 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2550.32 total_reward_ma:2845.06 loss:0.03971 fps:1380 +frame:5.27e+06 wall_t:3819 t:329375 epi:nan +opt_step:82336 lr:0.0001183 clip_eps:0.1 entropy:0.58 +2026-01-08 14:04:38 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2547.62 total_reward_ma:2842.36 loss:0.04939 fps:1380 +frame:5.28e+06 wall_t:3827 t:330000 epi:nan +opt_step:82496 lr:0.000118 clip_eps:0.1 entropy:0.5947 +2026-01-08 14:04:45 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2556.30 total_reward_ma:2839.70 loss:0.02606 fps:1380 +frame:5.29e+06 wall_t:3834 t:330625 epi:nan +opt_step:82656 lr:0.0001178 clip_eps:0.1 entropy:0.5695 +2026-01-08 14:04:51 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2602.14 total_reward_ma:2837.55 loss:0.01055 fps:1380 +frame:5.30e+06 wall_t:3841 t:331250 epi:nan +opt_step:82784 lr:0.0001175 clip_eps:0.1 entropy:0.6076 +2026-01-08 14:04:58 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2601.94 total_reward_ma:2835.26 loss:0.02801 fps:1380 +frame:5.31e+06 wall_t:3848 t:331875 epi:nan +opt_step:82944 lr:0.0001173 clip_eps:0.1 entropy:0.5848 +2026-01-08 14:05:07 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2640.67 total_reward_ma:2833.55 loss:0.01295 fps:1380 +frame:5.32e+06 wall_t:3856 t:332500 epi:nan +opt_step:83104 lr:0.000117 clip_eps:0.1 entropy:0.5471 +2026-01-08 14:05:14 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2640.77 total_reward_ma:2831.77 loss:0.008933 fps:1380 +frame:5.33e+06 wall_t:3863 t:333125 epi:nan +opt_step:83264 lr:0.0001168 clip_eps:0.1 entropy:0.5612 +2026-01-08 14:05:21 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2665.20 total_reward_ma:2830.23 loss:0.03783 fps:1380 +frame:5.34e+06 wall_t:3870 t:333750 epi:nan +opt_step:83424 lr:0.0001165 clip_eps:0.1 entropy:0.6075 +2026-01-08 14:05:29 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2668.69 total_reward_ma:2828.51 loss:0.0384 fps:1380 +frame:5.35e+06 wall_t:3878 t:334375 epi:nan +opt_step:83584 lr:0.0001163 clip_eps:0.1 entropy:0.5935 +2026-01-08 14:05:36 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2722.04 total_reward_ma:2827.40 loss:0.01907 fps:1380 +frame:5.36e+06 wall_t:3885 t:335000 epi:nan +opt_step:83744 lr:0.000116 clip_eps:0.1 entropy:0.5434 +2026-01-08 14:05:43 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2722.13 total_reward_ma:2825.73 loss:0.03133 fps:1380 +frame:5.37e+06 wall_t:3892 t:335625 epi:nan +opt_step:83904 lr:0.0001158 clip_eps:0.1 entropy:0.5527 +2026-01-08 14:05:50 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2753.69 total_reward_ma:2824.07 loss:0.02906 fps:1380 +frame:5.38e+06 wall_t:3899 t:336250 epi:nan +opt_step:84032 lr:0.0001155 clip_eps:0.1 entropy:0.5374 +2026-01-08 14:05:57 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2759.25 total_reward_ma:2822.36 loss:0.06021 fps:1380 +frame:5.39e+06 wall_t:3906 t:336875 epi:nan +opt_step:84192 lr:0.0001153 clip_eps:0.1 entropy:0.5656 +2026-01-08 14:06:04 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2780.65 total_reward_ma:2821.05 loss:0.02766 fps:1380 +frame:5.40e+06 wall_t:3913 t:337500 epi:nan +opt_step:84352 lr:0.000115 clip_eps:0.1 entropy:0.6156 +2026-01-08 14:06:11 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2777.90 total_reward_ma:2819.56 loss:0.01925 fps:1380 +frame:5.41e+06 wall_t:3920 t:338125 epi:nan +opt_step:84512 lr:0.0001148 clip_eps:0.1 entropy:0.6512 +2026-01-08 14:06:19 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2781.31 total_reward_ma:2818.50 loss:0.04867 fps:1380 +frame:5.42e+06 wall_t:3928 t:338750 epi:nan +opt_step:84672 lr:0.0001145 clip_eps:0.1 entropy:0.5511 +2026-01-08 14:06:26 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2824.57 total_reward_ma:2817.74 loss:0.03164 fps:1380 +frame:5.43e+06 wall_t:3935 t:339375 epi:nan +opt_step:84832 lr:0.0001143 clip_eps:0.1 entropy:0.5534 +2026-01-08 14:06:33 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2863.44 total_reward_ma:2817.66 loss:0.02573 fps:1380 +frame:5.44e+06 wall_t:3942 t:340000 epi:nan +opt_step:84992 lr:0.000114 clip_eps:0.1 entropy:0.5745 +2026-01-08 14:06:40 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2896.64 total_reward_ma:2817.74 loss:0.01026 fps:1380 +frame:5.45e+06 wall_t:3949 t:340625 epi:nan +opt_step:85152 lr:0.0001138 clip_eps:0.1 entropy:0.5723 +2026-01-08 14:06:47 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2924.80 total_reward_ma:2818.21 loss:0.0332 fps:1380 +frame:5.46e+06 wall_t:3956 t:341250 epi:nan +opt_step:85312 lr:0.0001135 clip_eps:0.1 entropy:0.5609 +2026-01-08 14:06:54 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2943.19 total_reward_ma:2818.82 loss:0.006038 fps:1380 +frame:5.47e+06 wall_t:3963 t:341875 epi:nan +opt_step:85440 lr:0.0001133 clip_eps:0.1 entropy:0.5589 +2026-01-08 14:07:00 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3014.14 total_reward_ma:2820.32 loss:0.07849 fps:1380 +frame:5.48e+06 wall_t:3970 t:342500 epi:nan +opt_step:85600 lr:0.000113 clip_eps:0.1 entropy:0.6057 +2026-01-08 14:07:09 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3020.37 total_reward_ma:2821.79 loss:0.05154 fps:1380 +frame:5.49e+06 wall_t:3978 t:343125 epi:nan +opt_step:85760 lr:0.0001128 clip_eps:0.1 entropy:0.5149 +2026-01-08 14:07:15 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3010.38 total_reward_ma:2822.92 loss:0.005932 fps:1380 +frame:5.50e+06 wall_t:3985 t:343750 epi:nan +opt_step:85920 lr:0.0001125 clip_eps:0.1 entropy:0.598 +2026-01-08 14:07:22 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3092.68 total_reward_ma:2824.93 loss:0.03332 fps:1380 +frame:5.51e+06 wall_t:3992 t:344375 epi:nan +opt_step:86080 lr:0.0001123 clip_eps:0.1 entropy:0.528 +2026-01-08 14:07:29 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3109.01 total_reward_ma:2827.00 loss:0.02698 fps:1380 +frame:5.52e+06 wall_t:3999 t:345000 epi:nan +opt_step:86240 lr:0.000112 clip_eps:0.1 entropy:0.5465 +2026-01-08 14:07:36 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3121.10 total_reward_ma:2829.35 loss:0.03048 fps:1381 +frame:5.53e+06 wall_t:4005 t:345625 epi:nan +opt_step:86400 lr:0.0001118 clip_eps:0.1 entropy:0.5769 +2026-01-08 14:07:43 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3110.42 total_reward_ma:2831.58 loss:0.01639 fps:1381 +frame:5.54e+06 wall_t:4012 t:346250 epi:nan +opt_step:86560 lr:0.0001115 clip_eps:0.1 entropy:0.5349 +2026-01-08 14:07:48 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3128.68 total_reward_ma:2833.91 loss:0.05278 fps:1382 +frame:5.55e+06 wall_t:4017 t:346875 epi:nan +opt_step:86688 lr:0.0001113 clip_eps:0.1 entropy:0.5461 +2026-01-08 14:07:54 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3135.90 total_reward_ma:2836.27 loss:0.02523 fps:1382 +frame:5.56e+06 wall_t:4024 t:347500 epi:nan +opt_step:86848 lr:0.000111 clip_eps:0.1 entropy:0.5034 +2026-01-08 14:08:01 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3102.57 total_reward_ma:2838.22 loss:0.02772 fps:1382 +frame:5.57e+06 wall_t:4030 t:348125 epi:nan +opt_step:87008 lr:0.0001108 clip_eps:0.1 entropy:0.5298 +2026-01-08 14:08:08 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3103.06 total_reward_ma:2840.07 loss:0.07515 fps:1382 +frame:5.58e+06 wall_t:4037 t:348750 epi:nan +opt_step:87168 lr:0.0001105 clip_eps:0.1 entropy:0.556 +2026-01-08 14:08:15 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3087.23 total_reward_ma:2841.58 loss:0.05663 fps:1382 +frame:5.59e+06 wall_t:4044 t:349375 epi:nan +opt_step:87328 lr:0.0001103 clip_eps:0.1 entropy:0.5934 +2026-01-08 14:08:21 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3091.94 total_reward_ma:2843.17 loss:0.04775 fps:1382 +frame:5.60e+06 wall_t:4051 t:350000 epi:nan +opt_step:87488 lr:0.00011 clip_eps:0.1 entropy:0.539 +2026-01-08 14:08:28 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3084.90 total_reward_ma:2845.31 loss:0.02097 fps:1383 +frame:5.61e+06 wall_t:4057 t:350625 epi:nan +opt_step:87648 lr:0.0001098 clip_eps:0.1 entropy:0.5733 +2026-01-08 14:08:34 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3045.89 total_reward_ma:2847.15 loss:0.03234 fps:1383 +frame:5.62e+06 wall_t:4063 t:351250 epi:nan +opt_step:87808 lr:0.0001095 clip_eps:0.1 entropy:0.5304 +2026-01-08 14:08:41 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3041.94 total_reward_ma:2848.87 loss:0.06706 fps:1383 +frame:5.63e+06 wall_t:4070 t:351875 epi:nan +opt_step:87968 lr:0.0001093 clip_eps:0.1 entropy:0.5272 +2026-01-08 14:08:47 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3060.11 total_reward_ma:2850.76 loss:0.02019 fps:1384 +frame:5.64e+06 wall_t:4076 t:352500 epi:nan +opt_step:88096 lr:0.000109 clip_eps:0.1 entropy:0.5565 +2026-01-08 14:08:54 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3055.00 total_reward_ma:2852.42 loss:0.002744 fps:1384 +frame:5.65e+06 wall_t:4083 t:353125 epi:nan +opt_step:88256 lr:0.0001088 clip_eps:0.1 entropy:0.6096 +2026-01-08 14:09:01 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3041.12 total_reward_ma:2853.79 loss:0.01433 fps:1384 +frame:5.66e+06 wall_t:4090 t:353750 epi:nan +opt_step:88416 lr:0.0001085 clip_eps:0.1 entropy:0.5283 +2026-01-08 14:09:08 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3040.02 total_reward_ma:2855.28 loss:0.02586 fps:1384 +frame:5.67e+06 wall_t:4097 t:354375 epi:nan +opt_step:88576 lr:0.0001083 clip_eps:0.1 entropy:0.5599 +2026-01-08 14:09:14 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3038.54 total_reward_ma:2856.70 loss:0.02339 fps:1384 +frame:5.68e+06 wall_t:4103 t:355000 epi:nan +opt_step:88736 lr:0.000108 clip_eps:0.1 entropy:0.5579 +2026-01-08 14:09:20 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3047.64 total_reward_ma:2858.12 loss:0.02904 fps:1385 +frame:5.69e+06 wall_t:4109 t:355625 epi:nan +opt_step:88896 lr:0.0001078 clip_eps:0.1 entropy:0.5197 +2026-01-08 14:09:26 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3052.84 total_reward_ma:2859.52 loss:0.03128 fps:1385 +frame:5.70e+06 wall_t:4116 t:356250 epi:nan +opt_step:89056 lr:0.0001075 clip_eps:0.1 entropy:0.5261 +2026-01-08 14:09:32 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3056.57 total_reward_ma:2861.03 loss:0.02772 fps:1386 +frame:5.71e+06 wall_t:4121 t:356875 epi:nan +opt_step:89216 lr:0.0001073 clip_eps:0.1 entropy:0.5397 +2026-01-08 14:09:38 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3062.26 total_reward_ma:2862.48 loss:0.05218 fps:1386 +frame:5.72e+06 wall_t:4127 t:357500 epi:nan +opt_step:89344 lr:0.000107 clip_eps:0.1 entropy:0.5107 +2026-01-08 14:09:44 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3057.44 total_reward_ma:2863.58 loss:0.04612 fps:1386 +frame:5.73e+06 wall_t:4133 t:358125 epi:nan +opt_step:89504 lr:0.0001068 clip_eps:0.1 entropy:0.4973 +2026-01-08 14:09:50 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3006.24 total_reward_ma:2863.42 loss:0.03737 fps:1387 +frame:5.74e+06 wall_t:4139 t:358750 epi:nan +opt_step:89664 lr:0.0001065 clip_eps:0.1 entropy:0.5307 +2026-01-08 14:09:57 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3006.80 total_reward_ma:2863.51 loss:0.03642 fps:1387 +frame:5.75e+06 wall_t:4146 t:359375 epi:nan +opt_step:89824 lr:0.0001063 clip_eps:0.1 entropy:0.5053 +2026-01-08 14:10:03 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2987.90 total_reward_ma:2863.03 loss:0.03472 fps:1387 +frame:5.76e+06 wall_t:4152 t:360000 epi:nan +opt_step:89984 lr:0.000106 clip_eps:0.1 entropy:0.5002 +2026-01-08 14:10:09 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3013.41 total_reward_ma:2862.86 loss:0.00993 fps:1387 +frame:5.77e+06 wall_t:4159 t:360625 epi:nan +opt_step:90144 lr:0.0001058 clip_eps:0.1 entropy:0.5324 +2026-01-08 14:10:15 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3022.19 total_reward_ma:2862.64 loss:0.03931 fps:1388 +frame:5.78e+06 wall_t:4165 t:361250 epi:nan +opt_step:90304 lr:0.0001055 clip_eps:0.1 entropy:0.5404 +2026-01-08 14:10:22 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3031.73 total_reward_ma:2862.64 loss:0.03489 fps:1388 +frame:5.79e+06 wall_t:4171 t:361875 epi:nan +opt_step:90464 lr:0.0001053 clip_eps:0.1 entropy:0.5588 +2026-01-08 14:10:29 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3038.21 total_reward_ma:2862.75 loss:0.01566 fps:1388 +frame:5.80e+06 wall_t:4178 t:362500 epi:nan +opt_step:90624 lr:0.000105 clip_eps:0.1 entropy:0.5447 +2026-01-08 14:10:35 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3054.96 total_reward_ma:2862.85 loss:0.06567 fps:1389 +frame:5.81e+06 wall_t:4184 t:363125 epi:nan +opt_step:90752 lr:0.0001048 clip_eps:0.1 entropy:0.5518 +2026-01-08 14:10:41 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3058.42 total_reward_ma:2863.43 loss:0.03159 fps:1389 +frame:5.82e+06 wall_t:4190 t:363750 epi:nan +opt_step:90912 lr:0.0001045 clip_eps:0.1 entropy:0.5414 +2026-01-08 14:10:47 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3103.33 total_reward_ma:2864.40 loss:0.04781 fps:1389 +frame:5.83e+06 wall_t:4197 t:364375 epi:nan +opt_step:91072 lr:0.0001043 clip_eps:0.1 entropy:0.5298 +2026-01-08 14:10:53 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3100.84 total_reward_ma:2865.36 loss:0.03706 fps:1390 +frame:5.84e+06 wall_t:4202 t:365000 epi:nan +opt_step:91232 lr:0.000104 clip_eps:0.1 entropy:0.5308 +2026-01-08 14:11:00 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3093.56 total_reward_ma:2866.35 loss:0.06932 fps:1390 +frame:5.85e+06 wall_t:4209 t:365625 epi:nan +opt_step:91392 lr:0.0001038 clip_eps:0.1 entropy:0.5005 +2026-01-08 14:11:07 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3116.23 total_reward_ma:2867.35 loss:0.04397 fps:1390 +frame:5.86e+06 wall_t:4216 t:366250 epi:nan +opt_step:91552 lr:0.0001035 clip_eps:0.1 entropy:0.5272 +2026-01-08 14:11:13 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3120.03 total_reward_ma:2868.69 loss:0.02173 fps:1390 +frame:5.87e+06 wall_t:4222 t:366875 epi:nan +opt_step:91712 lr:0.0001033 clip_eps:0.1 entropy:0.5397 +2026-01-08 14:11:19 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3130.22 total_reward_ma:2870.22 loss:0.02647 fps:1391 +frame:5.88e+06 wall_t:4228 t:367500 epi:nan +opt_step:91872 lr:0.000103 clip_eps:0.1 entropy:0.5403 +2026-01-08 14:11:25 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3170.58 total_reward_ma:2872.07 loss:0.07978 fps:1391 +frame:5.89e+06 wall_t:4234 t:368125 epi:nan +opt_step:92000 lr:0.0001028 clip_eps:0.1 entropy:0.5052 +2026-01-08 14:11:31 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3187.16 total_reward_ma:2874.08 loss:0.07012 fps:1392 +frame:5.90e+06 wall_t:4240 t:368750 epi:nan +opt_step:92160 lr:0.0001025 clip_eps:0.1 entropy:0.5001 +2026-01-08 14:11:37 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3228.96 total_reward_ma:2876.52 loss:0.02269 fps:1392 +frame:5.91e+06 wall_t:4246 t:369375 epi:nan +opt_step:92320 lr:0.0001023 clip_eps:0.1 entropy:0.5123 +2026-01-08 14:11:43 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3249.95 total_reward_ma:2878.98 loss:0.02106 fps:1392 +frame:5.92e+06 wall_t:4253 t:370000 epi:nan +opt_step:92480 lr:0.000102 clip_eps:0.1 entropy:0.5335 +2026-01-08 14:11:50 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3246.52 total_reward_ma:2881.54 loss:0.04782 fps:1392 +frame:5.93e+06 wall_t:4259 t:370625 epi:nan +opt_step:92640 lr:0.0001018 clip_eps:0.1 entropy:0.5643 +2026-01-08 14:11:56 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3267.09 total_reward_ma:2884.29 loss:0.03911 fps:1393 +frame:5.94e+06 wall_t:4265 t:371250 epi:nan +opt_step:92800 lr:0.0001015 clip_eps:0.1 entropy:0.4991 +2026-01-08 14:12:02 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3248.38 total_reward_ma:2887.10 loss:0.006914 fps:1393 +frame:5.95e+06 wall_t:4271 t:371875 epi:nan +opt_step:92960 lr:0.0001013 clip_eps:0.1 entropy:0.5414 +2026-01-08 14:12:09 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3235.69 total_reward_ma:2890.03 loss:0.02577 fps:1393 +frame:5.96e+06 wall_t:4278 t:372500 epi:nan +opt_step:93120 lr:0.000101 clip_eps:0.1 entropy:0.5397 +2026-01-08 14:12:15 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3198.99 total_reward_ma:2893.39 loss:0.01289 fps:1394 +frame:5.97e+06 wall_t:4284 t:373125 epi:nan +opt_step:93280 lr:0.0001008 clip_eps:0.1 entropy:0.5422 +2026-01-08 14:12:20 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3176.14 total_reward_ma:2896.73 loss:0.02436 fps:1394 +frame:5.98e+06 wall_t:4290 t:373750 epi:nan +opt_step:93408 lr:0.0001005 clip_eps:0.1 entropy:0.4633 +2026-01-08 14:12:27 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3180.95 total_reward_ma:2900.45 loss:0.03335 fps:1394 +frame:5.99e+06 wall_t:4296 t:374375 epi:nan +opt_step:93568 lr:0.0001003 clip_eps:0.1 entropy:0.5374 +2026-01-08 14:12:33 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3195.58 total_reward_ma:2904.34 loss:0.04311 fps:1394 +frame:6.00e+06 wall_t:4303 t:375000 epi:nan +opt_step:93728 lr:0.0001 clip_eps:0.1 entropy:0.5423 +2026-01-08 14:12:40 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3181.21 total_reward_ma:2908.12 loss:0.06551 fps:1394 +frame:6.01e+06 wall_t:4310 t:375625 epi:nan +opt_step:93888 lr:9.978e-05 clip_eps:0.1 entropy:0.5436 +2026-01-08 14:12:47 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3141.15 total_reward_ma:2911.45 loss:0.07433 fps:1395 +frame:6.02e+06 wall_t:4316 t:376250 epi:nan +opt_step:94048 lr:9.952e-05 clip_eps:0.1 entropy:0.4988 +2026-01-08 14:12:53 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3126.36 total_reward_ma:2914.79 loss:0.02563 fps:1395 +frame:6.03e+06 wall_t:4322 t:376875 epi:nan +opt_step:94208 lr:9.927e-05 clip_eps:0.1 entropy:0.5407 +2026-01-08 14:12:59 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3078.95 total_reward_ma:2917.64 loss:0.08933 fps:1396 +frame:6.04e+06 wall_t:4328 t:377500 epi:nan +opt_step:94368 lr:9.901e-05 clip_eps:0.1 entropy:0.4943 +2026-01-08 14:13:05 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3023.30 total_reward_ma:2919.95 loss:0.03446 fps:1396 +frame:6.05e+06 wall_t:4334 t:378125 epi:nan +opt_step:94528 lr:9.876e-05 clip_eps:0.1 entropy:0.5316 +2026-01-08 14:13:10 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3040.78 total_reward_ma:2922.85 loss:0.06702 fps:1396 +frame:6.06e+06 wall_t:4340 t:378750 epi:nan +opt_step:94656 lr:9.855e-05 clip_eps:0.1 entropy:0.5243 +2026-01-08 14:13:17 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3023.37 total_reward_ma:2925.67 loss:0.06611 fps:1397 +frame:6.07e+06 wall_t:4346 t:379375 epi:nan +opt_step:94816 lr:9.829e-05 clip_eps:0.1 entropy:0.5853 +2026-01-08 14:13:23 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3012.83 total_reward_ma:2928.46 loss:0.05197 fps:1397 +frame:6.08e+06 wall_t:4352 t:380000 epi:nan +opt_step:94976 lr:9.804e-05 clip_eps:0.1 entropy:0.5532 +2026-01-08 14:13:30 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3006.04 total_reward_ma:2931.39 loss:0.03928 fps:1397 +frame:6.09e+06 wall_t:4359 t:380625 epi:nan +opt_step:95136 lr:9.778e-05 clip_eps:0.1 entropy:0.511 +2026-01-08 14:13:36 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2998.84 total_reward_ma:2934.42 loss:0.0212 fps:1397 +frame:6.10e+06 wall_t:4365 t:381250 epi:nan +opt_step:95296 lr:9.753e-05 clip_eps:0.1 entropy:0.5125 +2026-01-08 14:13:43 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2960.90 total_reward_ma:2937.30 loss:0.07542 fps:1398 +frame:6.11e+06 wall_t:4372 t:381875 epi:nan +opt_step:95456 lr:9.727e-05 clip_eps:0.1 entropy:0.5241 +2026-01-08 14:13:49 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2945.76 total_reward_ma:2940.11 loss:0.06177 fps:1398 +frame:6.12e+06 wall_t:4378 t:382500 epi:nan +opt_step:95616 lr:9.701e-05 clip_eps:0.1 entropy:0.5234 +2026-01-08 14:13:55 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2861.06 total_reward_ma:2942.35 loss:0.02275 fps:1398 +frame:6.13e+06 wall_t:4384 t:383125 epi:nan +opt_step:95776 lr:9.676e-05 clip_eps:0.1 entropy:0.546 +2026-01-08 14:14:01 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2817.92 total_reward_ma:2944.62 loss:0.02309 fps:1398 +frame:6.14e+06 wall_t:4391 t:383750 epi:nan +opt_step:95936 lr:9.65e-05 clip_eps:0.1 entropy:0.4972 +2026-01-08 14:14:07 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2766.78 total_reward_ma:2946.51 loss:0.03284 fps:1399 +frame:6.15e+06 wall_t:4397 t:384375 epi:nan +opt_step:96064 lr:9.63e-05 clip_eps:0.1 entropy:0.5549 +2026-01-08 14:14:15 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2715.28 total_reward_ma:2947.94 loss:0.05318 fps:1399 +frame:6.16e+06 wall_t:4404 t:385000 epi:nan +opt_step:96224 lr:9.604e-05 clip_eps:0.1 entropy:0.6051 +2026-01-08 14:14:22 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2694.98 total_reward_ma:2949.14 loss:0.01573 fps:1399 +frame:6.17e+06 wall_t:4411 t:385625 epi:nan +opt_step:96384 lr:9.579e-05 clip_eps:0.1 entropy:0.5677 +2026-01-08 14:14:28 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2716.31 total_reward_ma:2950.47 loss:0.05226 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:0.5631 +2026-01-08 14:14:35 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2708.43 total_reward_ma:2951.76 loss:0.02333 fps:1399 +frame:6.19e+06 wall_t:4424 t:386875 epi:nan +opt_step:96704 lr:9.527e-05 clip_eps:0.1 entropy:0.5372 +2026-01-08 14:14:41 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2687.83 total_reward_ma:2952.80 loss:0.03102 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:0.5205 +2026-01-08 14:14:47 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2694.01 total_reward_ma:2953.89 loss:0.0481 fps:1400 +frame:6.21e+06 wall_t:4436 t:388125 epi:nan +opt_step:97024 lr:9.476e-05 clip_eps:0.1 entropy:0.5369 +2026-01-08 14:14:53 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2686.27 total_reward_ma:2954.95 loss:0.03591 fps:1400 +frame:6.22e+06 wall_t:4442 t:388750 epi:nan +opt_step:97184 lr:9.451e-05 clip_eps:0.1 entropy:0.5624 +2026-01-08 14:14:59 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2671.37 total_reward_ma:2956.38 loss:0.04915 fps:1401 +frame:6.23e+06 wall_t:4448 t:389375 epi:nan +opt_step:97312 lr:9.43e-05 clip_eps:0.1 entropy:0.5634 +2026-01-08 14:15:06 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2703.04 total_reward_ma:2958.24 loss:0.0451 fps:1401 +frame:6.24e+06 wall_t:4455 t:390000 epi:nan +opt_step:97472 lr:9.404e-05 clip_eps:0.1 entropy:0.5779 +2026-01-08 14:15:12 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2690.90 total_reward_ma:2959.75 loss:0.01115 fps:1401 +frame:6.25e+06 wall_t:4461 t:390625 epi:nan +opt_step:97632 lr:9.379e-05 clip_eps:0.1 entropy:0.6318 +2026-01-08 14:15:18 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2684.01 total_reward_ma:2961.43 loss:0.002392 fps:1401 +frame:6.26e+06 wall_t:4467 t:391250 epi:nan +opt_step:97792 lr:9.353e-05 clip_eps:0.1 entropy:0.5561 +2026-01-08 14:15:24 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2664.79 total_reward_ma:2962.57 loss:0.04183 fps:1402 +frame:6.27e+06 wall_t:4473 t:391875 epi:nan +opt_step:97952 lr:9.328e-05 clip_eps:0.1 entropy:0.5465 +2026-01-08 14:15:31 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2641.95 total_reward_ma:2963.52 loss:0.03709 fps:1402 +frame:6.28e+06 wall_t:4480 t:392500 epi:nan +opt_step:98112 lr:9.302e-05 clip_eps:0.1 entropy:0.556 +2026-01-08 14:15:37 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2660.36 total_reward_ma:2964.56 loss:0.0153 fps:1402 +frame:6.29e+06 wall_t:4487 t:393125 epi:nan +opt_step:98272 lr:9.276e-05 clip_eps:0.1 entropy:0.5983 +2026-01-08 14:15:44 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2716.32 total_reward_ma:2965.70 loss:0.01833 fps:1402 +frame:6.30e+06 wall_t:4493 t:393750 epi:nan +opt_step:98432 lr:9.251e-05 clip_eps:0.1 entropy:0.5608 +2026-01-08 14:15:50 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2729.18 total_reward_ma:2966.97 loss:0.02939 fps:1403 +frame:6.31e+06 wall_t:4499 t:394375 epi:nan +opt_step:98592 lr:9.225e-05 clip_eps:0.1 entropy:0.5575 +2026-01-08 14:15:55 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2725.17 total_reward_ma:2967.82 loss:0.02101 fps:1403 +frame:6.32e+06 wall_t:4505 t:395000 epi:nan +opt_step:98720 lr:9.205e-05 clip_eps:0.1 entropy:0.5443 +2026-01-08 14:16:01 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2740.99 total_reward_ma:2968.82 loss:0.03102 fps:1403 +frame:6.33e+06 wall_t:4511 t:395625 epi:nan +opt_step:98880 lr:9.179e-05 clip_eps:0.1 entropy:0.5926 +2026-01-08 14:16:07 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2750.61 total_reward_ma:2969.67 loss:0.02124 fps:1404 +frame:6.34e+06 wall_t:4517 t:396250 epi:nan +opt_step:99040 lr:9.154e-05 clip_eps:0.1 entropy:0.5827 +2026-01-08 14:16:14 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2750.37 total_reward_ma:2970.49 loss:0.0541 fps:1404 +frame:6.35e+06 wall_t:4523 t:396875 epi:nan +opt_step:99200 lr:9.128e-05 clip_eps:0.1 entropy:0.5154 +2026-01-08 14:16:20 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2750.46 total_reward_ma:2970.77 loss:0.05258 fps:1404 +frame:6.36e+06 wall_t:4529 t:397500 epi:nan +opt_step:99360 lr:9.102e-05 clip_eps:0.1 entropy:0.5106 +2026-01-08 14:16:26 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2787.38 total_reward_ma:2971.43 loss:0.04692 fps:1405 +frame:6.37e+06 wall_t:4535 t:398125 epi:nan +opt_step:99520 lr:9.077e-05 clip_eps:0.1 entropy:0.5418 +2026-01-08 14:16:32 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2806.46 total_reward_ma:2971.95 loss:0.04153 fps:1405 +frame:6.38e+06 wall_t:4542 t:398750 epi:nan +opt_step:99680 lr:9.051e-05 clip_eps:0.1 entropy:0.5638 +2026-01-08 14:16:38 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2875.26 total_reward_ma:2973.11 loss:0.04293 fps:1405 +frame:6.39e+06 wall_t:4547 t:399375 epi:nan +opt_step:99840 lr:9.026e-05 clip_eps:0.1 entropy:0.4757 +2026-01-08 14:16:45 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2848.83 total_reward_ma:2973.79 loss:0.06827 fps:1405 +frame:6.40e+06 wall_t:4554 t:400000 epi:nan +opt_step:100000 lr:9e-05 clip_eps:0.1 entropy:0.4966 +2026-01-08 14:16:50 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2855.51 total_reward_ma:2974.57 loss:0.05273 fps:1406 +frame:6.41e+06 wall_t:4559 t:400625 epi:nan +opt_step:100128 lr:8.98e-05 clip_eps:0.1 entropy:0.599 +2026-01-08 14:16:56 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2829.19 total_reward_ma:2975.05 loss:0.02959 fps:1406 +frame:6.42e+06 wall_t:4566 t:401250 epi:nan +opt_step:100288 lr:8.954e-05 clip_eps:0.1 entropy:0.5204 +2026-01-08 14:17:02 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2830.31 total_reward_ma:2975.11 loss:0.02078 fps:1406 +frame:6.43e+06 wall_t:4572 t:401875 epi:nan +opt_step:100448 lr:8.928e-05 clip_eps:0.1 entropy:0.5362 +2026-01-08 14:17:09 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2828.60 total_reward_ma:2974.76 loss:0.03874 fps:1407 +frame:6.44e+06 wall_t:4578 t:402500 epi:nan +opt_step:100608 lr:8.903e-05 clip_eps:0.1 entropy:0.5304 +2026-01-08 14:17:15 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2845.69 total_reward_ma:2974.25 loss:0.05291 fps:1407 +frame:6.45e+06 wall_t:4584 t:403125 epi:nan +opt_step:100768 lr:8.877e-05 clip_eps:0.1 entropy:0.5768 +2026-01-08 14:17:22 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2839.59 total_reward_ma:2973.40 loss:0.005853 fps:1407 +frame:6.46e+06 wall_t:4591 t:403750 epi:nan +opt_step:100928 lr:8.852e-05 clip_eps:0.1 entropy:0.5068 +2026-01-08 14:17:28 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2828.15 total_reward_ma:2972.25 loss:0.01572 fps:1407 +frame:6.47e+06 wall_t:4598 t:404375 epi:nan +opt_step:101088 lr:8.826e-05 clip_eps:0.1 entropy:0.5791 +2026-01-08 14:17:35 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2857.36 total_reward_ma:2970.68 loss:0.02839 fps:1407 +frame:6.48e+06 wall_t:4604 t:405000 epi:nan +opt_step:101248 lr:8.8e-05 clip_eps:0.1 entropy:0.5573 +2026-01-08 14:17:40 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2917.39 total_reward_ma:2969.65 loss:0.05748 fps:1408 +frame:6.49e+06 wall_t:4609 t:405625 epi:nan +opt_step:101376 lr:8.78e-05 clip_eps:0.1 entropy:0.5496 +2026-01-08 14:17:47 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2922.82 total_reward_ma:2968.77 loss:0.02517 fps:1408 +frame:6.50e+06 wall_t:4616 t:406250 epi:nan +opt_step:101536 lr:8.754e-05 clip_eps:0.1 entropy:0.5978 +2026-01-08 14:17:53 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2910.79 total_reward_ma:2966.95 loss:0.06723 fps:1408 +frame:6.51e+06 wall_t:4623 t:406875 epi:nan +opt_step:101696 lr:8.729e-05 clip_eps:0.1 entropy:0.5727 +2026-01-08 14:17:59 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2913.52 total_reward_ma:2965.00 loss:0.03943 fps:1409 +frame:6.52e+06 wall_t:4629 t:407500 epi:nan +opt_step:101856 lr:8.703e-05 clip_eps:0.1 entropy:0.587 +2026-01-08 14:18:05 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2853.57 total_reward_ma:2962.32 loss:0.02079 fps:1409 +frame:6.53e+06 wall_t:4635 t:408125 epi:nan +opt_step:102016 lr:8.677e-05 clip_eps:0.1 entropy:0.5707 +2026-01-08 14:18:12 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2858.97 total_reward_ma:2959.81 loss:0.05653 fps:1409 +frame:6.54e+06 wall_t:4641 t:408750 epi:nan +opt_step:102176 lr:8.652e-05 clip_eps:0.1 entropy:0.5195 +2026-01-08 14:18:18 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2836.51 total_reward_ma:2956.89 loss:0.03711 fps:1410 +frame:6.55e+06 wall_t:4647 t:409375 epi:nan +opt_step:102336 lr:8.626e-05 clip_eps:0.1 entropy:0.5909 +2026-01-08 14:18:24 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2821.91 total_reward_ma:2953.75 loss:0.03927 fps:1410 +frame:6.56e+06 wall_t:4653 t:410000 epi:nan +opt_step:102496 lr:8.601e-05 clip_eps:0.1 entropy:0.5518 +2026-01-08 14:18:30 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2836.39 total_reward_ma:2951.09 loss:0.02596 fps:1410 +frame:6.57e+06 wall_t:4660 t:410625 epi:nan +opt_step:102656 lr:8.575e-05 clip_eps:0.1 entropy:0.5883 +2026-01-08 14:18:36 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2808.37 total_reward_ma:2948.14 loss:0.01967 fps:1411 +frame:6.58e+06 wall_t:4665 t:411250 epi:nan +opt_step:102784 lr:8.555e-05 clip_eps:0.1 entropy:0.533 +2026-01-08 14:18:43 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2832.09 total_reward_ma:2945.59 loss:0.05275 fps:1411 +frame:6.59e+06 wall_t:4672 t:411875 epi:nan +opt_step:102944 lr:8.529e-05 clip_eps:0.1 entropy:0.5566 +2026-01-08 14:18:49 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2769.11 total_reward_ma:2942.36 loss:0.03515 fps:1411 +frame:6.60e+06 wall_t:4678 t:412500 epi:nan +opt_step:103104 lr:8.503e-05 clip_eps:0.1 entropy:0.5822 +2026-01-08 14:18:55 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2778.98 total_reward_ma:2939.30 loss:0.01183 fps:1411 +frame:6.61e+06 wall_t:4684 t:413125 epi:nan +opt_step:103264 lr:8.478e-05 clip_eps:0.1 entropy:0.5529 +2026-01-08 14:19:02 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2789.34 total_reward_ma:2936.74 loss:0.06418 fps:1411 +frame:6.62e+06 wall_t:4691 t:413750 epi:nan +opt_step:103424 lr:8.452e-05 clip_eps:0.1 entropy:0.607 +2026-01-08 14:19:08 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2812.04 total_reward_ma:2934.44 loss:0.02829 fps:1412 +frame:6.63e+06 wall_t:4697 t:414375 epi:nan +opt_step:103584 lr:8.427e-05 clip_eps:0.1 entropy:0.5397 +2026-01-08 14:19:14 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2815.40 total_reward_ma:2931.99 loss:0.02176 fps:1412 +frame:6.64e+06 wall_t:4703 t:415000 epi:nan +opt_step:103744 lr:8.401e-05 clip_eps:0.1 entropy:0.5346 +2026-01-08 14:19:20 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2820.87 total_reward_ma:2929.65 loss:0.04006 fps:1412 +frame:6.65e+06 wall_t:4709 t:415625 epi:nan +opt_step:103904 lr:8.375e-05 clip_eps:0.1 entropy:0.6063 +2026-01-08 14:19:25 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2795.57 total_reward_ma:2927.19 loss:0.02024 fps:1413 +frame:6.66e+06 wall_t:4715 t:416250 epi:nan +opt_step:104032 lr:8.355e-05 clip_eps:0.1 entropy:0.5309 +2026-01-08 14:19:32 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2806.06 total_reward_ma:2924.85 loss:0.05277 fps:1413 +frame:6.67e+06 wall_t:4721 t:416875 epi:nan +opt_step:104192 lr:8.329e-05 clip_eps:0.1 entropy:0.5126 +2026-01-08 14:19:38 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2871.35 total_reward_ma:2923.18 loss:0.03421 fps:1413 +frame:6.68e+06 wall_t:4727 t:417500 epi:nan +opt_step:104352 lr:8.304e-05 clip_eps:0.1 entropy:0.6299 +2026-01-08 14:19:45 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2868.12 total_reward_ma:2921.39 loss:0.02937 fps:1413 +frame:6.69e+06 wall_t:4734 t:418125 epi:nan +opt_step:104512 lr:8.278e-05 clip_eps:0.1 entropy:0.5682 +2026-01-08 14:19:51 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2892.13 total_reward_ma:2919.78 loss:0.008493 fps:1414 +frame:6.70e+06 wall_t:4740 t:418750 epi:nan +opt_step:104672 lr:8.252e-05 clip_eps:0.1 entropy:0.5441 +2026-01-08 14:19:57 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2890.84 total_reward_ma:2918.12 loss:0.03549 fps:1414 +frame:6.71e+06 wall_t:4746 t:419375 epi:nan +opt_step:104832 lr:8.227e-05 clip_eps:0.1 entropy:0.5845 +2026-01-08 14:20:03 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2890.01 total_reward_ma:2916.40 loss:0.02576 fps:1414 +frame:6.72e+06 wall_t:4752 t:420000 epi:nan +opt_step:104992 lr:8.201e-05 clip_eps:0.1 entropy:0.5574 +2026-01-08 14:20:09 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2908.65 total_reward_ma:2914.91 loss:0.03235 fps:1414 +frame:6.73e+06 wall_t:4758 t:420625 epi:nan +opt_step:105152 lr:8.176e-05 clip_eps:0.1 entropy:0.517 +2026-01-08 14:20:16 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2923.92 total_reward_ma:2914.09 loss:0.0356 fps:1414 +frame:6.74e+06 wall_t:4765 t:421250 epi:nan +opt_step:105312 lr:8.15e-05 clip_eps:0.1 entropy:0.5379 +2026-01-08 14:20:21 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2905.35 total_reward_ma:2913.07 loss:0.05703 fps:1415 +frame:6.75e+06 wall_t:4770 t:421875 epi:nan +opt_step:105440 lr:8.13e-05 clip_eps:0.1 entropy:0.581 +2026-01-08 14:20:27 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2880.69 total_reward_ma:2912.00 loss:0.0749 fps:1415 +frame:6.76e+06 wall_t:4776 t:422500 epi:nan +opt_step:105600 lr:8.104e-05 clip_eps:0.1 entropy:0.5744 +2026-01-08 14:20:34 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2922.34 total_reward_ma:2911.09 loss:0.045 fps:1415 +frame:6.77e+06 wall_t:4783 t:423125 epi:nan +opt_step:105760 lr:8.078e-05 clip_eps:0.1 entropy:0.526 +2026-01-08 14:20:41 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2936.63 total_reward_ma:2910.23 loss:0.04197 fps:1415 +frame:6.78e+06 wall_t:4790 t:423750 epi:nan +opt_step:105920 lr:8.053e-05 clip_eps:0.1 entropy:0.5681 +2026-01-08 14:20:48 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2956.66 total_reward_ma:2909.48 loss:0.03517 fps:1415 +frame:6.79e+06 wall_t:4797 t:424375 epi:nan +opt_step:106080 lr:8.027e-05 clip_eps:0.1 entropy:0.5613 +2026-01-08 14:20:54 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2942.52 total_reward_ma:2908.53 loss:0.07815 fps:1416 +frame:6.80e+06 wall_t:4803 t:425000 epi:nan +opt_step:106240 lr:8.002e-05 clip_eps:0.1 entropy:0.5678 +2026-01-08 14:21:00 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2947.60 total_reward_ma:2907.45 loss:0.03783 fps:1416 +frame:6.81e+06 wall_t:4809 t:425625 epi:nan +opt_step:106400 lr:7.976e-05 clip_eps:0.1 entropy:0.5091 +2026-01-08 14:21:06 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2921.24 total_reward_ma:2906.08 loss:0.04212 fps:1416 +frame:6.82e+06 wall_t:4815 t:426250 epi:nan +opt_step:106560 lr:7.95e-05 clip_eps:0.1 entropy:0.5265 +2026-01-08 14:21:12 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2924.08 total_reward_ma:2904.29 loss:0.06202 fps:1417 +frame:6.83e+06 wall_t:4821 t:426875 epi:nan +opt_step:106688 lr:7.93e-05 clip_eps:0.1 entropy:0.5028 +2026-01-08 14:21:18 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2929.02 total_reward_ma:2902.57 loss:0.05324 fps:1417 +frame:6.84e+06 wall_t:4828 t:427500 epi:nan +opt_step:106848 lr:7.904e-05 clip_eps:0.1 entropy:0.5202 +2026-01-08 14:21:25 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2923.47 total_reward_ma:2900.87 loss:-0.0002224 fps:1417 +frame:6.85e+06 wall_t:4834 t:428125 epi:nan +opt_step:107008 lr:7.879e-05 clip_eps:0.1 entropy:0.5505 +2026-01-08 14:21:32 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2960.29 total_reward_ma:2899.31 loss:0.02059 fps:1417 +frame:6.86e+06 wall_t:4841 t:428750 epi:nan +opt_step:107168 lr:7.853e-05 clip_eps:0.1 entropy:0.6018 +2026-01-08 14:21:38 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2950.34 total_reward_ma:2897.61 loss:0.02323 fps:1417 +frame:6.87e+06 wall_t:4847 t:429375 epi:nan +opt_step:107328 lr:7.828e-05 clip_eps:0.1 entropy:0.5857 +2026-01-08 14:21:45 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2959.15 total_reward_ma:2895.90 loss:0.007124 fps:1417 +frame:6.88e+06 wall_t:4854 t:430000 epi:nan +opt_step:107488 lr:7.802e-05 clip_eps:0.1 entropy:0.5503 +2026-01-08 14:21:51 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2950.97 total_reward_ma:2893.71 loss:0.04063 fps:1418 +frame:6.89e+06 wall_t:4860 t:430625 epi:nan +opt_step:107648 lr:7.776e-05 clip_eps:0.1 entropy:0.557 +2026-01-08 14:21:57 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2893.18 total_reward_ma:2890.77 loss:0.04121 fps:1418 +frame:6.90e+06 wall_t:4866 t:431250 epi:nan +opt_step:107808 lr:7.751e-05 clip_eps:0.1 entropy:0.5112 +2026-01-08 14:22:03 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2928.22 total_reward_ma:2887.76 loss:0.0492 fps:1418 +frame:6.91e+06 wall_t:4872 t:431875 epi:nan +opt_step:107968 lr:7.725e-05 clip_eps:0.1 entropy:0.5644 +2026-01-08 14:22:08 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3004.60 total_reward_ma:2885.31 loss:0.03728 fps:1419 +frame:6.92e+06 wall_t:4878 t:432500 epi:nan +opt_step:108096 lr:7.705e-05 clip_eps:0.1 entropy:0.6078 +2026-01-08 14:22:15 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2957.32 total_reward_ma:2882.41 loss:0.05362 fps:1419 +frame:6.93e+06 wall_t:4884 t:433125 epi:nan +opt_step:108256 lr:7.679e-05 clip_eps:0.1 entropy:0.5813 +2026-01-08 14:22:21 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2959.02 total_reward_ma:2879.33 loss:0.03602 fps:1419 +frame:6.94e+06 wall_t:4890 t:433750 epi:nan +opt_step:108416 lr:7.653e-05 clip_eps:0.1 entropy:0.5564 +2026-01-08 14:22:28 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2951.94 total_reward_ma:2876.37 loss:0.04895 fps:1419 +frame:6.95e+06 wall_t:4897 t:434375 epi:nan +opt_step:108576 lr:7.628e-05 clip_eps:0.1 entropy:0.5789 +2026-01-08 14:22:35 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2982.76 total_reward_ma:2873.84 loss:0.07432 fps:1419 +frame:6.96e+06 wall_t:4904 t:435000 epi:nan +opt_step:108736 lr:7.602e-05 clip_eps:0.1 entropy:0.5607 +2026-01-08 14:22:41 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2968.31 total_reward_ma:2871.53 loss:0.04081 fps:1419 +frame:6.97e+06 wall_t:4911 t:435625 epi:nan +opt_step:108896 lr:7.577e-05 clip_eps:0.1 entropy:0.5219 +2026-01-08 14:22:48 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2977.07 total_reward_ma:2869.54 loss:0.02807 fps:1420 +frame:6.98e+06 wall_t:4917 t:436250 epi:nan +opt_step:109056 lr:7.551e-05 clip_eps:0.1 entropy:0.4718 +2026-01-08 14:22:55 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3016.10 total_reward_ma:2867.89 loss:0.00817 fps:1420 +frame:6.99e+06 wall_t:4924 t:436875 epi:nan +opt_step:109216 lr:7.525e-05 clip_eps:0.1 entropy:0.5501 +2026-01-08 14:23:00 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2986.95 total_reward_ma:2865.81 loss:0.07243 fps:1420 +frame:7.00e+06 wall_t:4930 t:437500 epi:nan +opt_step:109344 lr:7.505e-05 clip_eps:0.1 entropy:0.5906 +2026-01-08 14:23:06 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:2981.44 total_reward_ma:2863.81 loss:0.02129 fps:1420 +frame:7.01e+06 wall_t:4935 t:438125 epi:nan +opt_step:109504 lr:7.479e-05 clip_eps:0.1 entropy:0.4959 +2026-01-08 14:23:13 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3025.66 total_reward_ma:2862.65 loss:0.03561 fps:1420 +frame:7.02e+06 wall_t:4942 t:438750 epi:nan +opt_step:109664 lr:7.454e-05 clip_eps:0.1 entropy:0.5209 +2026-01-08 14:23:20 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3042.87 total_reward_ma:2861.82 loss:0.04515 fps:1420 +frame:7.03e+06 wall_t:4949 t:439375 epi:nan +opt_step:109824 lr:7.428e-05 clip_eps:0.1 entropy:0.5308 +2026-01-08 14:23:26 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3085.79 total_reward_ma:2861.89 loss:0.03018 fps:1421 +frame:7.04e+06 wall_t:4955 t:440000 epi:nan +opt_step:109984 lr:7.403e-05 clip_eps:0.1 entropy:0.5321 +2026-01-08 14:23:32 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3120.91 total_reward_ma:2862.86 loss:-0.003589 fps:1421 +frame:7.05e+06 wall_t:4961 t:440625 epi:nan +opt_step:110144 lr:7.377e-05 clip_eps:0.1 entropy:0.5317 +2026-01-08 14:23:38 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3113.93 total_reward_ma:2863.60 loss:0.04769 fps:1421 +frame:7.06e+06 wall_t:4967 t:441250 epi:nan +opt_step:110304 lr:7.351e-05 clip_eps:0.1 entropy:0.5021 +2026-01-08 14:23:44 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3141.51 total_reward_ma:2864.78 loss:0.005441 fps:1422 +frame:7.07e+06 wall_t:4973 t:441875 epi:nan +opt_step:110464 lr:7.326e-05 clip_eps:0.1 entropy:0.5228 +2026-01-08 14:23:50 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3148.13 total_reward_ma:2866.13 loss:0.02675 fps:1422 +frame:7.08e+06 wall_t:4979 t:442500 epi:nan +opt_step:110624 lr:7.3e-05 clip_eps:0.1 entropy:0.5534 +2026-01-08 14:23:56 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3143.74 total_reward_ma:2867.51 loss:0.02956 fps:1422 +frame:7.09e+06 wall_t:4985 t:443125 epi:nan +opt_step:110752 lr:7.28e-05 clip_eps:0.1 entropy:0.5795 +2026-01-08 14:24:02 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3161.43 total_reward_ma:2869.13 loss:0.02988 fps:1423 +frame:7.10e+06 wall_t:4991 t:443750 epi:nan +opt_step:110912 lr:7.254e-05 clip_eps:0.1 entropy:0.5471 +2026-01-08 14:24:08 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3235.74 total_reward_ma:2871.88 loss:0.02978 fps:1423 +frame:7.11e+06 wall_t:4998 t:444375 epi:nan +opt_step:111072 lr:7.228e-05 clip_eps:0.1 entropy:0.5726 +2026-01-08 14:24:15 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3230.14 total_reward_ma:2874.73 loss:0.05081 fps:1423 +frame:7.12e+06 wall_t:5004 t:445000 epi:nan +opt_step:111232 lr:7.203e-05 clip_eps:0.1 entropy:0.5279 +2026-01-08 14:24:21 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3275.00 total_reward_ma:2878.86 loss:0.0192 fps:1423 +frame:7.13e+06 wall_t:5010 t:445625 epi:nan +opt_step:111392 lr:7.177e-05 clip_eps:0.1 entropy:0.5169 +2026-01-08 14:24:27 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3278.68 total_reward_ma:2883.47 loss:0.04991 fps:1423 +frame:7.14e+06 wall_t:5016 t:446250 epi:nan +opt_step:111552 lr:7.152e-05 clip_eps:0.1 entropy:0.5764 +2026-01-08 14:24:33 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3290.60 total_reward_ma:2888.71 loss:0.05294 fps:1424 +frame:7.15e+06 wall_t:5022 t:446875 epi:nan +opt_step:111712 lr:7.126e-05 clip_eps:0.1 entropy:0.6075 +2026-01-08 14:24:39 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3267.36 total_reward_ma:2894.23 loss:0.01272 fps:1424 +frame:7.16e+06 wall_t:5029 t:447500 epi:nan +opt_step:111872 lr:7.1e-05 clip_eps:0.1 entropy:0.5406 +2026-01-08 14:24:45 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3267.19 total_reward_ma:2899.95 loss:0.03328 fps:1424 +frame:7.17e+06 wall_t:5034 t:448125 epi:nan +opt_step:112000 lr:7.08e-05 clip_eps:0.1 entropy:0.5559 +2026-01-08 14:24:51 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3284.30 total_reward_ma:2905.63 loss:0.008742 fps:1425 +frame:7.18e+06 wall_t:5040 t:448750 epi:nan +opt_step:112160 lr:7.054e-05 clip_eps:0.1 entropy:0.5182 +2026-01-08 14:24:57 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3287.39 total_reward_ma:2911.42 loss:0.05714 fps:1425 +frame:7.19e+06 wall_t:5047 t:449375 epi:nan +opt_step:112320 lr:7.029e-05 clip_eps:0.1 entropy:0.5027 +2026-01-08 14:25:04 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3341.06 total_reward_ma:2917.96 loss:0.02447 fps:1425 +frame:7.20e+06 wall_t:5053 t:450000 epi:nan +opt_step:112480 lr:7.003e-05 clip_eps:0.1 entropy:0.5053 +2026-01-08 14:25:10 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3321.60 total_reward_ma:2924.23 loss:0.003179 fps:1425 +frame:7.21e+06 wall_t:5059 t:450625 epi:nan +opt_step:112640 lr:6.978e-05 clip_eps:0.1 entropy:0.5336 +2026-01-08 14:25:16 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3316.82 total_reward_ma:2930.54 loss:0.02313 fps:1425 +frame:7.22e+06 wall_t:5065 t:451250 epi:nan +opt_step:112800 lr:6.952e-05 clip_eps:0.1 entropy:0.5221 +2026-01-08 14:25:23 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3349.71 total_reward_ma:2937.32 loss:0.01958 fps:1425 +frame:7.23e+06 wall_t:5073 t:451875 epi:nan +opt_step:112960 lr:6.926e-05 clip_eps:0.1 entropy:0.6061 +2026-01-08 14:25:30 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3351.02 total_reward_ma:2943.80 loss:0.03007 fps:1425 +frame:7.24e+06 wall_t:5079 t:452500 epi:nan +opt_step:113120 lr:6.901e-05 clip_eps:0.1 entropy:0.5572 +2026-01-08 14:25:37 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3372.88 total_reward_ma:2950.62 loss:0.01095 fps:1425 +frame:7.25e+06 wall_t:5086 t:453125 epi:nan +opt_step:113280 lr:6.875e-05 clip_eps:0.1 entropy:0.5359 +2026-01-08 14:25:43 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3394.27 total_reward_ma:2957.72 loss:0.03864 fps:1426 +frame:7.26e+06 wall_t:5092 t:453750 epi:nan +opt_step:113408 lr:6.855e-05 clip_eps:0.1 entropy:0.5296 +2026-01-08 14:25:49 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3413.26 total_reward_ma:2965.21 loss:0.04579 fps:1426 +frame:7.27e+06 wall_t:5099 t:454375 epi:nan +opt_step:113568 lr:6.829e-05 clip_eps:0.1 entropy:0.5299 +2026-01-08 14:25:56 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3461.36 total_reward_ma:2973.40 loss:0.04846 fps:1426 +frame:7.28e+06 wall_t:5106 t:455000 epi:nan +opt_step:113728 lr:6.804e-05 clip_eps:0.1 entropy:0.5394 +2026-01-08 14:26:03 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3496.15 total_reward_ma:2981.76 loss:0.03181 fps:1426 +frame:7.29e+06 wall_t:5112 t:455625 epi:nan +opt_step:113888 lr:6.778e-05 clip_eps:0.1 entropy:0.534 +2026-01-08 14:26:10 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3493.60 total_reward_ma:2989.53 loss:0.02144 fps:1426 +frame:7.30e+06 wall_t:5119 t:456250 epi:nan +opt_step:114048 lr:6.752e-05 clip_eps:0.1 entropy:0.5107 +2026-01-08 14:26:16 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3489.56 total_reward_ma:2997.14 loss:0.05079 fps:1426 +frame:7.31e+06 wall_t:5125 t:456875 epi:nan +opt_step:114208 lr:6.727e-05 clip_eps:0.1 entropy:0.5579 +2026-01-08 14:26:22 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3506.38 total_reward_ma:3004.95 loss:0.06507 fps:1427 +frame:7.32e+06 wall_t:5131 t:457500 epi:nan +opt_step:114368 lr:6.701e-05 clip_eps:0.1 entropy:0.5294 +2026-01-08 14:26:28 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3486.28 total_reward_ma:3012.40 loss:0.05513 fps:1427 +frame:7.33e+06 wall_t:5137 t:458125 epi:nan +opt_step:114528 lr:6.676e-05 clip_eps:0.1 entropy:0.5519 +2026-01-08 14:26:34 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3492.23 total_reward_ma:3019.82 loss:0.004971 fps:1427 +frame:7.34e+06 wall_t:5143 t:458750 epi:nan +opt_step:114656 lr:6.655e-05 clip_eps:0.1 entropy:0.5448 +2026-01-08 14:26:40 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3492.61 total_reward_ma:3027.24 loss:0.03931 fps:1427 +frame:7.35e+06 wall_t:5149 t:459375 epi:nan +opt_step:114816 lr:6.629e-05 clip_eps:0.1 entropy:0.5222 +2026-01-08 14:26:46 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3547.14 total_reward_ma:3035.21 loss:0.003435 fps:1428 +frame:7.36e+06 wall_t:5155 t:460000 epi:nan +opt_step:114976 lr:6.604e-05 clip_eps:0.1 entropy:0.5111 +2026-01-08 14:26:52 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3533.82 total_reward_ma:3042.67 loss:0.0317 fps:1428 +frame:7.37e+06 wall_t:5162 t:460625 epi:nan +opt_step:115136 lr:6.578e-05 clip_eps:0.1 entropy:0.5154 +2026-01-08 14:26:59 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3533.49 total_reward_ma:3049.94 loss:0.01785 fps:1428 +frame:7.38e+06 wall_t:5168 t:461250 epi:nan +opt_step:115296 lr:6.553e-05 clip_eps:0.1 entropy:0.6003 +2026-01-08 14:27:05 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3617.87 total_reward_ma:3057.37 loss:0.05141 fps:1428 +frame:7.39e+06 wall_t:5174 t:461875 epi:nan +opt_step:115456 lr:6.527e-05 clip_eps:0.1 entropy:0.5634 +2026-01-08 14:27:11 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3604.96 total_reward_ma:3064.93 loss:0.03693 fps:1429 +frame:7.40e+06 wall_t:5180 t:462500 epi:nan +opt_step:115616 lr:6.501e-05 clip_eps:0.1 entropy:0.565 +2026-01-08 14:27:17 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3622.46 total_reward_ma:3072.60 loss:0.04576 fps:1429 +frame:7.41e+06 wall_t:5187 t:463125 epi:nan +opt_step:115776 lr:6.476e-05 clip_eps:0.1 entropy:0.5626 +2026-01-08 14:27:24 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3660.77 total_reward_ma:3080.91 loss:0.02198 fps:1429 +frame:7.42e+06 wall_t:5193 t:463750 epi:nan +opt_step:115936 lr:6.45e-05 clip_eps:0.1 entropy:0.5255 +2026-01-08 14:27:30 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3677.51 total_reward_ma:3089.39 loss:0.01958 fps:1429 +frame:7.43e+06 wall_t:5199 t:464375 epi:nan +opt_step:116064 lr:6.43e-05 clip_eps:0.1 entropy:0.5494 +2026-01-08 14:27:36 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3667.80 total_reward_ma:3097.78 loss:0.03435 fps:1429 +frame:7.44e+06 wall_t:5205 t:465000 epi:nan +opt_step:116224 lr:6.404e-05 clip_eps:0.1 entropy:0.5665 +2026-01-08 14:27:42 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3643.00 total_reward_ma:3105.75 loss:0.02913 fps:1430 +frame:7.45e+06 wall_t:5211 t:465625 epi:nan +opt_step:116384 lr:6.379e-05 clip_eps:0.1 entropy:0.5298 +2026-01-08 14:27:48 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3663.61 total_reward_ma:3113.99 loss:0.06165 fps:1430 +frame:7.46e+06 wall_t:5217 t:466250 epi:nan +opt_step:116544 lr:6.353e-05 clip_eps:0.1 entropy:0.555 +2026-01-08 14:27:54 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3626.58 total_reward_ma:3121.98 loss:0.0247 fps:1430 +frame:7.47e+06 wall_t:5223 t:466875 epi:nan +opt_step:116704 lr:6.327e-05 clip_eps:0.1 entropy:0.6008 +2026-01-08 14:28:00 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3631.17 total_reward_ma:3129.71 loss:0.011 fps:1430 +frame:7.48e+06 wall_t:5229 t:467500 epi:nan +opt_step:116864 lr:6.302e-05 clip_eps:0.1 entropy:0.5421 +2026-01-08 14:28:06 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3660.22 total_reward_ma:3137.14 loss:0.05751 fps:1431 +frame:7.49e+06 wall_t:5235 t:468125 epi:nan +opt_step:117024 lr:6.276e-05 clip_eps:0.1 entropy:0.574 +2026-01-08 14:28:12 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3659.18 total_reward_ma:3144.50 loss:0.01049 fps:1431 +frame:7.50e+06 wall_t:5241 t:468750 epi:nan +opt_step:117184 lr:6.251e-05 clip_eps:0.1 entropy:0.511 +2026-01-08 14:28:17 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3657.50 total_reward_ma:3151.97 loss:0.06125 fps:1431 +frame:7.51e+06 wall_t:5247 t:469375 epi:nan +opt_step:117312 lr:6.23e-05 clip_eps:0.1 entropy:0.4901 +2026-01-08 14:28:24 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3653.76 total_reward_ma:3159.37 loss:0.03405 fps:1432 +frame:7.52e+06 wall_t:5253 t:470000 epi:nan +opt_step:117472 lr:6.204e-05 clip_eps:0.1 entropy:0.5672 +2026-01-08 14:28:30 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3631.17 total_reward_ma:3167.15 loss:0.03187 fps:1432 +frame:7.53e+06 wall_t:5259 t:470625 epi:nan +opt_step:117632 lr:6.179e-05 clip_eps:0.1 entropy:0.5329 +2026-01-08 14:28:37 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3630.23 total_reward_ma:3174.86 loss:0.04918 fps:1432 +frame:7.54e+06 wall_t:5266 t:471250 epi:nan +opt_step:117792 lr:6.153e-05 clip_eps:0.1 entropy:0.5257 +2026-01-08 14:28:43 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3640.70 total_reward_ma:3182.90 loss:0.02496 fps:1432 +frame:7.55e+06 wall_t:5272 t:471875 epi:nan +opt_step:117952 lr:6.128e-05 clip_eps:0.1 entropy:0.5616 +2026-01-08 14:28:49 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3614.08 total_reward_ma:3190.83 loss:0.06766 fps:1432 +frame:7.56e+06 wall_t:5278 t:472500 epi:nan +opt_step:118112 lr:6.102e-05 clip_eps:0.1 entropy:0.5549 +2026-01-08 14:28:55 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3598.79 total_reward_ma:3198.45 loss:0.04588 fps:1433 +frame:7.57e+06 wall_t:5284 t:473125 epi:nan +opt_step:118272 lr:6.076e-05 clip_eps:0.1 entropy:0.5684 +2026-01-08 14:29:01 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3584.00 total_reward_ma:3206.21 loss:0.03109 fps:1433 +frame:7.58e+06 wall_t:5290 t:473750 epi:nan +opt_step:118432 lr:6.051e-05 clip_eps:0.1 entropy:0.5208 +2026-01-08 14:29:07 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3560.51 total_reward_ma:3213.49 loss:0.05268 fps:1433 +frame:7.59e+06 wall_t:5296 t:474375 epi:nan +opt_step:118592 lr:6.025e-05 clip_eps:0.1 entropy:0.5146 +2026-01-08 14:29:13 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3610.51 total_reward_ma:3221.91 loss:0.05487 fps:1433 +frame:7.60e+06 wall_t:5302 t:475000 epi:nan +opt_step:118720 lr:6.005e-05 clip_eps:0.1 entropy:0.4995 +2026-01-08 14:29:20 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3567.21 total_reward_ma:3229.79 loss:0.04234 fps:1433 +frame:7.61e+06 wall_t:5309 t:475625 epi:nan +opt_step:118880 lr:5.979e-05 clip_eps:0.1 entropy:0.4965 +2026-01-08 14:29:26 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3554.12 total_reward_ma:3237.44 loss:0.04597 fps:1433 +frame:7.62e+06 wall_t:5316 t:476250 epi:nan +opt_step:119040 lr:5.954e-05 clip_eps:0.1 entropy:0.5645 +2026-01-08 14:29:33 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3545.43 total_reward_ma:3244.77 loss:0.01323 fps:1434 +frame:7.63e+06 wall_t:5322 t:476875 epi:nan +opt_step:119200 lr:5.928e-05 clip_eps:0.1 entropy:0.5401 +2026-01-08 14:29:39 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3508.27 total_reward_ma:3251.70 loss:0.0542 fps:1434 +frame:7.64e+06 wall_t:5328 t:477500 epi:nan +opt_step:119360 lr:5.902e-05 clip_eps:0.1 entropy:0.611 +2026-01-08 14:29:46 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3525.70 total_reward_ma:3258.75 loss:0.00312 fps:1434 +frame:7.65e+06 wall_t:5335 t:478125 epi:nan +opt_step:119520 lr:5.877e-05 clip_eps:0.1 entropy:0.564 +2026-01-08 14:29:53 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3529.65 total_reward_ma:3266.09 loss:0.05434 fps:1434 +frame:7.66e+06 wall_t:5342 t:478750 epi:nan +opt_step:119680 lr:5.851e-05 clip_eps:0.1 entropy:0.4925 +2026-01-08 14:30:00 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3536.93 total_reward_ma:3273.40 loss:0.05813 fps:1434 +frame:7.67e+06 wall_t:5349 t:479375 epi:nan +opt_step:119840 lr:5.826e-05 clip_eps:0.1 entropy:0.5567 +2026-01-08 14:30:06 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3485.34 total_reward_ma:3279.54 loss:0.04601 fps:1434 +frame:7.68e+06 wall_t:5355 t:480000 epi:nan +opt_step:120000 lr:5.8e-05 clip_eps:0.1 entropy:0.5595 +2026-01-08 14:30:11 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3507.40 total_reward_ma:3285.93 loss:0.04709 fps:1434 +frame:7.69e+06 wall_t:5361 t:480625 epi:nan +opt_step:120128 lr:5.78e-05 clip_eps:0.1 entropy:0.5135 +2026-01-08 14:30:18 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3475.91 total_reward_ma:3291.77 loss:0.01428 fps:1435 +frame:7.70e+06 wall_t:5367 t:481250 epi:nan +opt_step:120288 lr:5.754e-05 clip_eps:0.1 entropy:0.5734 +2026-01-08 14:30:25 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3463.34 total_reward_ma:3297.49 loss:0.03375 fps:1435 +frame:7.71e+06 wall_t:5374 t:481875 epi:nan +opt_step:120448 lr:5.728e-05 clip_eps:0.1 entropy:0.4814 +2026-01-08 14:30:32 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3465.49 total_reward_ma:3303.25 loss:0.03474 fps:1435 +frame:7.72e+06 wall_t:5381 t:482500 epi:nan +opt_step:120608 lr:5.703e-05 clip_eps:0.1 entropy:0.5381 +2026-01-08 14:30:38 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3482.54 total_reward_ma:3308.99 loss:0.05114 fps:1435 +frame:7.73e+06 wall_t:5387 t:483125 epi:nan +opt_step:120768 lr:5.677e-05 clip_eps:0.1 entropy:0.52 +2026-01-08 14:30:44 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3506.79 total_reward_ma:3314.81 loss:0.0466 fps:1435 +frame:7.74e+06 wall_t:5393 t:483750 epi:nan +opt_step:120928 lr:5.652e-05 clip_eps:0.1 entropy:0.5299 +2026-01-08 14:30:50 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3551.71 total_reward_ma:3321.28 loss:0.05144 fps:1435 +frame:7.75e+06 wall_t:5399 t:484375 epi:nan +opt_step:121088 lr:5.626e-05 clip_eps:0.1 entropy:0.5493 +2026-01-08 14:30:56 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3527.61 total_reward_ma:3327.75 loss:0.0602 fps:1435 +frame:7.76e+06 wall_t:5406 t:485000 epi:nan +opt_step:121248 lr:5.6e-05 clip_eps:0.1 entropy:0.5531 +2026-01-08 14:31:02 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3550.17 total_reward_ma:3334.02 loss:0.02705 fps:1436 +frame:7.77e+06 wall_t:5411 t:485625 epi:nan +opt_step:121376 lr:5.58e-05 clip_eps:0.1 entropy:0.5422 +2026-01-08 14:31:08 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3547.04 total_reward_ma:3340.13 loss:0.02951 fps:1436 +frame:7.78e+06 wall_t:5417 t:486250 epi:nan +opt_step:121536 lr:5.554e-05 clip_eps:0.1 entropy:0.5273 +2026-01-08 14:31:15 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3546.01 total_reward_ma:3346.02 loss:0.03154 fps:1436 +frame:7.79e+06 wall_t:5424 t:486875 epi:nan +opt_step:121696 lr:5.529e-05 clip_eps:0.1 entropy:0.6034 +2026-01-08 14:31:21 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3521.46 total_reward_ma:3351.81 loss:0.06338 fps:1436 +frame:7.80e+06 wall_t:5430 t:487500 epi:nan +opt_step:121856 lr:5.503e-05 clip_eps:0.1 entropy:0.5601 +2026-01-08 14:31:28 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3485.38 total_reward_ma:3357.19 loss:0.0304 fps:1436 +frame:7.81e+06 wall_t:5437 t:488125 epi:nan +opt_step:122016 lr:5.477e-05 clip_eps:0.1 entropy:0.6197 +2026-01-08 14:31:34 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3502.90 total_reward_ma:3363.01 loss:0.04602 fps:1437 +frame:7.82e+06 wall_t:5443 t:488750 epi:nan +opt_step:122176 lr:5.452e-05 clip_eps:0.1 entropy:0.5908 +2026-01-08 14:31:40 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3477.17 total_reward_ma:3368.54 loss:0.03557 fps:1437 +frame:7.83e+06 wall_t:5449 t:489375 epi:nan +opt_step:122336 lr:5.426e-05 clip_eps:0.1 entropy:0.5266 +2026-01-08 14:31:46 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3478.44 total_reward_ma:3374.03 loss:0.02291 fps:1437 +frame:7.84e+06 wall_t:5455 t:490000 epi:nan +opt_step:122496 lr:5.401e-05 clip_eps:0.1 entropy:0.5338 +2026-01-08 14:31:52 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3434.24 total_reward_ma:3379.14 loss:0.0008829 fps:1437 +frame:7.85e+06 wall_t:5461 t:490625 epi:nan +opt_step:122656 lr:5.375e-05 clip_eps:0.1 entropy:0.5492 +2026-01-08 14:31:58 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3433.09 total_reward_ma:3383.87 loss:-0.0004005 fps:1438 +frame:7.86e+06 wall_t:5467 t:491250 epi:nan +opt_step:122784 lr:5.355e-05 clip_eps:0.1 entropy:0.5507 +2026-01-08 14:32:05 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3435.17 total_reward_ma:3388.72 loss:0.06631 fps:1438 +frame:7.87e+06 wall_t:5474 t:491875 epi:nan +opt_step:122944 lr:5.329e-05 clip_eps:0.1 entropy:0.6384 +2026-01-08 14:32:11 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3483.49 total_reward_ma:3393.96 loss:0.03272 fps:1438 +frame:7.88e+06 wall_t:5480 t:492500 epi:nan +opt_step:123104 lr:5.303e-05 clip_eps:0.1 entropy:0.5892 +2026-01-08 14:32:17 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3544.02 total_reward_ma:3399.89 loss:0.04811 fps:1438 +frame:7.89e+06 wall_t:5486 t:493125 epi:nan +opt_step:123264 lr:5.278e-05 clip_eps:0.1 entropy:0.6255 +2026-01-08 14:32:23 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3587.09 total_reward_ma:3406.83 loss:0.03622 fps:1438 +frame:7.90e+06 wall_t:5492 t:493750 epi:nan +opt_step:123424 lr:5.252e-05 clip_eps:0.1 entropy:0.5546 +2026-01-08 14:32:29 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3642.44 total_reward_ma:3413.97 loss:0.01262 fps:1438 +frame:7.91e+06 wall_t:5499 t:494375 epi:nan +opt_step:123584 lr:5.227e-05 clip_eps:0.1 entropy:0.5663 +2026-01-08 14:32:36 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3582.97 total_reward_ma:3419.75 loss:0.0414 fps:1439 +frame:7.92e+06 wall_t:5505 t:495000 epi:nan +opt_step:123744 lr:5.201e-05 clip_eps:0.1 entropy:0.4918 +2026-01-08 14:32:42 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3585.82 total_reward_ma:3426.04 loss:0.001653 fps:1439 +frame:7.93e+06 wall_t:5511 t:495625 epi:nan +opt_step:123904 lr:5.175e-05 clip_eps:0.1 entropy:0.5909 +2026-01-08 14:32:47 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3604.92 total_reward_ma:3432.50 loss:0.002497 fps:1439 +frame:7.94e+06 wall_t:5517 t:496250 epi:nan +opt_step:124032 lr:5.155e-05 clip_eps:0.1 entropy:0.5661 +2026-01-08 14:32:54 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3641.26 total_reward_ma:3439.39 loss:0.04654 fps:1439 +frame:7.95e+06 wall_t:5523 t:496875 epi:nan +opt_step:124192 lr:5.129e-05 clip_eps:0.1 entropy:0.5501 +2026-01-08 14:33:00 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3687.61 total_reward_ma:3446.44 loss:0.02357 fps:1440 +frame:7.96e+06 wall_t:5529 t:497500 epi:nan +opt_step:124352 lr:5.104e-05 clip_eps:0.1 entropy:0.5446 +2026-01-08 14:33:07 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3770.74 total_reward_ma:3454.46 loss:0.06015 fps:1440 +frame:7.97e+06 wall_t:5536 t:498125 epi:nan +opt_step:124512 lr:5.078e-05 clip_eps:0.1 entropy:0.5352 +2026-01-08 14:33:14 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3794.74 total_reward_ma:3462.64 loss:0.02631 fps:1440 +frame:7.98e+06 wall_t:5543 t:498750 epi:nan +opt_step:124672 lr:5.052e-05 clip_eps:0.1 entropy:0.5188 +2026-01-08 14:33:20 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3800.21 total_reward_ma:3470.48 loss:0.0207 fps:1440 +frame:7.99e+06 wall_t:5549 t:499375 epi:nan +opt_step:124832 lr:5.027e-05 clip_eps:0.1 entropy:0.5434 +2026-01-08 14:33:26 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3817.31 total_reward_ma:3478.79 loss:0.01264 fps:1440 +frame:8.00e+06 wall_t:5556 t:500000 epi:nan +opt_step:124992 lr:5.001e-05 clip_eps:0.1 entropy:0.5852 +2026-01-08 14:33:33 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3808.19 total_reward_ma:3487.05 loss:0.06153 fps:1440 +frame:8.01e+06 wall_t:5562 t:500625 epi:nan +opt_step:125152 lr:4.976e-05 clip_eps:0.1 entropy:0.602 +2026-01-08 14:33:39 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3803.49 total_reward_ma:3494.83 loss:0.02903 fps:1440 +frame:8.02e+06 wall_t:5568 t:501250 epi:nan +opt_step:125312 lr:4.95e-05 clip_eps:0.1 entropy:0.5852 +2026-01-08 14:33:46 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3835.10 total_reward_ma:3502.75 loss:0.01425 fps:1440 +frame:8.03e+06 wall_t:5575 t:501875 epi:nan +opt_step:125440 lr:4.93e-05 clip_eps:0.1 entropy:0.5425 +2026-01-08 14:33:52 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3858.52 total_reward_ma:3510.48 loss:0.03973 fps:1441 +frame:8.04e+06 wall_t:5581 t:502500 epi:nan +opt_step:125600 lr:4.904e-05 clip_eps:0.1 entropy:0.5285 +2026-01-08 14:33:58 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3842.99 total_reward_ma:3517.70 loss:0.03347 fps:1441 +frame:8.05e+06 wall_t:5588 t:503125 epi:nan +opt_step:125760 lr:4.878e-05 clip_eps:0.1 entropy:0.4929 +2026-01-08 14:34:05 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3806.29 total_reward_ma:3524.63 loss:0.05691 fps:1441 +frame:8.06e+06 wall_t:5594 t:503750 epi:nan +opt_step:125920 lr:4.853e-05 clip_eps:0.1 entropy:0.6191 +2026-01-08 14:34:11 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3807.30 total_reward_ma:3531.28 loss:0.04217 fps:1441 +frame:8.07e+06 wall_t:5600 t:504375 epi:nan +opt_step:126080 lr:4.827e-05 clip_eps:0.1 entropy:0.5672 +2026-01-08 14:34:17 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3800.25 total_reward_ma:3537.80 loss:0.03992 fps:1441 +frame:8.08e+06 wall_t:5606 t:505000 epi:nan +opt_step:126240 lr:4.802e-05 clip_eps:0.1 entropy:0.5431 +2026-01-08 14:34:23 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3808.75 total_reward_ma:3544.45 loss:0.05089 fps:1441 +frame:8.09e+06 wall_t:5613 t:505625 epi:nan +opt_step:126400 lr:4.776e-05 clip_eps:0.1 entropy:0.5714 +2026-01-08 14:34:30 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3796.47 total_reward_ma:3550.80 loss:0.02851 fps:1442 +frame:8.10e+06 wall_t:5619 t:506250 epi:nan +opt_step:126560 lr:4.75e-05 clip_eps:0.1 entropy:0.558 +2026-01-08 14:34:36 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3849.44 total_reward_ma:3556.94 loss:0.0142 fps:1442 +frame:8.11e+06 wall_t:5625 t:506875 epi:nan +opt_step:126688 lr:4.73e-05 clip_eps:0.1 entropy:0.524 +2026-01-08 14:34:42 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3853.71 total_reward_ma:3563.18 loss:0.03782 fps:1442 +frame:8.12e+06 wall_t:5631 t:507500 epi:nan +opt_step:126848 lr:4.704e-05 clip_eps:0.1 entropy:0.5357 +2026-01-08 14:34:48 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3865.12 total_reward_ma:3569.08 loss:0.01821 fps:1442 +frame:8.13e+06 wall_t:5637 t:508125 epi:nan +opt_step:127008 lr:4.679e-05 clip_eps:0.1 entropy:0.5966 +2026-01-08 14:34:54 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3864.68 total_reward_ma:3574.94 loss:0.01443 fps:1442 +frame:8.14e+06 wall_t:5644 t:508750 epi:nan +opt_step:127168 lr:4.653e-05 clip_eps:0.1 entropy:0.574 +2026-01-08 14:35:00 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3949.00 total_reward_ma:3581.52 loss:0.03317 fps:1442 +frame:8.15e+06 wall_t:5650 t:509375 epi:nan +opt_step:127328 lr:4.628e-05 clip_eps:0.1 entropy:0.5402 +2026-01-08 14:35:06 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3913.52 total_reward_ma:3587.98 loss:0.04316 fps:1443 +frame:8.16e+06 wall_t:5656 t:510000 epi:nan +opt_step:127488 lr:4.602e-05 clip_eps:0.1 entropy:0.6211 +2026-01-08 14:35:13 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3925.21 total_reward_ma:3594.56 loss:0.03677 fps:1443 +frame:8.17e+06 wall_t:5662 t:510625 epi:nan +opt_step:127648 lr:4.576e-05 clip_eps:0.1 entropy:0.6212 +2026-01-08 14:35:19 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3965.42 total_reward_ma:3601.38 loss:0.04354 fps:1443 +frame:8.18e+06 wall_t:5669 t:511250 epi:nan +opt_step:127808 lr:4.551e-05 clip_eps:0.1 entropy:0.5903 +2026-01-08 14:35:26 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3963.99 total_reward_ma:3608.14 loss:0.009213 fps:1443 +frame:8.19e+06 wall_t:5675 t:511875 epi:nan +opt_step:127968 lr:4.525e-05 clip_eps:0.1 entropy:0.5299 +2026-01-08 14:35:32 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3968.39 total_reward_ma:3614.42 loss:0.03333 fps:1443 +frame:8.20e+06 wall_t:5681 t:512500 epi:nan +opt_step:128096 lr:4.505e-05 clip_eps:0.1 entropy:0.5337 +2026-01-08 14:35:38 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3902.64 total_reward_ma:3620.23 loss:0.00473 fps:1443 +frame:8.21e+06 wall_t:5688 t:513125 epi:nan +opt_step:128256 lr:4.479e-05 clip_eps:0.1 entropy:0.5253 +2026-01-08 14:35:45 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3914.47 total_reward_ma:3626.20 loss:0.0462 fps:1444 +frame:8.22e+06 wall_t:5694 t:513750 epi:nan +opt_step:128416 lr:4.453e-05 clip_eps:0.1 entropy:0.5562 +2026-01-08 14:35:52 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3800.98 total_reward_ma:3630.71 loss:0.02931 fps:1444 +frame:8.23e+06 wall_t:5701 t:514375 epi:nan +opt_step:128576 lr:4.428e-05 clip_eps:0.1 entropy:0.5223 +2026-01-08 14:35:58 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3752.02 total_reward_ma:3634.72 loss:0.02272 fps:1444 +frame:8.24e+06 wall_t:5707 t:515000 epi:nan +opt_step:128736 lr:4.402e-05 clip_eps:0.1 entropy:0.5834 +2026-01-08 14:36:05 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3726.84 total_reward_ma:3638.26 loss:0.0258 fps:1444 +frame:8.25e+06 wall_t:5714 t:515625 epi:nan +opt_step:128896 lr:4.377e-05 clip_eps:0.1 entropy:0.5653 +2026-01-08 14:36:11 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3761.52 total_reward_ma:3641.94 loss:0.0564 fps:1444 +frame:8.26e+06 wall_t:5720 t:516250 epi:nan +opt_step:129056 lr:4.351e-05 clip_eps:0.1 entropy:0.6356 +2026-01-08 14:36:17 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3758.87 total_reward_ma:3645.39 loss:0.03113 fps:1444 +frame:8.27e+06 wall_t:5726 t:516875 epi:nan +opt_step:129216 lr:4.325e-05 clip_eps:0.1 entropy:0.5722 +2026-01-08 14:36:23 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3821.91 total_reward_ma:3649.00 loss:0.05324 fps:1445 +frame:8.28e+06 wall_t:5732 t:517500 epi:nan +opt_step:129344 lr:4.305e-05 clip_eps:0.1 entropy:0.6124 +2026-01-08 14:36:29 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3862.43 total_reward_ma:3652.66 loss:0.03928 fps:1445 +frame:8.29e+06 wall_t:5738 t:518125 epi:nan +opt_step:129504 lr:4.279e-05 clip_eps:0.1 entropy:0.5523 +2026-01-08 14:36:35 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3885.65 total_reward_ma:3656.58 loss:0.02377 fps:1445 +frame:8.30e+06 wall_t:5744 t:518750 epi:nan +opt_step:129664 lr:4.254e-05 clip_eps:0.1 entropy:0.5975 +2026-01-08 14:36:42 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3885.65 total_reward_ma:3660.54 loss:0.0229 fps:1445 +frame:8.31e+06 wall_t:5752 t:519375 epi:nan +opt_step:129824 lr:4.228e-05 clip_eps:0.1 entropy:0.5534 +2026-01-08 14:36:49 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3802.18 total_reward_ma:3663.50 loss:0.05102 fps:1445 +frame:8.32e+06 wall_t:5759 t:520000 epi:nan +opt_step:129984 lr:4.203e-05 clip_eps:0.1 entropy:0.5708 +2026-01-08 14:36:56 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3857.87 total_reward_ma:3667.22 loss:0.0201 fps:1445 +frame:8.33e+06 wall_t:5765 t:520625 epi:nan +opt_step:130144 lr:4.177e-05 clip_eps:0.1 entropy:0.4885 +2026-01-08 14:37:02 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3898.52 total_reward_ma:3671.28 loss:0.02405 fps:1445 +frame:8.34e+06 wall_t:5771 t:521250 epi:nan +opt_step:130304 lr:4.151e-05 clip_eps:0.1 entropy:0.5462 +2026-01-08 14:37:09 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3902.11 total_reward_ma:3675.38 loss:0.03703 fps:1445 +frame:8.35e+06 wall_t:5778 t:521875 epi:nan +opt_step:130464 lr:4.126e-05 clip_eps:0.1 entropy:0.5711 +2026-01-08 14:37:15 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3905.63 total_reward_ma:3678.96 loss:0.01981 fps:1445 +frame:8.36e+06 wall_t:5784 t:522500 epi:nan +opt_step:130624 lr:4.1e-05 clip_eps:0.1 entropy:0.5185 +2026-01-08 14:37:21 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3902.06 total_reward_ma:3682.64 loss:0.01596 fps:1446 +frame:8.37e+06 wall_t:5790 t:523125 epi:nan +opt_step:130752 lr:4.08e-05 clip_eps:0.1 entropy:0.5403 +2026-01-08 14:37:27 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3899.00 total_reward_ma:3686.30 loss:0.03102 fps:1446 +frame:8.38e+06 wall_t:5797 t:523750 epi:nan +opt_step:130912 lr:4.054e-05 clip_eps:0.1 entropy:0.6081 +2026-01-08 14:37:33 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3901.00 total_reward_ma:3689.13 loss:0.05297 fps:1446 +frame:8.39e+06 wall_t:5803 t:524375 epi:nan +opt_step:131072 lr:4.028e-05 clip_eps:0.1 entropy:0.5883 +2026-01-08 14:37:39 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3904.62 total_reward_ma:3692.12 loss:0.0643 fps:1446 +frame:8.40e+06 wall_t:5809 t:525000 epi:nan +opt_step:131232 lr:4.003e-05 clip_eps:0.1 entropy:0.5731 +2026-01-08 14:37:46 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3903.48 total_reward_ma:3694.93 loss:0.0234 fps:1446 +frame:8.41e+06 wall_t:5815 t:525625 epi:nan +opt_step:131392 lr:3.977e-05 clip_eps:0.1 entropy:0.5784 +2026-01-08 14:37:52 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3937.38 total_reward_ma:3697.70 loss:0.05938 fps:1446 +frame:8.42e+06 wall_t:5822 t:526250 epi:nan +opt_step:131552 lr:3.952e-05 clip_eps:0.1 entropy:0.5486 +2026-01-08 14:37:58 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3916.12 total_reward_ma:3700.09 loss:0.06357 fps:1447 +frame:8.43e+06 wall_t:5827 t:526875 epi:nan +opt_step:131712 lr:3.926e-05 clip_eps:0.1 entropy:0.5294 +2026-01-08 14:38:04 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3895.64 total_reward_ma:3702.37 loss:0.001949 fps:1447 +frame:8.44e+06 wall_t:5834 t:527500 epi:nan +opt_step:131872 lr:3.9e-05 clip_eps:0.1 entropy:0.539 +2026-01-08 14:38:10 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3813.77 total_reward_ma:3704.07 loss:0.04093 fps:1447 +frame:8.45e+06 wall_t:5839 t:528125 epi:nan +opt_step:132000 lr:3.88e-05 clip_eps:0.1 entropy:0.5378 +2026-01-08 14:38:16 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3813.65 total_reward_ma:3705.57 loss:0.01164 fps:1447 +frame:8.46e+06 wall_t:5845 t:528750 epi:nan +opt_step:132160 lr:3.854e-05 clip_eps:0.1 entropy:0.5811 +2026-01-08 14:38:22 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3743.95 total_reward_ma:3706.75 loss:0.006496 fps:1448 +frame:8.47e+06 wall_t:5851 t:529375 epi:nan +opt_step:132320 lr:3.829e-05 clip_eps:0.1 entropy:0.5731 +2026-01-08 14:38:28 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3836.03 total_reward_ma:3708.80 loss:0.05004 fps:1448 +frame:8.48e+06 wall_t:5857 t:530000 epi:nan +opt_step:132480 lr:3.803e-05 clip_eps:0.1 entropy:0.5549 +2026-01-08 14:38:34 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3835.84 total_reward_ma:3710.55 loss:0.02684 fps:1448 +frame:8.49e+06 wall_t:5863 t:530625 epi:nan +opt_step:132640 lr:3.778e-05 clip_eps:0.1 entropy:0.5535 +2026-01-08 14:38:41 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3828.02 total_reward_ma:3712.24 loss:0.00339 fps:1448 +frame:8.50e+06 wall_t:5870 t:531250 epi:nan +opt_step:132800 lr:3.752e-05 clip_eps:0.1 entropy:0.5659 +2026-01-08 14:38:47 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3851.57 total_reward_ma:3714.18 loss:0.0376 fps:1448 +frame:8.51e+06 wall_t:5877 t:531875 epi:nan +opt_step:132960 lr:3.726e-05 clip_eps:0.1 entropy:0.5123 +2026-01-08 14:38:54 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3870.63 total_reward_ma:3716.35 loss:0.04039 fps:1448 +frame:8.52e+06 wall_t:5883 t:532500 epi:nan +opt_step:133120 lr:3.701e-05 clip_eps:0.1 entropy:0.5527 +2026-01-08 14:39:00 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3835.73 total_reward_ma:3718.40 loss:0.01166 fps:1448 +frame:8.53e+06 wall_t:5889 t:533125 epi:nan +opt_step:133280 lr:3.675e-05 clip_eps:0.1 entropy:0.5617 +2026-01-08 14:39:05 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3724.37 total_reward_ma:3719.34 loss:0.04463 fps:1449 +frame:8.54e+06 wall_t:5895 t:533750 epi:nan +opt_step:133408 lr:3.655e-05 clip_eps:0.1 entropy:0.4763 +2026-01-08 14:39:12 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3722.48 total_reward_ma:3720.15 loss:0.02374 fps:1449 +frame:8.55e+06 wall_t:5901 t:534375 epi:nan +opt_step:133568 lr:3.629e-05 clip_eps:0.1 entropy:0.5817 +2026-01-08 14:39:18 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3673.46 total_reward_ma:3720.75 loss:0.04758 fps:1449 +frame:8.56e+06 wall_t:5907 t:535000 epi:nan +opt_step:133728 lr:3.604e-05 clip_eps:0.1 entropy:0.5657 +2026-01-08 14:39:24 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3634.66 total_reward_ma:3721.11 loss:0.07203 fps:1449 +frame:8.57e+06 wall_t:5913 t:535625 epi:nan +opt_step:133888 lr:3.578e-05 clip_eps:0.1 entropy:0.5563 +2026-01-08 14:39:31 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3606.49 total_reward_ma:3721.33 loss:0.05416 fps:1449 +frame:8.58e+06 wall_t:5920 t:536250 epi:nan +opt_step:134048 lr:3.552e-05 clip_eps:0.1 entropy:0.5826 +2026-01-08 14:39:38 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3623.42 total_reward_ma:3721.96 loss:0.01454 fps:1449 +frame:8.59e+06 wall_t:5927 t:536875 epi:nan +opt_step:134208 lr:3.527e-05 clip_eps:0.1 entropy:0.5898 +2026-01-08 14:39:44 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3567.61 total_reward_ma:3721.53 loss:0.03237 fps:1450 +frame:8.60e+06 wall_t:5933 t:537500 epi:nan +opt_step:134368 lr:3.501e-05 clip_eps:0.1 entropy:0.5582 +2026-01-08 14:39:51 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3574.39 total_reward_ma:3721.60 loss:0.02555 fps:1449 +frame:8.61e+06 wall_t:5940 t:538125 epi:nan +opt_step:134528 lr:3.476e-05 clip_eps:0.1 entropy:0.5236 +2026-01-08 14:39:57 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3574.81 total_reward_ma:3721.81 loss:0.02206 fps:1450 +frame:8.62e+06 wall_t:5946 t:538750 epi:nan +opt_step:134656 lr:3.455e-05 clip_eps:0.1 entropy:0.6141 +2026-01-08 14:40:04 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3604.41 total_reward_ma:3722.40 loss:0.05689 fps:1450 +frame:8.63e+06 wall_t:5953 t:539375 epi:nan +opt_step:134816 lr:3.429e-05 clip_eps:0.1 entropy:0.658 +2026-01-08 14:40:11 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3611.14 total_reward_ma:3723.43 loss:0.05251 fps:1450 +frame:8.64e+06 wall_t:5960 t:540000 epi:nan +opt_step:134976 lr:3.404e-05 clip_eps:0.1 entropy:0.5715 +2026-01-08 14:40:17 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3692.57 total_reward_ma:3725.10 loss:0.02359 fps:1450 +frame:8.65e+06 wall_t:5966 t:540625 epi:nan +opt_step:135136 lr:3.378e-05 clip_eps:0.1 entropy:0.6453 +2026-01-08 14:40:23 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3776.61 total_reward_ma:3727.57 loss:0.01657 fps:1450 +frame:8.66e+06 wall_t:5972 t:541250 epi:nan +opt_step:135296 lr:3.353e-05 clip_eps:0.1 entropy:0.589 +2026-01-08 14:40:29 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3823.13 total_reward_ma:3730.43 loss:0.04032 fps:1450 +frame:8.67e+06 wall_t:5978 t:541875 epi:nan +opt_step:135456 lr:3.327e-05 clip_eps:0.1 entropy:0.557 +2026-01-08 14:40:36 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3817.49 total_reward_ma:3733.75 loss:0.01281 fps:1450 +frame:8.68e+06 wall_t:5985 t:542500 epi:nan +opt_step:135616 lr:3.301e-05 clip_eps:0.1 entropy:0.5743 +2026-01-08 14:40:43 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3779.28 total_reward_ma:3736.47 loss:0.0354 fps:1450 +frame:8.69e+06 wall_t:5992 t:543125 epi:nan +opt_step:135776 lr:3.276e-05 clip_eps:0.1 entropy:0.5833 +2026-01-08 14:40:49 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3773.07 total_reward_ma:3739.44 loss:0.04476 fps:1450 +frame:8.70e+06 wall_t:5998 t:543750 epi:nan +opt_step:135936 lr:3.25e-05 clip_eps:0.1 entropy:0.6131 +2026-01-08 14:40:55 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3732.33 total_reward_ma:3742.13 loss:0.07398 fps:1451 +frame:8.71e+06 wall_t:6004 t:544375 epi:nan +opt_step:136064 lr:3.23e-05 clip_eps:0.1 entropy:0.6038 +2026-01-08 14:41:01 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3752.48 total_reward_ma:3745.00 loss:0.02574 fps:1451 +frame:8.72e+06 wall_t:6010 t:545000 epi:nan +opt_step:136224 lr:3.204e-05 clip_eps:0.1 entropy:0.6147 +2026-01-08 14:41:08 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3753.93 total_reward_ma:3747.72 loss:0.02429 fps:1451 +frame:8.73e+06 wall_t:6017 t:545625 epi:nan +opt_step:136384 lr:3.179e-05 clip_eps:0.1 entropy:0.6198 +2026-01-08 14:41:14 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3765.92 total_reward_ma:3750.31 loss:0.006417 fps:1451 +frame:8.74e+06 wall_t:6023 t:546250 epi:nan +opt_step:136544 lr:3.153e-05 clip_eps:0.1 entropy:0.5659 +2026-01-08 14:41:20 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3725.96 total_reward_ma:3752.05 loss:0.05097 fps:1451 +frame:8.75e+06 wall_t:6029 t:546875 epi:nan +opt_step:136704 lr:3.127e-05 clip_eps:0.1 entropy:0.5566 +2026-01-08 14:41:26 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3722.81 total_reward_ma:3754.00 loss:0.02574 fps:1452 +frame:8.76e+06 wall_t:6035 t:547500 epi:nan +opt_step:136864 lr:3.102e-05 clip_eps:0.1 entropy:0.5734 +2026-01-08 14:41:32 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3734.17 total_reward_ma:3755.84 loss:0.02447 fps:1452 +frame:8.77e+06 wall_t:6042 t:548125 epi:nan +opt_step:137024 lr:3.076e-05 clip_eps:0.1 entropy:0.6024 +2026-01-08 14:41:39 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3739.49 total_reward_ma:3757.77 loss:0.03911 fps:1452 +frame:8.78e+06 wall_t:6048 t:548750 epi:nan +opt_step:137184 lr:3.051e-05 clip_eps:0.1 entropy:0.6237 +2026-01-08 14:41:44 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3810.45 total_reward_ma:3760.41 loss:0.04886 fps:1452 +frame:8.79e+06 wall_t:6053 t:549375 epi:nan +opt_step:137312 lr:3.03e-05 clip_eps:0.1 entropy:0.6229 +2026-01-08 14:41:51 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3791.12 total_reward_ma:3763.11 loss:0.003814 fps:1452 +frame:8.80e+06 wall_t:6060 t:550000 epi:nan +opt_step:137472 lr:3.004e-05 clip_eps:0.1 entropy:0.613 +2026-01-08 14:41:57 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3791.65 total_reward_ma:3766.17 loss:0.03252 fps:1452 +frame:8.81e+06 wall_t:6066 t:550625 epi:nan +opt_step:137632 lr:2.979e-05 clip_eps:0.1 entropy:0.6133 +2026-01-08 14:42:04 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3791.65 total_reward_ma:3769.06 loss:0.04229 fps:1452 +frame:8.82e+06 wall_t:6073 t:551250 epi:nan +opt_step:137792 lr:2.953e-05 clip_eps:0.1 entropy:0.6376 +2026-01-08 14:42:10 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3887.00 total_reward_ma:3773.16 loss:0.03444 fps:1453 +frame:8.83e+06 wall_t:6079 t:551875 epi:nan +opt_step:137952 lr:2.928e-05 clip_eps:0.1 entropy:0.5554 +2026-01-08 14:42:17 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3847.53 total_reward_ma:3776.85 loss:0.02364 fps:1453 +frame:8.84e+06 wall_t:6086 t:552500 epi:nan +opt_step:138112 lr:2.902e-05 clip_eps:0.1 entropy:0.6162 +2026-01-08 14:42:23 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3852.96 total_reward_ma:3781.03 loss:0.02911 fps:1453 +frame:8.85e+06 wall_t:6092 t:553125 epi:nan +opt_step:138272 lr:2.876e-05 clip_eps:0.1 entropy:0.649 +2026-01-08 14:42:29 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3885.31 total_reward_ma:3785.56 loss:0.01613 fps:1453 +frame:8.86e+06 wall_t:6098 t:553750 epi:nan +opt_step:138432 lr:2.851e-05 clip_eps:0.1 entropy:0.5616 +2026-01-08 14:42:35 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:3917.36 total_reward_ma:3790.38 loss:0.01994 fps:1453 +frame:8.87e+06 wall_t:6104 t:554375 epi:nan +opt_step:138592 lr:2.825e-05 clip_eps:0.1 entropy:0.5881 +2026-01-08 14:42:41 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4049.84 total_reward_ma:3796.04 loss:0.01527 fps:1453 +frame:8.88e+06 wall_t:6110 t:555000 epi:nan +opt_step:138720 lr:2.805e-05 clip_eps:0.1 entropy:0.6227 +2026-01-08 14:42:47 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4043.60 total_reward_ma:3801.04 loss:0.02625 fps:1454 +frame:8.89e+06 wall_t:6116 t:555625 epi:nan +opt_step:138880 lr:2.779e-05 clip_eps:0.1 entropy:0.5694 +2026-01-08 14:42:54 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4038.78 total_reward_ma:3805.55 loss:0.02163 fps:1453 +frame:8.90e+06 wall_t:6124 t:556250 epi:nan +opt_step:139040 lr:2.754e-05 clip_eps:0.1 entropy:0.6152 +2026-01-08 14:43:00 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4094.38 total_reward_ma:3810.07 loss:0.0285 fps:1454 +frame:8.91e+06 wall_t:6130 t:556875 epi:nan +opt_step:139200 lr:2.728e-05 clip_eps:0.1 entropy:0.6489 +2026-01-08 14:43:07 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4180.39 total_reward_ma:3816.05 loss:0.06164 fps:1454 +frame:8.92e+06 wall_t:6136 t:557500 epi:nan +opt_step:139360 lr:2.702e-05 clip_eps:0.1 entropy:0.5888 +2026-01-08 14:43:13 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4194.85 total_reward_ma:3822.14 loss:0.06594 fps:1454 +frame:8.93e+06 wall_t:6143 t:558125 epi:nan +opt_step:139520 lr:2.677e-05 clip_eps:0.1 entropy:0.6205 +2026-01-08 14:43:20 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4180.33 total_reward_ma:3827.89 loss:0.06363 fps:1454 +frame:8.94e+06 wall_t:6149 t:558750 epi:nan +opt_step:139680 lr:2.651e-05 clip_eps:0.1 entropy:0.546 +2026-01-08 14:43:27 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4127.57 total_reward_ma:3832.75 loss:0.04137 fps:1454 +frame:8.95e+06 wall_t:6156 t:559375 epi:nan +opt_step:139840 lr:2.626e-05 clip_eps:0.1 entropy:0.6366 +2026-01-08 14:43:34 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4010.89 total_reward_ma:3835.99 loss:0.06686 fps:1454 +frame:8.96e+06 wall_t:6163 t:560000 epi:nan +opt_step:140000 lr:2.6e-05 clip_eps:0.1 entropy:0.6244 +2026-01-08 14:43:39 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4012.87 total_reward_ma:3838.41 loss:0.03691 fps:1454 +frame:8.97e+06 wall_t:6168 t:560625 epi:nan +opt_step:140128 lr:2.58e-05 clip_eps:0.1 entropy:0.5428 +2026-01-08 14:43:45 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4012.87 total_reward_ma:3840.59 loss:0.01059 fps:1454 +frame:8.98e+06 wall_t:6175 t:561250 epi:nan +opt_step:140288 lr:2.554e-05 clip_eps:0.1 entropy:0.5905 +2026-01-08 14:43:52 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4023.57 total_reward_ma:3842.82 loss:0.01185 fps:1454 +frame:8.99e+06 wall_t:6181 t:561875 epi:nan +opt_step:140448 lr:2.528e-05 clip_eps:0.1 entropy:0.5673 +2026-01-08 14:43:58 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4050.45 total_reward_ma:3845.16 loss:0.05973 fps:1455 +frame:9.00e+06 wall_t:6187 t:562500 epi:nan +opt_step:140608 lr:2.503e-05 clip_eps:0.1 entropy:0.6187 +2026-01-08 14:44:05 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4042.24 total_reward_ma:3847.50 loss:0.02613 fps:1455 +frame:9.01e+06 wall_t:6194 t:563125 epi:nan +opt_step:140768 lr:2.477e-05 clip_eps:0.1 entropy:0.5914 +2026-01-08 14:44:11 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4084.42 total_reward_ma:3850.30 loss:0.01914 fps:1455 +frame:9.02e+06 wall_t:6201 t:563750 epi:nan +opt_step:140928 lr:2.452e-05 clip_eps:0.1 entropy:0.5407 +2026-01-08 14:44:18 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4084.42 total_reward_ma:3852.80 loss:0.006165 fps:1455 +frame:9.03e+06 wall_t:6207 t:564375 epi:nan +opt_step:141088 lr:2.426e-05 clip_eps:0.1 entropy:0.6459 +2026-01-08 14:44:24 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4093.94 total_reward_ma:3855.15 loss:0.04226 fps:1455 +frame:9.04e+06 wall_t:6214 t:565000 epi:nan +opt_step:141248 lr:2.4e-05 clip_eps:0.1 entropy:0.5944 +2026-01-08 14:44:30 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4140.25 total_reward_ma:3858.12 loss:0.02384 fps:1455 +frame:9.05e+06 wall_t:6219 t:565625 epi:nan +opt_step:141376 lr:2.38e-05 clip_eps:0.1 entropy:0.6739 +2026-01-08 14:44:36 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4151.89 total_reward_ma:3861.58 loss:0.01879 fps:1455 +frame:9.06e+06 wall_t:6225 t:566250 epi:nan +opt_step:141536 lr:2.354e-05 clip_eps:0.1 entropy:0.627 +2026-01-08 14:44:42 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4209.17 total_reward_ma:3865.60 loss:0.02476 fps:1455 +frame:9.07e+06 wall_t:6232 t:566875 epi:nan +opt_step:141696 lr:2.329e-05 clip_eps:0.1 entropy:0.6105 +2026-01-08 14:44:48 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4206.76 total_reward_ma:3869.66 loss:0.006056 fps:1456 +frame:9.08e+06 wall_t:6238 t:567500 epi:nan +opt_step:141856 lr:2.303e-05 clip_eps:0.1 entropy:0.6283 +2026-01-08 14:44:55 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4175.08 total_reward_ma:3873.33 loss:0.03569 fps:1456 +frame:9.09e+06 wall_t:6244 t:568125 epi:nan +opt_step:142016 lr:2.277e-05 clip_eps:0.1 entropy:0.6035 +2026-01-08 14:45:01 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4153.78 total_reward_ma:3876.90 loss:0.04688 fps:1456 +frame:9.10e+06 wall_t:6250 t:568750 epi:nan +opt_step:142176 lr:2.252e-05 clip_eps:0.1 entropy:0.574 +2026-01-08 14:45:07 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4159.10 total_reward_ma:3880.00 loss:0.01964 fps:1456 +frame:9.11e+06 wall_t:6257 t:569375 epi:nan +opt_step:142336 lr:2.226e-05 clip_eps:0.1 entropy:0.6104 +2026-01-08 14:45:14 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4219.03 total_reward_ma:3883.65 loss:0.02957 fps:1456 +frame:9.12e+06 wall_t:6263 t:570000 epi:nan +opt_step:142496 lr:2.201e-05 clip_eps:0.1 entropy:0.6172 +2026-01-08 14:45:21 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4256.11 total_reward_ma:3887.56 loss:0.04363 fps:1456 +frame:9.13e+06 wall_t:6270 t:570625 epi:nan +opt_step:142656 lr:2.175e-05 clip_eps:0.1 entropy:0.5672 +2026-01-08 14:45:27 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4314.21 total_reward_ma:3892.06 loss:0.02534 fps:1456 +frame:9.14e+06 wall_t:6276 t:571250 epi:nan +opt_step:142784 lr:2.155e-05 clip_eps:0.1 entropy:0.5926 +2026-01-08 14:45:33 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4336.96 total_reward_ma:3895.94 loss:0.02358 fps:1457 +frame:9.15e+06 wall_t:6282 t:571875 epi:nan +opt_step:142944 lr:2.129e-05 clip_eps:0.1 entropy:0.6294 +2026-01-08 14:45:39 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4312.76 total_reward_ma:3899.93 loss:0.03922 fps:1457 +frame:9.16e+06 wall_t:6288 t:572500 epi:nan +opt_step:143104 lr:2.103e-05 clip_eps:0.1 entropy:0.5586 +2026-01-08 14:45:45 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4260.05 total_reward_ma:3903.28 loss:0.02605 fps:1457 +frame:9.17e+06 wall_t:6294 t:573125 epi:nan +opt_step:143264 lr:2.078e-05 clip_eps:0.1 entropy:0.5672 +2026-01-08 14:45:51 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4216.64 total_reward_ma:3905.79 loss:0.007736 fps:1457 +frame:9.18e+06 wall_t:6300 t:573750 epi:nan +opt_step:143424 lr:2.052e-05 clip_eps:0.1 entropy:0.6071 +2026-01-08 14:45:57 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4166.73 total_reward_ma:3907.82 loss:0.02626 fps:1457 +frame:9.19e+06 wall_t:6306 t:574375 epi:nan +opt_step:143584 lr:2.027e-05 clip_eps:0.1 entropy:0.6193 +2026-01-08 14:46:04 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4169.98 total_reward_ma:3909.83 loss:0.02044 fps:1457 +frame:9.20e+06 wall_t:6313 t:575000 epi:nan +opt_step:143744 lr:2.001e-05 clip_eps:0.1 entropy:0.656 +2026-01-08 14:46:10 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4101.70 total_reward_ma:3911.82 loss:0.01409 fps:1458 +frame:9.21e+06 wall_t:6319 t:575625 epi:nan +opt_step:143904 lr:1.975e-05 clip_eps:0.1 entropy:0.615 +2026-01-08 14:46:16 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4103.43 total_reward_ma:3913.71 loss:0.04248 fps:1458 +frame:9.22e+06 wall_t:6325 t:576250 epi:nan +opt_step:144032 lr:1.955e-05 clip_eps:0.1 entropy:0.6377 +2026-01-08 14:46:22 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4112.02 total_reward_ma:3916.82 loss:0.03505 fps:1458 +frame:9.23e+06 wall_t:6332 t:576875 epi:nan +opt_step:144192 lr:1.929e-05 clip_eps:0.1 entropy:0.6137 +2026-01-08 14:46:29 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4066.32 total_reward_ma:3919.97 loss:0.02289 fps:1458 +frame:9.24e+06 wall_t:6338 t:577500 epi:nan +opt_step:144352 lr:1.904e-05 clip_eps:0.1 entropy:0.5732 +2026-01-08 14:46:35 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4073.35 total_reward_ma:3923.43 loss:0.01682 fps:1458 +frame:9.25e+06 wall_t:6345 t:578125 epi:nan +opt_step:144512 lr:1.878e-05 clip_eps:0.1 entropy:0.5851 +2026-01-08 14:46:42 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4139.19 total_reward_ma:3927.21 loss:0.02078 fps:1458 +frame:9.26e+06 wall_t:6351 t:578750 epi:nan +opt_step:144672 lr:1.852e-05 clip_eps:0.1 entropy:0.5742 +2026-01-08 14:46:48 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4142.66 total_reward_ma:3931.04 loss:0.03914 fps:1458 +frame:9.27e+06 wall_t:6357 t:579375 epi:nan +opt_step:144832 lr:1.827e-05 clip_eps:0.1 entropy:0.606 +2026-01-08 14:46:54 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4227.11 total_reward_ma:3935.10 loss:0.03308 fps:1458 +frame:9.28e+06 wall_t:6364 t:580000 epi:nan +opt_step:144992 lr:1.801e-05 clip_eps:0.1 entropy:0.5657 +2026-01-08 14:47:01 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4266.34 total_reward_ma:3939.14 loss:0.04741 fps:1458 +frame:9.29e+06 wall_t:6370 t:580625 epi:nan +opt_step:145152 lr:1.776e-05 clip_eps:0.1 entropy:0.5706 +2026-01-08 14:47:07 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4282.81 total_reward_ma:3943.11 loss:0.02958 fps:1459 +frame:9.30e+06 wall_t:6376 t:581250 epi:nan +opt_step:145312 lr:1.75e-05 clip_eps:0.1 entropy:0.5911 +2026-01-08 14:47:13 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4281.75 total_reward_ma:3947.07 loss:0.0232 fps:1459 +frame:9.31e+06 wall_t:6382 t:581875 epi:nan +opt_step:145440 lr:1.73e-05 clip_eps:0.1 entropy:0.6376 +2026-01-08 14:47:19 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4285.70 total_reward_ma:3951.90 loss:0.01075 fps:1459 +frame:9.32e+06 wall_t:6389 t:582500 epi:nan +opt_step:145600 lr:1.704e-05 clip_eps:0.1 entropy:0.5878 +2026-01-08 14:47:26 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4335.39 total_reward_ma:3956.68 loss:0.04682 fps:1459 +frame:9.33e+06 wall_t:6395 t:583125 epi:nan +opt_step:145760 lr:1.678e-05 clip_eps:0.1 entropy:0.5998 +2026-01-08 14:47:32 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4319.75 total_reward_ma:3960.89 loss:0.03259 fps:1459 +frame:9.34e+06 wall_t:6401 t:583750 epi:nan +opt_step:145920 lr:1.653e-05 clip_eps:0.1 entropy:0.5863 +2026-01-08 14:47:38 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4340.83 total_reward_ma:3965.28 loss:0.02993 fps:1459 +frame:9.35e+06 wall_t:6407 t:584375 epi:nan +opt_step:146080 lr:1.627e-05 clip_eps:0.1 entropy:0.6483 +2026-01-08 14:47:45 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4354.17 total_reward_ma:3969.76 loss:0.03572 fps:1459 +frame:9.36e+06 wall_t:6414 t:585000 epi:nan +opt_step:146240 lr:1.602e-05 clip_eps:0.1 entropy:0.582 +2026-01-08 14:47:51 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4340.15 total_reward_ma:3974.15 loss:0.05348 fps:1460 +frame:9.37e+06 wall_t:6420 t:585625 epi:nan +opt_step:146400 lr:1.576e-05 clip_eps:0.1 entropy:0.5703 +2026-01-08 14:47:57 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4354.45 total_reward_ma:3978.70 loss:0.04943 fps:1459 +frame:9.38e+06 wall_t:6427 t:586250 epi:nan +opt_step:146560 lr:1.55e-05 clip_eps:0.1 entropy:0.5738 +2026-01-08 14:48:03 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4334.71 total_reward_ma:3983.04 loss:0.05215 fps:1460 +frame:9.39e+06 wall_t:6432 t:586875 epi:nan +opt_step:146688 lr:1.53e-05 clip_eps:0.1 entropy:0.6056 +2026-01-08 14:48:09 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4285.14 total_reward_ma:3986.84 loss:0.05108 fps:1460 +frame:9.40e+06 wall_t:6438 t:587500 epi:nan +opt_step:146848 lr:1.504e-05 clip_eps:0.1 entropy:0.6795 +2026-01-08 14:48:15 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4318.77 total_reward_ma:3991.00 loss:0.02373 fps:1460 +frame:9.41e+06 wall_t:6444 t:588125 epi:nan +opt_step:147008 lr:1.479e-05 clip_eps:0.1 entropy:0.5901 +2026-01-08 14:48:21 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4279.64 total_reward_ma:3994.42 loss:0.02089 fps:1460 +frame:9.42e+06 wall_t:6450 t:588750 epi:nan +opt_step:147168 lr:1.453e-05 clip_eps:0.1 entropy:0.5951 +2026-01-08 14:48:27 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4248.57 total_reward_ma:3997.74 loss:0.03439 fps:1460 +frame:9.43e+06 wall_t:6457 t:589375 epi:nan +opt_step:147328 lr:1.428e-05 clip_eps:0.1 entropy:0.6044 +2026-01-08 14:48:34 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4311.57 total_reward_ma:4001.90 loss:0.03208 fps:1461 +frame:9.44e+06 wall_t:6463 t:590000 epi:nan +opt_step:147488 lr:1.402e-05 clip_eps:0.1 entropy:0.5821 +2026-01-08 14:48:40 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4258.52 total_reward_ma:4006.35 loss:0.01625 fps:1461 +frame:9.45e+06 wall_t:6469 t:590625 epi:nan +opt_step:147648 lr:1.376e-05 clip_eps:0.1 entropy:0.5905 +2026-01-08 14:48:46 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4280.60 total_reward_ma:4011.02 loss:0.01449 fps:1461 +frame:9.46e+06 wall_t:6475 t:591250 epi:nan +opt_step:147808 lr:1.351e-05 clip_eps:0.1 entropy:0.6327 +2026-01-08 14:48:53 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4274.01 total_reward_ma:4016.32 loss:0.05508 fps:1461 +frame:9.47e+06 wall_t:6482 t:591875 epi:nan +opt_step:147968 lr:1.325e-05 clip_eps:0.1 entropy:0.635 +2026-01-08 14:48:58 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4274.00 total_reward_ma:4020.70 loss:0.02373 fps:1461 +frame:9.48e+06 wall_t:6487 t:592500 epi:nan +opt_step:148096 lr:1.305e-05 clip_eps:0.1 entropy:0.6211 +2026-01-08 14:49:05 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4329.28 total_reward_ma:4025.63 loss:0.04877 fps:1461 +frame:9.49e+06 wall_t:6494 t:593125 epi:nan +opt_step:148256 lr:1.279e-05 clip_eps:0.1 entropy:0.5766 +2026-01-08 14:49:12 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4377.14 total_reward_ma:4031.12 loss:0.01365 fps:1461 +frame:9.50e+06 wall_t:6501 t:593750 epi:nan +opt_step:148416 lr:1.253e-05 clip_eps:0.1 entropy:0.55 +2026-01-08 14:49:18 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4371.37 total_reward_ma:4036.32 loss:0.03949 fps:1462 +frame:9.51e+06 wall_t:6507 t:594375 epi:nan +opt_step:148576 lr:1.228e-05 clip_eps:0.1 entropy:0.5971 +2026-01-08 14:49:24 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4371.47 total_reward_ma:4041.33 loss:0.0495 fps:1461 +frame:9.52e+06 wall_t:6514 t:595000 epi:nan +opt_step:148736 lr:1.202e-05 clip_eps:0.1 entropy:0.6402 +2026-01-08 14:49:31 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4324.21 total_reward_ma:4046.22 loss:0.08012 fps:1462 +frame:9.53e+06 wall_t:6520 t:595625 epi:nan +opt_step:148896 lr:1.177e-05 clip_eps:0.1 entropy:0.5851 +2026-01-08 14:49:37 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4360.88 total_reward_ma:4052.58 loss:0.04134 fps:1462 +frame:9.54e+06 wall_t:6526 t:596250 epi:nan +opt_step:149056 lr:1.151e-05 clip_eps:0.1 entropy:0.6373 +2026-01-08 14:49:43 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4357.93 total_reward_ma:4058.94 loss:0.03346 fps:1462 +frame:9.55e+06 wall_t:6532 t:596875 epi:nan +opt_step:149216 lr:1.125e-05 clip_eps:0.1 entropy:0.6108 +2026-01-08 14:49:49 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4357.93 total_reward_ma:4065.78 loss:0.0195 fps:1462 +frame:9.56e+06 wall_t:6538 t:597500 epi:nan +opt_step:149344 lr:1.105e-05 clip_eps:0.1 entropy:0.5941 +2026-01-08 14:49:55 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4433.21 total_reward_ma:4073.77 loss:0.04121 fps:1462 +frame:9.57e+06 wall_t:6544 t:598125 epi:nan +opt_step:149504 lr:1.079e-05 clip_eps:0.1 entropy:0.5805 +2026-01-08 14:50:02 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4489.90 total_reward_ma:4082.60 loss:0.07059 fps:1462 +frame:9.58e+06 wall_t:6551 t:598750 epi:nan +opt_step:149664 lr:1.054e-05 clip_eps:0.1 entropy:0.6085 +2026-01-08 14:50:08 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4408.95 total_reward_ma:4090.45 loss:0.03944 fps:1463 +frame:9.59e+06 wall_t:6557 t:599375 epi:nan +opt_step:149824 lr:1.028e-05 clip_eps:0.1 entropy:0.5577 +2026-01-08 14:50:14 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4408.95 total_reward_ma:4098.87 loss:0.01923 fps:1463 +frame:9.60e+06 wall_t:6564 t:600000 epi:nan +opt_step:149984 lr:1.003e-05 clip_eps:0.1 entropy:0.5992 +2026-01-08 14:50:21 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4400.48 total_reward_ma:4107.13 loss:0.05684 fps:1463 +frame:9.61e+06 wall_t:6570 t:600625 epi:nan +opt_step:150144 lr:9.77e-06 clip_eps:0.1 entropy:0.6219 +2026-01-08 14:50:27 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4422.59 total_reward_ma:4115.61 loss:0.01088 fps:1463 +frame:9.62e+06 wall_t:6576 t:601250 epi:nan +opt_step:150304 lr:9.514e-06 clip_eps:0.1 entropy:0.6117 +2026-01-08 14:50:34 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4439.22 total_reward_ma:4123.95 loss:0.03138 fps:1463 +frame:9.63e+06 wall_t:6583 t:601875 epi:nan +opt_step:150464 lr:9.258e-06 clip_eps:0.1 entropy:0.599 +2026-01-08 14:50:40 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4464.85 total_reward_ma:4132.49 loss:0.05296 fps:1463 +frame:9.64e+06 wall_t:6589 t:602500 epi:nan +opt_step:150624 lr:9.002e-06 clip_eps:0.1 entropy:0.538 +2026-01-08 14:50:46 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4463.54 total_reward_ma:4140.20 loss:0.01879 fps:1463 +frame:9.65e+06 wall_t:6595 t:603125 epi:nan +opt_step:150752 lr:8.797e-06 clip_eps:0.1 entropy:0.5793 +2026-01-08 14:50:53 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4469.39 total_reward_ma:4147.13 loss:0.03255 fps:1463 +frame:9.66e+06 wall_t:6602 t:603750 epi:nan +opt_step:150912 lr:8.541e-06 clip_eps:0.1 entropy:0.5292 +2026-01-08 14:50:59 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4471.37 total_reward_ma:4153.61 loss:0.01073 fps:1463 +frame:9.67e+06 wall_t:6609 t:604375 epi:nan +opt_step:151072 lr:8.285e-06 clip_eps:0.1 entropy:0.5419 +2026-01-08 14:51:06 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4463.47 total_reward_ma:4160.07 loss:0.01429 fps:1463 +frame:9.68e+06 wall_t:6615 t:605000 epi:nan +opt_step:151232 lr:8.029e-06 clip_eps:0.1 entropy:0.6329 +2026-01-08 14:51:12 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4487.51 total_reward_ma:4167.15 loss:0.0707 fps:1464 +frame:9.69e+06 wall_t:6621 t:605625 epi:nan +opt_step:151392 lr:7.773e-06 clip_eps:0.1 entropy:0.5509 +2026-01-08 14:51:19 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4456.81 total_reward_ma:4173.99 loss:0.05759 fps:1463 +frame:9.70e+06 wall_t:6629 t:606250 epi:nan +opt_step:151552 lr:7.517e-06 clip_eps:0.1 entropy:0.5967 +2026-01-08 14:51:26 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4456.81 total_reward_ma:4181.24 loss:0.05859 fps:1463 +frame:9.71e+06 wall_t:6635 t:606875 epi:nan +opt_step:151712 lr:7.261e-06 clip_eps:0.1 entropy:0.5905 +2026-01-08 14:51:32 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4497.36 total_reward_ma:4188.69 loss:0.04057 fps:1464 +frame:9.72e+06 wall_t:6641 t:607500 epi:nan +opt_step:151872 lr:7.005e-06 clip_eps:0.1 entropy:0.5583 +2026-01-08 14:51:38 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4521.84 total_reward_ma:4196.36 loss:0.02611 fps:1464 +frame:9.73e+06 wall_t:6648 t:608125 epi:nan +opt_step:152000 lr:6.8e-06 clip_eps:0.1 entropy:0.563 +2026-01-08 14:51:45 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4601.76 total_reward_ma:4204.72 loss:0.05353 fps:1464 +frame:9.74e+06 wall_t:6654 t:608750 epi:nan +opt_step:152160 lr:6.544e-06 clip_eps:0.1 entropy:0.5245 +2026-01-08 14:51:51 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4554.02 total_reward_ma:4213.00 loss:0.06116 fps:1464 +frame:9.75e+06 wall_t:6660 t:609375 epi:nan +opt_step:152320 lr:6.288e-06 clip_eps:0.1 entropy:0.5948 +2026-01-08 14:51:57 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4486.86 total_reward_ma:4220.64 loss:0.02213 fps:1464 +frame:9.76e+06 wall_t:6666 t:610000 epi:nan +opt_step:152480 lr:6.032e-06 clip_eps:0.1 entropy:0.5156 +2026-01-08 14:52:03 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4469.65 total_reward_ma:4228.00 loss:0.03728 fps:1464 +frame:9.77e+06 wall_t:6672 t:610625 epi:nan +opt_step:152640 lr:5.776e-06 clip_eps:0.1 entropy:0.5462 +2026-01-08 14:52:09 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4518.52 total_reward_ma:4235.79 loss:0.04114 fps:1465 +frame:9.78e+06 wall_t:6678 t:611250 epi:nan +opt_step:152800 lr:5.52e-06 clip_eps:0.1 entropy:0.5994 +2026-01-08 14:52:15 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4531.72 total_reward_ma:4243.00 loss:0.03159 fps:1464 +frame:9.79e+06 wall_t:6685 t:611875 epi:nan +opt_step:152960 lr:5.264e-06 clip_eps:0.1 entropy:0.5617 +2026-01-08 14:52:22 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4518.18 total_reward_ma:4250.27 loss:0.04169 fps:1465 +frame:9.80e+06 wall_t:6691 t:612500 epi:nan +opt_step:153120 lr:5.008e-06 clip_eps:0.1 entropy:0.5398 +2026-01-08 14:52:28 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4537.57 total_reward_ma:4257.73 loss:0.06111 fps:1465 +frame:9.81e+06 wall_t:6698 t:613125 epi:nan +opt_step:153280 lr:4.752e-06 clip_eps:0.1 entropy:0.608 +2026-01-08 14:52:34 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4556.47 total_reward_ma:4265.38 loss:0.01704 fps:1465 +frame:9.82e+06 wall_t:6704 t:613750 epi:nan +opt_step:153408 lr:4.547e-06 clip_eps:0.1 entropy:0.5329 +2026-01-08 14:52:41 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4579.10 total_reward_ma:4272.30 loss:0.01273 fps:1465 +frame:9.83e+06 wall_t:6710 t:614375 epi:nan +opt_step:153568 lr:4.291e-06 clip_eps:0.1 entropy:0.607 +2026-01-08 14:52:48 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4504.87 total_reward_ma:4278.87 loss:0.04755 fps:1465 +frame:9.84e+06 wall_t:6717 t:615000 epi:nan +opt_step:153728 lr:4.035e-06 clip_eps:0.1 entropy:0.6222 +2026-01-08 14:52:54 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4646.78 total_reward_ma:4286.81 loss:0.05462 fps:1465 +frame:9.85e+06 wall_t:6724 t:615625 epi:nan +opt_step:153888 lr:3.779e-06 clip_eps:0.1 entropy:0.605 +2026-01-08 14:53:01 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4604.39 total_reward_ma:4294.00 loss:0.01888 fps:1465 +frame:9.86e+06 wall_t:6730 t:616250 epi:nan +opt_step:154048 lr:3.523e-06 clip_eps:0.1 entropy:0.6034 +2026-01-08 14:53:07 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4560.02 total_reward_ma:4300.43 loss:0.02122 fps:1465 +frame:9.87e+06 wall_t:6737 t:616875 epi:nan +opt_step:154208 lr:3.267e-06 clip_eps:0.1 entropy:0.6062 +2026-01-08 14:53:14 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4588.73 total_reward_ma:4305.82 loss:0.04313 fps:1465 +frame:9.88e+06 wall_t:6743 t:617500 epi:nan +opt_step:154368 lr:3.011e-06 clip_eps:0.1 entropy:0.5675 +2026-01-08 14:53:20 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4458.27 total_reward_ma:4309.96 loss:0.0432 fps:1465 +frame:9.89e+06 wall_t:6749 t:618125 epi:nan +opt_step:154528 lr:2.755e-06 clip_eps:0.1 entropy:0.5997 +2026-01-08 14:53:26 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4413.50 total_reward_ma:4313.71 loss:0.0665 fps:1466 +frame:9.90e+06 wall_t:6755 t:618750 epi:nan +opt_step:154656 lr:2.55e-06 clip_eps:0.1 entropy:0.6127 +2026-01-08 14:53:32 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4428.87 total_reward_ma:4317.06 loss:0.0477 fps:1466 +frame:9.91e+06 wall_t:6761 t:619375 epi:nan +opt_step:154816 lr:2.294e-06 clip_eps:0.1 entropy:0.5499 +2026-01-08 14:53:37 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4374.76 total_reward_ma:4319.00 loss:0.03042 fps:1466 +frame:9.92e+06 wall_t:6767 t:620000 epi:nan +opt_step:154976 lr:2.038e-06 clip_eps:0.1 entropy:0.6011 +2026-01-08 14:53:43 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4412.30 total_reward_ma:4321.17 loss:0.03454 fps:1466 +frame:9.93e+06 wall_t:6773 t:620625 epi:nan +opt_step:155136 lr:1.782e-06 clip_eps:0.1 entropy:0.5446 +2026-01-08 14:53:49 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4370.55 total_reward_ma:4323.08 loss:0.03898 fps:1466 +frame:9.94e+06 wall_t:6779 t:621250 epi:nan +opt_step:155296 lr:1.526e-06 clip_eps:0.1 entropy:0.5842 +2026-01-08 14:53:56 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4352.74 total_reward_ma:4325.33 loss:0.03405 fps:1466 +frame:9.95e+06 wall_t:6785 t:621875 epi:nan +opt_step:155456 lr:1.27e-06 clip_eps:0.1 entropy:0.5507 +2026-01-08 14:54:02 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4383.39 total_reward_ma:4329.05 loss:0.02124 fps:1467 +frame:9.96e+06 wall_t:6791 t:622500 epi:nan +opt_step:155616 lr:1.014e-06 clip_eps:0.1 entropy:0.5809 +2026-01-08 14:54:08 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4375.43 total_reward_ma:4332.68 loss:0.03156 fps:1467 +frame:9.97e+06 wall_t:6797 t:623125 epi:nan +opt_step:155776 lr:7.584e-07 clip_eps:0.1 entropy:0.6446 +2026-01-08 14:54:14 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4384.76 total_reward_ma:4336.40 loss:0.09141 fps:1467 +frame:9.98e+06 wall_t:6803 t:623750 epi:nan +opt_step:155936 lr:5.024e-07 clip_eps:0.1 entropy:0.5656 +2026-01-08 14:54:20 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4411.99 total_reward_ma:4340.28 loss:0.01466 fps:1467 +frame:9.99e+06 wall_t:6809 t:624375 epi:nan +opt_step:156064 lr:2.976e-07 clip_eps:0.1 entropy:0.5667 +2026-01-08 14:54:26 | INFO | PID:1649 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam85_assault_t0_s2 [train] +total_reward:4408.32 total_reward_ma:4343.86 loss:0.06559 fps:1467 +frame:1.00e+07 wall_t:6816 t:625000 epi:nan +opt_step:156224 lr:4.16e-08 clip_eps:0.1 entropy:0.5284 +2026-01-08 14:54:27 | INFO | PID:1649 | slm_lab.lib.logger:info | Session 2 done diff --git a/data/ppo_atari_lam85_assault_2026_01_08_130044/log/ppo_atari_lam85_assault_t0_s3.log b/data/ppo_atari_lam85_assault_2026_01_08_130044/log/ppo_atari_lam85_assault_t0_s3.log new file mode 100644 index 0000000000000000000000000000000000000000..0c67d8c08fe14909c8d3d9c53309555021d6497c --- /dev/null +++ b/data/ppo_atari_lam85_assault_2026_01_08_130044/log/ppo_atari_lam85_assault_t0_s3.log @@ -0,0 +1,4002 @@ +2026-01-08 13:00:48 | INFO | PID:1650 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-08 13:01:18 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:228.38 total_reward_ma:228.38 loss:-0.02493 fps:370.4 +frame:1.00e+04 wall_t:27 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:1.906 +2026-01-08 13:01:25 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:240.75 total_reward_ma:234.56 loss:-0.0252 fps:588.2 +frame:2.00e+04 wall_t:34 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:1.899 +2026-01-08 13:01:31 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:257.25 total_reward_ma:242.12 loss:-0.02332 fps:750 +frame:3.00e+04 wall_t:40 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:1.869 +2026-01-08 13:01:38 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:265.30 total_reward_ma:247.92 loss:-0.02752 fps:851.1 +frame:4.00e+04 wall_t:47 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:1.825 +2026-01-08 13:01:45 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:275.15 total_reward_ma:253.37 loss:-0.02437 fps:925.9 +frame:5.00e+04 wall_t:54 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:1.786 +2026-01-08 13:01:53 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:277.59 total_reward_ma:257.40 loss:-0.02043 fps:967.7 +frame:6.00e+04 wall_t:62 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:1.779 +2026-01-08 13:02:00 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:289.80 total_reward_ma:262.03 loss:-0.01579 fps:1029 +frame:7.00e+04 wall_t:68 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:1.704 +2026-01-08 13:02:07 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:303.45 total_reward_ma:267.21 loss:-0.02013 fps:1053 +frame:8.00e+04 wall_t:76 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:1.677 +2026-01-08 13:02:13 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:320.46 total_reward_ma:273.13 loss:-0.01836 fps:1098 +frame:9.00e+04 wall_t:82 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:1.659 +2026-01-08 13:02:21 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:341.04 total_reward_ma:279.92 loss:-0.01754 fps:1111 +frame:1.00e+05 wall_t:90 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:1.659 +2026-01-08 13:02:29 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:354.90 total_reward_ma:286.73 loss:-0.01198 fps:1122 +frame:1.10e+05 wall_t:98 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:1.561 +2026-01-08 13:02:36 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:364.56 total_reward_ma:293.22 loss:-0.01362 fps:1143 +frame:1.20e+05 wall_t:105 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:1.562 +2026-01-08 13:02:43 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:372.12 total_reward_ma:299.29 loss:-0.01003 fps:1161 +frame:1.30e+05 wall_t:112 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:1.57 +2026-01-08 13:02:52 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:375.48 total_reward_ma:304.73 loss:-0.01685 fps:1157 +frame:1.40e+05 wall_t:121 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:1.539 +2026-01-08 13:02:59 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:381.78 total_reward_ma:309.87 loss:-0.0164 fps:1172 +frame:1.50e+05 wall_t:128 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:1.549 +2026-01-08 13:03:07 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:396.90 total_reward_ma:315.31 loss:-0.017 fps:1176 +frame:1.60e+05 wall_t:136 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:1.495 +2026-01-08 13:03:14 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:406.35 total_reward_ma:320.66 loss:-0.01308 fps:1189 +frame:1.70e+05 wall_t:143 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:1.515 +2026-01-08 13:03:21 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:416.22 total_reward_ma:325.97 loss:-0.01083 fps:1200 +frame:1.80e+05 wall_t:150 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:1.482 +2026-01-08 13:03:29 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:429.03 total_reward_ma:331.40 loss:-0.01398 fps:1203 +frame:1.90e+05 wall_t:158 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:1.465 +2026-01-08 13:03:37 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:443.10 total_reward_ma:336.98 loss:-0.01605 fps:1205 +frame:2.00e+05 wall_t:166 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:1.467 +2026-01-08 13:03:44 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:448.56 total_reward_ma:342.29 loss:-0.00134 fps:1214 +frame:2.10e+05 wall_t:173 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:1.439 +2026-01-08 13:03:53 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:443.10 total_reward_ma:346.88 loss:-0.02255 fps:1209 +frame:2.20e+05 wall_t:182 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:1.493 +2026-01-08 13:04:01 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:457.79 total_reward_ma:351.70 loss:-0.0113 fps:1211 +frame:2.30e+05 wall_t:190 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:1.454 +2026-01-08 13:04:09 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:466.82 total_reward_ma:356.50 loss:-0.002977 fps:1212 +frame:2.40e+05 wall_t:198 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:1.468 +2026-01-08 13:04:16 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:475.43 total_reward_ma:361.25 loss:-0.01301 fps:1220 +frame:2.50e+05 wall_t:205 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:1.429 +2026-01-08 13:04:23 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:489.50 total_reward_ma:366.19 loss:-0.01277 fps:1226 +frame:2.60e+05 wall_t:212 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:1.398 +2026-01-08 13:04:31 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:509.33 total_reward_ma:371.49 loss:-0.008793 fps:1227 +frame:2.70e+05 wall_t:220 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:1.353 +2026-01-08 13:04:38 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:529.28 total_reward_ma:377.12 loss:-0.0116 fps:1233 +frame:2.80e+05 wall_t:227 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:1.329 +2026-01-08 13:04:45 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:546.60 total_reward_ma:382.97 loss:-0.0118 fps:1239 +frame:2.90e+05 wall_t:234 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:1.347 +2026-01-08 13:04:53 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:545.35 total_reward_ma:388.38 loss:-0.01423 fps:1240 +frame:3.00e+05 wall_t:242 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:1.387 +2026-01-08 13:05:01 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:565.28 total_reward_ma:394.09 loss:-0.0002926 fps:1240 +frame:3.10e+05 wall_t:250 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:1.279 +2026-01-08 13:05:08 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:573.68 total_reward_ma:399.70 loss:-0.003543 fps:1245 +frame:3.20e+05 wall_t:257 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:1.202 +2026-01-08 13:05:15 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:581.66 total_reward_ma:405.21 loss:-0.00162 fps:1250 +frame:3.30e+05 wall_t:264 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:1.196 +2026-01-08 13:05:22 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:599.28 total_reward_ma:410.92 loss:-0.01019 fps:1255 +frame:3.40e+05 wall_t:271 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:1.179 +2026-01-08 13:05:28 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:614.51 total_reward_ma:416.74 loss:-0.006205 fps:1264 +frame:3.50e+05 wall_t:277 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:1.101 +2026-01-08 13:05:35 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:632.99 total_reward_ma:422.74 loss:-0.002777 fps:1272 +frame:3.60e+05 wall_t:283 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:1.142 +2026-01-08 13:05:42 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:646.84 total_reward_ma:428.80 loss:-0.0009257 fps:1276 +frame:3.70e+05 wall_t:290 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:1.173 +2026-01-08 13:05:49 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:674.76 total_reward_ma:435.27 loss:0.0009354 fps:1275 +frame:3.80e+05 wall_t:298 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:1.098 +2026-01-08 13:05:56 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:685.47 total_reward_ma:441.69 loss:-0.007216 fps:1283 +frame:3.90e+05 wall_t:304 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:1.133 +2026-01-08 13:06:03 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:716.54 total_reward_ma:448.56 loss:0.01042 fps:1282 +frame:4.00e+05 wall_t:312 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:1.131 +2026-01-08 13:06:10 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:737.72 total_reward_ma:455.61 loss:0.0005773 fps:1285 +frame:4.10e+05 wall_t:319 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:1.097 +2026-01-08 13:06:17 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:748.31 total_reward_ma:462.58 loss:-0.001345 fps:1288 +frame:4.20e+05 wall_t:326 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:1.086 +2026-01-08 13:06:24 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:760.47 total_reward_ma:469.51 loss:0.01278 fps:1295 +frame:4.30e+05 wall_t:332 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:1.097 +2026-01-08 13:06:31 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:773.26 total_reward_ma:476.41 loss:0.02096 fps:1294 +frame:4.40e+05 wall_t:340 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:1.074 +2026-01-08 13:06:38 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:787.51 total_reward_ma:483.33 loss:0.02765 fps:1297 +frame:4.50e+05 wall_t:347 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:1.029 +2026-01-08 13:06:45 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:799.37 total_reward_ma:490.20 loss:0.005515 fps:1299 +frame:4.60e+05 wall_t:354 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:0.9894 +2026-01-08 13:06:53 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:806.71 total_reward_ma:496.93 loss:0.0111 fps:1298 +frame:4.70e+05 wall_t:362 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:1.018 +2026-01-08 13:07:01 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:829.59 total_reward_ma:503.86 loss:0.01144 fps:1297 +frame:4.80e+05 wall_t:370 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:0.9243 +2026-01-08 13:07:08 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:825.50 total_reward_ma:510.42 loss:0.02485 fps:1300 +frame:4.90e+05 wall_t:377 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:1.007 +2026-01-08 13:07:14 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:833.92 total_reward_ma:516.89 loss:0.01242 fps:1305 +frame:5.00e+05 wall_t:383 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:1.093 +2026-01-08 13:07:22 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:854.17 total_reward_ma:523.51 loss:0.01452 fps:1304 +frame:5.10e+05 wall_t:391 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:1.021 +2026-01-08 13:07:28 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:853.97 total_reward_ma:529.86 loss:0.0126 fps:1310 +frame:5.20e+05 wall_t:397 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:0.9529 +2026-01-08 13:07:36 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:859.43 total_reward_ma:536.08 loss:0.02894 fps:1309 +frame:5.30e+05 wall_t:405 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:1.029 +2026-01-08 13:07:43 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:878.54 total_reward_ma:542.42 loss:0.02262 fps:1311 +frame:5.40e+05 wall_t:412 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:0.9478 +2026-01-08 13:07:50 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:885.15 total_reward_ma:548.65 loss:0.01861 fps:1313 +frame:5.50e+05 wall_t:419 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:1.021 +2026-01-08 13:07:57 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:892.60 total_reward_ma:554.80 loss:0.01117 fps:1315 +frame:5.60e+05 wall_t:426 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:0.9178 +2026-01-08 13:08:04 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:902.90 total_reward_ma:560.90 loss:0.00109 fps:1316 +frame:5.70e+05 wall_t:433 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:0.9131 +2026-01-08 13:08:12 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:911.95 total_reward_ma:566.96 loss:0.02713 fps:1315 +frame:5.80e+05 wall_t:441 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:0.981 +2026-01-08 13:08:19 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:925.18 total_reward_ma:573.03 loss:0.04585 fps:1317 +frame:5.90e+05 wall_t:448 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:0.9175 +2026-01-08 13:08:25 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:932.03 total_reward_ma:579.01 loss:0.0253 fps:1322 +frame:6.00e+05 wall_t:454 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:0.9902 +2026-01-08 13:08:33 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:947.80 total_reward_ma:585.06 loss:0.03028 fps:1320 +frame:6.10e+05 wall_t:462 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:0.8605 +2026-01-08 13:08:41 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:960.50 total_reward_ma:591.11 loss:0.006954 fps:1319 +frame:6.20e+05 wall_t:470 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:0.9545 +2026-01-08 13:08:48 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:973.31 total_reward_ma:597.18 loss:0.02131 fps:1321 +frame:6.30e+05 wall_t:477 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:0.9563 +2026-01-08 13:08:56 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:963.38 total_reward_ma:602.90 loss:0.009878 fps:1320 +frame:6.40e+05 wall_t:485 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:0.9684 +2026-01-08 13:09:03 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:977.48 total_reward_ma:608.66 loss:0.02174 fps:1321 +frame:6.50e+05 wall_t:492 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:0.9497 +2026-01-08 13:09:10 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:973.92 total_reward_ma:614.20 loss:0.004154 fps:1323 +frame:6.60e+05 wall_t:499 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:0.8527 +2026-01-08 13:09:17 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:961.22 total_reward_ma:619.38 loss:0.007579 fps:1324 +frame:6.70e+05 wall_t:506 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:0.8685 +2026-01-08 13:09:24 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:949.35 total_reward_ma:624.23 loss:0.004345 fps:1326 +frame:6.80e+05 wall_t:513 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:0.9127 +2026-01-08 13:09:30 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:947.88 total_reward_ma:628.92 loss:0.01877 fps:1329 +frame:6.90e+05 wall_t:519 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:0.8628 +2026-01-08 13:09:38 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:946.09 total_reward_ma:633.45 loss:0.01486 fps:1328 +frame:7.00e+05 wall_t:527 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:0.8913 +2026-01-08 13:09:45 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:957.31 total_reward_ma:638.01 loss:0.009961 fps:1330 +frame:7.10e+05 wall_t:534 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:0.9636 +2026-01-08 13:09:52 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:958.78 total_reward_ma:642.47 loss:0.01112 fps:1331 +frame:7.20e+05 wall_t:541 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:0.8725 +2026-01-08 13:10:00 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:981.13 total_reward_ma:647.11 loss:0.005924 fps:1330 +frame:7.30e+05 wall_t:549 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:0.9049 +2026-01-08 13:10:07 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:975.46 total_reward_ma:651.54 loss:0.005437 fps:1331 +frame:7.40e+05 wall_t:556 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:0.9587 +2026-01-08 13:10:14 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:984.96 total_reward_ma:655.99 loss:0.03431 fps:1332 +frame:7.50e+05 wall_t:563 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:0.965 +2026-01-08 13:10:21 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:994.69 total_reward_ma:660.45 loss:0.003883 fps:1333 +frame:7.60e+05 wall_t:570 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:0.9052 +2026-01-08 13:10:28 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1041.18 total_reward_ma:665.39 loss:0.05769 fps:1334 +frame:7.70e+05 wall_t:577 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:0.994 +2026-01-08 13:10:34 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1039.51 total_reward_ma:670.19 loss:0.02501 fps:1338 +frame:7.80e+05 wall_t:583 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:0.9176 +2026-01-08 13:10:41 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1044.76 total_reward_ma:674.93 loss:0.02505 fps:1339 +frame:7.90e+05 wall_t:590 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:0.9103 +2026-01-08 13:10:49 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1032.88 total_reward_ma:679.40 loss:0.01481 fps:1338 +frame:8.00e+05 wall_t:598 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:0.8861 +2026-01-08 13:10:56 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1045.48 total_reward_ma:683.92 loss:0.009811 fps:1339 +frame:8.10e+05 wall_t:605 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:0.9329 +2026-01-08 13:11:03 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1051.45 total_reward_ma:688.40 loss:0.01766 fps:1342 +frame:8.20e+05 wall_t:611 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:0.8985 +2026-01-08 13:11:09 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1090.52 total_reward_ma:693.25 loss:0.03682 fps:1343 +frame:8.30e+05 wall_t:618 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:0.8683 +2026-01-08 13:11:16 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1129.38 total_reward_ma:698.44 loss:0.01225 fps:1344 +frame:8.40e+05 wall_t:625 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:0.8519 +2026-01-08 13:11:23 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1137.24 total_reward_ma:703.60 loss:0.02468 fps:1345 +frame:8.50e+05 wall_t:632 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:0.8623 +2026-01-08 13:11:29 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1196.36 total_reward_ma:709.33 loss:0.03723 fps:1348 +frame:8.60e+05 wall_t:638 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:0.8629 +2026-01-08 13:11:37 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1183.23 total_reward_ma:714.78 loss:0.03671 fps:1347 +frame:8.70e+05 wall_t:646 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:0.8059 +2026-01-08 13:11:45 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1175.80 total_reward_ma:720.02 loss:0.03775 fps:1346 +frame:8.80e+05 wall_t:654 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:0.8189 +2026-01-08 13:11:52 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1179.11 total_reward_ma:725.18 loss:0.01468 fps:1346 +frame:8.90e+05 wall_t:661 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:0.8409 +2026-01-08 13:11:59 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1194.18 total_reward_ma:730.39 loss:0.02444 fps:1347 +frame:9.00e+05 wall_t:668 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:0.9122 +2026-01-08 13:12:06 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1225.95 total_reward_ma:735.83 loss:0.02887 fps:1348 +frame:9.10e+05 wall_t:675 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:0.9183 +2026-01-08 13:12:14 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1253.92 total_reward_ma:741.47 loss:0.04804 fps:1347 +frame:9.20e+05 wall_t:683 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:0.9362 +2026-01-08 13:12:22 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1259.53 total_reward_ma:747.04 loss:0.01251 fps:1346 +frame:9.30e+05 wall_t:691 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:0.804 +2026-01-08 13:12:29 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1221.48 total_reward_ma:752.08 loss:0.02914 fps:1349 +frame:9.40e+05 wall_t:697 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:0.9067 +2026-01-08 13:12:35 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1222.31 total_reward_ma:757.03 loss:0.02786 fps:1349 +frame:9.50e+05 wall_t:704 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:0.8843 +2026-01-08 13:12:43 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1192.34 total_reward_ma:761.57 loss:0.005907 fps:1348 +frame:9.60e+05 wall_t:712 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:0.929 +2026-01-08 13:12:50 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1149.49 total_reward_ma:765.57 loss:0.03452 fps:1349 +frame:9.70e+05 wall_t:719 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:0.8581 +2026-01-08 13:12:57 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1142.20 total_reward_ma:769.41 loss:0.03195 fps:1350 +frame:9.80e+05 wall_t:726 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:0.9071 +2026-01-08 13:13:04 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1154.24 total_reward_ma:773.30 loss:0.01348 fps:1351 +frame:9.90e+05 wall_t:733 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:0.9171 +2026-01-08 13:13:12 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1154.10 total_reward_ma:777.11 loss:0.01154 fps:1350 +frame:1.00e+06 wall_t:741 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:0.8552 +2026-01-08 13:13:19 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1212.23 total_reward_ma:786.94 loss:0.004659 fps:1350 +frame:1.01e+06 wall_t:748 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:0.8379 +2026-01-08 13:13:27 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1226.92 total_reward_ma:796.81 loss:0.002787 fps:1349 +frame:1.02e+06 wall_t:756 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:0.9127 +2026-01-08 13:13:33 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1253.85 total_reward_ma:806.77 loss:0.02808 fps:1352 +frame:1.03e+06 wall_t:762 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:0.9174 +2026-01-08 13:13:41 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1240.14 total_reward_ma:816.52 loss:0.0408 fps:1351 +frame:1.04e+06 wall_t:770 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:0.834 +2026-01-08 13:13:47 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1254.81 total_reward_ma:826.32 loss:0.03011 fps:1353 +frame:1.05e+06 wall_t:776 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:0.8455 +2026-01-08 13:13:54 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1273.41 total_reward_ma:836.28 loss:0.01316 fps:1354 +frame:1.06e+06 wall_t:783 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:0.8539 +2026-01-08 13:14:03 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1288.11 total_reward_ma:846.26 loss:0.03921 fps:1353 +frame:1.07e+06 wall_t:791 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:0.8568 +2026-01-08 13:14:10 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1322.53 total_reward_ma:856.45 loss:0.007672 fps:1353 +frame:1.08e+06 wall_t:798 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:0.873 +2026-01-08 13:14:17 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1317.91 total_reward_ma:866.42 loss:0.01084 fps:1352 +frame:1.09e+06 wall_t:806 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:0.8241 +2026-01-08 13:14:26 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1379.81 total_reward_ma:876.81 loss:0.03428 fps:1350 +frame:1.10e+06 wall_t:815 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:0.8006 +2026-01-08 13:14:33 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1393.96 total_reward_ma:887.20 loss:0.02069 fps:1352 +frame:1.11e+06 wall_t:821 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:0.7806 +2026-01-08 13:14:40 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1400.17 total_reward_ma:897.56 loss:0.01261 fps:1351 +frame:1.12e+06 wall_t:829 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:0.8697 +2026-01-08 13:14:48 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1431.26 total_reward_ma:908.15 loss:0.01943 fps:1352 +frame:1.13e+06 wall_t:836 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:0.9213 +2026-01-08 13:14:54 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1446.56 total_reward_ma:918.86 loss:0.005162 fps:1352 +frame:1.14e+06 wall_t:843 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:0.8574 +2026-01-08 13:15:02 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1472.39 total_reward_ma:929.77 loss:0.008328 fps:1353 +frame:1.15e+06 wall_t:850 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:0.7987 +2026-01-08 13:15:09 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1491.48 total_reward_ma:940.71 loss:0.009003 fps:1352 +frame:1.16e+06 wall_t:858 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:0.8283 +2026-01-08 13:15:16 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1492.15 total_reward_ma:951.57 loss:-0.004589 fps:1353 +frame:1.17e+06 wall_t:865 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:0.7968 +2026-01-08 13:15:23 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1516.10 total_reward_ma:962.57 loss:0.01164 fps:1353 +frame:1.18e+06 wall_t:872 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:0.7486 +2026-01-08 13:15:31 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1514.08 total_reward_ma:973.42 loss:0.01296 fps:1352 +frame:1.19e+06 wall_t:880 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:0.839 +2026-01-08 13:15:38 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1584.28 total_reward_ma:984.83 loss:0.01028 fps:1353 +frame:1.20e+06 wall_t:887 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:0.843 +2026-01-08 13:15:46 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1589.83 total_reward_ma:996.24 loss:0.02325 fps:1352 +frame:1.21e+06 wall_t:895 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:0.9001 +2026-01-08 13:15:53 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1611.55 total_reward_ma:1007.93 loss:0.04909 fps:1353 +frame:1.22e+06 wall_t:902 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:0.775 +2026-01-08 13:16:00 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1598.00 total_reward_ma:1019.33 loss:0.03362 fps:1353 +frame:1.23e+06 wall_t:909 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:0.8716 +2026-01-08 13:16:07 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1614.59 total_reward_ma:1030.81 loss:0.006447 fps:1354 +frame:1.24e+06 wall_t:916 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:0.8424 +2026-01-08 13:16:14 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1659.95 total_reward_ma:1042.65 loss:0.02916 fps:1354 +frame:1.25e+06 wall_t:923 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:0.7906 +2026-01-08 13:16:21 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1668.33 total_reward_ma:1054.44 loss:0.02237 fps:1355 +frame:1.26e+06 wall_t:930 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:0.798 +2026-01-08 13:16:28 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1685.80 total_reward_ma:1066.21 loss:0.01474 fps:1355 +frame:1.27e+06 wall_t:937 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:0.8696 +2026-01-08 13:16:35 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1702.72 total_reward_ma:1077.94 loss:0.01072 fps:1356 +frame:1.28e+06 wall_t:944 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:0.7493 +2026-01-08 13:16:41 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1693.59 total_reward_ma:1089.41 loss:0.01322 fps:1358 +frame:1.29e+06 wall_t:950 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:0.7795 +2026-01-08 13:16:49 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1696.32 total_reward_ma:1100.92 loss:0.0111 fps:1357 +frame:1.30e+06 wall_t:958 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:0.8324 +2026-01-08 13:16:55 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1698.94 total_reward_ma:1112.26 loss:0.03439 fps:1359 +frame:1.31e+06 wall_t:964 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:0.7146 +2026-01-08 13:17:03 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1717.75 total_reward_ma:1123.70 loss:0.007166 fps:1359 +frame:1.32e+06 wall_t:971 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:0.7955 +2026-01-08 13:17:10 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1710.90 total_reward_ma:1134.99 loss:0.01387 fps:1359 +frame:1.33e+06 wall_t:979 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:0.8092 +2026-01-08 13:17:18 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1722.56 total_reward_ma:1146.22 loss:0.01813 fps:1359 +frame:1.34e+06 wall_t:986 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:0.7459 +2026-01-08 13:17:26 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1719.34 total_reward_ma:1157.27 loss:0.01323 fps:1357 +frame:1.35e+06 wall_t:995 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:0.7895 +2026-01-08 13:17:33 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1697.96 total_reward_ma:1167.92 loss:0.02321 fps:1357 +frame:1.36e+06 wall_t:1002 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:0.7274 +2026-01-08 13:17:39 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1706.88 total_reward_ma:1178.52 loss:0.02349 fps:1359 +frame:1.37e+06 wall_t:1008 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:0.7496 +2026-01-08 13:17:47 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1703.21 total_reward_ma:1188.81 loss:0.02373 fps:1358 +frame:1.38e+06 wall_t:1016 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:0.714 +2026-01-08 13:17:54 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1759.80 total_reward_ma:1199.55 loss:0.02949 fps:1359 +frame:1.39e+06 wall_t:1023 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:0.7149 +2026-01-08 13:18:02 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1735.67 total_reward_ma:1209.74 loss:0.0373 fps:1358 +frame:1.40e+06 wall_t:1031 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:0.6812 +2026-01-08 13:18:09 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1710.13 total_reward_ma:1219.46 loss:0.01981 fps:1358 +frame:1.41e+06 wall_t:1038 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:0.7537 +2026-01-08 13:18:16 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1676.64 total_reward_ma:1228.75 loss:0.01723 fps:1359 +frame:1.42e+06 wall_t:1045 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:0.8035 +2026-01-08 13:18:23 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1702.28 total_reward_ma:1238.17 loss:0.0226 fps:1359 +frame:1.43e+06 wall_t:1052 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:0.7952 +2026-01-08 13:18:31 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1691.84 total_reward_ma:1247.35 loss:0.01634 fps:1358 +frame:1.44e+06 wall_t:1060 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:0.721 +2026-01-08 13:18:39 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1714.70 total_reward_ma:1256.62 loss:0.0315 fps:1358 +frame:1.45e+06 wall_t:1068 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:0.815 +2026-01-08 13:18:46 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1700.32 total_reward_ma:1265.63 loss:0.005072 fps:1358 +frame:1.46e+06 wall_t:1075 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:0.7803 +2026-01-08 13:18:54 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1671.25 total_reward_ma:1274.28 loss:0.02918 fps:1357 +frame:1.47e+06 wall_t:1083 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:0.7932 +2026-01-08 13:19:01 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1659.29 total_reward_ma:1282.58 loss:0.03647 fps:1358 +frame:1.48e+06 wall_t:1090 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:0.7402 +2026-01-08 13:19:08 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1645.63 total_reward_ma:1290.78 loss:0.02594 fps:1358 +frame:1.49e+06 wall_t:1097 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:0.7278 +2026-01-08 13:19:14 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1650.66 total_reward_ma:1298.94 loss:0.03045 fps:1360 +frame:1.50e+06 wall_t:1103 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:0.7319 +2026-01-08 13:19:22 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1672.95 total_reward_ma:1307.13 loss:0.01989 fps:1359 +frame:1.51e+06 wall_t:1111 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:0.7656 +2026-01-08 13:19:30 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1693.93 total_reward_ma:1315.53 loss:0.02442 fps:1358 +frame:1.52e+06 wall_t:1119 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:0.8196 +2026-01-08 13:19:37 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1693.61 total_reward_ma:1323.87 loss:0.02149 fps:1359 +frame:1.53e+06 wall_t:1126 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:0.7375 +2026-01-08 13:19:44 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1668.78 total_reward_ma:1331.78 loss:0.03018 fps:1359 +frame:1.54e+06 wall_t:1133 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:0.8012 +2026-01-08 13:19:51 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1657.19 total_reward_ma:1339.50 loss:0.03503 fps:1360 +frame:1.55e+06 wall_t:1140 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:0.7669 +2026-01-08 13:19:58 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1626.51 total_reward_ma:1346.84 loss:0.0296 fps:1360 +frame:1.56e+06 wall_t:1147 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:0.8128 +2026-01-08 13:20:05 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1669.23 total_reward_ma:1354.50 loss:0.03244 fps:1360 +frame:1.57e+06 wall_t:1154 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:0.762 +2026-01-08 13:20:12 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1625.52 total_reward_ma:1361.63 loss:0.02573 fps:1361 +frame:1.58e+06 wall_t:1161 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:0.7865 +2026-01-08 13:20:19 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1604.95 total_reward_ma:1368.43 loss:0.01467 fps:1361 +frame:1.59e+06 wall_t:1168 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:0.7724 +2026-01-08 13:20:26 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1633.28 total_reward_ma:1375.44 loss:0.02104 fps:1362 +frame:1.60e+06 wall_t:1175 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:0.7647 +2026-01-08 13:20:33 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1658.09 total_reward_ma:1382.55 loss:0.02911 fps:1362 +frame:1.61e+06 wall_t:1182 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:0.7934 +2026-01-08 13:20:40 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1662.68 total_reward_ma:1389.57 loss:0.02734 fps:1362 +frame:1.62e+06 wall_t:1189 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:0.7834 +2026-01-08 13:20:46 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1663.50 total_reward_ma:1396.47 loss:0.01501 fps:1364 +frame:1.63e+06 wall_t:1195 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:0.731 +2026-01-08 13:20:53 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1715.89 total_reward_ma:1404.00 loss:0.02137 fps:1364 +frame:1.64e+06 wall_t:1202 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:0.7989 +2026-01-08 13:21:01 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1712.83 total_reward_ma:1411.35 loss:0.04081 fps:1365 +frame:1.65e+06 wall_t:1209 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:0.7236 +2026-01-08 13:21:08 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1763.74 total_reward_ma:1419.25 loss:0.008869 fps:1364 +frame:1.66e+06 wall_t:1217 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:0.7241 +2026-01-08 13:21:15 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1700.72 total_reward_ma:1426.64 loss:0.02737 fps:1364 +frame:1.67e+06 wall_t:1224 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:0.7178 +2026-01-08 13:21:22 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1685.27 total_reward_ma:1434.00 loss:0.004039 fps:1365 +frame:1.68e+06 wall_t:1231 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:0.815 +2026-01-08 13:21:29 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1688.32 total_reward_ma:1441.41 loss:0.03289 fps:1365 +frame:1.69e+06 wall_t:1238 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:0.8009 +2026-01-08 13:21:36 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1721.49 total_reward_ma:1449.16 loss:-0.002268 fps:1365 +frame:1.70e+06 wall_t:1245 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:0.7272 +2026-01-08 13:21:42 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1729.91 total_reward_ma:1456.89 loss:0.02824 fps:1367 +frame:1.71e+06 wall_t:1251 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:0.7868 +2026-01-08 13:21:49 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1771.03 total_reward_ma:1465.01 loss:0.01915 fps:1367 +frame:1.72e+06 wall_t:1258 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:0.7595 +2026-01-08 13:21:56 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1821.52 total_reward_ma:1473.41 loss:0.02548 fps:1368 +frame:1.73e+06 wall_t:1265 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:0.7147 +2026-01-08 13:22:04 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1838.12 total_reward_ma:1482.04 loss:0.02379 fps:1367 +frame:1.74e+06 wall_t:1273 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:0.7388 +2026-01-08 13:22:10 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1843.68 total_reward_ma:1490.63 loss:0.02376 fps:1368 +frame:1.75e+06 wall_t:1279 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:0.8168 +2026-01-08 13:22:17 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1866.34 total_reward_ma:1499.34 loss:0.01715 fps:1369 +frame:1.76e+06 wall_t:1286 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:0.7509 +2026-01-08 13:22:24 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1849.44 total_reward_ma:1507.43 loss:0.01886 fps:1369 +frame:1.77e+06 wall_t:1293 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:0.7366 +2026-01-08 13:22:31 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1848.17 total_reward_ma:1515.51 loss:0.01176 fps:1369 +frame:1.78e+06 wall_t:1300 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:0.7695 +2026-01-08 13:22:38 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1852.65 total_reward_ma:1523.59 loss:0.006807 fps:1370 +frame:1.79e+06 wall_t:1307 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:0.6615 +2026-01-08 13:22:45 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1894.99 total_reward_ma:1532.21 loss:0.01332 fps:1370 +frame:1.80e+06 wall_t:1314 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:0.648 +2026-01-08 13:22:52 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1895.10 total_reward_ma:1540.71 loss:0.04923 fps:1370 +frame:1.81e+06 wall_t:1321 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:0.6604 +2026-01-08 13:23:00 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1851.21 total_reward_ma:1548.71 loss:0.01834 fps:1369 +frame:1.82e+06 wall_t:1329 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:0.7223 +2026-01-08 13:23:07 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1831.38 total_reward_ma:1556.11 loss:0.03107 fps:1370 +frame:1.83e+06 wall_t:1336 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:0.7225 +2026-01-08 13:23:15 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1835.90 total_reward_ma:1563.18 loss:0.03033 fps:1369 +frame:1.84e+06 wall_t:1344 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:0.7468 +2026-01-08 13:23:22 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1918.00 total_reward_ma:1570.99 loss:0.02232 fps:1369 +frame:1.85e+06 wall_t:1351 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:0.6965 +2026-01-08 13:23:29 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1989.18 total_reward_ma:1578.92 loss:0.01164 fps:1370 +frame:1.86e+06 wall_t:1358 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:0.6922 +2026-01-08 13:23:36 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1971.86 total_reward_ma:1586.80 loss:0.006125 fps:1370 +frame:1.87e+06 wall_t:1365 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:0.7548 +2026-01-08 13:23:42 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2007.30 total_reward_ma:1595.12 loss:0.06191 fps:1371 +frame:1.88e+06 wall_t:1371 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:0.789 +2026-01-08 13:23:49 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2022.01 total_reward_ma:1603.55 loss:0.033 fps:1372 +frame:1.89e+06 wall_t:1378 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:0.6828 +2026-01-08 13:23:57 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2022.12 total_reward_ma:1611.83 loss:0.05251 fps:1371 +frame:1.90e+06 wall_t:1386 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:0.7133 +2026-01-08 13:24:05 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2011.31 total_reward_ma:1619.68 loss:0.03641 fps:1370 +frame:1.91e+06 wall_t:1394 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:0.7068 +2026-01-08 13:24:12 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1993.47 total_reward_ma:1627.07 loss:0.02644 fps:1370 +frame:1.92e+06 wall_t:1401 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:0.7082 +2026-01-08 13:24:18 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2019.29 total_reward_ma:1634.67 loss:0.007638 fps:1372 +frame:1.93e+06 wall_t:1407 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:0.7433 +2026-01-08 13:24:26 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2056.40 total_reward_ma:1643.02 loss:0.04623 fps:1372 +frame:1.94e+06 wall_t:1414 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:0.7321 +2026-01-08 13:24:33 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2080.49 total_reward_ma:1651.60 loss:0.02862 fps:1372 +frame:1.95e+06 wall_t:1421 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:0.6698 +2026-01-08 13:24:40 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2112.53 total_reward_ma:1660.81 loss:0.01366 fps:1372 +frame:1.96e+06 wall_t:1429 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:0.7112 +2026-01-08 13:24:46 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2126.14 total_reward_ma:1670.57 loss:0.09637 fps:1373 +frame:1.97e+06 wall_t:1435 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:0.6545 +2026-01-08 13:24:54 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2105.99 total_reward_ma:1680.21 loss:0.05887 fps:1372 +frame:1.98e+06 wall_t:1443 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:0.7233 +2026-01-08 13:25:01 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2033.45 total_reward_ma:1689.00 loss:0.0264 fps:1372 +frame:1.99e+06 wall_t:1450 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:0.681 +2026-01-08 13:25:08 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2037.26 total_reward_ma:1697.83 loss:0.04699 fps:1373 +frame:2.00e+06 wall_t:1457 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:0.7115 +2026-01-08 13:25:16 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2075.38 total_reward_ma:1706.46 loss:0.02321 fps:1372 +frame:2.01e+06 wall_t:1465 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:0.766 +2026-01-08 13:25:24 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2048.77 total_reward_ma:1714.68 loss:0.03326 fps:1371 +frame:2.02e+06 wall_t:1473 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:0.7349 +2026-01-08 13:25:30 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1975.58 total_reward_ma:1721.90 loss:0.01492 fps:1373 +frame:2.03e+06 wall_t:1479 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:0.7526 +2026-01-08 13:25:38 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1967.19 total_reward_ma:1729.17 loss:0.0336 fps:1372 +frame:2.04e+06 wall_t:1487 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:0.7389 +2026-01-08 13:25:45 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1937.42 total_reward_ma:1736.00 loss:0.007212 fps:1372 +frame:2.05e+06 wall_t:1494 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:0.7191 +2026-01-08 13:25:52 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1919.65 total_reward_ma:1742.46 loss:0.02845 fps:1372 +frame:2.06e+06 wall_t:1501 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:0.792 +2026-01-08 13:25:59 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1910.00 total_reward_ma:1748.68 loss:0.03922 fps:1374 +frame:2.07e+06 wall_t:1507 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:0.7373 +2026-01-08 13:26:05 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1947.37 total_reward_ma:1754.93 loss:0.01718 fps:1374 +frame:2.08e+06 wall_t:1514 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:0.7201 +2026-01-08 13:26:12 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1944.65 total_reward_ma:1761.19 loss:0.02689 fps:1374 +frame:2.09e+06 wall_t:1521 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:0.6998 +2026-01-08 13:26:19 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1981.37 total_reward_ma:1767.21 loss:0.007598 fps:1374 +frame:2.10e+06 wall_t:1528 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:0.6036 +2026-01-08 13:26:26 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1950.04 total_reward_ma:1772.77 loss:0.04823 fps:1375 +frame:2.11e+06 wall_t:1535 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:0.7047 +2026-01-08 13:26:34 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1964.75 total_reward_ma:1778.42 loss:0.02883 fps:1374 +frame:2.12e+06 wall_t:1543 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:0.6438 +2026-01-08 13:26:42 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1911.42 total_reward_ma:1783.22 loss:0.01481 fps:1373 +frame:2.13e+06 wall_t:1551 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:0.6601 +2026-01-08 13:26:48 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1937.21 total_reward_ma:1788.12 loss:0.02737 fps:1374 +frame:2.14e+06 wall_t:1557 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:0.7055 +2026-01-08 13:26:54 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1941.51 total_reward_ma:1792.82 loss:0.01001 fps:1376 +frame:2.15e+06 wall_t:1563 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:0.7037 +2026-01-08 13:27:02 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1956.61 total_reward_ma:1797.47 loss:0.0111 fps:1375 +frame:2.16e+06 wall_t:1571 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:0.6349 +2026-01-08 13:27:08 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:1997.83 total_reward_ma:1802.52 loss:0.001822 fps:1376 +frame:2.17e+06 wall_t:1577 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:0.6814 +2026-01-08 13:27:15 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2028.36 total_reward_ma:1807.65 loss:0.01921 fps:1376 +frame:2.18e+06 wall_t:1584 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:0.6937 +2026-01-08 13:27:22 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2035.66 total_reward_ma:1812.86 loss:0.02501 fps:1376 +frame:2.19e+06 wall_t:1591 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:0.7089 +2026-01-08 13:27:29 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2100.10 total_reward_ma:1818.02 loss:0.0248 fps:1377 +frame:2.20e+06 wall_t:1598 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:0.6966 +2026-01-08 13:27:36 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2097.54 total_reward_ma:1823.10 loss:0.01796 fps:1377 +frame:2.21e+06 wall_t:1605 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:0.697 +2026-01-08 13:27:42 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2119.39 total_reward_ma:1828.18 loss:0.03658 fps:1378 +frame:2.22e+06 wall_t:1611 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:0.6796 +2026-01-08 13:27:49 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2138.70 total_reward_ma:1833.58 loss:0.009661 fps:1378 +frame:2.23e+06 wall_t:1618 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:0.6406 +2026-01-08 13:27:56 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2139.31 total_reward_ma:1838.83 loss:0.03225 fps:1378 +frame:2.24e+06 wall_t:1625 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:0.6252 +2026-01-08 13:28:04 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2157.46 total_reward_ma:1843.80 loss:0.00604 fps:1378 +frame:2.25e+06 wall_t:1633 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:0.7099 +2026-01-08 13:28:12 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2167.80 total_reward_ma:1848.80 loss:0.02515 fps:1377 +frame:2.26e+06 wall_t:1641 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:0.697 +2026-01-08 13:28:19 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2156.64 total_reward_ma:1853.51 loss:0.0479 fps:1377 +frame:2.27e+06 wall_t:1648 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:0.6917 +2026-01-08 13:28:27 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2140.68 total_reward_ma:1857.89 loss:0.009977 fps:1378 +frame:2.28e+06 wall_t:1655 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:0.662 +2026-01-08 13:28:33 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2151.48 total_reward_ma:1862.47 loss:0.0222 fps:1378 +frame:2.29e+06 wall_t:1662 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:0.6573 +2026-01-08 13:28:41 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2165.02 total_reward_ma:1867.15 loss:0.05287 fps:1377 +frame:2.30e+06 wall_t:1670 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:0.7123 +2026-01-08 13:28:48 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2197.46 total_reward_ma:1872.14 loss:0.04004 fps:1377 +frame:2.31e+06 wall_t:1677 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:0.6967 +2026-01-08 13:28:56 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2174.34 total_reward_ma:1876.70 loss:0.05128 fps:1377 +frame:2.32e+06 wall_t:1685 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:0.6963 +2026-01-08 13:29:02 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2146.29 total_reward_ma:1881.06 loss:0.03328 fps:1378 +frame:2.33e+06 wall_t:1691 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:0.7352 +2026-01-08 13:29:10 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2142.30 total_reward_ma:1885.26 loss:0.004965 fps:1377 +frame:2.34e+06 wall_t:1699 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:0.7172 +2026-01-08 13:29:16 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2191.94 total_reward_ma:1889.98 loss:0.03765 fps:1378 +frame:2.35e+06 wall_t:1705 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:0.7003 +2026-01-08 13:29:23 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2202.06 total_reward_ma:1895.02 loss:0.01072 fps:1379 +frame:2.36e+06 wall_t:1712 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:0.652 +2026-01-08 13:29:30 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2144.25 total_reward_ma:1899.40 loss:0.05409 fps:1379 +frame:2.37e+06 wall_t:1719 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:0.6543 +2026-01-08 13:29:38 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2158.81 total_reward_ma:1903.95 loss:0.05913 fps:1378 +frame:2.38e+06 wall_t:1727 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:0.6948 +2026-01-08 13:29:44 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2139.19 total_reward_ma:1907.75 loss:0.01014 fps:1379 +frame:2.39e+06 wall_t:1733 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:0.6807 +2026-01-08 13:29:51 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2143.40 total_reward_ma:1911.82 loss:0.02781 fps:1379 +frame:2.40e+06 wall_t:1740 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:0.6342 +2026-01-08 13:29:58 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2151.72 total_reward_ma:1916.24 loss:0.0224 fps:1380 +frame:2.41e+06 wall_t:1747 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:0.6789 +2026-01-08 13:30:05 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2166.01 total_reward_ma:1921.13 loss:0.05285 fps:1380 +frame:2.42e+06 wall_t:1754 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:0.7004 +2026-01-08 13:30:12 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2196.45 total_reward_ma:1926.08 loss:0.03394 fps:1380 +frame:2.43e+06 wall_t:1761 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:0.6364 +2026-01-08 13:30:19 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2166.42 total_reward_ma:1930.82 loss:0.06036 fps:1380 +frame:2.44e+06 wall_t:1768 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:0.7325 +2026-01-08 13:30:27 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2157.84 total_reward_ma:1935.25 loss:0.02698 fps:1380 +frame:2.45e+06 wall_t:1776 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:0.7067 +2026-01-08 13:30:36 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2182.38 total_reward_ma:1940.07 loss:0.02708 fps:1378 +frame:2.46e+06 wall_t:1785 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:0.6496 +2026-01-08 13:30:45 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2226.91 total_reward_ma:1945.63 loss:0.02091 fps:1378 +frame:2.47e+06 wall_t:1793 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:0.6745 +2026-01-08 13:30:52 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2222.24 total_reward_ma:1951.26 loss:0.05612 fps:1377 +frame:2.48e+06 wall_t:1801 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:0.7051 +2026-01-08 13:31:00 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2228.10 total_reward_ma:1957.08 loss:0.02679 fps:1376 +frame:2.49e+06 wall_t:1809 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:0.6678 +2026-01-08 13:31:07 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2227.70 total_reward_ma:1962.85 loss:0.01642 fps:1377 +frame:2.50e+06 wall_t:1816 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:0.6542 +2026-01-08 13:31:15 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2191.67 total_reward_ma:1968.04 loss:0.032 fps:1376 +frame:2.51e+06 wall_t:1824 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:0.6561 +2026-01-08 13:31:23 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2244.93 total_reward_ma:1973.55 loss:0.04368 fps:1376 +frame:2.52e+06 wall_t:1832 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:0.6357 +2026-01-08 13:31:30 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2238.66 total_reward_ma:1979.00 loss:0.04185 fps:1376 +frame:2.53e+06 wall_t:1839 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:0.665 +2026-01-08 13:31:38 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2201.21 total_reward_ma:1984.33 loss:-0.001715 fps:1376 +frame:2.54e+06 wall_t:1846 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:0.6118 +2026-01-08 13:31:44 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2179.75 total_reward_ma:1989.55 loss:0.04015 fps:1376 +frame:2.55e+06 wall_t:1853 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:0.6256 +2026-01-08 13:31:52 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2168.67 total_reward_ma:1994.97 loss:0.01263 fps:1376 +frame:2.56e+06 wall_t:1861 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:0.6555 +2026-01-08 13:31:58 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2158.81 total_reward_ma:1999.87 loss:0.004627 fps:1377 +frame:2.57e+06 wall_t:1867 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:0.6893 +2026-01-08 13:32:05 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2140.34 total_reward_ma:2005.02 loss:0.0311 fps:1377 +frame:2.58e+06 wall_t:1874 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:0.5825 +2026-01-08 13:32:13 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2163.73 total_reward_ma:2010.61 loss:0.01609 fps:1376 +frame:2.59e+06 wall_t:1882 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:0.6666 +2026-01-08 13:32:21 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2196.98 total_reward_ma:2016.24 loss:0.0311 fps:1376 +frame:2.60e+06 wall_t:1890 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:0.643 +2026-01-08 13:32:29 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2200.63 total_reward_ma:2021.67 loss:0.01852 fps:1375 +frame:2.61e+06 wall_t:1898 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:0.6427 +2026-01-08 13:32:36 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2196.38 total_reward_ma:2027.00 loss:0.04607 fps:1375 +frame:2.62e+06 wall_t:1905 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:0.6033 +2026-01-08 13:32:43 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2225.43 total_reward_ma:2032.62 loss:0.04096 fps:1376 +frame:2.63e+06 wall_t:1912 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:0.6271 +2026-01-08 13:32:51 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2270.98 total_reward_ma:2038.17 loss:0.03732 fps:1375 +frame:2.64e+06 wall_t:1920 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:0.5891 +2026-01-08 13:32:58 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2267.83 total_reward_ma:2043.72 loss:0.006729 fps:1375 +frame:2.65e+06 wall_t:1927 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:0.5918 +2026-01-08 13:33:06 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2245.88 total_reward_ma:2048.55 loss:0.03323 fps:1375 +frame:2.66e+06 wall_t:1935 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:0.6389 +2026-01-08 13:33:14 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2234.43 total_reward_ma:2053.88 loss:0.04028 fps:1374 +frame:2.67e+06 wall_t:1943 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:0.6825 +2026-01-08 13:33:22 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2221.62 total_reward_ma:2059.25 loss:0.0347 fps:1374 +frame:2.68e+06 wall_t:1951 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:0.6418 +2026-01-08 13:33:30 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2181.88 total_reward_ma:2064.18 loss:0.02782 fps:1374 +frame:2.69e+06 wall_t:1958 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:0.6358 +2026-01-08 13:33:37 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2181.99 total_reward_ma:2068.79 loss:0.06504 fps:1374 +frame:2.70e+06 wall_t:1965 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:0.6522 +2026-01-08 13:33:44 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2167.73 total_reward_ma:2073.17 loss:0.05281 fps:1374 +frame:2.71e+06 wall_t:1972 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:0.6742 +2026-01-08 13:33:51 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2155.45 total_reward_ma:2077.01 loss:0.03152 fps:1374 +frame:2.72e+06 wall_t:1980 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:0.659 +2026-01-08 13:33:58 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2163.83 total_reward_ma:2080.43 loss:0.02601 fps:1374 +frame:2.73e+06 wall_t:1987 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:0.6677 +2026-01-08 13:34:04 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2179.80 total_reward_ma:2083.85 loss:0.009724 fps:1375 +frame:2.74e+06 wall_t:1993 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:0.6266 +2026-01-08 13:34:11 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2204.25 total_reward_ma:2087.46 loss:0.02992 fps:1375 +frame:2.75e+06 wall_t:2000 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:0.6484 +2026-01-08 13:34:18 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2267.82 total_reward_ma:2091.47 loss:0.03303 fps:1375 +frame:2.76e+06 wall_t:2007 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:0.626 +2026-01-08 13:34:26 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2248.62 total_reward_ma:2095.46 loss:0.0138 fps:1375 +frame:2.77e+06 wall_t:2014 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:0.6369 +2026-01-08 13:34:32 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2259.13 total_reward_ma:2099.57 loss:0.0333 fps:1376 +frame:2.78e+06 wall_t:2021 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:0.5854 +2026-01-08 13:34:40 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2234.20 total_reward_ma:2103.39 loss:0.04539 fps:1375 +frame:2.79e+06 wall_t:2029 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:0.6899 +2026-01-08 13:34:48 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2244.36 total_reward_ma:2106.88 loss:0.04589 fps:1375 +frame:2.80e+06 wall_t:2037 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:0.6477 +2026-01-08 13:34:56 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2254.97 total_reward_ma:2110.48 loss:0.001933 fps:1375 +frame:2.81e+06 wall_t:2044 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:0.6402 +2026-01-08 13:35:02 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2237.34 total_reward_ma:2114.34 loss:0.04186 fps:1375 +frame:2.82e+06 wall_t:2051 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:0.6681 +2026-01-08 13:35:10 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2189.41 total_reward_ma:2117.92 loss:0.03064 fps:1374 +frame:2.83e+06 wall_t:2059 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:0.6597 +2026-01-08 13:35:19 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2189.04 total_reward_ma:2121.45 loss:0.009755 fps:1374 +frame:2.84e+06 wall_t:2067 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:0.5871 +2026-01-08 13:35:26 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2199.43 total_reward_ma:2124.27 loss:0.02991 fps:1373 +frame:2.85e+06 wall_t:2075 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:0.6531 +2026-01-08 13:35:33 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2198.09 total_reward_ma:2126.36 loss:0.01096 fps:1374 +frame:2.86e+06 wall_t:2082 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:0.6539 +2026-01-08 13:35:41 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2215.69 total_reward_ma:2128.79 loss:0.03877 fps:1374 +frame:2.87e+06 wall_t:2089 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:0.6217 +2026-01-08 13:35:49 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2231.32 total_reward_ma:2131.03 loss:0.04278 fps:1373 +frame:2.88e+06 wall_t:2098 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:0.6912 +2026-01-08 13:35:56 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2251.81 total_reward_ma:2133.33 loss:0.005992 fps:1373 +frame:2.89e+06 wall_t:2105 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:0.584 +2026-01-08 13:36:03 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2246.12 total_reward_ma:2135.57 loss:0.05563 fps:1373 +frame:2.90e+06 wall_t:2112 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:0.5907 +2026-01-08 13:36:10 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2303.84 total_reward_ma:2138.50 loss:0.02062 fps:1373 +frame:2.91e+06 wall_t:2119 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:0.6277 +2026-01-08 13:36:17 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2330.67 total_reward_ma:2141.87 loss:0.03509 fps:1373 +frame:2.92e+06 wall_t:2126 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:0.6004 +2026-01-08 13:36:24 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2315.97 total_reward_ma:2144.84 loss:0.02805 fps:1374 +frame:2.93e+06 wall_t:2133 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:0.6104 +2026-01-08 13:36:32 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2247.30 total_reward_ma:2146.75 loss:0.03605 fps:1373 +frame:2.94e+06 wall_t:2141 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:0.5797 +2026-01-08 13:36:39 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2237.12 total_reward_ma:2148.31 loss:0.03395 fps:1374 +frame:2.95e+06 wall_t:2147 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:0.6185 +2026-01-08 13:36:47 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2239.08 total_reward_ma:2149.58 loss:0.04763 fps:1373 +frame:2.96e+06 wall_t:2156 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:0.6183 +2026-01-08 13:36:55 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2213.55 total_reward_ma:2150.45 loss:0.0342 fps:1372 +frame:2.97e+06 wall_t:2164 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:0.5468 +2026-01-08 13:37:02 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2224.88 total_reward_ma:2151.64 loss:0.02007 fps:1373 +frame:2.98e+06 wall_t:2171 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:0.5711 +2026-01-08 13:37:09 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2175.39 total_reward_ma:2153.06 loss:0.01895 fps:1373 +frame:2.99e+06 wall_t:2177 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:0.5612 +2026-01-08 13:37:15 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2180.26 total_reward_ma:2154.49 loss:0.002764 fps:1374 +frame:3.00e+06 wall_t:2184 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:0.645 +2026-01-08 13:37:22 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2157.58 total_reward_ma:2155.31 loss:0.02932 fps:1374 +frame:3.01e+06 wall_t:2191 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:0.601 +2026-01-08 13:37:30 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2199.92 total_reward_ma:2156.82 loss:0.007572 fps:1373 +frame:3.02e+06 wall_t:2199 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:0.65 +2026-01-08 13:37:37 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2175.84 total_reward_ma:2158.83 loss:0.04494 fps:1374 +frame:3.03e+06 wall_t:2206 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:0.5469 +2026-01-08 13:37:45 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2164.50 total_reward_ma:2160.80 loss:0.05132 fps:1373 +frame:3.04e+06 wall_t:2214 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:0.5493 +2026-01-08 13:37:53 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2144.18 total_reward_ma:2162.87 loss:0.01751 fps:1373 +frame:3.05e+06 wall_t:2222 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:0.5846 +2026-01-08 13:38:00 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2139.76 total_reward_ma:2165.07 loss:0.006723 fps:1373 +frame:3.06e+06 wall_t:2229 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:0.5925 +2026-01-08 13:38:07 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2169.93 total_reward_ma:2167.67 loss:0.04916 fps:1373 +frame:3.07e+06 wall_t:2236 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:0.6227 +2026-01-08 13:38:13 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2150.97 total_reward_ma:2169.70 loss:0.03537 fps:1374 +frame:3.08e+06 wall_t:2242 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:0.6337 +2026-01-08 13:38:21 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2155.60 total_reward_ma:2171.81 loss:0.02408 fps:1373 +frame:3.09e+06 wall_t:2250 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:0.6005 +2026-01-08 13:38:29 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2166.94 total_reward_ma:2173.67 loss:0.005268 fps:1373 +frame:3.10e+06 wall_t:2258 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:0.5929 +2026-01-08 13:38:36 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2106.63 total_reward_ma:2175.23 loss:0.04936 fps:1373 +frame:3.11e+06 wall_t:2265 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:0.5716 +2026-01-08 13:38:43 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2172.33 total_reward_ma:2177.31 loss:0.03099 fps:1373 +frame:3.12e+06 wall_t:2272 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:0.6065 +2026-01-08 13:38:50 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2186.88 total_reward_ma:2180.06 loss:0.0271 fps:1373 +frame:3.13e+06 wall_t:2279 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:0.5243 +2026-01-08 13:38:57 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2193.74 total_reward_ma:2182.63 loss:0.03047 fps:1374 +frame:3.14e+06 wall_t:2286 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:0.5698 +2026-01-08 13:39:04 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2232.19 total_reward_ma:2185.54 loss:0.02742 fps:1374 +frame:3.15e+06 wall_t:2293 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:0.5975 +2026-01-08 13:39:10 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2238.67 total_reward_ma:2188.36 loss:0.01459 fps:1375 +frame:3.16e+06 wall_t:2299 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:0.602 +2026-01-08 13:39:18 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2258.92 total_reward_ma:2190.97 loss:0.01458 fps:1374 +frame:3.17e+06 wall_t:2307 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:0.5834 +2026-01-08 13:39:26 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2285.25 total_reward_ma:2193.54 loss:0.04074 fps:1374 +frame:3.18e+06 wall_t:2315 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:0.5333 +2026-01-08 13:39:34 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2291.73 total_reward_ma:2196.10 loss:0.02386 fps:1373 +frame:3.19e+06 wall_t:2323 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:0.5532 +2026-01-08 13:39:41 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2296.02 total_reward_ma:2198.06 loss:0.02819 fps:1373 +frame:3.20e+06 wall_t:2330 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:0.6333 +2026-01-08 13:39:49 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2318.04 total_reward_ma:2200.26 loss:0.02414 fps:1374 +frame:3.21e+06 wall_t:2337 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:0.6037 +2026-01-08 13:39:55 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2330.82 total_reward_ma:2202.38 loss:0.01978 fps:1374 +frame:3.22e+06 wall_t:2344 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:0.6067 +2026-01-08 13:40:03 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2345.89 total_reward_ma:2204.45 loss:0.01212 fps:1373 +frame:3.23e+06 wall_t:2352 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:0.5945 +2026-01-08 13:40:10 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2421.92 total_reward_ma:2207.27 loss:0.06541 fps:1373 +frame:3.24e+06 wall_t:2359 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:0.5572 +2026-01-08 13:40:17 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2447.09 total_reward_ma:2210.17 loss:0.01112 fps:1374 +frame:3.25e+06 wall_t:2366 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:0.5855 +2026-01-08 13:40:25 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2449.58 total_reward_ma:2212.99 loss:0.02706 fps:1373 +frame:3.26e+06 wall_t:2374 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:0.5947 +2026-01-08 13:40:31 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2465.87 total_reward_ma:2216.08 loss:0.02459 fps:1374 +frame:3.27e+06 wall_t:2380 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:0.6078 +2026-01-08 13:40:38 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2425.84 total_reward_ma:2218.93 loss:0.05321 fps:1374 +frame:3.28e+06 wall_t:2387 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:0.6346 +2026-01-08 13:40:46 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2441.76 total_reward_ma:2221.83 loss:0.008072 fps:1374 +frame:3.29e+06 wall_t:2395 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:0.6255 +2026-01-08 13:40:53 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2449.69 total_reward_ma:2224.68 loss:0.03446 fps:1374 +frame:3.30e+06 wall_t:2402 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:0.6417 +2026-01-08 13:41:01 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2450.08 total_reward_ma:2227.21 loss:0.03056 fps:1373 +frame:3.31e+06 wall_t:2410 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:0.6496 +2026-01-08 13:41:08 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2449.34 total_reward_ma:2229.96 loss:0.06132 fps:1374 +frame:3.32e+06 wall_t:2417 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:0.6417 +2026-01-08 13:41:14 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2468.39 total_reward_ma:2233.18 loss:0.004638 fps:1374 +frame:3.33e+06 wall_t:2423 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:0.6089 +2026-01-08 13:41:22 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2449.29 total_reward_ma:2236.25 loss:0.01038 fps:1374 +frame:3.34e+06 wall_t:2430 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:0.5618 +2026-01-08 13:41:30 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2445.23 total_reward_ma:2238.78 loss:0.01557 fps:1374 +frame:3.35e+06 wall_t:2439 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:0.5835 +2026-01-08 13:41:37 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2445.25 total_reward_ma:2241.21 loss:0.01777 fps:1374 +frame:3.36e+06 wall_t:2446 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:0.6489 +2026-01-08 13:41:44 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2438.33 total_reward_ma:2244.15 loss:0.004532 fps:1374 +frame:3.37e+06 wall_t:2453 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:0.6083 +2026-01-08 13:41:51 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2454.92 total_reward_ma:2247.12 loss:0.02482 fps:1374 +frame:3.38e+06 wall_t:2460 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:0.6219 +2026-01-08 13:41:58 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2479.78 total_reward_ma:2250.52 loss:0.02174 fps:1374 +frame:3.39e+06 wall_t:2467 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:0.6894 +2026-01-08 13:42:06 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2481.85 total_reward_ma:2253.91 loss:0.02833 fps:1374 +frame:3.40e+06 wall_t:2475 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:0.6303 +2026-01-08 13:42:13 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2470.59 total_reward_ma:2257.09 loss:0.02311 fps:1374 +frame:3.41e+06 wall_t:2481 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:0.631 +2026-01-08 13:42:20 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2472.15 total_reward_ma:2260.16 loss:0.0132 fps:1374 +frame:3.42e+06 wall_t:2489 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:0.5705 +2026-01-08 13:42:28 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2445.82 total_reward_ma:2262.65 loss:0.06958 fps:1374 +frame:3.43e+06 wall_t:2497 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:0.6191 +2026-01-08 13:42:35 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2344.50 total_reward_ma:2264.43 loss:0.05171 fps:1374 +frame:3.44e+06 wall_t:2504 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:0.566 +2026-01-08 13:42:42 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2334.25 total_reward_ma:2266.19 loss:0.04843 fps:1374 +frame:3.45e+06 wall_t:2511 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:0.5399 +2026-01-08 13:42:49 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2310.65 total_reward_ma:2267.48 loss:0.03831 fps:1374 +frame:3.46e+06 wall_t:2518 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:0.6086 +2026-01-08 13:42:56 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2279.57 total_reward_ma:2268.00 loss:0.03582 fps:1374 +frame:3.47e+06 wall_t:2525 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:0.5255 +2026-01-08 13:43:04 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2291.14 total_reward_ma:2268.69 loss:0.02831 fps:1374 +frame:3.48e+06 wall_t:2533 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:0.5406 +2026-01-08 13:43:12 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2297.61 total_reward_ma:2269.39 loss:0.02908 fps:1373 +frame:3.49e+06 wall_t:2541 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:0.5814 +2026-01-08 13:43:19 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2294.81 total_reward_ma:2270.06 loss:0.03446 fps:1374 +frame:3.50e+06 wall_t:2548 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:0.5754 +2026-01-08 13:43:26 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2290.81 total_reward_ma:2271.05 loss:0.02632 fps:1374 +frame:3.51e+06 wall_t:2555 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:0.4937 +2026-01-08 13:43:34 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2330.47 total_reward_ma:2271.91 loss:0.01453 fps:1373 +frame:3.52e+06 wall_t:2563 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:0.5627 +2026-01-08 13:43:42 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2338.70 total_reward_ma:2272.91 loss:0.02794 fps:1373 +frame:3.53e+06 wall_t:2571 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:0.6465 +2026-01-08 13:43:49 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2362.39 total_reward_ma:2274.52 loss:-0.003168 fps:1373 +frame:3.54e+06 wall_t:2578 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:0.6873 +2026-01-08 13:43:56 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2358.30 total_reward_ma:2276.30 loss:0.03947 fps:1373 +frame:3.55e+06 wall_t:2585 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:0.6752 +2026-01-08 13:44:03 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2375.33 total_reward_ma:2278.37 loss:0.02224 fps:1373 +frame:3.56e+06 wall_t:2592 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:0.6971 +2026-01-08 13:44:11 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2390.58 total_reward_ma:2280.69 loss:0.06247 fps:1373 +frame:3.57e+06 wall_t:2600 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:0.6104 +2026-01-08 13:44:19 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2411.89 total_reward_ma:2283.40 loss:0.008997 fps:1373 +frame:3.58e+06 wall_t:2608 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:0.5582 +2026-01-08 13:44:25 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2403.35 total_reward_ma:2285.80 loss:0.02059 fps:1373 +frame:3.59e+06 wall_t:2614 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:0.6694 +2026-01-08 13:44:32 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2412.67 total_reward_ma:2287.96 loss:0.0007041 fps:1374 +frame:3.60e+06 wall_t:2621 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:0.6032 +2026-01-08 13:44:39 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2414.82 total_reward_ma:2290.10 loss:0.05839 fps:1374 +frame:3.61e+06 wall_t:2628 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:0.6302 +2026-01-08 13:44:46 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2454.76 total_reward_ma:2292.68 loss:0.01775 fps:1374 +frame:3.62e+06 wall_t:2635 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:0.6487 +2026-01-08 13:44:54 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2450.44 total_reward_ma:2294.93 loss:-0.003541 fps:1373 +frame:3.63e+06 wall_t:2643 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:0.6108 +2026-01-08 13:45:01 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2483.90 total_reward_ma:2297.06 loss:0.05723 fps:1374 +frame:3.64e+06 wall_t:2650 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:0.6874 +2026-01-08 13:45:08 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2518.89 total_reward_ma:2299.57 loss:0.03721 fps:1374 +frame:3.65e+06 wall_t:2657 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:0.6958 +2026-01-08 13:45:16 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2559.82 total_reward_ma:2302.71 loss:0.04613 fps:1373 +frame:3.66e+06 wall_t:2665 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:0.6404 +2026-01-08 13:45:23 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2596.45 total_reward_ma:2306.33 loss:0.01397 fps:1374 +frame:3.67e+06 wall_t:2672 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:0.6352 +2026-01-08 13:45:30 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2636.56 total_reward_ma:2310.48 loss:0.008893 fps:1374 +frame:3.68e+06 wall_t:2679 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:0.635 +2026-01-08 13:45:37 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2665.07 total_reward_ma:2315.31 loss:0.006849 fps:1374 +frame:3.69e+06 wall_t:2686 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:0.5712 +2026-01-08 13:45:45 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2726.96 total_reward_ma:2320.76 loss:0.03511 fps:1374 +frame:3.70e+06 wall_t:2693 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:0.5865 +2026-01-08 13:45:52 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2784.16 total_reward_ma:2326.93 loss:0.001462 fps:1374 +frame:3.71e+06 wall_t:2701 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:0.5159 +2026-01-08 13:45:58 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2804.73 total_reward_ma:2333.42 loss:0.01075 fps:1374 +frame:3.72e+06 wall_t:2707 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:0.5934 +2026-01-08 13:46:05 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2821.57 total_reward_ma:2340.00 loss:0.05025 fps:1374 +frame:3.73e+06 wall_t:2714 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:0.6442 +2026-01-08 13:46:13 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2830.24 total_reward_ma:2346.50 loss:0.03353 fps:1374 +frame:3.74e+06 wall_t:2722 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:0.5921 +2026-01-08 13:46:19 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2858.59 total_reward_ma:2353.04 loss:0.04588 fps:1375 +frame:3.75e+06 wall_t:2728 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:0.5932 +2026-01-08 13:46:26 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2878.86 total_reward_ma:2359.16 loss:0.013 fps:1375 +frame:3.76e+06 wall_t:2735 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:0.6598 +2026-01-08 13:46:33 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2868.87 total_reward_ma:2365.36 loss:-0.004701 fps:1375 +frame:3.77e+06 wall_t:2742 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:0.6305 +2026-01-08 13:46:40 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2885.51 total_reward_ma:2371.62 loss:0.03456 fps:1375 +frame:3.78e+06 wall_t:2749 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:0.5993 +2026-01-08 13:46:47 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2895.30 total_reward_ma:2378.23 loss:0.06318 fps:1375 +frame:3.79e+06 wall_t:2756 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:0.5694 +2026-01-08 13:46:54 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2820.10 total_reward_ma:2383.99 loss:0.02689 fps:1375 +frame:3.80e+06 wall_t:2763 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:0.5779 +2026-01-08 13:47:01 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2791.81 total_reward_ma:2389.36 loss:0.06891 fps:1375 +frame:3.81e+06 wall_t:2770 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:0.608 +2026-01-08 13:47:08 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2787.12 total_reward_ma:2394.86 loss:0.06594 fps:1376 +frame:3.82e+06 wall_t:2777 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:0.5686 +2026-01-08 13:47:15 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2783.32 total_reward_ma:2400.80 loss:0.0128 fps:1376 +frame:3.83e+06 wall_t:2784 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:0.5809 +2026-01-08 13:47:22 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2757.95 total_reward_ma:2406.48 loss:0.009496 fps:1376 +frame:3.84e+06 wall_t:2791 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:0.5788 +2026-01-08 13:47:29 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2737.85 total_reward_ma:2411.87 loss:0.02974 fps:1376 +frame:3.85e+06 wall_t:2798 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:0.6499 +2026-01-08 13:47:36 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2704.46 total_reward_ma:2416.93 loss:0.02008 fps:1376 +frame:3.86e+06 wall_t:2805 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:0.6223 +2026-01-08 13:47:43 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2711.49 total_reward_ma:2421.89 loss:0.02119 fps:1376 +frame:3.87e+06 wall_t:2812 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:0.6552 +2026-01-08 13:47:50 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2675.60 total_reward_ma:2426.33 loss:0.03366 fps:1376 +frame:3.88e+06 wall_t:2819 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:0.5726 +2026-01-08 13:47:57 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2623.52 total_reward_ma:2430.05 loss:0.08268 fps:1377 +frame:3.89e+06 wall_t:2826 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:0.5928 +2026-01-08 13:48:05 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2591.81 total_reward_ma:2433.51 loss:0.00567 fps:1376 +frame:3.90e+06 wall_t:2834 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:0.5575 +2026-01-08 13:48:12 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2561.43 total_reward_ma:2436.08 loss:0.005944 fps:1377 +frame:3.91e+06 wall_t:2840 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:0.5975 +2026-01-08 13:48:19 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2547.59 total_reward_ma:2438.25 loss:0.01748 fps:1376 +frame:3.92e+06 wall_t:2848 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:0.5594 +2026-01-08 13:48:25 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2546.28 total_reward_ma:2440.56 loss:0.0669 fps:1377 +frame:3.93e+06 wall_t:2854 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:0.681 +2026-01-08 13:48:33 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2533.26 total_reward_ma:2443.42 loss:0.05528 fps:1377 +frame:3.94e+06 wall_t:2862 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:0.5884 +2026-01-08 13:48:41 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2522.88 total_reward_ma:2446.27 loss:0.02351 fps:1376 +frame:3.95e+06 wall_t:2870 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:0.6313 +2026-01-08 13:48:48 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2516.41 total_reward_ma:2449.05 loss:0.04689 fps:1376 +frame:3.96e+06 wall_t:2877 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:0.6521 +2026-01-08 13:48:55 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2551.66 total_reward_ma:2452.43 loss:0.02031 fps:1377 +frame:3.97e+06 wall_t:2884 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:0.6268 +2026-01-08 13:49:02 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2539.70 total_reward_ma:2455.57 loss:0.01397 fps:1377 +frame:3.98e+06 wall_t:2891 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:0.6537 +2026-01-08 13:49:09 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2525.70 total_reward_ma:2459.08 loss:0.03735 fps:1377 +frame:3.99e+06 wall_t:2898 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:0.5953 +2026-01-08 13:49:16 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2508.18 total_reward_ma:2462.36 loss:0.01311 fps:1377 +frame:4.00e+06 wall_t:2904 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:0.6665 +2026-01-08 13:49:23 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2528.78 total_reward_ma:2466.07 loss:0.06082 fps:1377 +frame:4.01e+06 wall_t:2912 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:0.6203 +2026-01-08 13:49:29 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2544.11 total_reward_ma:2469.51 loss:0.02397 fps:1378 +frame:4.02e+06 wall_t:2918 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:0.6383 +2026-01-08 13:49:35 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2617.10 total_reward_ma:2473.92 loss:0.03352 fps:1378 +frame:4.03e+06 wall_t:2924 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:0.6263 +2026-01-08 13:49:43 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2617.17 total_reward_ma:2478.45 loss:0.02663 fps:1378 +frame:4.04e+06 wall_t:2932 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:0.6074 +2026-01-08 13:49:51 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2607.70 total_reward_ma:2483.09 loss:0.05393 fps:1378 +frame:4.05e+06 wall_t:2940 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:0.6294 +2026-01-08 13:49:58 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2607.57 total_reward_ma:2487.76 loss:0.033 fps:1378 +frame:4.06e+06 wall_t:2947 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:0.6481 +2026-01-08 13:50:05 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2638.61 total_reward_ma:2492.45 loss:0.05236 fps:1378 +frame:4.07e+06 wall_t:2954 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:0.6008 +2026-01-08 13:50:12 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2633.53 total_reward_ma:2497.28 loss:-0.0002841 fps:1378 +frame:4.08e+06 wall_t:2961 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:0.6138 +2026-01-08 13:50:19 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2619.60 total_reward_ma:2501.92 loss:0.02808 fps:1378 +frame:4.09e+06 wall_t:2968 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:0.5912 +2026-01-08 13:50:25 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2615.20 total_reward_ma:2506.40 loss:0.008749 fps:1379 +frame:4.10e+06 wall_t:2974 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:0.5786 +2026-01-08 13:50:31 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2647.30 total_reward_ma:2511.81 loss:0.0593 fps:1379 +frame:4.11e+06 wall_t:2980 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:0.611 +2026-01-08 13:50:39 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2689.51 total_reward_ma:2516.98 loss:0.005253 fps:1379 +frame:4.12e+06 wall_t:2988 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:0.5092 +2026-01-08 13:50:47 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2664.52 total_reward_ma:2521.75 loss:0.01028 fps:1379 +frame:4.13e+06 wall_t:2996 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:0.5798 +2026-01-08 13:50:55 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2673.10 total_reward_ma:2526.55 loss:0.01622 fps:1378 +frame:4.14e+06 wall_t:3004 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:0.6094 +2026-01-08 13:51:02 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2677.17 total_reward_ma:2531.00 loss:0.04269 fps:1378 +frame:4.15e+06 wall_t:3011 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:0.6214 +2026-01-08 13:51:10 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2702.34 total_reward_ma:2535.63 loss:0.01926 fps:1378 +frame:4.16e+06 wall_t:3019 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:0.5369 +2026-01-08 13:51:17 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2717.80 total_reward_ma:2540.22 loss:0.03923 fps:1378 +frame:4.17e+06 wall_t:3026 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:0.5644 +2026-01-08 13:51:25 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2733.94 total_reward_ma:2544.71 loss:0.01848 fps:1378 +frame:4.18e+06 wall_t:3034 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:0.5864 +2026-01-08 13:51:32 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2725.01 total_reward_ma:2549.04 loss:0.01135 fps:1378 +frame:4.19e+06 wall_t:3041 t:261875 epi:nan +opt_step:65440 lr:0.0001453 clip_eps:0.1 entropy:0.567 +2026-01-08 13:51:40 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2751.67 total_reward_ma:2553.60 loss:0.0437 fps:1378 +frame:4.20e+06 wall_t:3049 t:262500 epi:nan +opt_step:65600 lr:0.000145 clip_eps:0.1 entropy:0.5861 +2026-01-08 13:51:47 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2753.52 total_reward_ma:2557.95 loss:0.007219 fps:1378 +frame:4.21e+06 wall_t:3056 t:263125 epi:nan +opt_step:65760 lr:0.0001448 clip_eps:0.1 entropy:0.5924 +2026-01-08 13:51:54 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2748.78 total_reward_ma:2562.13 loss:0.03885 fps:1378 +frame:4.22e+06 wall_t:3063 t:263750 epi:nan +opt_step:65920 lr:0.0001445 clip_eps:0.1 entropy:0.6266 +2026-01-08 13:52:01 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2758.75 total_reward_ma:2566.26 loss:0.005422 fps:1378 +frame:4.23e+06 wall_t:3070 t:264375 epi:nan +opt_step:66080 lr:0.0001443 clip_eps:0.1 entropy:0.643 +2026-01-08 13:52:09 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2740.64 total_reward_ma:2569.45 loss:0.01032 fps:1378 +frame:4.24e+06 wall_t:3078 t:265000 epi:nan +opt_step:66240 lr:0.000144 clip_eps:0.1 entropy:0.6465 +2026-01-08 13:52:16 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2767.11 total_reward_ma:2572.65 loss:0.03404 fps:1378 +frame:4.25e+06 wall_t:3085 t:265625 epi:nan +opt_step:66400 lr:0.0001438 clip_eps:0.1 entropy:0.531 +2026-01-08 13:52:24 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2749.20 total_reward_ma:2575.65 loss:0.05587 fps:1377 +frame:4.26e+06 wall_t:3093 t:266250 epi:nan +opt_step:66560 lr:0.0001435 clip_eps:0.1 entropy:0.5681 +2026-01-08 13:52:31 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2730.87 total_reward_ma:2578.30 loss:0.05244 fps:1377 +frame:4.27e+06 wall_t:3100 t:266875 epi:nan +opt_step:66688 lr:0.0001433 clip_eps:0.1 entropy:0.6537 +2026-01-08 13:52:38 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2732.52 total_reward_ma:2581.36 loss:0.03382 fps:1378 +frame:4.28e+06 wall_t:3107 t:267500 epi:nan +opt_step:66848 lr:0.000143 clip_eps:0.1 entropy:0.6019 +2026-01-08 13:52:47 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2723.48 total_reward_ma:2584.18 loss:0.04911 fps:1377 +frame:4.29e+06 wall_t:3116 t:268125 epi:nan +opt_step:67008 lr:0.0001428 clip_eps:0.1 entropy:0.571 +2026-01-08 13:52:54 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2716.70 total_reward_ma:2586.85 loss:0.02794 fps:1377 +frame:4.30e+06 wall_t:3123 t:268750 epi:nan +opt_step:67168 lr:0.0001425 clip_eps:0.1 entropy:0.6067 +2026-01-08 13:53:02 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2728.35 total_reward_ma:2589.63 loss:0.006926 fps:1377 +frame:4.31e+06 wall_t:3131 t:269375 epi:nan +opt_step:67328 lr:0.0001423 clip_eps:0.1 entropy:0.527 +2026-01-08 13:53:08 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2720.60 total_reward_ma:2592.34 loss:0.02691 fps:1377 +frame:4.32e+06 wall_t:3137 t:270000 epi:nan +opt_step:67488 lr:0.000142 clip_eps:0.1 entropy:0.5415 +2026-01-08 13:53:15 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2715.60 total_reward_ma:2594.82 loss:0.02947 fps:1377 +frame:4.33e+06 wall_t:3144 t:270625 epi:nan +opt_step:67648 lr:0.0001418 clip_eps:0.1 entropy:0.5868 +2026-01-08 13:53:22 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2698.69 total_reward_ma:2597.31 loss:0.01426 fps:1377 +frame:4.34e+06 wall_t:3151 t:271250 epi:nan +opt_step:67808 lr:0.0001415 clip_eps:0.1 entropy:0.5593 +2026-01-08 13:53:30 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2690.47 total_reward_ma:2599.76 loss:0.054 fps:1377 +frame:4.35e+06 wall_t:3159 t:271875 epi:nan +opt_step:67968 lr:0.0001413 clip_eps:0.1 entropy:0.577 +2026-01-08 13:53:36 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2725.40 total_reward_ma:2602.56 loss:0.02344 fps:1378 +frame:4.36e+06 wall_t:3165 t:272500 epi:nan +opt_step:68096 lr:0.000141 clip_eps:0.1 entropy:0.6636 +2026-01-08 13:53:44 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2723.39 total_reward_ma:2605.42 loss:0.02947 fps:1377 +frame:4.37e+06 wall_t:3173 t:273125 epi:nan +opt_step:68256 lr:0.0001408 clip_eps:0.1 entropy:0.5936 +2026-01-08 13:53:52 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2726.61 total_reward_ma:2608.13 loss:0.02309 fps:1377 +frame:4.38e+06 wall_t:3181 t:273750 epi:nan +opt_step:68416 lr:0.0001405 clip_eps:0.1 entropy:0.5851 +2026-01-08 13:54:00 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2694.39 total_reward_ma:2610.28 loss:0.0914 fps:1377 +frame:4.39e+06 wall_t:3189 t:274375 epi:nan +opt_step:68576 lr:0.0001403 clip_eps:0.1 entropy:0.6591 +2026-01-08 13:54:07 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2682.02 total_reward_ma:2612.28 loss:0.01307 fps:1377 +frame:4.40e+06 wall_t:3196 t:275000 epi:nan +opt_step:68736 lr:0.00014 clip_eps:0.1 entropy:0.6226 +2026-01-08 13:54:14 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2730.32 total_reward_ma:2614.88 loss:0.00794 fps:1377 +frame:4.41e+06 wall_t:3203 t:275625 epi:nan +opt_step:68896 lr:0.0001398 clip_eps:0.1 entropy:0.5427 +2026-01-08 13:54:22 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2727.92 total_reward_ma:2617.44 loss:0.02595 fps:1377 +frame:4.42e+06 wall_t:3211 t:276250 epi:nan +opt_step:69056 lr:0.0001395 clip_eps:0.1 entropy:0.6064 +2026-01-08 13:54:29 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2724.74 total_reward_ma:2620.22 loss:0.03427 fps:1377 +frame:4.43e+06 wall_t:3218 t:276875 epi:nan +opt_step:69216 lr:0.0001393 clip_eps:0.1 entropy:0.6017 +2026-01-08 13:54:36 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2728.16 total_reward_ma:2624.06 loss:0.0585 fps:1377 +frame:4.44e+06 wall_t:3224 t:277500 epi:nan +opt_step:69344 lr:0.000139 clip_eps:0.1 entropy:0.6462 +2026-01-08 13:54:43 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2765.90 total_reward_ma:2628.38 loss:0.01466 fps:1377 +frame:4.45e+06 wall_t:3232 t:278125 epi:nan +opt_step:69504 lr:0.0001388 clip_eps:0.1 entropy:0.5902 +2026-01-08 13:54:50 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2777.92 total_reward_ma:2633.05 loss:0.009723 fps:1377 +frame:4.46e+06 wall_t:3239 t:278750 epi:nan +opt_step:69664 lr:0.0001385 clip_eps:0.1 entropy:0.5533 +2026-01-08 13:54:57 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2786.38 total_reward_ma:2638.12 loss:0.05877 fps:1377 +frame:4.47e+06 wall_t:3246 t:279375 epi:nan +opt_step:69824 lr:0.0001383 clip_eps:0.1 entropy:0.588 +2026-01-08 13:55:04 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2785.11 total_reward_ma:2643.06 loss:0.01396 fps:1377 +frame:4.48e+06 wall_t:3253 t:280000 epi:nan +opt_step:69984 lr:0.000138 clip_eps:0.1 entropy:0.5578 +2026-01-08 13:55:11 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2770.48 total_reward_ma:2647.79 loss:0.04004 fps:1377 +frame:4.49e+06 wall_t:3260 t:280625 epi:nan +opt_step:70144 lr:0.0001378 clip_eps:0.1 entropy:0.5788 +2026-01-08 13:55:18 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2754.94 total_reward_ma:2652.39 loss:0.02884 fps:1377 +frame:4.50e+06 wall_t:3267 t:281250 epi:nan +opt_step:70304 lr:0.0001375 clip_eps:0.1 entropy:0.5311 +2026-01-08 13:55:25 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2789.88 total_reward_ma:2657.38 loss:0.05003 fps:1378 +frame:4.51e+06 wall_t:3274 t:281875 epi:nan +opt_step:70464 lr:0.0001373 clip_eps:0.1 entropy:0.5194 +2026-01-08 13:55:31 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2872.38 total_reward_ma:2662.80 loss:0.05577 fps:1378 +frame:4.52e+06 wall_t:3280 t:282500 epi:nan +opt_step:70624 lr:0.000137 clip_eps:0.1 entropy:0.5452 +2026-01-08 13:55:38 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2896.14 total_reward_ma:2668.37 loss:0.03893 fps:1378 +frame:4.53e+06 wall_t:3287 t:283125 epi:nan +opt_step:70752 lr:0.0001368 clip_eps:0.1 entropy:0.5709 +2026-01-08 13:55:44 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2893.65 total_reward_ma:2673.68 loss:0.03203 fps:1379 +frame:4.54e+06 wall_t:3293 t:283750 epi:nan +opt_step:70912 lr:0.0001365 clip_eps:0.1 entropy:0.5257 +2026-01-08 13:55:52 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2902.09 total_reward_ma:2679.12 loss:0.03398 fps:1379 +frame:4.55e+06 wall_t:3300 t:284375 epi:nan +opt_step:71072 lr:0.0001363 clip_eps:0.1 entropy:0.602 +2026-01-08 13:55:59 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2925.34 total_reward_ma:2684.62 loss:0.02653 fps:1378 +frame:4.56e+06 wall_t:3308 t:285000 epi:nan +opt_step:71232 lr:0.000136 clip_eps:0.1 entropy:0.553 +2026-01-08 13:56:06 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2942.62 total_reward_ma:2690.14 loss:0.02605 fps:1379 +frame:4.57e+06 wall_t:3315 t:285625 epi:nan +opt_step:71392 lr:0.0001358 clip_eps:0.1 entropy:0.5938 +2026-01-08 13:56:13 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2959.05 total_reward_ma:2695.61 loss:0.07606 fps:1379 +frame:4.58e+06 wall_t:3322 t:286250 epi:nan +opt_step:71552 lr:0.0001355 clip_eps:0.1 entropy:0.5612 +2026-01-08 13:56:22 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2960.84 total_reward_ma:2701.19 loss:0.03774 fps:1378 +frame:4.59e+06 wall_t:3331 t:286875 epi:nan +opt_step:71712 lr:0.0001353 clip_eps:0.1 entropy:0.567 +2026-01-08 13:56:29 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2953.27 total_reward_ma:2706.60 loss:0.05964 fps:1378 +frame:4.60e+06 wall_t:3338 t:287500 epi:nan +opt_step:71872 lr:0.000135 clip_eps:0.1 entropy:0.6161 +2026-01-08 13:56:36 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2911.74 total_reward_ma:2711.57 loss:0.038 fps:1378 +frame:4.61e+06 wall_t:3345 t:288125 epi:nan +opt_step:72000 lr:0.0001348 clip_eps:0.1 entropy:0.5941 +2026-01-08 13:56:43 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2952.16 total_reward_ma:2716.54 loss:0.05595 fps:1378 +frame:4.62e+06 wall_t:3352 t:288750 epi:nan +opt_step:72160 lr:0.0001345 clip_eps:0.1 entropy:0.5248 +2026-01-08 13:56:51 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2924.98 total_reward_ma:2721.28 loss:0.02001 fps:1378 +frame:4.63e+06 wall_t:3360 t:289375 epi:nan +opt_step:72320 lr:0.0001343 clip_eps:0.1 entropy:0.6135 +2026-01-08 13:56:58 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2924.03 total_reward_ma:2725.69 loss:0.01705 fps:1378 +frame:4.64e+06 wall_t:3367 t:290000 epi:nan +opt_step:72480 lr:0.000134 clip_eps:0.1 entropy:0.5407 +2026-01-08 13:57:06 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2945.62 total_reward_ma:2729.95 loss:0.03979 fps:1378 +frame:4.65e+06 wall_t:3375 t:290625 epi:nan +opt_step:72640 lr:0.0001338 clip_eps:0.1 entropy:0.5731 +2026-01-08 13:57:13 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2934.22 total_reward_ma:2733.70 loss:0.01488 fps:1378 +frame:4.66e+06 wall_t:3382 t:291250 epi:nan +opt_step:72800 lr:0.0001335 clip_eps:0.1 entropy:0.569 +2026-01-08 13:57:20 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2928.21 total_reward_ma:2737.01 loss:0.03302 fps:1378 +frame:4.67e+06 wall_t:3389 t:291875 epi:nan +opt_step:72960 lr:0.0001333 clip_eps:0.1 entropy:0.5429 +2026-01-08 13:57:28 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2930.12 total_reward_ma:2739.95 loss:0.02262 fps:1378 +frame:4.68e+06 wall_t:3397 t:292500 epi:nan +opt_step:73120 lr:0.000133 clip_eps:0.1 entropy:0.6168 +2026-01-08 13:57:35 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2916.08 total_reward_ma:2742.46 loss:0.03094 fps:1378 +frame:4.69e+06 wall_t:3404 t:293125 epi:nan +opt_step:73280 lr:0.0001328 clip_eps:0.1 entropy:0.6299 +2026-01-08 13:57:42 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2909.26 total_reward_ma:2744.28 loss:0.02581 fps:1378 +frame:4.70e+06 wall_t:3411 t:293750 epi:nan +opt_step:73408 lr:0.0001325 clip_eps:0.1 entropy:0.5532 +2026-01-08 13:57:49 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2909.88 total_reward_ma:2745.54 loss:0.05114 fps:1378 +frame:4.71e+06 wall_t:3418 t:294375 epi:nan +opt_step:73568 lr:0.0001323 clip_eps:0.1 entropy:0.6195 +2026-01-08 13:57:56 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2921.60 total_reward_ma:2746.71 loss:0.0253 fps:1378 +frame:4.72e+06 wall_t:3425 t:295000 epi:nan +opt_step:73728 lr:0.000132 clip_eps:0.1 entropy:0.583 +2026-01-08 13:58:03 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2905.25 total_reward_ma:2747.55 loss:0.01319 fps:1378 +frame:4.73e+06 wall_t:3432 t:295625 epi:nan +opt_step:73888 lr:0.0001318 clip_eps:0.1 entropy:0.5481 +2026-01-08 13:58:11 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2923.17 total_reward_ma:2748.48 loss:0.009241 fps:1378 +frame:4.74e+06 wall_t:3440 t:296250 epi:nan +opt_step:74048 lr:0.0001315 clip_eps:0.1 entropy:0.6085 +2026-01-08 13:58:18 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3012.48 total_reward_ma:2750.01 loss:0.02214 fps:1378 +frame:4.75e+06 wall_t:3447 t:296875 epi:nan +opt_step:74208 lr:0.0001313 clip_eps:0.1 entropy:0.5198 +2026-01-08 13:58:24 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3011.94 total_reward_ma:2751.34 loss:0.01769 fps:1379 +frame:4.76e+06 wall_t:3453 t:297500 epi:nan +opt_step:74368 lr:0.000131 clip_eps:0.1 entropy:0.5761 +2026-01-08 13:58:32 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2990.67 total_reward_ma:2752.56 loss:0.03636 fps:1378 +frame:4.77e+06 wall_t:3461 t:298125 epi:nan +opt_step:74528 lr:0.0001308 clip_eps:0.1 entropy:0.6263 +2026-01-08 13:58:39 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2983.55 total_reward_ma:2753.54 loss:0.05316 fps:1378 +frame:4.78e+06 wall_t:3468 t:298750 epi:nan +opt_step:74656 lr:0.0001306 clip_eps:0.1 entropy:0.5519 +2026-01-08 13:58:46 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2972.83 total_reward_ma:2754.32 loss:0.0246 fps:1378 +frame:4.79e+06 wall_t:3475 t:299375 epi:nan +opt_step:74816 lr:0.0001303 clip_eps:0.1 entropy:0.6066 +2026-01-08 13:58:53 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2942.78 total_reward_ma:2755.55 loss:0.01872 fps:1379 +frame:4.80e+06 wall_t:3482 t:300000 epi:nan +opt_step:74976 lr:0.00013 clip_eps:0.1 entropy:0.58 +2026-01-08 13:59:01 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2931.25 total_reward_ma:2756.94 loss:0.02371 fps:1379 +frame:4.81e+06 wall_t:3489 t:300625 epi:nan +opt_step:75136 lr:0.0001298 clip_eps:0.1 entropy:0.5911 +2026-01-08 13:59:08 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2938.19 total_reward_ma:2758.45 loss:0.03604 fps:1378 +frame:4.82e+06 wall_t:3497 t:301250 epi:nan +opt_step:75296 lr:0.0001295 clip_eps:0.1 entropy:0.6002 +2026-01-08 13:59:16 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2936.16 total_reward_ma:2759.98 loss:0.04843 fps:1378 +frame:4.83e+06 wall_t:3505 t:301875 epi:nan +opt_step:75456 lr:0.0001293 clip_eps:0.1 entropy:0.5355 +2026-01-08 13:59:23 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2940.36 total_reward_ma:2761.80 loss:0.02026 fps:1378 +frame:4.84e+06 wall_t:3512 t:302500 epi:nan +opt_step:75616 lr:0.000129 clip_eps:0.1 entropy:0.5313 +2026-01-08 13:59:31 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2966.58 total_reward_ma:2764.09 loss:0.03914 fps:1378 +frame:4.85e+06 wall_t:3520 t:303125 epi:nan +opt_step:75776 lr:0.0001288 clip_eps:0.1 entropy:0.5099 +2026-01-08 13:59:38 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2980.38 total_reward_ma:2766.85 loss:0.03712 fps:1378 +frame:4.86e+06 wall_t:3527 t:303750 epi:nan +opt_step:75936 lr:0.0001285 clip_eps:0.1 entropy:0.535 +2026-01-08 13:59:44 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3001.56 total_reward_ma:2769.75 loss:0.02268 fps:1378 +frame:4.87e+06 wall_t:3533 t:304375 epi:nan +opt_step:76064 lr:0.0001283 clip_eps:0.1 entropy:0.5587 +2026-01-08 13:59:52 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3028.87 total_reward_ma:2773.28 loss:0.04398 fps:1378 +frame:4.88e+06 wall_t:3541 t:305000 epi:nan +opt_step:76224 lr:0.000128 clip_eps:0.1 entropy:0.5356 +2026-01-08 14:00:00 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3009.79 total_reward_ma:2777.15 loss:0.02776 fps:1378 +frame:4.89e+06 wall_t:3549 t:305625 epi:nan +opt_step:76384 lr:0.0001278 clip_eps:0.1 entropy:0.5543 +2026-01-08 14:00:08 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2974.02 total_reward_ma:2780.97 loss:0.02891 fps:1378 +frame:4.90e+06 wall_t:3557 t:306250 epi:nan +opt_step:76544 lr:0.0001275 clip_eps:0.1 entropy:0.5643 +2026-01-08 14:00:17 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2993.84 total_reward_ma:2785.29 loss:0.03787 fps:1377 +frame:4.91e+06 wall_t:3566 t:306875 epi:nan +opt_step:76704 lr:0.0001273 clip_eps:0.1 entropy:0.5692 +2026-01-08 14:00:24 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2989.01 total_reward_ma:2789.71 loss:0.0009569 fps:1377 +frame:4.92e+06 wall_t:3573 t:307500 epi:nan +opt_step:76864 lr:0.000127 clip_eps:0.1 entropy:0.5021 +2026-01-08 14:00:30 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2991.34 total_reward_ma:2794.16 loss:0.03049 fps:1377 +frame:4.93e+06 wall_t:3579 t:308125 epi:nan +opt_step:77024 lr:0.0001268 clip_eps:0.1 entropy:0.5248 +2026-01-08 14:00:37 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2986.08 total_reward_ma:2798.69 loss:0.02206 fps:1378 +frame:4.94e+06 wall_t:3586 t:308750 epi:nan +opt_step:77184 lr:0.0001265 clip_eps:0.1 entropy:0.5622 +2026-01-08 14:00:43 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2975.88 total_reward_ma:2803.22 loss:0.01742 fps:1378 +frame:4.95e+06 wall_t:3592 t:309375 epi:nan +opt_step:77312 lr:0.0001263 clip_eps:0.1 entropy:0.5294 +2026-01-08 14:00:50 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2950.62 total_reward_ma:2807.56 loss:0.06853 fps:1378 +frame:4.96e+06 wall_t:3599 t:310000 epi:nan +opt_step:77472 lr:0.000126 clip_eps:0.1 entropy:0.5576 +2026-01-08 14:00:58 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2977.98 total_reward_ma:2811.82 loss:0.0112 fps:1378 +frame:4.97e+06 wall_t:3607 t:310625 epi:nan +opt_step:77632 lr:0.0001258 clip_eps:0.1 entropy:0.5409 +2026-01-08 14:01:05 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2967.84 total_reward_ma:2816.10 loss:0.03327 fps:1378 +frame:4.98e+06 wall_t:3614 t:311250 epi:nan +opt_step:77792 lr:0.0001255 clip_eps:0.1 entropy:0.5501 +2026-01-08 14:01:12 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2881.34 total_reward_ma:2819.66 loss:0.06145 fps:1378 +frame:4.99e+06 wall_t:3621 t:311875 epi:nan +opt_step:77952 lr:0.0001253 clip_eps:0.1 entropy:0.535 +2026-01-08 14:01:20 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2882.21 total_reward_ma:2823.40 loss:0.05106 fps:1378 +frame:5.00e+06 wall_t:3629 t:312500 epi:nan +opt_step:78112 lr:0.000125 clip_eps:0.1 entropy:0.5482 +2026-01-08 14:01:27 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2900.56 total_reward_ma:2827.12 loss:0.06779 fps:1378 +frame:5.01e+06 wall_t:3636 t:313125 epi:nan +opt_step:78272 lr:0.0001248 clip_eps:0.1 entropy:0.5144 +2026-01-08 14:01:34 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2900.02 total_reward_ma:2830.68 loss:0.04402 fps:1378 +frame:5.02e+06 wall_t:3643 t:313750 epi:nan +opt_step:78432 lr:0.0001245 clip_eps:0.1 entropy:0.5813 +2026-01-08 14:01:41 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2912.45 total_reward_ma:2833.63 loss:0.03099 fps:1378 +frame:5.03e+06 wall_t:3650 t:314375 epi:nan +opt_step:78592 lr:0.0001243 clip_eps:0.1 entropy:0.5633 +2026-01-08 14:01:48 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2921.78 total_reward_ma:2836.67 loss:0.004272 fps:1378 +frame:5.04e+06 wall_t:3657 t:315000 epi:nan +opt_step:78720 lr:0.000124 clip_eps:0.1 entropy:0.6012 +2026-01-08 14:01:55 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2923.25 total_reward_ma:2839.83 loss:0.04719 fps:1378 +frame:5.05e+06 wall_t:3664 t:315625 epi:nan +opt_step:78880 lr:0.0001238 clip_eps:0.1 entropy:0.562 +2026-01-08 14:02:02 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2932.20 total_reward_ma:2843.08 loss:0.02294 fps:1378 +frame:5.06e+06 wall_t:3671 t:316250 epi:nan +opt_step:79040 lr:0.0001235 clip_eps:0.1 entropy:0.5636 +2026-01-08 14:02:10 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2941.34 total_reward_ma:2846.10 loss:0.02542 fps:1378 +frame:5.07e+06 wall_t:3678 t:316875 epi:nan +opt_step:79200 lr:0.0001233 clip_eps:0.1 entropy:0.6604 +2026-01-08 14:02:16 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2974.05 total_reward_ma:2849.51 loss:0.01956 fps:1379 +frame:5.08e+06 wall_t:3685 t:317500 epi:nan +opt_step:79360 lr:0.000123 clip_eps:0.1 entropy:0.5874 +2026-01-08 14:02:23 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3031.37 total_reward_ma:2853.63 loss:0.05049 fps:1379 +frame:5.09e+06 wall_t:3692 t:318125 epi:nan +opt_step:79520 lr:0.0001228 clip_eps:0.1 entropy:0.5847 +2026-01-08 14:02:30 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3005.79 total_reward_ma:2857.53 loss:0.01616 fps:1379 +frame:5.10e+06 wall_t:3699 t:318750 epi:nan +opt_step:79680 lr:0.0001225 clip_eps:0.1 entropy:0.5998 +2026-01-08 14:02:37 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3028.25 total_reward_ma:2861.34 loss:0.03594 fps:1379 +frame:5.11e+06 wall_t:3706 t:319375 epi:nan +opt_step:79840 lr:0.0001223 clip_eps:0.1 entropy:0.5478 +2026-01-08 14:02:46 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3047.12 total_reward_ma:2864.92 loss:0.0145 fps:1378 +frame:5.12e+06 wall_t:3715 t:320000 epi:nan +opt_step:80000 lr:0.000122 clip_eps:0.1 entropy:0.5294 +2026-01-08 14:02:53 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3052.20 total_reward_ma:2868.79 loss:0.03998 fps:1379 +frame:5.13e+06 wall_t:3721 t:320625 epi:nan +opt_step:80128 lr:0.0001218 clip_eps:0.1 entropy:0.5477 +2026-01-08 14:03:00 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3056.78 total_reward_ma:2872.63 loss:0.03104 fps:1379 +frame:5.14e+06 wall_t:3728 t:321250 epi:nan +opt_step:80288 lr:0.0001215 clip_eps:0.1 entropy:0.5654 +2026-01-08 14:03:07 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3034.18 total_reward_ma:2876.20 loss:0.0167 fps:1378 +frame:5.15e+06 wall_t:3736 t:321875 epi:nan +opt_step:80448 lr:0.0001213 clip_eps:0.1 entropy:0.5593 +2026-01-08 14:03:14 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3034.13 total_reward_ma:2879.52 loss:0.01026 fps:1379 +frame:5.16e+06 wall_t:3742 t:322500 epi:nan +opt_step:80608 lr:0.000121 clip_eps:0.1 entropy:0.5441 +2026-01-08 14:03:21 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2996.36 total_reward_ma:2882.31 loss:0.07635 fps:1379 +frame:5.17e+06 wall_t:3750 t:323125 epi:nan +opt_step:80768 lr:0.0001208 clip_eps:0.1 entropy:0.6265 +2026-01-08 14:03:29 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3021.24 total_reward_ma:2885.18 loss:0.03236 fps:1378 +frame:5.18e+06 wall_t:3758 t:323750 epi:nan +opt_step:80928 lr:0.0001205 clip_eps:0.1 entropy:0.5691 +2026-01-08 14:03:36 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2994.49 total_reward_ma:2887.87 loss:0.016 fps:1378 +frame:5.19e+06 wall_t:3765 t:324375 epi:nan +opt_step:81088 lr:0.0001203 clip_eps:0.1 entropy:0.5624 +2026-01-08 14:03:44 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3000.93 total_reward_ma:2890.37 loss:0.02878 fps:1378 +frame:5.20e+06 wall_t:3773 t:325000 epi:nan +opt_step:81248 lr:0.00012 clip_eps:0.1 entropy:0.5453 +2026-01-08 14:03:50 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2987.92 total_reward_ma:2892.71 loss:0.03912 fps:1379 +frame:5.21e+06 wall_t:3779 t:325625 epi:nan +opt_step:81376 lr:0.0001198 clip_eps:0.1 entropy:0.5748 +2026-01-08 14:03:58 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2992.71 total_reward_ma:2895.15 loss:0.04295 fps:1378 +frame:5.22e+06 wall_t:3787 t:326250 epi:nan +opt_step:81536 lr:0.0001195 clip_eps:0.1 entropy:0.5848 +2026-01-08 14:04:05 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2969.03 total_reward_ma:2897.25 loss:0.01675 fps:1378 +frame:5.23e+06 wall_t:3794 t:326875 epi:nan +opt_step:81696 lr:0.0001193 clip_eps:0.1 entropy:0.5905 +2026-01-08 14:04:13 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2962.12 total_reward_ma:2899.47 loss:0.02413 fps:1378 +frame:5.24e+06 wall_t:3802 t:327500 epi:nan +opt_step:81856 lr:0.000119 clip_eps:0.1 entropy:0.6008 +2026-01-08 14:04:21 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2934.71 total_reward_ma:2901.14 loss:0.003779 fps:1378 +frame:5.25e+06 wall_t:3810 t:328125 epi:nan +opt_step:82016 lr:0.0001188 clip_eps:0.1 entropy:0.5487 +2026-01-08 14:04:28 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2931.50 total_reward_ma:2902.97 loss:0.005955 fps:1378 +frame:5.26e+06 wall_t:3817 t:328750 epi:nan +opt_step:82176 lr:0.0001185 clip_eps:0.1 entropy:0.4951 +2026-01-08 14:04:36 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2969.75 total_reward_ma:2905.35 loss:0.02321 fps:1378 +frame:5.27e+06 wall_t:3825 t:329375 epi:nan +opt_step:82336 lr:0.0001183 clip_eps:0.1 entropy:0.5258 +2026-01-08 14:04:43 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2970.40 total_reward_ma:2907.73 loss:0.0559 fps:1378 +frame:5.28e+06 wall_t:3832 t:330000 epi:nan +opt_step:82496 lr:0.000118 clip_eps:0.1 entropy:0.6072 +2026-01-08 14:04:50 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2991.46 total_reward_ma:2910.41 loss:0.06736 fps:1378 +frame:5.29e+06 wall_t:3839 t:330625 epi:nan +opt_step:82656 lr:0.0001178 clip_eps:0.1 entropy:0.5478 +2026-01-08 14:04:57 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2985.03 total_reward_ma:2913.10 loss:0.04915 fps:1378 +frame:5.30e+06 wall_t:3846 t:331250 epi:nan +opt_step:82784 lr:0.0001175 clip_eps:0.1 entropy:0.4985 +2026-01-08 14:05:05 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2963.83 total_reward_ma:2915.45 loss:0.03278 fps:1378 +frame:5.31e+06 wall_t:3854 t:331875 epi:nan +opt_step:82944 lr:0.0001173 clip_eps:0.1 entropy:0.5229 +2026-01-08 14:05:13 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2865.55 total_reward_ma:2916.90 loss:0.007637 fps:1378 +frame:5.32e+06 wall_t:3861 t:332500 epi:nan +opt_step:83104 lr:0.000117 clip_eps:0.1 entropy:0.5272 +2026-01-08 14:05:19 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2853.68 total_reward_ma:2918.28 loss:0.03403 fps:1378 +frame:5.33e+06 wall_t:3868 t:333125 epi:nan +opt_step:83264 lr:0.0001168 clip_eps:0.1 entropy:0.5659 +2026-01-08 14:05:26 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2816.01 total_reward_ma:2919.45 loss:0.04363 fps:1378 +frame:5.34e+06 wall_t:3875 t:333750 epi:nan +opt_step:83424 lr:0.0001165 clip_eps:0.1 entropy:0.5135 +2026-01-08 14:05:34 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2775.16 total_reward_ma:2920.30 loss:0.02442 fps:1378 +frame:5.35e+06 wall_t:3882 t:334375 epi:nan +opt_step:83584 lr:0.0001163 clip_eps:0.1 entropy:0.5631 +2026-01-08 14:05:40 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2775.57 total_reward_ma:2920.80 loss:0.01763 fps:1378 +frame:5.36e+06 wall_t:3889 t:335000 epi:nan +opt_step:83744 lr:0.000116 clip_eps:0.1 entropy:0.5335 +2026-01-08 14:05:48 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2794.10 total_reward_ma:2921.51 loss:0.02734 fps:1378 +frame:5.37e+06 wall_t:3896 t:335625 epi:nan +opt_step:83904 lr:0.0001158 clip_eps:0.1 entropy:0.545 +2026-01-08 14:05:54 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2820.75 total_reward_ma:2922.45 loss:0.03907 fps:1378 +frame:5.38e+06 wall_t:3903 t:336250 epi:nan +opt_step:84032 lr:0.0001155 clip_eps:0.1 entropy:0.4818 +2026-01-08 14:06:01 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2802.45 total_reward_ma:2923.53 loss:0.02485 fps:1379 +frame:5.39e+06 wall_t:3910 t:336875 epi:nan +opt_step:84192 lr:0.0001153 clip_eps:0.1 entropy:0.5097 +2026-01-08 14:06:08 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2831.07 total_reward_ma:2925.02 loss:0.04234 fps:1379 +frame:5.40e+06 wall_t:3917 t:337500 epi:nan +opt_step:84352 lr:0.000115 clip_eps:0.1 entropy:0.5171 +2026-01-08 14:06:15 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2816.94 total_reward_ma:2925.89 loss:0.01944 fps:1379 +frame:5.41e+06 wall_t:3924 t:338125 epi:nan +opt_step:84512 lr:0.0001148 clip_eps:0.1 entropy:0.5063 +2026-01-08 14:06:23 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2837.09 total_reward_ma:2926.98 loss:0.02071 fps:1378 +frame:5.42e+06 wall_t:3932 t:338750 epi:nan +opt_step:84672 lr:0.0001145 clip_eps:0.1 entropy:0.5054 +2026-01-08 14:06:31 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2841.62 total_reward_ma:2928.15 loss:0.03068 fps:1378 +frame:5.43e+06 wall_t:3940 t:339375 epi:nan +opt_step:84832 lr:0.0001143 clip_eps:0.1 entropy:0.5549 +2026-01-08 14:06:38 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2828.29 total_reward_ma:2929.15 loss:0.0405 fps:1378 +frame:5.44e+06 wall_t:3947 t:340000 epi:nan +opt_step:84992 lr:0.000114 clip_eps:0.1 entropy:0.4873 +2026-01-08 14:06:45 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2824.00 total_reward_ma:2929.73 loss:0.04419 fps:1378 +frame:5.45e+06 wall_t:3954 t:340625 epi:nan +opt_step:85152 lr:0.0001138 clip_eps:0.1 entropy:0.5643 +2026-01-08 14:06:52 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2900.92 total_reward_ma:2930.96 loss:0.05546 fps:1378 +frame:5.46e+06 wall_t:3961 t:341250 epi:nan +opt_step:85312 lr:0.0001135 clip_eps:0.1 entropy:0.5185 +2026-01-08 14:06:58 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2880.71 total_reward_ma:2931.91 loss:0.04661 fps:1379 +frame:5.47e+06 wall_t:3967 t:341875 epi:nan +opt_step:85440 lr:0.0001133 clip_eps:0.1 entropy:0.5287 +2026-01-08 14:07:06 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2869.20 total_reward_ma:2932.75 loss:0.0001814 fps:1379 +frame:5.48e+06 wall_t:3975 t:342500 epi:nan +opt_step:85600 lr:0.000113 clip_eps:0.1 entropy:0.5787 +2026-01-08 14:07:13 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2867.44 total_reward_ma:2933.72 loss:0.03341 fps:1379 +frame:5.49e+06 wall_t:3982 t:343125 epi:nan +opt_step:85760 lr:0.0001128 clip_eps:0.1 entropy:0.5617 +2026-01-08 14:07:21 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2824.50 total_reward_ma:2934.41 loss:0.03801 fps:1378 +frame:5.50e+06 wall_t:3990 t:343750 epi:nan +opt_step:85920 lr:0.0001125 clip_eps:0.1 entropy:0.4757 +2026-01-08 14:07:28 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2815.66 total_reward_ma:2934.67 loss:0.0529 fps:1379 +frame:5.51e+06 wall_t:3997 t:344375 epi:nan +opt_step:86080 lr:0.0001123 clip_eps:0.1 entropy:0.5639 +2026-01-08 14:07:35 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2790.88 total_reward_ma:2933.85 loss:0.02476 fps:1379 +frame:5.52e+06 wall_t:4004 t:345000 epi:nan +opt_step:86240 lr:0.000112 clip_eps:0.1 entropy:0.5061 +2026-01-08 14:07:41 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2749.33 total_reward_ma:2932.39 loss:0.02654 fps:1379 +frame:5.53e+06 wall_t:4010 t:345625 epi:nan +opt_step:86400 lr:0.0001118 clip_eps:0.1 entropy:0.5427 +2026-01-08 14:07:47 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2744.68 total_reward_ma:2930.90 loss:0.03127 fps:1379 +frame:5.54e+06 wall_t:4016 t:346250 epi:nan +opt_step:86560 lr:0.0001115 clip_eps:0.1 entropy:0.5046 +2026-01-08 14:07:53 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2789.84 total_reward_ma:2929.77 loss:0.03913 fps:1380 +frame:5.55e+06 wall_t:4022 t:346875 epi:nan +opt_step:86688 lr:0.0001113 clip_eps:0.1 entropy:0.5229 +2026-01-08 14:08:00 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2798.98 total_reward_ma:2928.51 loss:0.04618 fps:1380 +frame:5.56e+06 wall_t:4029 t:347500 epi:nan +opt_step:86848 lr:0.000111 clip_eps:0.1 entropy:0.5312 +2026-01-08 14:08:07 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2803.58 total_reward_ma:2927.12 loss:0.01782 fps:1380 +frame:5.57e+06 wall_t:4036 t:348125 epi:nan +opt_step:87008 lr:0.0001108 clip_eps:0.1 entropy:0.5124 +2026-01-08 14:08:14 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2798.96 total_reward_ma:2925.52 loss:0.01493 fps:1380 +frame:5.58e+06 wall_t:4043 t:348750 epi:nan +opt_step:87168 lr:0.0001105 clip_eps:0.1 entropy:0.5734 +2026-01-08 14:08:20 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2800.84 total_reward_ma:2923.92 loss:0.009861 fps:1381 +frame:5.59e+06 wall_t:4049 t:349375 epi:nan +opt_step:87328 lr:0.0001103 clip_eps:0.1 entropy:0.5355 +2026-01-08 14:08:27 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2802.46 total_reward_ma:2922.41 loss:0.05493 fps:1381 +frame:5.60e+06 wall_t:4056 t:350000 epi:nan +opt_step:87488 lr:0.00011 clip_eps:0.1 entropy:0.5388 +2026-01-08 14:08:33 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2795.04 total_reward_ma:2921.24 loss:0.01955 fps:1381 +frame:5.61e+06 wall_t:4062 t:350625 epi:nan +opt_step:87648 lr:0.0001098 clip_eps:0.1 entropy:0.5575 +2026-01-08 14:08:40 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2806.50 total_reward_ma:2919.79 loss:0.008512 fps:1381 +frame:5.62e+06 wall_t:4069 t:351250 epi:nan +opt_step:87808 lr:0.0001095 clip_eps:0.1 entropy:0.5305 +2026-01-08 14:08:46 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2809.29 total_reward_ma:2918.63 loss:0.03146 fps:1382 +frame:5.63e+06 wall_t:4075 t:351875 epi:nan +opt_step:87968 lr:0.0001093 clip_eps:0.1 entropy:0.5631 +2026-01-08 14:08:53 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2836.11 total_reward_ma:2917.75 loss:0.0159 fps:1382 +frame:5.64e+06 wall_t:4082 t:352500 epi:nan +opt_step:88096 lr:0.000109 clip_eps:0.1 entropy:0.557 +2026-01-08 14:08:59 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2809.85 total_reward_ma:2916.39 loss:0.04336 fps:1382 +frame:5.65e+06 wall_t:4088 t:353125 epi:nan +opt_step:88256 lr:0.0001088 clip_eps:0.1 entropy:0.5334 +2026-01-08 14:09:06 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2796.73 total_reward_ma:2915.02 loss:0.008115 fps:1382 +frame:5.66e+06 wall_t:4095 t:353750 epi:nan +opt_step:88416 lr:0.0001085 clip_eps:0.1 entropy:0.543 +2026-01-08 14:09:12 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2810.89 total_reward_ma:2913.85 loss:0.01859 fps:1383 +frame:5.67e+06 wall_t:4101 t:354375 epi:nan +opt_step:88576 lr:0.0001083 clip_eps:0.1 entropy:0.5749 +2026-01-08 14:09:18 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2759.09 total_reward_ma:2912.13 loss:-0.005035 fps:1383 +frame:5.68e+06 wall_t:4107 t:355000 epi:nan +opt_step:88736 lr:0.000108 clip_eps:0.1 entropy:0.4913 +2026-01-08 14:09:25 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2796.16 total_reward_ma:2910.94 loss:0.03498 fps:1383 +frame:5.69e+06 wall_t:4113 t:355625 epi:nan +opt_step:88896 lr:0.0001078 clip_eps:0.1 entropy:0.5037 +2026-01-08 14:09:31 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2811.67 total_reward_ma:2909.96 loss:0.005789 fps:1383 +frame:5.70e+06 wall_t:4120 t:356250 epi:nan +opt_step:89056 lr:0.0001075 clip_eps:0.1 entropy:0.5605 +2026-01-08 14:09:37 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2838.73 total_reward_ma:2909.25 loss:0.01674 fps:1384 +frame:5.71e+06 wall_t:4126 t:356875 epi:nan +opt_step:89216 lr:0.0001073 clip_eps:0.1 entropy:0.5426 +2026-01-08 14:09:42 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2854.19 total_reward_ma:2908.57 loss:0.01765 fps:1385 +frame:5.72e+06 wall_t:4131 t:357500 epi:nan +opt_step:89344 lr:0.000107 clip_eps:0.1 entropy:0.6205 +2026-01-08 14:09:49 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2868.55 total_reward_ma:2908.21 loss:0.02655 fps:1385 +frame:5.73e+06 wall_t:4137 t:358125 epi:nan +opt_step:89504 lr:0.0001068 clip_eps:0.1 entropy:0.6422 +2026-01-08 14:09:55 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2848.51 total_reward_ma:2907.46 loss:0.03457 fps:1385 +frame:5.74e+06 wall_t:4144 t:358750 epi:nan +opt_step:89664 lr:0.0001065 clip_eps:0.1 entropy:0.5627 +2026-01-08 14:10:01 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2886.30 total_reward_ma:2906.20 loss:0.02936 fps:1386 +frame:5.75e+06 wall_t:4150 t:359375 epi:nan +opt_step:89824 lr:0.0001063 clip_eps:0.1 entropy:0.5409 +2026-01-08 14:10:07 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2899.39 total_reward_ma:2905.07 loss:0.02253 fps:1386 +frame:5.76e+06 wall_t:4156 t:360000 epi:nan +opt_step:89984 lr:0.000106 clip_eps:0.1 entropy:0.477 +2026-01-08 14:10:13 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2890.45 total_reward_ma:2904.07 loss:0.01565 fps:1386 +frame:5.77e+06 wall_t:4162 t:360625 epi:nan +opt_step:90144 lr:0.0001058 clip_eps:0.1 entropy:0.4881 +2026-01-08 14:10:19 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2886.27 total_reward_ma:2903.10 loss:0.03219 fps:1387 +frame:5.78e+06 wall_t:4168 t:361250 epi:nan +opt_step:90304 lr:0.0001055 clip_eps:0.1 entropy:0.5345 +2026-01-08 14:10:25 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2883.04 total_reward_ma:2902.20 loss:0.02826 fps:1387 +frame:5.79e+06 wall_t:4174 t:361875 epi:nan +opt_step:90464 lr:0.0001053 clip_eps:0.1 entropy:0.527 +2026-01-08 14:10:32 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2885.86 total_reward_ma:2901.63 loss:0.04732 fps:1387 +frame:5.80e+06 wall_t:4181 t:362500 epi:nan +opt_step:90624 lr:0.000105 clip_eps:0.1 entropy:0.5683 +2026-01-08 14:10:39 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2905.07 total_reward_ma:2901.37 loss:0.01267 fps:1387 +frame:5.81e+06 wall_t:4188 t:363125 epi:nan +opt_step:90752 lr:0.0001048 clip_eps:0.1 entropy:0.533 +2026-01-08 14:10:46 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2916.50 total_reward_ma:2901.15 loss:0.04201 fps:1388 +frame:5.82e+06 wall_t:4194 t:363750 epi:nan +opt_step:90912 lr:0.0001045 clip_eps:0.1 entropy:0.5469 +2026-01-08 14:10:52 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2934.59 total_reward_ma:2901.14 loss:-0.004704 fps:1388 +frame:5.83e+06 wall_t:4201 t:364375 epi:nan +opt_step:91072 lr:0.0001043 clip_eps:0.1 entropy:0.5271 +2026-01-08 14:10:59 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2956.67 total_reward_ma:2901.30 loss:0.04698 fps:1388 +frame:5.84e+06 wall_t:4207 t:365000 epi:nan +opt_step:91232 lr:0.000104 clip_eps:0.1 entropy:0.519 +2026-01-08 14:11:05 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2963.47 total_reward_ma:2901.27 loss:0.06271 fps:1388 +frame:5.85e+06 wall_t:4214 t:365625 epi:nan +opt_step:91392 lr:0.0001038 clip_eps:0.1 entropy:0.4562 +2026-01-08 14:11:12 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2975.66 total_reward_ma:2901.22 loss:0.009968 fps:1389 +frame:5.86e+06 wall_t:4220 t:366250 epi:nan +opt_step:91552 lr:0.0001035 clip_eps:0.1 entropy:0.5437 +2026-01-08 14:11:18 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3027.26 total_reward_ma:2901.48 loss:0.04681 fps:1389 +frame:5.87e+06 wall_t:4227 t:366875 epi:nan +opt_step:91712 lr:0.0001033 clip_eps:0.1 entropy:0.5275 +2026-01-08 14:11:24 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3029.91 total_reward_ma:2901.49 loss:0.0465 fps:1389 +frame:5.88e+06 wall_t:4233 t:367500 epi:nan +opt_step:91872 lr:0.000103 clip_eps:0.1 entropy:0.5271 +2026-01-08 14:11:29 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3078.84 total_reward_ma:2902.18 loss:0.07138 fps:1390 +frame:5.89e+06 wall_t:4238 t:368125 epi:nan +opt_step:92000 lr:0.0001028 clip_eps:0.1 entropy:0.5304 +2026-01-08 14:11:35 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3079.98 total_reward_ma:2903.24 loss:0.04285 fps:1390 +frame:5.90e+06 wall_t:4244 t:368750 epi:nan +opt_step:92160 lr:0.0001025 clip_eps:0.1 entropy:0.5551 +2026-01-08 14:11:41 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3080.18 total_reward_ma:2904.10 loss:0.01251 fps:1391 +frame:5.91e+06 wall_t:4250 t:369375 epi:nan +opt_step:92320 lr:0.0001023 clip_eps:0.1 entropy:0.6039 +2026-01-08 14:11:47 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3137.09 total_reward_ma:2905.58 loss:0.05177 fps:1391 +frame:5.92e+06 wall_t:4256 t:370000 epi:nan +opt_step:92480 lr:0.000102 clip_eps:0.1 entropy:0.5035 +2026-01-08 14:11:54 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3180.29 total_reward_ma:2907.47 loss:0.0159 fps:1391 +frame:5.93e+06 wall_t:4263 t:370625 epi:nan +opt_step:92640 lr:0.0001018 clip_eps:0.1 entropy:0.5615 +2026-01-08 14:12:00 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3170.94 total_reward_ma:2909.32 loss:0.04639 fps:1391 +frame:5.94e+06 wall_t:4269 t:371250 epi:nan +opt_step:92800 lr:0.0001015 clip_eps:0.1 entropy:0.5529 +2026-01-08 14:12:07 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3147.91 total_reward_ma:2911.04 loss:0.01474 fps:1391 +frame:5.95e+06 wall_t:4276 t:371875 epi:nan +opt_step:92960 lr:0.0001013 clip_eps:0.1 entropy:0.4735 +2026-01-08 14:12:13 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3179.10 total_reward_ma:2913.33 loss:0.02994 fps:1392 +frame:5.96e+06 wall_t:4282 t:372500 epi:nan +opt_step:93120 lr:0.000101 clip_eps:0.1 entropy:0.5143 +2026-01-08 14:12:19 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3224.80 total_reward_ma:2915.79 loss:0.03257 fps:1392 +frame:5.97e+06 wall_t:4288 t:373125 epi:nan +opt_step:93280 lr:0.0001008 clip_eps:0.1 entropy:0.5314 +2026-01-08 14:12:25 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3212.95 total_reward_ma:2918.25 loss:0.03511 fps:1393 +frame:5.98e+06 wall_t:4294 t:373750 epi:nan +opt_step:93408 lr:0.0001005 clip_eps:0.1 entropy:0.5013 +2026-01-08 14:12:32 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3225.32 total_reward_ma:2921.69 loss:0.01125 fps:1393 +frame:5.99e+06 wall_t:4300 t:374375 epi:nan +opt_step:93568 lr:0.0001003 clip_eps:0.1 entropy:0.4835 +2026-01-08 14:12:38 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3192.63 total_reward_ma:2924.79 loss:0.01837 fps:1393 +frame:6.00e+06 wall_t:4307 t:375000 epi:nan +opt_step:93728 lr:0.0001 clip_eps:0.1 entropy:0.5022 +2026-01-08 14:12:44 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3268.04 total_reward_ma:2928.46 loss:0.03554 fps:1393 +frame:6.01e+06 wall_t:4313 t:375625 epi:nan +opt_step:93888 lr:9.978e-05 clip_eps:0.1 entropy:0.5119 +2026-01-08 14:12:50 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3271.03 total_reward_ma:2932.17 loss:0.04452 fps:1394 +frame:6.02e+06 wall_t:4319 t:376250 epi:nan +opt_step:94048 lr:9.952e-05 clip_eps:0.1 entropy:0.5629 +2026-01-08 14:12:56 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3280.63 total_reward_ma:2935.86 loss:0.04283 fps:1394 +frame:6.03e+06 wall_t:4325 t:376875 epi:nan +opt_step:94208 lr:9.927e-05 clip_eps:0.1 entropy:0.5202 +2026-01-08 14:13:02 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3303.59 total_reward_ma:2939.67 loss:0.05198 fps:1395 +frame:6.04e+06 wall_t:4331 t:377500 epi:nan +opt_step:94368 lr:9.901e-05 clip_eps:0.1 entropy:0.4667 +2026-01-08 14:13:09 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3288.44 total_reward_ma:2943.33 loss:0.009263 fps:1395 +frame:6.05e+06 wall_t:4338 t:378125 epi:nan +opt_step:94528 lr:9.876e-05 clip_eps:0.1 entropy:0.5137 +2026-01-08 14:13:14 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3288.87 total_reward_ma:2946.89 loss:-0.002267 fps:1395 +frame:6.06e+06 wall_t:4343 t:378750 epi:nan +opt_step:94656 lr:9.855e-05 clip_eps:0.1 entropy:0.4934 +2026-01-08 14:13:21 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3311.92 total_reward_ma:2950.60 loss:0.02088 fps:1396 +frame:6.07e+06 wall_t:4349 t:379375 epi:nan +opt_step:94816 lr:9.829e-05 clip_eps:0.1 entropy:0.5058 +2026-01-08 14:13:27 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3293.17 total_reward_ma:2953.79 loss:0.02516 fps:1396 +frame:6.08e+06 wall_t:4356 t:380000 epi:nan +opt_step:94976 lr:9.804e-05 clip_eps:0.1 entropy:0.4922 +2026-01-08 14:13:33 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3278.53 total_reward_ma:2956.26 loss:0.0408 fps:1396 +frame:6.09e+06 wall_t:4362 t:380625 epi:nan +opt_step:95136 lr:9.778e-05 clip_eps:0.1 entropy:0.4816 +2026-01-08 14:13:39 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3265.80 total_reward_ma:2958.86 loss:0.01727 fps:1397 +frame:6.10e+06 wall_t:4368 t:381250 epi:nan +opt_step:95296 lr:9.753e-05 clip_eps:0.1 entropy:0.5232 +2026-01-08 14:13:46 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3311.11 total_reward_ma:2961.69 loss:0.01996 fps:1397 +frame:6.11e+06 wall_t:4375 t:381875 epi:nan +opt_step:95456 lr:9.727e-05 clip_eps:0.1 entropy:0.4908 +2026-01-08 14:13:52 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3280.04 total_reward_ma:2964.02 loss:0.04007 fps:1397 +frame:6.12e+06 wall_t:4381 t:382500 epi:nan +opt_step:95616 lr:9.701e-05 clip_eps:0.1 entropy:0.4786 +2026-01-08 14:13:58 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3275.71 total_reward_ma:2966.25 loss:0.006 fps:1397 +frame:6.13e+06 wall_t:4387 t:383125 epi:nan +opt_step:95776 lr:9.676e-05 clip_eps:0.1 entropy:0.4858 +2026-01-08 14:14:04 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3285.75 total_reward_ma:2968.54 loss:0.02511 fps:1398 +frame:6.14e+06 wall_t:4393 t:383750 epi:nan +opt_step:95936 lr:9.65e-05 clip_eps:0.1 entropy:0.525 +2026-01-08 14:14:10 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3224.01 total_reward_ma:2970.44 loss:0.0299 fps:1398 +frame:6.15e+06 wall_t:4399 t:384375 epi:nan +opt_step:96064 lr:9.63e-05 clip_eps:0.1 entropy:0.5587 +2026-01-08 14:14:17 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3282.75 total_reward_ma:2972.93 loss:0.008943 fps:1398 +frame:6.16e+06 wall_t:4405 t:385000 epi:nan +opt_step:96224 lr:9.604e-05 clip_eps:0.1 entropy:0.5103 +2026-01-08 14:14:23 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3254.60 total_reward_ma:2975.51 loss:0.04784 fps:1399 +frame:6.17e+06 wall_t:4411 t:385625 epi:nan +opt_step:96384 lr:9.579e-05 clip_eps:0.1 entropy:0.5668 +2026-01-08 14:14:29 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3212.80 total_reward_ma:2977.43 loss:0.04389 fps:1399 +frame:6.18e+06 wall_t:4418 t:386250 epi:nan +opt_step:96544 lr:9.553e-05 clip_eps:0.1 entropy:0.4715 +2026-01-08 14:14:35 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3209.88 total_reward_ma:2979.58 loss:0.01914 fps:1399 +frame:6.19e+06 wall_t:4424 t:386875 epi:nan +opt_step:96704 lr:9.527e-05 clip_eps:0.1 entropy:0.5036 +2026-01-08 14:14:41 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3186.31 total_reward_ma:2981.43 loss:0.008564 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:0.5246 +2026-01-08 14:14:47 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3226.98 total_reward_ma:2983.83 loss:0.02585 fps:1400 +frame:6.21e+06 wall_t:4436 t:388125 epi:nan +opt_step:97024 lr:9.476e-05 clip_eps:0.1 entropy:0.5257 +2026-01-08 14:14:54 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3234.81 total_reward_ma:2986.25 loss:0.03465 fps:1400 +frame:6.22e+06 wall_t:4443 t:388750 epi:nan +opt_step:97184 lr:9.451e-05 clip_eps:0.1 entropy:0.5233 +2026-01-08 14:14:59 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3193.58 total_reward_ma:2988.49 loss:0.04138 fps:1401 +frame:6.23e+06 wall_t:4448 t:389375 epi:nan +opt_step:97312 lr:9.43e-05 clip_eps:0.1 entropy:0.5157 +2026-01-08 14:15:06 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3167.99 total_reward_ma:2990.55 loss:0.06627 fps:1401 +frame:6.24e+06 wall_t:4455 t:390000 epi:nan +opt_step:97472 lr:9.404e-05 clip_eps:0.1 entropy:0.5857 +2026-01-08 14:15:12 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3197.79 total_reward_ma:2993.18 loss:0.03946 fps:1401 +frame:6.25e+06 wall_t:4461 t:390625 epi:nan +opt_step:97632 lr:9.379e-05 clip_eps:0.1 entropy:0.5586 +2026-01-08 14:15:19 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3141.41 total_reward_ma:2995.28 loss:0.02846 fps:1401 +frame:6.26e+06 wall_t:4468 t:391250 epi:nan +opt_step:97792 lr:9.353e-05 clip_eps:0.1 entropy:0.5072 +2026-01-08 14:15:25 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3160.04 total_reward_ma:2997.18 loss:0.02834 fps:1401 +frame:6.27e+06 wall_t:4474 t:391875 epi:nan +opt_step:97952 lr:9.328e-05 clip_eps:0.1 entropy:0.492 +2026-01-08 14:15:32 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3165.98 total_reward_ma:2999.14 loss:0.03453 fps:1401 +frame:6.28e+06 wall_t:4481 t:392500 epi:nan +opt_step:98112 lr:9.302e-05 clip_eps:0.1 entropy:0.4659 +2026-01-08 14:15:38 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3127.71 total_reward_ma:3000.50 loss:0.02536 fps:1402 +frame:6.29e+06 wall_t:4487 t:393125 epi:nan +opt_step:98272 lr:9.276e-05 clip_eps:0.1 entropy:0.4963 +2026-01-08 14:15:44 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3140.81 total_reward_ma:3002.06 loss:0.02889 fps:1402 +frame:6.30e+06 wall_t:4493 t:393750 epi:nan +opt_step:98432 lr:9.251e-05 clip_eps:0.1 entropy:0.4697 +2026-01-08 14:15:50 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3133.43 total_reward_ma:3003.76 loss:0.03822 fps:1403 +frame:6.31e+06 wall_t:4499 t:394375 epi:nan +opt_step:98592 lr:9.225e-05 clip_eps:0.1 entropy:0.5417 +2026-01-08 14:15:56 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3114.78 total_reward_ma:3006.25 loss:0.02686 fps:1403 +frame:6.32e+06 wall_t:4505 t:395000 epi:nan +opt_step:98720 lr:9.205e-05 clip_eps:0.1 entropy:0.537 +2026-01-08 14:16:02 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3124.67 total_reward_ma:3008.96 loss:0.02676 fps:1403 +frame:6.33e+06 wall_t:4511 t:395625 epi:nan +opt_step:98880 lr:9.179e-05 clip_eps:0.1 entropy:0.5436 +2026-01-08 14:16:08 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3145.55 total_reward_ma:3012.25 loss:0.03995 fps:1404 +frame:6.34e+06 wall_t:4517 t:396250 epi:nan +opt_step:99040 lr:9.154e-05 clip_eps:0.1 entropy:0.5042 +2026-01-08 14:16:15 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3149.05 total_reward_ma:3015.99 loss:0.03223 fps:1404 +frame:6.35e+06 wall_t:4524 t:396875 epi:nan +opt_step:99200 lr:9.128e-05 clip_eps:0.1 entropy:0.4693 +2026-01-08 14:16:21 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3056.18 total_reward_ma:3018.80 loss:0.0412 fps:1404 +frame:6.36e+06 wall_t:4530 t:397500 epi:nan +opt_step:99360 lr:9.102e-05 clip_eps:0.1 entropy:0.5591 +2026-01-08 14:16:27 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3056.28 total_reward_ma:3021.42 loss:0.007195 fps:1404 +frame:6.37e+06 wall_t:4536 t:398125 epi:nan +opt_step:99520 lr:9.077e-05 clip_eps:0.1 entropy:0.5689 +2026-01-08 14:16:33 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3046.38 total_reward_ma:3023.68 loss:0.03377 fps:1405 +frame:6.38e+06 wall_t:4542 t:398750 epi:nan +opt_step:99680 lr:9.051e-05 clip_eps:0.1 entropy:0.5412 +2026-01-08 14:16:39 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3122.98 total_reward_ma:3026.88 loss:0.0267 fps:1405 +frame:6.39e+06 wall_t:4548 t:399375 epi:nan +opt_step:99840 lr:9.026e-05 clip_eps:0.1 entropy:0.5563 +2026-01-08 14:16:45 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3072.00 total_reward_ma:3029.29 loss:0.04013 fps:1405 +frame:6.40e+06 wall_t:4554 t:400000 epi:nan +opt_step:100000 lr:9e-05 clip_eps:0.1 entropy:0.5256 +2026-01-08 14:16:51 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3081.99 total_reward_ma:3031.94 loss:0.02363 fps:1406 +frame:6.41e+06 wall_t:4560 t:400625 epi:nan +opt_step:100128 lr:8.98e-05 clip_eps:0.1 entropy:0.5175 +2026-01-08 14:16:57 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3089.00 total_reward_ma:3034.46 loss:0.01467 fps:1406 +frame:6.42e+06 wall_t:4566 t:401250 epi:nan +opt_step:100288 lr:8.954e-05 clip_eps:0.1 entropy:0.5518 +2026-01-08 14:17:03 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3084.12 total_reward_ma:3036.89 loss:0.04336 fps:1406 +frame:6.43e+06 wall_t:4572 t:401875 epi:nan +opt_step:100448 lr:8.928e-05 clip_eps:0.1 entropy:0.5537 +2026-01-08 14:17:09 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3082.88 total_reward_ma:3039.43 loss:0.024 fps:1407 +frame:6.44e+06 wall_t:4578 t:402500 epi:nan +opt_step:100608 lr:8.903e-05 clip_eps:0.1 entropy:0.548 +2026-01-08 14:17:15 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3032.51 total_reward_ma:3041.52 loss:0.007035 fps:1407 +frame:6.45e+06 wall_t:4584 t:403125 epi:nan +opt_step:100768 lr:8.877e-05 clip_eps:0.1 entropy:0.5649 +2026-01-08 14:17:22 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3021.48 total_reward_ma:3042.72 loss:0.02707 fps:1407 +frame:6.46e+06 wall_t:4591 t:403750 epi:nan +opt_step:100928 lr:8.852e-05 clip_eps:0.1 entropy:0.5354 +2026-01-08 14:17:29 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3022.73 total_reward_ma:3044.14 loss:0.03732 fps:1407 +frame:6.47e+06 wall_t:4598 t:404375 epi:nan +opt_step:101088 lr:8.826e-05 clip_eps:0.1 entropy:0.4529 +2026-01-08 14:17:35 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3023.66 total_reward_ma:3045.69 loss:0.04373 fps:1407 +frame:6.48e+06 wall_t:4604 t:405000 epi:nan +opt_step:101248 lr:8.8e-05 clip_eps:0.1 entropy:0.4899 +2026-01-08 14:17:41 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3055.03 total_reward_ma:3047.56 loss:0.03461 fps:1408 +frame:6.49e+06 wall_t:4610 t:405625 epi:nan +opt_step:101376 lr:8.78e-05 clip_eps:0.1 entropy:0.5126 +2026-01-08 14:17:48 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3039.43 total_reward_ma:3049.71 loss:0.03648 fps:1408 +frame:6.50e+06 wall_t:4617 t:406250 epi:nan +opt_step:101536 lr:8.754e-05 clip_eps:0.1 entropy:0.4875 +2026-01-08 14:17:55 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3040.14 total_reward_ma:3051.96 loss:0.02015 fps:1408 +frame:6.51e+06 wall_t:4624 t:406875 epi:nan +opt_step:101696 lr:8.729e-05 clip_eps:0.1 entropy:0.5308 +2026-01-08 14:18:02 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3038.07 total_reward_ma:3054.43 loss:0.006807 fps:1408 +frame:6.52e+06 wall_t:4630 t:407500 epi:nan +opt_step:101856 lr:8.703e-05 clip_eps:0.1 entropy:0.5364 +2026-01-08 14:18:07 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3012.64 total_reward_ma:3057.06 loss:0.04943 fps:1409 +frame:6.53e+06 wall_t:4636 t:408125 epi:nan +opt_step:102016 lr:8.677e-05 clip_eps:0.1 entropy:0.5486 +2026-01-08 14:18:14 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3046.09 total_reward_ma:3060.08 loss:0.02467 fps:1409 +frame:6.54e+06 wall_t:4643 t:408750 epi:nan +opt_step:102176 lr:8.652e-05 clip_eps:0.1 entropy:0.478 +2026-01-08 14:18:20 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3109.16 total_reward_ma:3063.27 loss:0.05382 fps:1409 +frame:6.55e+06 wall_t:4649 t:409375 epi:nan +opt_step:102336 lr:8.626e-05 clip_eps:0.1 entropy:0.4881 +2026-01-08 14:18:26 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3073.12 total_reward_ma:3066.01 loss:0.04075 fps:1409 +frame:6.56e+06 wall_t:4655 t:410000 epi:nan +opt_step:102496 lr:8.601e-05 clip_eps:0.1 entropy:0.4984 +2026-01-08 14:18:33 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3060.63 total_reward_ma:3068.58 loss:0.01891 fps:1410 +frame:6.57e+06 wall_t:4661 t:410625 epi:nan +opt_step:102656 lr:8.575e-05 clip_eps:0.1 entropy:0.4857 +2026-01-08 14:18:39 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2995.05 total_reward_ma:3070.54 loss:0.03163 fps:1410 +frame:6.58e+06 wall_t:4668 t:411250 epi:nan +opt_step:102784 lr:8.555e-05 clip_eps:0.1 entropy:0.5069 +2026-01-08 14:18:45 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2981.95 total_reward_ma:3072.35 loss:0.05961 fps:1410 +frame:6.59e+06 wall_t:4674 t:411875 epi:nan +opt_step:102944 lr:8.529e-05 clip_eps:0.1 entropy:0.5087 +2026-01-08 14:18:51 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2990.71 total_reward_ma:3074.24 loss:0.01244 fps:1410 +frame:6.60e+06 wall_t:4680 t:412500 epi:nan +opt_step:103104 lr:8.503e-05 clip_eps:0.1 entropy:0.5197 +2026-01-08 14:18:57 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2968.73 total_reward_ma:3075.97 loss:0.02131 fps:1411 +frame:6.61e+06 wall_t:4686 t:413125 epi:nan +opt_step:103264 lr:8.478e-05 clip_eps:0.1 entropy:0.4997 +2026-01-08 14:19:04 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2908.10 total_reward_ma:3076.99 loss:0.04001 fps:1411 +frame:6.62e+06 wall_t:4692 t:413750 epi:nan +opt_step:103424 lr:8.452e-05 clip_eps:0.1 entropy:0.4879 +2026-01-08 14:19:10 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2941.13 total_reward_ma:3078.31 loss:0.04666 fps:1411 +frame:6.63e+06 wall_t:4699 t:414375 epi:nan +opt_step:103584 lr:8.427e-05 clip_eps:0.1 entropy:0.5594 +2026-01-08 14:19:16 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2943.02 total_reward_ma:3079.38 loss:0.04123 fps:1411 +frame:6.64e+06 wall_t:4705 t:415000 epi:nan +opt_step:103744 lr:8.401e-05 clip_eps:0.1 entropy:0.5204 +2026-01-08 14:19:23 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2939.88 total_reward_ma:3080.68 loss:0.01887 fps:1411 +frame:6.65e+06 wall_t:4712 t:415625 epi:nan +opt_step:103904 lr:8.375e-05 clip_eps:0.1 entropy:0.5293 +2026-01-08 14:19:28 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2930.27 total_reward_ma:3082.01 loss:0.04155 fps:1412 +frame:6.66e+06 wall_t:4717 t:416250 epi:nan +opt_step:104032 lr:8.355e-05 clip_eps:0.1 entropy:0.534 +2026-01-08 14:19:34 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2959.65 total_reward_ma:3083.50 loss:0.04483 fps:1412 +frame:6.67e+06 wall_t:4723 t:416875 epi:nan +opt_step:104192 lr:8.329e-05 clip_eps:0.1 entropy:0.4768 +2026-01-08 14:19:41 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2936.31 total_reward_ma:3085.27 loss:0.05185 fps:1412 +frame:6.68e+06 wall_t:4730 t:417500 epi:nan +opt_step:104352 lr:8.304e-05 clip_eps:0.1 entropy:0.5077 +2026-01-08 14:19:47 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3000.16 total_reward_ma:3087.31 loss:0.04878 fps:1413 +frame:6.69e+06 wall_t:4736 t:418125 epi:nan +opt_step:104512 lr:8.278e-05 clip_eps:0.1 entropy:0.5003 +2026-01-08 14:19:53 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3013.23 total_reward_ma:3089.33 loss:0.04924 fps:1413 +frame:6.70e+06 wall_t:4742 t:418750 epi:nan +opt_step:104672 lr:8.252e-05 clip_eps:0.1 entropy:0.4819 +2026-01-08 14:19:59 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2979.33 total_reward_ma:3090.73 loss:0.04715 fps:1413 +frame:6.71e+06 wall_t:4748 t:419375 epi:nan +opt_step:104832 lr:8.227e-05 clip_eps:0.1 entropy:0.4858 +2026-01-08 14:20:05 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2972.66 total_reward_ma:3091.92 loss:0.08779 fps:1414 +frame:6.72e+06 wall_t:4754 t:420000 epi:nan +opt_step:104992 lr:8.201e-05 clip_eps:0.1 entropy:0.5201 +2026-01-08 14:20:11 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2996.05 total_reward_ma:3093.19 loss:0.05285 fps:1414 +frame:6.73e+06 wall_t:4760 t:420625 epi:nan +opt_step:105152 lr:8.176e-05 clip_eps:0.1 entropy:0.5357 +2026-01-08 14:20:17 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:2984.31 total_reward_ma:3094.55 loss:0.01369 fps:1414 +frame:6.74e+06 wall_t:4766 t:421250 epi:nan +opt_step:105312 lr:8.15e-05 clip_eps:0.1 entropy:0.5185 +2026-01-08 14:20:23 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3044.22 total_reward_ma:3096.13 loss:0.01865 fps:1415 +frame:6.75e+06 wall_t:4772 t:421875 epi:nan +opt_step:105440 lr:8.13e-05 clip_eps:0.1 entropy:0.5258 +2026-01-08 14:20:29 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3082.24 total_reward_ma:3097.96 loss:0.006139 fps:1415 +frame:6.76e+06 wall_t:4778 t:422500 epi:nan +opt_step:105600 lr:8.104e-05 clip_eps:0.1 entropy:0.4584 +2026-01-08 14:20:35 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3134.80 total_reward_ma:3100.40 loss:0.05162 fps:1415 +frame:6.77e+06 wall_t:4784 t:423125 epi:nan +opt_step:105760 lr:8.078e-05 clip_eps:0.1 entropy:0.4847 +2026-01-08 14:20:42 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3128.26 total_reward_ma:3102.82 loss:0.06164 fps:1415 +frame:6.78e+06 wall_t:4791 t:423750 epi:nan +opt_step:105920 lr:8.053e-05 clip_eps:0.1 entropy:0.5066 +2026-01-08 14:20:49 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3080.81 total_reward_ma:3104.80 loss:0.01733 fps:1415 +frame:6.79e+06 wall_t:4798 t:424375 epi:nan +opt_step:106080 lr:8.027e-05 clip_eps:0.1 entropy:0.495 +2026-01-08 14:20:55 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3172.97 total_reward_ma:3107.67 loss:0.04096 fps:1415 +frame:6.80e+06 wall_t:4804 t:425000 epi:nan +opt_step:106240 lr:8.002e-05 clip_eps:0.1 entropy:0.4966 +2026-01-08 14:21:02 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3157.42 total_reward_ma:3110.19 loss:0.02088 fps:1416 +frame:6.81e+06 wall_t:4811 t:425625 epi:nan +opt_step:106400 lr:7.976e-05 clip_eps:0.1 entropy:0.4831 +2026-01-08 14:21:08 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3167.12 total_reward_ma:3112.70 loss:0.007143 fps:1416 +frame:6.82e+06 wall_t:4817 t:426250 epi:nan +opt_step:106560 lr:7.95e-05 clip_eps:0.1 entropy:0.4663 +2026-01-08 14:21:14 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3189.49 total_reward_ma:3115.25 loss:0.0144 fps:1416 +frame:6.83e+06 wall_t:4823 t:426875 epi:nan +opt_step:106688 lr:7.93e-05 clip_eps:0.1 entropy:0.4756 +2026-01-08 14:21:21 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3194.07 total_reward_ma:3117.62 loss:0.0001398 fps:1416 +frame:6.84e+06 wall_t:4830 t:427500 epi:nan +opt_step:106848 lr:7.904e-05 clip_eps:0.1 entropy:0.4797 +2026-01-08 14:21:28 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3182.87 total_reward_ma:3119.82 loss:0.01924 fps:1416 +frame:6.85e+06 wall_t:4837 t:428125 epi:nan +opt_step:107008 lr:7.879e-05 clip_eps:0.1 entropy:0.4713 +2026-01-08 14:21:34 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3201.38 total_reward_ma:3122.07 loss:0.01473 fps:1416 +frame:6.86e+06 wall_t:4843 t:428750 epi:nan +opt_step:107168 lr:7.853e-05 clip_eps:0.1 entropy:0.4811 +2026-01-08 14:21:41 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3223.05 total_reward_ma:3124.03 loss:0.04476 fps:1416 +frame:6.87e+06 wall_t:4850 t:429375 epi:nan +opt_step:107328 lr:7.828e-05 clip_eps:0.1 entropy:0.5359 +2026-01-08 14:21:48 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3201.31 total_reward_ma:3125.75 loss:0.009769 fps:1417 +frame:6.88e+06 wall_t:4856 t:430000 epi:nan +opt_step:107488 lr:7.802e-05 clip_eps:0.1 entropy:0.5059 +2026-01-08 14:21:54 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3195.02 total_reward_ma:3126.91 loss:0.04377 fps:1417 +frame:6.89e+06 wall_t:4863 t:430625 epi:nan +opt_step:107648 lr:7.776e-05 clip_eps:0.1 entropy:0.5584 +2026-01-08 14:22:00 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3221.76 total_reward_ma:3128.33 loss:0.03248 fps:1417 +frame:6.90e+06 wall_t:4869 t:431250 epi:nan +opt_step:107808 lr:7.751e-05 clip_eps:0.1 entropy:0.4756 +2026-01-08 14:22:06 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3216.64 total_reward_ma:3129.69 loss:0.003973 fps:1417 +frame:6.91e+06 wall_t:4875 t:431875 epi:nan +opt_step:107968 lr:7.725e-05 clip_eps:0.1 entropy:0.5628 +2026-01-08 14:22:12 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3245.49 total_reward_ma:3130.77 loss:0.02312 fps:1418 +frame:6.92e+06 wall_t:4880 t:432500 epi:nan +opt_step:108096 lr:7.705e-05 clip_eps:0.1 entropy:0.4957 +2026-01-08 14:22:18 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3239.81 total_reward_ma:3131.37 loss:0.05779 fps:1418 +frame:6.93e+06 wall_t:4887 t:433125 epi:nan +opt_step:108256 lr:7.679e-05 clip_eps:0.1 entropy:0.5273 +2026-01-08 14:22:25 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3235.40 total_reward_ma:3132.01 loss:0.04706 fps:1418 +frame:6.94e+06 wall_t:4894 t:433750 epi:nan +opt_step:108416 lr:7.653e-05 clip_eps:0.1 entropy:0.5828 +2026-01-08 14:22:32 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3255.91 total_reward_ma:3133.09 loss:0.03125 fps:1418 +frame:6.95e+06 wall_t:4901 t:434375 epi:nan +opt_step:108576 lr:7.628e-05 clip_eps:0.1 entropy:0.5554 +2026-01-08 14:22:38 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3243.67 total_reward_ma:3133.74 loss:0.01293 fps:1418 +frame:6.96e+06 wall_t:4907 t:435000 epi:nan +opt_step:108736 lr:7.602e-05 clip_eps:0.1 entropy:0.527 +2026-01-08 14:22:45 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3253.11 total_reward_ma:3134.02 loss:0.02735 fps:1418 +frame:6.97e+06 wall_t:4914 t:435625 epi:nan +opt_step:108896 lr:7.577e-05 clip_eps:0.1 entropy:0.536 +2026-01-08 14:22:52 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3242.39 total_reward_ma:3134.32 loss:0.03029 fps:1418 +frame:6.98e+06 wall_t:4921 t:436250 epi:nan +opt_step:109056 lr:7.551e-05 clip_eps:0.1 entropy:0.5376 +2026-01-08 14:22:59 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3267.53 total_reward_ma:3134.74 loss:0.05737 fps:1418 +frame:6.99e+06 wall_t:4928 t:436875 epi:nan +opt_step:109216 lr:7.525e-05 clip_eps:0.1 entropy:0.4808 +2026-01-08 14:23:04 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3195.69 total_reward_ma:3134.77 loss:0.06078 fps:1419 +frame:7.00e+06 wall_t:4933 t:437500 epi:nan +opt_step:109344 lr:7.505e-05 clip_eps:0.1 entropy:0.528 +2026-01-08 14:23:10 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3169.66 total_reward_ma:3133.79 loss:0.01214 fps:1419 +frame:7.01e+06 wall_t:4939 t:438125 epi:nan +opt_step:109504 lr:7.479e-05 clip_eps:0.1 entropy:0.5215 +2026-01-08 14:23:17 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3199.15 total_reward_ma:3133.07 loss:0.01537 fps:1419 +frame:7.02e+06 wall_t:4946 t:438750 epi:nan +opt_step:109664 lr:7.454e-05 clip_eps:0.1 entropy:0.5891 +2026-01-08 14:23:23 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3206.18 total_reward_ma:3132.32 loss:0.04158 fps:1420 +frame:7.03e+06 wall_t:4952 t:439375 epi:nan +opt_step:109824 lr:7.428e-05 clip_eps:0.1 entropy:0.5502 +2026-01-08 14:23:29 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3216.05 total_reward_ma:3131.45 loss:0.05449 fps:1420 +frame:7.04e+06 wall_t:4958 t:440000 epi:nan +opt_step:109984 lr:7.403e-05 clip_eps:0.1 entropy:0.5159 +2026-01-08 14:23:35 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3201.59 total_reward_ma:3130.58 loss:0.01841 fps:1420 +frame:7.05e+06 wall_t:4964 t:440625 epi:nan +opt_step:110144 lr:7.377e-05 clip_eps:0.1 entropy:0.4866 +2026-01-08 14:23:41 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3260.70 total_reward_ma:3130.30 loss:0.02746 fps:1421 +frame:7.06e+06 wall_t:4970 t:441250 epi:nan +opt_step:110304 lr:7.351e-05 clip_eps:0.1 entropy:0.5373 +2026-01-08 14:23:47 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3276.47 total_reward_ma:3129.94 loss:0.009145 fps:1421 +frame:7.07e+06 wall_t:4976 t:441875 epi:nan +opt_step:110464 lr:7.326e-05 clip_eps:0.1 entropy:0.5176 +2026-01-08 14:23:54 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3283.29 total_reward_ma:3129.84 loss:0.03787 fps:1421 +frame:7.08e+06 wall_t:4983 t:442500 epi:nan +opt_step:110624 lr:7.3e-05 clip_eps:0.1 entropy:0.5289 +2026-01-08 14:23:59 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3274.18 total_reward_ma:3129.80 loss:0.05074 fps:1421 +frame:7.09e+06 wall_t:4988 t:443125 epi:nan +opt_step:110752 lr:7.28e-05 clip_eps:0.1 entropy:0.5052 +2026-01-08 14:24:06 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3291.50 total_reward_ma:3130.06 loss:0.04028 fps:1421 +frame:7.10e+06 wall_t:4995 t:443750 epi:nan +opt_step:110912 lr:7.254e-05 clip_eps:0.1 entropy:0.5258 +2026-01-08 14:24:12 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3320.64 total_reward_ma:3130.15 loss:0.03967 fps:1422 +frame:7.11e+06 wall_t:5001 t:444375 epi:nan +opt_step:111072 lr:7.228e-05 clip_eps:0.1 entropy:0.5719 +2026-01-08 14:24:18 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3329.46 total_reward_ma:3130.65 loss:-0.0003249 fps:1422 +frame:7.12e+06 wall_t:5007 t:445000 epi:nan +opt_step:111232 lr:7.203e-05 clip_eps:0.1 entropy:0.4839 +2026-01-08 14:24:24 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3330.51 total_reward_ma:3131.20 loss:0.01851 fps:1422 +frame:7.13e+06 wall_t:5013 t:445625 epi:nan +opt_step:111392 lr:7.177e-05 clip_eps:0.1 entropy:0.5073 +2026-01-08 14:24:30 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3359.40 total_reward_ma:3131.93 loss:0.08284 fps:1423 +frame:7.14e+06 wall_t:5019 t:446250 epi:nan +opt_step:111552 lr:7.152e-05 clip_eps:0.1 entropy:0.514 +2026-01-08 14:24:36 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3392.08 total_reward_ma:3133.61 loss:0.06717 fps:1423 +frame:7.15e+06 wall_t:5025 t:446875 epi:nan +opt_step:111712 lr:7.126e-05 clip_eps:0.1 entropy:0.5692 +2026-01-08 14:24:43 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3389.57 total_reward_ma:3134.68 loss:0.01338 fps:1423 +frame:7.16e+06 wall_t:5032 t:447500 epi:nan +opt_step:111872 lr:7.1e-05 clip_eps:0.1 entropy:0.5009 +2026-01-08 14:24:48 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3401.82 total_reward_ma:3136.15 loss:0.02027 fps:1423 +frame:7.17e+06 wall_t:5037 t:448125 epi:nan +opt_step:112000 lr:7.08e-05 clip_eps:0.1 entropy:0.4994 +2026-01-08 14:24:55 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3419.98 total_reward_ma:3138.22 loss:0.03306 fps:1423 +frame:7.18e+06 wall_t:5044 t:448750 epi:nan +opt_step:112160 lr:7.054e-05 clip_eps:0.1 entropy:0.5139 +2026-01-08 14:25:01 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3429.07 total_reward_ma:3140.42 loss:0.03022 fps:1424 +frame:7.19e+06 wall_t:5050 t:449375 epi:nan +opt_step:112320 lr:7.029e-05 clip_eps:0.1 entropy:0.5062 +2026-01-08 14:25:07 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3406.47 total_reward_ma:3142.62 loss:0.05168 fps:1424 +frame:7.20e+06 wall_t:5056 t:450000 epi:nan +opt_step:112480 lr:7.003e-05 clip_eps:0.1 entropy:0.4897 +2026-01-08 14:25:13 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3398.47 total_reward_ma:3144.33 loss:0.02939 fps:1424 +frame:7.21e+06 wall_t:5062 t:450625 epi:nan +opt_step:112640 lr:6.978e-05 clip_eps:0.1 entropy:0.5373 +2026-01-08 14:25:20 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3448.98 total_reward_ma:3146.47 loss:0.01423 fps:1424 +frame:7.22e+06 wall_t:5069 t:451250 epi:nan +opt_step:112800 lr:6.952e-05 clip_eps:0.1 entropy:0.4776 +2026-01-08 14:25:27 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3485.22 total_reward_ma:3149.39 loss:0.05463 fps:1424 +frame:7.23e+06 wall_t:5076 t:451875 epi:nan +opt_step:112960 lr:6.926e-05 clip_eps:0.1 entropy:0.5364 +2026-01-08 14:25:33 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3486.64 total_reward_ma:3152.58 loss:0.04483 fps:1425 +frame:7.24e+06 wall_t:5082 t:452500 epi:nan +opt_step:113120 lr:6.901e-05 clip_eps:0.1 entropy:0.4976 +2026-01-08 14:25:40 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3561.89 total_reward_ma:3156.22 loss:0.009863 fps:1425 +frame:7.25e+06 wall_t:5089 t:453125 epi:nan +opt_step:113280 lr:6.875e-05 clip_eps:0.1 entropy:0.4769 +2026-01-08 14:25:46 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3637.67 total_reward_ma:3161.18 loss:0.02713 fps:1425 +frame:7.26e+06 wall_t:5095 t:453750 epi:nan +opt_step:113408 lr:6.855e-05 clip_eps:0.1 entropy:0.501 +2026-01-08 14:25:52 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3653.93 total_reward_ma:3166.12 loss:0.03443 fps:1425 +frame:7.27e+06 wall_t:5101 t:454375 epi:nan +opt_step:113568 lr:6.829e-05 clip_eps:0.1 entropy:0.5113 +2026-01-08 14:25:59 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3651.74 total_reward_ma:3170.98 loss:0.008591 fps:1425 +frame:7.28e+06 wall_t:5108 t:455000 epi:nan +opt_step:113728 lr:6.804e-05 clip_eps:0.1 entropy:0.5522 +2026-01-08 14:26:06 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3606.68 total_reward_ma:3175.77 loss:0.003806 fps:1425 +frame:7.29e+06 wall_t:5115 t:455625 epi:nan +opt_step:113888 lr:6.778e-05 clip_eps:0.1 entropy:0.5407 +2026-01-08 14:26:12 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3609.49 total_reward_ma:3180.46 loss:0.09083 fps:1426 +frame:7.30e+06 wall_t:5121 t:456250 epi:nan +opt_step:114048 lr:6.752e-05 clip_eps:0.1 entropy:0.5307 +2026-01-08 14:26:18 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3584.15 total_reward_ma:3184.96 loss:0.03884 fps:1426 +frame:7.31e+06 wall_t:5127 t:456875 epi:nan +opt_step:114208 lr:6.727e-05 clip_eps:0.1 entropy:0.4738 +2026-01-08 14:26:25 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3577.65 total_reward_ma:3189.59 loss:0.03204 fps:1426 +frame:7.32e+06 wall_t:5134 t:457500 epi:nan +opt_step:114368 lr:6.701e-05 clip_eps:0.1 entropy:0.4896 +2026-01-08 14:26:31 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3561.01 total_reward_ma:3193.95 loss:0.01658 fps:1426 +frame:7.33e+06 wall_t:5140 t:458125 epi:nan +opt_step:114528 lr:6.676e-05 clip_eps:0.1 entropy:0.5161 +2026-01-08 14:26:37 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3523.33 total_reward_ma:3197.73 loss:0.03477 fps:1426 +frame:7.34e+06 wall_t:5146 t:458750 epi:nan +opt_step:114656 lr:6.655e-05 clip_eps:0.1 entropy:0.5527 +2026-01-08 14:26:43 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3531.46 total_reward_ma:3201.56 loss:0.03241 fps:1427 +frame:7.35e+06 wall_t:5152 t:459375 epi:nan +opt_step:114816 lr:6.629e-05 clip_eps:0.1 entropy:0.5203 +2026-01-08 14:26:49 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3549.96 total_reward_ma:3206.49 loss:0.02207 fps:1427 +frame:7.36e+06 wall_t:5158 t:460000 epi:nan +opt_step:114976 lr:6.604e-05 clip_eps:0.1 entropy:0.501 +2026-01-08 14:26:56 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3543.78 total_reward_ma:3211.37 loss:0.02449 fps:1427 +frame:7.37e+06 wall_t:5165 t:460625 epi:nan +opt_step:115136 lr:6.578e-05 clip_eps:0.1 entropy:0.5091 +2026-01-08 14:27:03 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3565.48 total_reward_ma:3216.56 loss:0.02866 fps:1427 +frame:7.38e+06 wall_t:5172 t:461250 epi:nan +opt_step:115296 lr:6.553e-05 clip_eps:0.1 entropy:0.5043 +2026-01-08 14:27:09 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3564.80 total_reward_ma:3220.98 loss:0.008274 fps:1427 +frame:7.39e+06 wall_t:5178 t:461875 epi:nan +opt_step:115456 lr:6.527e-05 clip_eps:0.1 entropy:0.4844 +2026-01-08 14:27:16 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3579.39 total_reward_ma:3226.05 loss:0.03879 fps:1427 +frame:7.40e+06 wall_t:5185 t:462500 epi:nan +opt_step:115616 lr:6.501e-05 clip_eps:0.1 entropy:0.5087 +2026-01-08 14:27:23 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3626.91 total_reward_ma:3231.50 loss:0.02687 fps:1427 +frame:7.41e+06 wall_t:5192 t:463125 epi:nan +opt_step:115776 lr:6.476e-05 clip_eps:0.1 entropy:0.513 +2026-01-08 14:27:29 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3625.34 total_reward_ma:3236.86 loss:0.03293 fps:1427 +frame:7.42e+06 wall_t:5198 t:463750 epi:nan +opt_step:115936 lr:6.45e-05 clip_eps:0.1 entropy:0.5233 +2026-01-08 14:27:35 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3611.87 total_reward_ma:3242.14 loss:0.0267 fps:1428 +frame:7.43e+06 wall_t:5204 t:464375 epi:nan +opt_step:116064 lr:6.43e-05 clip_eps:0.1 entropy:0.4864 +2026-01-08 14:27:41 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3626.87 total_reward_ma:3247.58 loss:0.03627 fps:1428 +frame:7.44e+06 wall_t:5210 t:465000 epi:nan +opt_step:116224 lr:6.404e-05 clip_eps:0.1 entropy:0.5534 +2026-01-08 14:27:47 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3585.09 total_reward_ma:3253.11 loss:0.04469 fps:1428 +frame:7.45e+06 wall_t:5216 t:465625 epi:nan +opt_step:116384 lr:6.379e-05 clip_eps:0.1 entropy:0.5081 +2026-01-08 14:27:53 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3605.62 total_reward_ma:3258.95 loss:0.03726 fps:1429 +frame:7.46e+06 wall_t:5222 t:466250 epi:nan +opt_step:116544 lr:6.353e-05 clip_eps:0.1 entropy:0.4983 +2026-01-08 14:27:59 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3611.32 total_reward_ma:3264.83 loss:0.01651 fps:1429 +frame:7.47e+06 wall_t:5228 t:466875 epi:nan +opt_step:116704 lr:6.327e-05 clip_eps:0.1 entropy:0.4917 +2026-01-08 14:28:05 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3687.90 total_reward_ma:3271.48 loss:0.06527 fps:1429 +frame:7.48e+06 wall_t:5234 t:467500 epi:nan +opt_step:116864 lr:6.302e-05 clip_eps:0.1 entropy:0.4997 +2026-01-08 14:28:11 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3704.87 total_reward_ma:3277.98 loss:0.02425 fps:1429 +frame:7.49e+06 wall_t:5240 t:468125 epi:nan +opt_step:117024 lr:6.276e-05 clip_eps:0.1 entropy:0.544 +2026-01-08 14:28:18 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3671.32 total_reward_ma:3284.29 loss:0.002419 fps:1429 +frame:7.50e+06 wall_t:5247 t:468750 epi:nan +opt_step:117184 lr:6.251e-05 clip_eps:0.1 entropy:0.508 +2026-01-08 14:28:23 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3673.31 total_reward_ma:3290.63 loss:0.01879 fps:1430 +frame:7.51e+06 wall_t:5252 t:469375 epi:nan +opt_step:117312 lr:6.23e-05 clip_eps:0.1 entropy:0.5156 +2026-01-08 14:28:30 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3663.86 total_reward_ma:3296.88 loss:0.02243 fps:1430 +frame:7.52e+06 wall_t:5259 t:470000 epi:nan +opt_step:117472 lr:6.204e-05 clip_eps:0.1 entropy:0.4973 +2026-01-08 14:28:36 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3661.29 total_reward_ma:3303.37 loss:0.02534 fps:1430 +frame:7.53e+06 wall_t:5265 t:470625 epi:nan +opt_step:117632 lr:6.179e-05 clip_eps:0.1 entropy:0.5215 +2026-01-08 14:28:43 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3617.91 total_reward_ma:3309.09 loss:0.01987 fps:1430 +frame:7.54e+06 wall_t:5272 t:471250 epi:nan +opt_step:117792 lr:6.153e-05 clip_eps:0.1 entropy:0.4405 +2026-01-08 14:28:49 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3615.05 total_reward_ma:3314.15 loss:0.04871 fps:1430 +frame:7.55e+06 wall_t:5278 t:471875 epi:nan +opt_step:117952 lr:6.128e-05 clip_eps:0.1 entropy:0.538 +2026-01-08 14:28:55 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3611.29 total_reward_ma:3319.53 loss:0.01282 fps:1431 +frame:7.56e+06 wall_t:5284 t:472500 epi:nan +opt_step:118112 lr:6.102e-05 clip_eps:0.1 entropy:0.5262 +2026-01-08 14:29:01 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3618.83 total_reward_ma:3325.11 loss:0.008959 fps:1431 +frame:7.57e+06 wall_t:5290 t:473125 epi:nan +opt_step:118272 lr:6.076e-05 clip_eps:0.1 entropy:0.5062 +2026-01-08 14:29:07 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3656.63 total_reward_ma:3331.73 loss:0.01246 fps:1431 +frame:7.58e+06 wall_t:5296 t:473750 epi:nan +opt_step:118432 lr:6.051e-05 clip_eps:0.1 entropy:0.5098 +2026-01-08 14:29:13 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3703.21 total_reward_ma:3338.94 loss:0.02884 fps:1432 +frame:7.59e+06 wall_t:5302 t:474375 epi:nan +opt_step:118592 lr:6.025e-05 clip_eps:0.1 entropy:0.5693 +2026-01-08 14:29:19 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3743.33 total_reward_ma:3346.47 loss:0.02074 fps:1432 +frame:7.60e+06 wall_t:5308 t:475000 epi:nan +opt_step:118720 lr:6.005e-05 clip_eps:0.1 entropy:0.5787 +2026-01-08 14:29:25 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3785.58 total_reward_ma:3354.63 loss:0.02513 fps:1432 +frame:7.61e+06 wall_t:5314 t:475625 epi:nan +opt_step:118880 lr:5.979e-05 clip_eps:0.1 entropy:0.5129 +2026-01-08 14:29:31 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3831.07 total_reward_ma:3363.86 loss:0.0203 fps:1432 +frame:7.62e+06 wall_t:5320 t:476250 epi:nan +opt_step:119040 lr:5.954e-05 clip_eps:0.1 entropy:0.4847 +2026-01-08 14:29:38 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3869.26 total_reward_ma:3373.15 loss:0.03876 fps:1433 +frame:7.63e+06 wall_t:5326 t:476875 epi:nan +opt_step:119200 lr:5.928e-05 clip_eps:0.1 entropy:0.48 +2026-01-08 14:29:44 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3892.26 total_reward_ma:3382.64 loss:0.009886 fps:1433 +frame:7.64e+06 wall_t:5333 t:477500 epi:nan +opt_step:119360 lr:5.902e-05 clip_eps:0.1 entropy:0.5147 +2026-01-08 14:29:51 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3902.04 total_reward_ma:3392.26 loss:0.04583 fps:1433 +frame:7.65e+06 wall_t:5340 t:478125 epi:nan +opt_step:119520 lr:5.877e-05 clip_eps:0.1 entropy:0.574 +2026-01-08 14:29:59 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3927.90 total_reward_ma:3402.24 loss:0.02099 fps:1432 +frame:7.66e+06 wall_t:5348 t:478750 epi:nan +opt_step:119680 lr:5.851e-05 clip_eps:0.1 entropy:0.5272 +2026-01-08 14:30:05 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3907.03 total_reward_ma:3411.71 loss:0.02049 fps:1433 +frame:7.67e+06 wall_t:5354 t:479375 epi:nan +opt_step:119840 lr:5.826e-05 clip_eps:0.1 entropy:0.5162 +2026-01-08 14:30:11 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3935.54 total_reward_ma:3421.70 loss:0.01146 fps:1433 +frame:7.68e+06 wall_t:5360 t:480000 epi:nan +opt_step:120000 lr:5.8e-05 clip_eps:0.1 entropy:0.5514 +2026-01-08 14:30:17 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3933.94 total_reward_ma:3431.04 loss:0.04723 fps:1433 +frame:7.69e+06 wall_t:5366 t:480625 epi:nan +opt_step:120128 lr:5.78e-05 clip_eps:0.1 entropy:0.5382 +2026-01-08 14:30:25 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3909.71 total_reward_ma:3440.00 loss:0.01503 fps:1433 +frame:7.70e+06 wall_t:5374 t:481250 epi:nan +opt_step:120288 lr:5.754e-05 clip_eps:0.1 entropy:0.5036 +2026-01-08 14:30:32 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3874.50 total_reward_ma:3448.96 loss:0.03219 fps:1433 +frame:7.71e+06 wall_t:5381 t:481875 epi:nan +opt_step:120448 lr:5.728e-05 clip_eps:0.1 entropy:0.4993 +2026-01-08 14:30:38 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3937.52 total_reward_ma:3458.60 loss:0.0319 fps:1433 +frame:7.72e+06 wall_t:5387 t:482500 epi:nan +opt_step:120608 lr:5.703e-05 clip_eps:0.1 entropy:0.5223 +2026-01-08 14:30:45 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3962.86 total_reward_ma:3468.27 loss:0.02073 fps:1433 +frame:7.73e+06 wall_t:5394 t:483125 epi:nan +opt_step:120768 lr:5.677e-05 clip_eps:0.1 entropy:0.558 +2026-01-08 14:30:51 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3924.38 total_reward_ma:3477.67 loss:0.03323 fps:1433 +frame:7.74e+06 wall_t:5400 t:483750 epi:nan +opt_step:120928 lr:5.652e-05 clip_eps:0.1 entropy:0.5587 +2026-01-08 14:30:57 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3935.67 total_reward_ma:3486.59 loss:0.03249 fps:1434 +frame:7.75e+06 wall_t:5406 t:484375 epi:nan +opt_step:121088 lr:5.626e-05 clip_eps:0.1 entropy:0.4733 +2026-01-08 14:31:03 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3935.35 total_reward_ma:3495.12 loss:0.01755 fps:1434 +frame:7.76e+06 wall_t:5412 t:485000 epi:nan +opt_step:121248 lr:5.6e-05 clip_eps:0.1 entropy:0.5148 +2026-01-08 14:31:09 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3836.58 total_reward_ma:3502.14 loss:0.04316 fps:1434 +frame:7.77e+06 wall_t:5418 t:485625 epi:nan +opt_step:121376 lr:5.58e-05 clip_eps:0.1 entropy:0.5479 +2026-01-08 14:31:15 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3833.23 total_reward_ma:3509.19 loss:0.02285 fps:1434 +frame:7.78e+06 wall_t:5424 t:486250 epi:nan +opt_step:121536 lr:5.554e-05 clip_eps:0.1 entropy:0.5431 +2026-01-08 14:31:21 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3854.84 total_reward_ma:3516.93 loss:0.0328 fps:1435 +frame:7.79e+06 wall_t:5430 t:486875 epi:nan +opt_step:121696 lr:5.529e-05 clip_eps:0.1 entropy:0.5984 +2026-01-08 14:31:28 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3847.94 total_reward_ma:3523.68 loss:0.01575 fps:1435 +frame:7.80e+06 wall_t:5437 t:487500 epi:nan +opt_step:121856 lr:5.503e-05 clip_eps:0.1 entropy:0.5542 +2026-01-08 14:31:34 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3853.42 total_reward_ma:3530.64 loss:0.02235 fps:1435 +frame:7.81e+06 wall_t:5443 t:488125 epi:nan +opt_step:122016 lr:5.477e-05 clip_eps:0.1 entropy:0.5303 +2026-01-08 14:31:40 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3868.65 total_reward_ma:3537.65 loss:0.01148 fps:1435 +frame:7.82e+06 wall_t:5449 t:488750 epi:nan +opt_step:122176 lr:5.452e-05 clip_eps:0.1 entropy:0.5136 +2026-01-08 14:31:47 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3869.67 total_reward_ma:3544.45 loss:0.01694 fps:1435 +frame:7.83e+06 wall_t:5456 t:489375 epi:nan +opt_step:122336 lr:5.426e-05 clip_eps:0.1 entropy:0.5719 +2026-01-08 14:31:53 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3898.18 total_reward_ma:3551.49 loss:0.01247 fps:1435 +frame:7.84e+06 wall_t:5462 t:490000 epi:nan +opt_step:122496 lr:5.401e-05 clip_eps:0.1 entropy:0.5516 +2026-01-08 14:32:00 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3903.09 total_reward_ma:3558.70 loss:0.02167 fps:1435 +frame:7.85e+06 wall_t:5469 t:490625 epi:nan +opt_step:122656 lr:5.375e-05 clip_eps:0.1 entropy:0.5973 +2026-01-08 14:32:05 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3949.18 total_reward_ma:3566.18 loss:0.02842 fps:1436 +frame:7.86e+06 wall_t:5474 t:491250 epi:nan +opt_step:122784 lr:5.355e-05 clip_eps:0.1 entropy:0.5115 +2026-01-08 14:32:11 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3956.17 total_reward_ma:3573.51 loss:0.02428 fps:1436 +frame:7.87e+06 wall_t:5480 t:491875 epi:nan +opt_step:122944 lr:5.329e-05 clip_eps:0.1 entropy:0.4943 +2026-01-08 14:32:18 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3865.16 total_reward_ma:3580.14 loss:0.01675 fps:1436 +frame:7.88e+06 wall_t:5486 t:492500 epi:nan +opt_step:123104 lr:5.303e-05 clip_eps:0.1 entropy:0.5247 +2026-01-08 14:32:24 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3848.76 total_reward_ma:3586.68 loss:0.04285 fps:1437 +frame:7.89e+06 wall_t:5492 t:493125 epi:nan +opt_step:123264 lr:5.278e-05 clip_eps:0.1 entropy:0.5741 +2026-01-08 14:32:30 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3870.86 total_reward_ma:3593.17 loss:0.02726 fps:1437 +frame:7.90e+06 wall_t:5499 t:493750 epi:nan +opt_step:123424 lr:5.252e-05 clip_eps:0.1 entropy:0.5059 +2026-01-08 14:32:37 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3932.49 total_reward_ma:3600.33 loss:0.0283 fps:1437 +frame:7.91e+06 wall_t:5505 t:494375 epi:nan +opt_step:123584 lr:5.227e-05 clip_eps:0.1 entropy:0.5565 +2026-01-08 14:32:43 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3900.33 total_reward_ma:3606.88 loss:0.05121 fps:1437 +frame:7.92e+06 wall_t:5512 t:495000 epi:nan +opt_step:123744 lr:5.201e-05 clip_eps:0.1 entropy:0.5567 +2026-01-08 14:32:49 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3934.08 total_reward_ma:3613.82 loss:0.0506 fps:1437 +frame:7.93e+06 wall_t:5518 t:495625 epi:nan +opt_step:123904 lr:5.175e-05 clip_eps:0.1 entropy:0.5531 +2026-01-08 14:32:55 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3897.16 total_reward_ma:3620.44 loss:0.05455 fps:1437 +frame:7.94e+06 wall_t:5524 t:496250 epi:nan +opt_step:124032 lr:5.155e-05 clip_eps:0.1 entropy:0.5207 +2026-01-08 14:33:01 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3909.53 total_reward_ma:3626.98 loss:0.04144 fps:1438 +frame:7.95e+06 wall_t:5530 t:496875 epi:nan +opt_step:124192 lr:5.129e-05 clip_eps:0.1 entropy:0.5279 +2026-01-08 14:33:08 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3873.33 total_reward_ma:3633.27 loss:0.02193 fps:1438 +frame:7.96e+06 wall_t:5537 t:497500 epi:nan +opt_step:124352 lr:5.104e-05 clip_eps:0.1 entropy:0.5301 +2026-01-08 14:33:15 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3891.68 total_reward_ma:3639.66 loss:0.01062 fps:1438 +frame:7.97e+06 wall_t:5543 t:498125 epi:nan +opt_step:124512 lr:5.078e-05 clip_eps:0.1 entropy:0.5055 +2026-01-08 14:33:21 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3889.23 total_reward_ma:3646.13 loss:0.01928 fps:1438 +frame:7.98e+06 wall_t:5549 t:498750 epi:nan +opt_step:124672 lr:5.052e-05 clip_eps:0.1 entropy:0.5473 +2026-01-08 14:33:27 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3885.07 total_reward_ma:3652.30 loss:0.05724 fps:1438 +frame:7.99e+06 wall_t:5556 t:499375 epi:nan +opt_step:124832 lr:5.027e-05 clip_eps:0.1 entropy:0.5666 +2026-01-08 14:33:33 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3868.40 total_reward_ma:3659.03 loss:0.01352 fps:1438 +frame:8.00e+06 wall_t:5562 t:500000 epi:nan +opt_step:124992 lr:5.001e-05 clip_eps:0.1 entropy:0.565 +2026-01-08 14:33:39 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3844.35 total_reward_ma:3665.78 loss:0.01611 fps:1439 +frame:8.01e+06 wall_t:5568 t:500625 epi:nan +opt_step:125152 lr:4.976e-05 clip_eps:0.1 entropy:0.558 +2026-01-08 14:33:46 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3834.74 total_reward_ma:3672.13 loss:0.001911 fps:1439 +frame:8.02e+06 wall_t:5575 t:501250 epi:nan +opt_step:125312 lr:4.95e-05 clip_eps:0.1 entropy:0.5083 +2026-01-08 14:33:52 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3859.41 total_reward_ma:3678.66 loss:0.03208 fps:1439 +frame:8.03e+06 wall_t:5581 t:501875 epi:nan +opt_step:125440 lr:4.93e-05 clip_eps:0.1 entropy:0.5649 +2026-01-08 14:33:58 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3819.20 total_reward_ma:3684.70 loss:0.03399 fps:1439 +frame:8.04e+06 wall_t:5587 t:502500 epi:nan +opt_step:125600 lr:4.904e-05 clip_eps:0.1 entropy:0.5529 +2026-01-08 14:34:04 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3863.24 total_reward_ma:3691.31 loss:0.03041 fps:1439 +frame:8.05e+06 wall_t:5593 t:503125 epi:nan +opt_step:125760 lr:4.878e-05 clip_eps:0.1 entropy:0.4841 +2026-01-08 14:34:10 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3863.24 total_reward_ma:3697.34 loss:0.07319 fps:1440 +frame:8.06e+06 wall_t:5599 t:503750 epi:nan +opt_step:125920 lr:4.853e-05 clip_eps:0.1 entropy:0.5426 +2026-01-08 14:34:16 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3869.39 total_reward_ma:3703.27 loss:0.03081 fps:1440 +frame:8.07e+06 wall_t:5605 t:504375 epi:nan +opt_step:126080 lr:4.827e-05 clip_eps:0.1 entropy:0.552 +2026-01-08 14:34:23 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3872.77 total_reward_ma:3709.16 loss:0.0322 fps:1440 +frame:8.08e+06 wall_t:5612 t:505000 epi:nan +opt_step:126240 lr:4.802e-05 clip_eps:0.1 entropy:0.5516 +2026-01-08 14:34:29 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3869.09 total_reward_ma:3715.11 loss:0.01388 fps:1440 +frame:8.09e+06 wall_t:5618 t:505625 epi:nan +opt_step:126400 lr:4.776e-05 clip_eps:0.1 entropy:0.5427 +2026-01-08 14:34:36 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3861.80 total_reward_ma:3720.81 loss:0.02043 fps:1440 +frame:8.10e+06 wall_t:5624 t:506250 epi:nan +opt_step:126560 lr:4.75e-05 clip_eps:0.1 entropy:0.5334 +2026-01-08 14:34:41 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3794.57 total_reward_ma:3725.55 loss:0.06432 fps:1440 +frame:8.11e+06 wall_t:5630 t:506875 epi:nan +opt_step:126688 lr:4.73e-05 clip_eps:0.1 entropy:0.551 +2026-01-08 14:34:47 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3741.63 total_reward_ma:3729.68 loss:0.06377 fps:1441 +frame:8.12e+06 wall_t:5636 t:507500 epi:nan +opt_step:126848 lr:4.704e-05 clip_eps:0.1 entropy:0.5546 +2026-01-08 14:34:54 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3673.46 total_reward_ma:3733.10 loss:0.03569 fps:1441 +frame:8.13e+06 wall_t:5643 t:508125 epi:nan +opt_step:127008 lr:4.679e-05 clip_eps:0.1 entropy:0.5613 +2026-01-08 14:35:00 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3661.12 total_reward_ma:3736.12 loss:0.04511 fps:1441 +frame:8.14e+06 wall_t:5649 t:508750 epi:nan +opt_step:127168 lr:4.653e-05 clip_eps:0.1 entropy:0.5446 +2026-01-08 14:35:06 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3613.36 total_reward_ma:3738.33 loss:0.01697 fps:1441 +frame:8.15e+06 wall_t:5655 t:509375 epi:nan +opt_step:127328 lr:4.628e-05 clip_eps:0.1 entropy:0.5319 +2026-01-08 14:35:13 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3658.28 total_reward_ma:3741.02 loss:0.02949 fps:1441 +frame:8.16e+06 wall_t:5661 t:510000 epi:nan +opt_step:127488 lr:4.602e-05 clip_eps:0.1 entropy:0.581 +2026-01-08 14:35:19 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3671.38 total_reward_ma:3743.72 loss:0.0157 fps:1441 +frame:8.17e+06 wall_t:5668 t:510625 epi:nan +opt_step:127648 lr:4.576e-05 clip_eps:0.1 entropy:0.5114 +2026-01-08 14:35:26 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3583.34 total_reward_ma:3745.35 loss:0.02841 fps:1441 +frame:8.18e+06 wall_t:5675 t:511250 epi:nan +opt_step:127808 lr:4.551e-05 clip_eps:0.1 entropy:0.5221 +2026-01-08 14:35:32 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3601.13 total_reward_ma:3747.07 loss:0.01766 fps:1442 +frame:8.19e+06 wall_t:5681 t:511875 epi:nan +opt_step:127968 lr:4.525e-05 clip_eps:0.1 entropy:0.5145 +2026-01-08 14:35:38 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3573.24 total_reward_ma:3748.74 loss:0.02188 fps:1442 +frame:8.20e+06 wall_t:5687 t:512500 epi:nan +opt_step:128096 lr:4.505e-05 clip_eps:0.1 entropy:0.5201 +2026-01-08 14:35:45 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3638.45 total_reward_ma:3751.14 loss:0.0301 fps:1442 +frame:8.21e+06 wall_t:5694 t:513125 epi:nan +opt_step:128256 lr:4.479e-05 clip_eps:0.1 entropy:0.6012 +2026-01-08 14:35:52 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3688.75 total_reward_ma:3753.54 loss:0.06352 fps:1442 +frame:8.22e+06 wall_t:5701 t:513750 epi:nan +opt_step:128416 lr:4.453e-05 clip_eps:0.1 entropy:0.5543 +2026-01-08 14:35:58 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3716.09 total_reward_ma:3755.85 loss:0.06373 fps:1442 +frame:8.23e+06 wall_t:5707 t:514375 epi:nan +opt_step:128576 lr:4.428e-05 clip_eps:0.1 entropy:0.5779 +2026-01-08 14:36:04 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3735.26 total_reward_ma:3758.33 loss:0.01494 fps:1442 +frame:8.24e+06 wall_t:5713 t:515000 epi:nan +opt_step:128736 lr:4.402e-05 clip_eps:0.1 entropy:0.5406 +2026-01-08 14:36:11 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3722.99 total_reward_ma:3759.94 loss:0.02382 fps:1443 +frame:8.25e+06 wall_t:5719 t:515625 epi:nan +opt_step:128896 lr:4.377e-05 clip_eps:0.1 entropy:0.5492 +2026-01-08 14:36:17 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3715.75 total_reward_ma:3760.72 loss:0.02193 fps:1443 +frame:8.26e+06 wall_t:5726 t:516250 epi:nan +opt_step:129056 lr:4.351e-05 clip_eps:0.1 entropy:0.5183 +2026-01-08 14:36:23 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3692.06 total_reward_ma:3761.10 loss:0.06284 fps:1443 +frame:8.27e+06 wall_t:5732 t:516875 epi:nan +opt_step:129216 lr:4.325e-05 clip_eps:0.1 entropy:0.5502 +2026-01-08 14:36:29 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3695.25 total_reward_ma:3761.54 loss:0.01119 fps:1443 +frame:8.28e+06 wall_t:5737 t:517500 epi:nan +opt_step:129344 lr:4.305e-05 clip_eps:0.1 entropy:0.5419 +2026-01-08 14:36:35 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3672.56 total_reward_ma:3762.20 loss:0.04831 fps:1443 +frame:8.29e+06 wall_t:5744 t:518125 epi:nan +opt_step:129504 lr:4.279e-05 clip_eps:0.1 entropy:0.544 +2026-01-08 14:36:42 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3682.35 total_reward_ma:3762.93 loss:0.06375 fps:1443 +frame:8.30e+06 wall_t:5751 t:518750 epi:nan +opt_step:129664 lr:4.254e-05 clip_eps:0.1 entropy:0.5847 +2026-01-08 14:36:49 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3737.97 total_reward_ma:3764.47 loss:0.05955 fps:1443 +frame:8.31e+06 wall_t:5758 t:519375 epi:nan +opt_step:129824 lr:4.228e-05 clip_eps:0.1 entropy:0.5176 +2026-01-08 14:36:56 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3677.57 total_reward_ma:3765.46 loss:0.0213 fps:1443 +frame:8.32e+06 wall_t:5765 t:520000 epi:nan +opt_step:129984 lr:4.203e-05 clip_eps:0.1 entropy:0.5671 +2026-01-08 14:37:02 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3602.31 total_reward_ma:3765.88 loss:0.03835 fps:1443 +frame:8.33e+06 wall_t:5771 t:520625 epi:nan +opt_step:130144 lr:4.177e-05 clip_eps:0.1 entropy:0.5499 +2026-01-08 14:37:08 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3608.66 total_reward_ma:3766.73 loss:0.02599 fps:1444 +frame:8.34e+06 wall_t:5777 t:521250 epi:nan +opt_step:130304 lr:4.151e-05 clip_eps:0.1 entropy:0.5337 +2026-01-08 14:37:15 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3623.41 total_reward_ma:3767.65 loss:0.02479 fps:1444 +frame:8.35e+06 wall_t:5784 t:521875 epi:nan +opt_step:130464 lr:4.126e-05 clip_eps:0.1 entropy:0.5899 +2026-01-08 14:37:21 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3618.12 total_reward_ma:3768.33 loss:0.03463 fps:1444 +frame:8.36e+06 wall_t:5790 t:522500 epi:nan +opt_step:130624 lr:4.1e-05 clip_eps:0.1 entropy:0.5616 +2026-01-08 14:37:27 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3609.57 total_reward_ma:3768.99 loss:0.02528 fps:1444 +frame:8.37e+06 wall_t:5795 t:523125 epi:nan +opt_step:130752 lr:4.08e-05 clip_eps:0.1 entropy:0.5622 +2026-01-08 14:37:32 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3618.59 total_reward_ma:3769.52 loss:0.01751 fps:1445 +frame:8.38e+06 wall_t:5801 t:523750 epi:nan +opt_step:130912 lr:4.054e-05 clip_eps:0.1 entropy:0.5983 +2026-01-08 14:37:39 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3684.50 total_reward_ma:3770.72 loss:0.02412 fps:1445 +frame:8.39e+06 wall_t:5808 t:524375 epi:nan +opt_step:131072 lr:4.028e-05 clip_eps:0.1 entropy:0.5596 +2026-01-08 14:37:45 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3726.12 total_reward_ma:3772.19 loss:0.03835 fps:1445 +frame:8.40e+06 wall_t:5814 t:525000 epi:nan +opt_step:131232 lr:4.003e-05 clip_eps:0.1 entropy:0.5571 +2026-01-08 14:37:51 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3748.95 total_reward_ma:3773.41 loss:0.04794 fps:1445 +frame:8.41e+06 wall_t:5820 t:525625 epi:nan +opt_step:131392 lr:3.977e-05 clip_eps:0.1 entropy:0.5271 +2026-01-08 14:37:57 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3824.32 total_reward_ma:3775.40 loss:0.02503 fps:1445 +frame:8.42e+06 wall_t:5826 t:526250 epi:nan +opt_step:131552 lr:3.952e-05 clip_eps:0.1 entropy:0.5182 +2026-01-08 14:38:04 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3781.79 total_reward_ma:3777.09 loss:0.02852 fps:1445 +frame:8.43e+06 wall_t:5833 t:526875 epi:nan +opt_step:131712 lr:3.926e-05 clip_eps:0.1 entropy:0.557 +2026-01-08 14:38:10 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3787.42 total_reward_ma:3778.70 loss:0.02907 fps:1445 +frame:8.44e+06 wall_t:5839 t:527500 epi:nan +opt_step:131872 lr:3.9e-05 clip_eps:0.1 entropy:0.5294 +2026-01-08 14:38:15 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3772.01 total_reward_ma:3780.57 loss:0.01285 fps:1446 +frame:8.45e+06 wall_t:5844 t:528125 epi:nan +opt_step:132000 lr:3.88e-05 clip_eps:0.1 entropy:0.4997 +2026-01-08 14:38:21 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3777.03 total_reward_ma:3782.28 loss:0.0379 fps:1446 +frame:8.46e+06 wall_t:5850 t:528750 epi:nan +opt_step:132160 lr:3.854e-05 clip_eps:0.1 entropy:0.5379 +2026-01-08 14:38:27 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3761.93 total_reward_ma:3783.79 loss:0.01342 fps:1446 +frame:8.47e+06 wall_t:5856 t:529375 epi:nan +opt_step:132320 lr:3.829e-05 clip_eps:0.1 entropy:0.5593 +2026-01-08 14:38:34 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3716.09 total_reward_ma:3784.07 loss:0.02213 fps:1446 +frame:8.48e+06 wall_t:5863 t:530000 epi:nan +opt_step:132480 lr:3.803e-05 clip_eps:0.1 entropy:0.551 +2026-01-08 14:38:40 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3731.26 total_reward_ma:3784.34 loss:0.02737 fps:1447 +frame:8.49e+06 wall_t:5869 t:530625 epi:nan +opt_step:132640 lr:3.778e-05 clip_eps:0.1 entropy:0.5382 +2026-01-08 14:38:46 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3679.81 total_reward_ma:3784.42 loss:0.04938 fps:1447 +frame:8.50e+06 wall_t:5875 t:531250 epi:nan +opt_step:132800 lr:3.752e-05 clip_eps:0.1 entropy:0.5531 +2026-01-08 14:38:53 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3739.29 total_reward_ma:3785.08 loss:0.007687 fps:1447 +frame:8.51e+06 wall_t:5882 t:531875 epi:nan +opt_step:132960 lr:3.726e-05 clip_eps:0.1 entropy:0.5235 +2026-01-08 14:38:59 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3752.16 total_reward_ma:3785.96 loss:0.009388 fps:1447 +frame:8.52e+06 wall_t:5888 t:532500 epi:nan +opt_step:133120 lr:3.701e-05 clip_eps:0.1 entropy:0.5269 +2026-01-08 14:39:05 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3752.16 total_reward_ma:3786.87 loss:0.04589 fps:1447 +frame:8.53e+06 wall_t:5894 t:533125 epi:nan +opt_step:133280 lr:3.675e-05 clip_eps:0.1 entropy:0.568 +2026-01-08 14:39:11 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3743.04 total_reward_ma:3788.12 loss:0.04004 fps:1447 +frame:8.54e+06 wall_t:5900 t:533750 epi:nan +opt_step:133408 lr:3.655e-05 clip_eps:0.1 entropy:0.6305 +2026-01-08 14:39:18 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3836.32 total_reward_ma:3790.34 loss:0.02521 fps:1447 +frame:8.55e+06 wall_t:5907 t:534375 epi:nan +opt_step:133568 lr:3.629e-05 clip_eps:0.1 entropy:0.5768 +2026-01-08 14:39:24 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3888.54 total_reward_ma:3793.11 loss:0.03408 fps:1448 +frame:8.56e+06 wall_t:5913 t:535000 epi:nan +opt_step:133728 lr:3.604e-05 clip_eps:0.1 entropy:0.5785 +2026-01-08 14:39:31 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3893.26 total_reward_ma:3795.85 loss:0.02578 fps:1448 +frame:8.57e+06 wall_t:5919 t:535625 epi:nan +opt_step:133888 lr:3.578e-05 clip_eps:0.1 entropy:0.5021 +2026-01-08 14:39:37 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3945.06 total_reward_ma:3798.74 loss:0.02635 fps:1448 +frame:8.58e+06 wall_t:5926 t:536250 epi:nan +opt_step:134048 lr:3.552e-05 clip_eps:0.1 entropy:0.551 +2026-01-08 14:39:43 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3968.81 total_reward_ma:3801.39 loss:0.00992 fps:1448 +frame:8.59e+06 wall_t:5932 t:536875 epi:nan +opt_step:134208 lr:3.527e-05 clip_eps:0.1 entropy:0.5734 +2026-01-08 14:39:50 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4008.11 total_reward_ma:3804.04 loss:0.04032 fps:1448 +frame:8.60e+06 wall_t:5939 t:537500 epi:nan +opt_step:134368 lr:3.501e-05 clip_eps:0.1 entropy:0.5082 +2026-01-08 14:39:56 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4037.60 total_reward_ma:3806.56 loss:0.01414 fps:1448 +frame:8.61e+06 wall_t:5945 t:538125 epi:nan +opt_step:134528 lr:3.476e-05 clip_eps:0.1 entropy:0.5501 +2026-01-08 14:40:03 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4062.67 total_reward_ma:3808.88 loss:0.06789 fps:1448 +frame:8.62e+06 wall_t:5952 t:538750 epi:nan +opt_step:134656 lr:3.455e-05 clip_eps:0.1 entropy:0.5677 +2026-01-08 14:40:09 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4083.11 total_reward_ma:3811.02 loss:0.007885 fps:1448 +frame:8.63e+06 wall_t:5958 t:539375 epi:nan +opt_step:134816 lr:3.429e-05 clip_eps:0.1 entropy:0.5759 +2026-01-08 14:40:15 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4113.65 total_reward_ma:3813.23 loss:0.02973 fps:1449 +frame:8.64e+06 wall_t:5964 t:540000 epi:nan +opt_step:134976 lr:3.404e-05 clip_eps:0.1 entropy:0.5335 +2026-01-08 14:40:22 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4101.83 total_reward_ma:3815.23 loss:0.0328 fps:1449 +frame:8.65e+06 wall_t:5970 t:540625 epi:nan +opt_step:135136 lr:3.378e-05 clip_eps:0.1 entropy:0.5549 +2026-01-08 14:40:28 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4217.00 total_reward_ma:3818.12 loss:0.0212 fps:1449 +frame:8.66e+06 wall_t:5977 t:541250 epi:nan +opt_step:135296 lr:3.353e-05 clip_eps:0.1 entropy:0.5996 +2026-01-08 14:40:35 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4212.64 total_reward_ma:3821.17 loss:0.05594 fps:1449 +frame:8.67e+06 wall_t:5984 t:541875 epi:nan +opt_step:135456 lr:3.327e-05 clip_eps:0.1 entropy:0.551 +2026-01-08 14:40:42 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4225.79 total_reward_ma:3824.08 loss:0.007109 fps:1449 +frame:8.68e+06 wall_t:5991 t:542500 epi:nan +opt_step:135616 lr:3.301e-05 clip_eps:0.1 entropy:0.5735 +2026-01-08 14:40:48 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4223.18 total_reward_ma:3826.97 loss:0.04511 fps:1449 +frame:8.69e+06 wall_t:5997 t:543125 epi:nan +opt_step:135776 lr:3.276e-05 clip_eps:0.1 entropy:0.5755 +2026-01-08 14:40:54 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4181.20 total_reward_ma:3829.68 loss:0.004188 fps:1449 +frame:8.70e+06 wall_t:6003 t:543750 epi:nan +opt_step:135936 lr:3.25e-05 clip_eps:0.1 entropy:0.598 +2026-01-08 14:40:59 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4248.16 total_reward_ma:3833.42 loss:0.01659 fps:1450 +frame:8.71e+06 wall_t:6008 t:544375 epi:nan +opt_step:136064 lr:3.23e-05 clip_eps:0.1 entropy:0.5554 +2026-01-08 14:41:06 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4255.19 total_reward_ma:3836.60 loss:0.03784 fps:1450 +frame:8.72e+06 wall_t:6015 t:545000 epi:nan +opt_step:136224 lr:3.204e-05 clip_eps:0.1 entropy:0.5507 +2026-01-08 14:41:12 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4237.43 total_reward_ma:3839.34 loss:0.01687 fps:1450 +frame:8.73e+06 wall_t:6021 t:545625 epi:nan +opt_step:136384 lr:3.179e-05 clip_eps:0.1 entropy:0.4914 +2026-01-08 14:41:18 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4223.06 total_reward_ma:3842.33 loss:0.02766 fps:1450 +frame:8.74e+06 wall_t:6027 t:546250 epi:nan +opt_step:136544 lr:3.153e-05 clip_eps:0.1 entropy:0.5487 +2026-01-08 14:41:24 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4220.98 total_reward_ma:3845.18 loss:0.03514 fps:1450 +frame:8.75e+06 wall_t:6033 t:546875 epi:nan +opt_step:136704 lr:3.127e-05 clip_eps:0.1 entropy:0.5738 +2026-01-08 14:41:31 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4299.09 total_reward_ma:3848.82 loss:0.03664 fps:1450 +frame:8.76e+06 wall_t:6040 t:547500 epi:nan +opt_step:136864 lr:3.102e-05 clip_eps:0.1 entropy:0.5054 +2026-01-08 14:41:37 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4267.43 total_reward_ma:3853.13 loss:0.02698 fps:1451 +frame:8.77e+06 wall_t:6046 t:548125 epi:nan +opt_step:137024 lr:3.076e-05 clip_eps:0.1 entropy:0.5249 +2026-01-08 14:41:43 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4270.44 total_reward_ma:3857.50 loss:0.03243 fps:1451 +frame:8.78e+06 wall_t:6052 t:548750 epi:nan +opt_step:137184 lr:3.051e-05 clip_eps:0.1 entropy:0.5298 +2026-01-08 14:41:49 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4300.51 total_reward_ma:3861.96 loss:0.01182 fps:1451 +frame:8.79e+06 wall_t:6058 t:549375 epi:nan +opt_step:137312 lr:3.03e-05 clip_eps:0.1 entropy:0.5386 +2026-01-08 14:41:56 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4229.43 total_reward_ma:3865.77 loss:0.07722 fps:1451 +frame:8.80e+06 wall_t:6064 t:550000 epi:nan +opt_step:137472 lr:3.004e-05 clip_eps:0.1 entropy:0.5144 +2026-01-08 14:42:02 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4171.82 total_reward_ma:3868.96 loss:0.02596 fps:1451 +frame:8.81e+06 wall_t:6071 t:550625 epi:nan +opt_step:137632 lr:2.979e-05 clip_eps:0.1 entropy:0.5891 +2026-01-08 14:42:08 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4159.15 total_reward_ma:3871.86 loss:0.04737 fps:1451 +frame:8.82e+06 wall_t:6077 t:551250 epi:nan +opt_step:137792 lr:2.953e-05 clip_eps:0.1 entropy:0.5458 +2026-01-08 14:42:15 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4147.71 total_reward_ma:3874.64 loss:0.0038 fps:1451 +frame:8.83e+06 wall_t:6084 t:551875 epi:nan +opt_step:137952 lr:2.928e-05 clip_eps:0.1 entropy:0.5774 +2026-01-08 14:42:22 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4087.29 total_reward_ma:3876.53 loss:0.0483 fps:1451 +frame:8.84e+06 wall_t:6091 t:552500 epi:nan +opt_step:138112 lr:2.902e-05 clip_eps:0.1 entropy:0.53 +2026-01-08 14:42:28 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4050.85 total_reward_ma:3878.01 loss:0.03505 fps:1452 +frame:8.85e+06 wall_t:6096 t:553125 epi:nan +opt_step:138272 lr:2.876e-05 clip_eps:0.1 entropy:0.541 +2026-01-08 14:42:33 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4075.04 total_reward_ma:3879.27 loss:0.03393 fps:1452 +frame:8.86e+06 wall_t:6102 t:553750 epi:nan +opt_step:138432 lr:2.851e-05 clip_eps:0.1 entropy:0.5187 +2026-01-08 14:42:40 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4046.58 total_reward_ma:3880.17 loss:0.02652 fps:1452 +frame:8.87e+06 wall_t:6109 t:554375 epi:nan +opt_step:138592 lr:2.825e-05 clip_eps:0.1 entropy:0.53 +2026-01-08 14:42:46 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3986.70 total_reward_ma:3881.39 loss:0.01488 fps:1452 +frame:8.88e+06 wall_t:6114 t:555000 epi:nan +opt_step:138720 lr:2.805e-05 clip_eps:0.1 entropy:0.5325 +2026-01-08 14:42:52 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3987.87 total_reward_ma:3882.78 loss:0.0287 fps:1452 +frame:8.89e+06 wall_t:6121 t:555625 epi:nan +opt_step:138880 lr:2.779e-05 clip_eps:0.1 entropy:0.5396 +2026-01-08 14:42:59 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3896.06 total_reward_ma:3883.03 loss:0.02095 fps:1452 +frame:8.90e+06 wall_t:6128 t:556250 epi:nan +opt_step:139040 lr:2.754e-05 clip_eps:0.1 entropy:0.5729 +2026-01-08 14:43:06 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3987.84 total_reward_ma:3883.59 loss:0.01899 fps:1453 +frame:8.91e+06 wall_t:6134 t:556875 epi:nan +opt_step:139200 lr:2.728e-05 clip_eps:0.1 entropy:0.5425 +2026-01-08 14:43:12 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3996.08 total_reward_ma:3884.54 loss:0.03733 fps:1453 +frame:8.92e+06 wall_t:6141 t:557500 epi:nan +opt_step:139360 lr:2.702e-05 clip_eps:0.1 entropy:0.514 +2026-01-08 14:43:19 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3934.31 total_reward_ma:3884.55 loss:0.0326 fps:1453 +frame:8.93e+06 wall_t:6148 t:558125 epi:nan +opt_step:139520 lr:2.677e-05 clip_eps:0.1 entropy:0.5209 +2026-01-08 14:43:25 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3958.67 total_reward_ma:3885.16 loss:0.01245 fps:1453 +frame:8.94e+06 wall_t:6154 t:558750 epi:nan +opt_step:139680 lr:2.651e-05 clip_eps:0.1 entropy:0.5149 +2026-01-08 14:43:31 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3887.88 total_reward_ma:3884.94 loss:0.003613 fps:1453 +frame:8.95e+06 wall_t:6160 t:559375 epi:nan +opt_step:139840 lr:2.626e-05 clip_eps:0.1 entropy:0.5398 +2026-01-08 14:43:37 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3897.99 total_reward_ma:3885.19 loss:0.04093 fps:1453 +frame:8.96e+06 wall_t:6166 t:560000 epi:nan +opt_step:140000 lr:2.6e-05 clip_eps:0.1 entropy:0.5121 +2026-01-08 14:43:43 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3873.26 total_reward_ma:3885.01 loss:0.05053 fps:1453 +frame:8.97e+06 wall_t:6172 t:560625 epi:nan +opt_step:140128 lr:2.58e-05 clip_eps:0.1 entropy:0.5607 +2026-01-08 14:43:49 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3893.79 total_reward_ma:3885.05 loss:0.02001 fps:1454 +frame:8.98e+06 wall_t:6178 t:561250 epi:nan +opt_step:140288 lr:2.554e-05 clip_eps:0.1 entropy:0.5569 +2026-01-08 14:43:55 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3824.65 total_reward_ma:3884.45 loss:0.03648 fps:1454 +frame:8.99e+06 wall_t:6184 t:561875 epi:nan +opt_step:140448 lr:2.528e-05 clip_eps:0.1 entropy:0.5871 +2026-01-08 14:44:02 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3873.77 total_reward_ma:3884.50 loss:0.02147 fps:1454 +frame:9.00e+06 wall_t:6190 t:562500 epi:nan +opt_step:140608 lr:2.503e-05 clip_eps:0.1 entropy:0.5995 +2026-01-08 14:44:08 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3877.23 total_reward_ma:3884.83 loss:0.03562 fps:1454 +frame:9.01e+06 wall_t:6197 t:563125 epi:nan +opt_step:140768 lr:2.477e-05 clip_eps:0.1 entropy:0.5048 +2026-01-08 14:44:14 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3872.41 total_reward_ma:3885.21 loss:0.02583 fps:1454 +frame:9.02e+06 wall_t:6203 t:563750 epi:nan +opt_step:140928 lr:2.452e-05 clip_eps:0.1 entropy:0.5902 +2026-01-08 14:44:20 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3892.56 total_reward_ma:3885.54 loss:0.02218 fps:1454 +frame:9.03e+06 wall_t:6209 t:564375 epi:nan +opt_step:141088 lr:2.426e-05 clip_eps:0.1 entropy:0.5982 +2026-01-08 14:44:27 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3830.93 total_reward_ma:3885.66 loss:0.02725 fps:1454 +frame:9.04e+06 wall_t:6216 t:565000 epi:nan +opt_step:141248 lr:2.4e-05 clip_eps:0.1 entropy:0.5833 +2026-01-08 14:44:32 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3852.02 total_reward_ma:3885.54 loss:0.04227 fps:1455 +frame:9.05e+06 wall_t:6221 t:565625 epi:nan +opt_step:141376 lr:2.38e-05 clip_eps:0.1 entropy:0.5432 +2026-01-08 14:44:38 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3880.77 total_reward_ma:3885.72 loss:0.04018 fps:1455 +frame:9.06e+06 wall_t:6227 t:566250 epi:nan +opt_step:141536 lr:2.354e-05 clip_eps:0.1 entropy:0.5666 +2026-01-08 14:44:44 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3872.41 total_reward_ma:3885.75 loss:0.03482 fps:1455 +frame:9.07e+06 wall_t:6233 t:566875 epi:nan +opt_step:141696 lr:2.329e-05 clip_eps:0.1 entropy:0.5579 +2026-01-08 14:44:50 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3883.50 total_reward_ma:3885.86 loss:0.04277 fps:1455 +frame:9.08e+06 wall_t:6239 t:567500 epi:nan +opt_step:141856 lr:2.303e-05 clip_eps:0.1 entropy:0.5497 +2026-01-08 14:44:57 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3885.55 total_reward_ma:3886.02 loss:0.01483 fps:1455 +frame:9.09e+06 wall_t:6246 t:568125 epi:nan +opt_step:142016 lr:2.277e-05 clip_eps:0.1 entropy:0.6166 +2026-01-08 14:45:03 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3914.60 total_reward_ma:3886.55 loss:0.03251 fps:1456 +frame:9.10e+06 wall_t:6252 t:568750 epi:nan +opt_step:142176 lr:2.252e-05 clip_eps:0.1 entropy:0.6427 +2026-01-08 14:45:09 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3977.93 total_reward_ma:3888.38 loss:0.06564 fps:1456 +frame:9.11e+06 wall_t:6258 t:569375 epi:nan +opt_step:142336 lr:2.226e-05 clip_eps:0.1 entropy:0.5351 +2026-01-08 14:45:16 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3988.67 total_reward_ma:3890.85 loss:0.0331 fps:1456 +frame:9.12e+06 wall_t:6265 t:570000 epi:nan +opt_step:142496 lr:2.201e-05 clip_eps:0.1 entropy:0.6324 +2026-01-08 14:45:23 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3967.83 total_reward_ma:3893.80 loss:0.02434 fps:1456 +frame:9.13e+06 wall_t:6272 t:570625 epi:nan +opt_step:142656 lr:2.175e-05 clip_eps:0.1 entropy:0.5241 +2026-01-08 14:45:28 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4013.61 total_reward_ma:3897.32 loss:0.0236 fps:1456 +frame:9.14e+06 wall_t:6277 t:571250 epi:nan +opt_step:142784 lr:2.155e-05 clip_eps:0.1 entropy:0.5315 +2026-01-08 14:45:34 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4049.19 total_reward_ma:3901.68 loss:0.01621 fps:1456 +frame:9.15e+06 wall_t:6283 t:571875 epi:nan +opt_step:142944 lr:2.129e-05 clip_eps:0.1 entropy:0.6045 +2026-01-08 14:45:41 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4000.60 total_reward_ma:3905.10 loss:0.02445 fps:1456 +frame:9.16e+06 wall_t:6290 t:572500 epi:nan +opt_step:143104 lr:2.103e-05 clip_eps:0.1 entropy:0.5766 +2026-01-08 14:45:47 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4014.29 total_reward_ma:3908.53 loss:0.0137 fps:1456 +frame:9.17e+06 wall_t:6296 t:573125 epi:nan +opt_step:143264 lr:2.078e-05 clip_eps:0.1 entropy:0.5811 +2026-01-08 14:45:53 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4042.57 total_reward_ma:3913.12 loss:0.05113 fps:1457 +frame:9.18e+06 wall_t:6302 t:573750 epi:nan +opt_step:143424 lr:2.052e-05 clip_eps:0.1 entropy:0.5598 +2026-01-08 14:46:00 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4032.36 total_reward_ma:3917.44 loss:0.03766 fps:1457 +frame:9.19e+06 wall_t:6309 t:574375 epi:nan +opt_step:143584 lr:2.027e-05 clip_eps:0.1 entropy:0.5422 +2026-01-08 14:46:07 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3938.73 total_reward_ma:3921.09 loss:0.03345 fps:1457 +frame:9.20e+06 wall_t:6316 t:575000 epi:nan +opt_step:143744 lr:2.001e-05 clip_eps:0.1 entropy:0.5758 +2026-01-08 14:46:14 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3998.09 total_reward_ma:3924.69 loss:0.0301 fps:1457 +frame:9.21e+06 wall_t:6323 t:575625 epi:nan +opt_step:143904 lr:1.975e-05 clip_eps:0.1 entropy:0.5831 +2026-01-08 14:46:20 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:3993.11 total_reward_ma:3927.73 loss:0.02361 fps:1457 +frame:9.22e+06 wall_t:6328 t:576250 epi:nan +opt_step:144032 lr:1.955e-05 clip_eps:0.1 entropy:0.6453 +2026-01-08 14:46:26 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4061.63 total_reward_ma:3931.19 loss:0.01337 fps:1457 +frame:9.23e+06 wall_t:6335 t:576875 epi:nan +opt_step:144192 lr:1.929e-05 clip_eps:0.1 entropy:0.5214 +2026-01-08 14:46:32 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4104.38 total_reward_ma:3934.88 loss:0.0216 fps:1457 +frame:9.24e+06 wall_t:6341 t:577500 epi:nan +opt_step:144352 lr:1.904e-05 clip_eps:0.1 entropy:0.6286 +2026-01-08 14:46:39 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4098.93 total_reward_ma:3938.64 loss:0.05495 fps:1457 +frame:9.25e+06 wall_t:6348 t:578125 epi:nan +opt_step:144512 lr:1.878e-05 clip_eps:0.1 entropy:0.5923 +2026-01-08 14:46:45 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4155.11 total_reward_ma:3943.03 loss:0.0339 fps:1457 +frame:9.26e+06 wall_t:6354 t:578750 epi:nan +opt_step:144672 lr:1.852e-05 clip_eps:0.1 entropy:0.6138 +2026-01-08 14:46:51 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4259.80 total_reward_ma:3948.71 loss:0.08707 fps:1458 +frame:9.27e+06 wall_t:6360 t:579375 epi:nan +opt_step:144832 lr:1.827e-05 clip_eps:0.1 entropy:0.5669 +2026-01-08 14:46:57 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4251.14 total_reward_ma:3954.27 loss:0.008182 fps:1458 +frame:9.28e+06 wall_t:6366 t:580000 epi:nan +opt_step:144992 lr:1.801e-05 clip_eps:0.1 entropy:0.6575 +2026-01-08 14:47:04 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4282.54 total_reward_ma:3960.37 loss:0.02294 fps:1458 +frame:9.29e+06 wall_t:6372 t:580625 epi:nan +opt_step:145152 lr:1.776e-05 clip_eps:0.1 entropy:0.5774 +2026-01-08 14:47:10 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4203.24 total_reward_ma:3965.58 loss:0.03877 fps:1458 +frame:9.30e+06 wall_t:6379 t:581250 epi:nan +opt_step:145312 lr:1.75e-05 clip_eps:0.1 entropy:0.6027 +2026-01-08 14:47:16 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4213.82 total_reward_ma:3970.33 loss:0.06583 fps:1458 +frame:9.31e+06 wall_t:6385 t:581875 epi:nan +opt_step:145440 lr:1.73e-05 clip_eps:0.1 entropy:0.5564 +2026-01-08 14:47:22 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4246.81 total_reward_ma:3976.03 loss:0.0464 fps:1458 +frame:9.32e+06 wall_t:6391 t:582500 epi:nan +opt_step:145600 lr:1.704e-05 clip_eps:0.1 entropy:0.5639 +2026-01-08 14:47:28 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4273.74 total_reward_ma:3982.74 loss:0.02583 fps:1458 +frame:9.33e+06 wall_t:6397 t:583125 epi:nan +opt_step:145760 lr:1.678e-05 clip_eps:0.1 entropy:0.575 +2026-01-08 14:47:35 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4263.88 total_reward_ma:3989.29 loss:0.01153 fps:1458 +frame:9.34e+06 wall_t:6404 t:583750 epi:nan +opt_step:145920 lr:1.653e-05 clip_eps:0.1 entropy:0.5996 +2026-01-08 14:47:42 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4220.67 total_reward_ma:3995.27 loss:0.06314 fps:1459 +frame:9.35e+06 wall_t:6410 t:584375 epi:nan +opt_step:146080 lr:1.627e-05 clip_eps:0.1 entropy:0.5725 +2026-01-08 14:47:48 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4220.57 total_reward_ma:4001.29 loss:0.03051 fps:1459 +frame:9.36e+06 wall_t:6417 t:585000 epi:nan +opt_step:146240 lr:1.602e-05 clip_eps:0.1 entropy:0.5537 +2026-01-08 14:47:54 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4121.14 total_reward_ma:4006.41 loss:0.01485 fps:1459 +frame:9.37e+06 wall_t:6423 t:585625 epi:nan +opt_step:146400 lr:1.576e-05 clip_eps:0.1 entropy:0.5575 +2026-01-08 14:48:00 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4228.08 total_reward_ma:4012.50 loss:0.02541 fps:1459 +frame:9.38e+06 wall_t:6429 t:586250 epi:nan +opt_step:146560 lr:1.55e-05 clip_eps:0.1 entropy:0.5897 +2026-01-08 14:48:06 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4225.67 total_reward_ma:4017.91 loss:0.04709 fps:1459 +frame:9.39e+06 wall_t:6435 t:586875 epi:nan +opt_step:146688 lr:1.53e-05 clip_eps:0.1 entropy:0.5475 +2026-01-08 14:48:12 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4229.90 total_reward_ma:4022.95 loss:0.007014 fps:1459 +frame:9.40e+06 wall_t:6441 t:587500 epi:nan +opt_step:146848 lr:1.504e-05 clip_eps:0.1 entropy:0.5889 +2026-01-08 14:48:18 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4273.63 total_reward_ma:4028.20 loss:0.02507 fps:1460 +frame:9.41e+06 wall_t:6447 t:588125 epi:nan +opt_step:147008 lr:1.479e-05 clip_eps:0.1 entropy:0.5928 +2026-01-08 14:48:24 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4238.21 total_reward_ma:4032.34 loss:0.01678 fps:1460 +frame:9.42e+06 wall_t:6453 t:588750 epi:nan +opt_step:147168 lr:1.453e-05 clip_eps:0.1 entropy:0.6234 +2026-01-08 14:48:31 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4257.12 total_reward_ma:4037.09 loss:0.04504 fps:1460 +frame:9.43e+06 wall_t:6460 t:589375 epi:nan +opt_step:147328 lr:1.428e-05 clip_eps:0.1 entropy:0.5758 +2026-01-08 14:48:37 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4268.99 total_reward_ma:4041.91 loss:0.0342 fps:1460 +frame:9.44e+06 wall_t:6466 t:590000 epi:nan +opt_step:147488 lr:1.402e-05 clip_eps:0.1 entropy:0.6295 +2026-01-08 14:48:43 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4300.17 total_reward_ma:4047.19 loss:0.004586 fps:1460 +frame:9.45e+06 wall_t:6472 t:590625 epi:nan +opt_step:147648 lr:1.376e-05 clip_eps:0.1 entropy:0.6249 +2026-01-08 14:48:50 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4260.62 total_reward_ma:4052.02 loss:0.064 fps:1460 +frame:9.46e+06 wall_t:6479 t:591250 epi:nan +opt_step:147808 lr:1.351e-05 clip_eps:0.1 entropy:0.6467 +2026-01-08 14:48:56 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4254.10 total_reward_ma:4056.94 loss:0.008569 fps:1460 +frame:9.47e+06 wall_t:6485 t:591875 epi:nan +opt_step:147968 lr:1.325e-05 clip_eps:0.1 entropy:0.6138 +2026-01-08 14:49:02 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4241.73 total_reward_ma:4062.20 loss:0.01631 fps:1460 +frame:9.48e+06 wall_t:6491 t:592500 epi:nan +opt_step:148096 lr:1.305e-05 clip_eps:0.1 entropy:0.6083 +2026-01-08 14:49:08 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4175.83 total_reward_ma:4066.65 loss:0.03329 fps:1461 +frame:9.49e+06 wall_t:6497 t:593125 epi:nan +opt_step:148256 lr:1.279e-05 clip_eps:0.1 entropy:0.6147 +2026-01-08 14:49:15 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4233.26 total_reward_ma:4072.18 loss:0.01716 fps:1461 +frame:9.50e+06 wall_t:6504 t:593750 epi:nan +opt_step:148416 lr:1.253e-05 clip_eps:0.1 entropy:0.6184 +2026-01-08 14:49:21 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4154.75 total_reward_ma:4076.34 loss:0.02337 fps:1461 +frame:9.51e+06 wall_t:6510 t:594375 epi:nan +opt_step:148576 lr:1.228e-05 clip_eps:0.1 entropy:0.6196 +2026-01-08 14:49:28 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4251.62 total_reward_ma:4081.33 loss:0.01717 fps:1461 +frame:9.52e+06 wall_t:6517 t:595000 epi:nan +opt_step:148736 lr:1.202e-05 clip_eps:0.1 entropy:0.615 +2026-01-08 14:49:34 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4262.34 total_reward_ma:4086.43 loss:0.01585 fps:1461 +frame:9.53e+06 wall_t:6523 t:595625 epi:nan +opt_step:148896 lr:1.177e-05 clip_eps:0.1 entropy:0.5704 +2026-01-08 14:49:40 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4256.29 total_reward_ma:4091.56 loss:0.06019 fps:1461 +frame:9.54e+06 wall_t:6529 t:596250 epi:nan +opt_step:149056 lr:1.151e-05 clip_eps:0.1 entropy:0.5576 +2026-01-08 14:49:46 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4249.89 total_reward_ma:4095.70 loss:0.04957 fps:1461 +frame:9.55e+06 wall_t:6535 t:596875 epi:nan +opt_step:149216 lr:1.125e-05 clip_eps:0.1 entropy:0.5994 +2026-01-08 14:49:52 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4178.69 total_reward_ma:4098.60 loss:0.02558 fps:1462 +frame:9.56e+06 wall_t:6541 t:597500 epi:nan +opt_step:149344 lr:1.105e-05 clip_eps:0.1 entropy:0.6101 +2026-01-08 14:49:59 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4159.58 total_reward_ma:4101.27 loss:0.01801 fps:1462 +frame:9.57e+06 wall_t:6548 t:598125 epi:nan +opt_step:149504 lr:1.079e-05 clip_eps:0.1 entropy:0.6084 +2026-01-08 14:50:06 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4185.37 total_reward_ma:4103.67 loss:0.06287 fps:1461 +frame:9.58e+06 wall_t:6555 t:598750 epi:nan +opt_step:149664 lr:1.054e-05 clip_eps:0.1 entropy:0.6018 +2026-01-08 14:50:12 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4154.09 total_reward_ma:4105.52 loss:0.04859 fps:1462 +frame:9.59e+06 wall_t:6561 t:599375 epi:nan +opt_step:149824 lr:1.028e-05 clip_eps:0.1 entropy:0.5835 +2026-01-08 14:50:18 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4161.19 total_reward_ma:4107.05 loss:0.009025 fps:1462 +frame:9.60e+06 wall_t:6567 t:600000 epi:nan +opt_step:149984 lr:1.003e-05 clip_eps:0.1 entropy:0.536 +2026-01-08 14:50:24 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4166.83 total_reward_ma:4108.34 loss:0.01925 fps:1462 +frame:9.61e+06 wall_t:6573 t:600625 epi:nan +opt_step:150144 lr:9.77e-06 clip_eps:0.1 entropy:0.5487 +2026-01-08 14:50:31 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4159.13 total_reward_ma:4109.31 loss:0.04483 fps:1462 +frame:9.62e+06 wall_t:6580 t:601250 epi:nan +opt_step:150304 lr:9.514e-06 clip_eps:0.1 entropy:0.5599 +2026-01-08 14:50:37 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4175.55 total_reward_ma:4110.23 loss:0.06544 fps:1462 +frame:9.63e+06 wall_t:6586 t:601875 epi:nan +opt_step:150464 lr:9.258e-06 clip_eps:0.1 entropy:0.5538 +2026-01-08 14:50:44 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4219.75 total_reward_ma:4111.29 loss:0.05281 fps:1462 +frame:9.64e+06 wall_t:6593 t:602500 epi:nan +opt_step:150624 lr:9.002e-06 clip_eps:0.1 entropy:0.5883 +2026-01-08 14:50:50 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4281.38 total_reward_ma:4113.09 loss:0.02309 fps:1462 +frame:9.65e+06 wall_t:6599 t:603125 epi:nan +opt_step:150752 lr:8.797e-06 clip_eps:0.1 entropy:0.5401 +2026-01-08 14:50:57 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4279.28 total_reward_ma:4113.71 loss:0.02268 fps:1463 +frame:9.66e+06 wall_t:6605 t:603750 epi:nan +opt_step:150912 lr:8.541e-06 clip_eps:0.1 entropy:0.5802 +2026-01-08 14:51:03 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4279.71 total_reward_ma:4114.38 loss:0.0131 fps:1462 +frame:9.67e+06 wall_t:6612 t:604375 epi:nan +opt_step:151072 lr:8.285e-06 clip_eps:0.1 entropy:0.5889 +2026-01-08 14:51:10 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4279.27 total_reward_ma:4114.92 loss:0.03233 fps:1462 +frame:9.68e+06 wall_t:6619 t:605000 epi:nan +opt_step:151232 lr:8.029e-06 clip_eps:0.1 entropy:0.5809 +2026-01-08 14:51:16 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4299.43 total_reward_ma:4115.68 loss:0.0309 fps:1463 +frame:9.69e+06 wall_t:6625 t:605625 epi:nan +opt_step:151392 lr:7.773e-06 clip_eps:0.1 entropy:0.6491 +2026-01-08 14:51:23 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4336.34 total_reward_ma:4117.23 loss:0.04505 fps:1463 +frame:9.70e+06 wall_t:6632 t:606250 epi:nan +opt_step:151552 lr:7.517e-06 clip_eps:0.1 entropy:0.5474 +2026-01-08 14:51:29 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4336.34 total_reward_ma:4118.11 loss:0.02256 fps:1463 +frame:9.71e+06 wall_t:6638 t:606875 epi:nan +opt_step:151712 lr:7.261e-06 clip_eps:0.1 entropy:0.5619 +2026-01-08 14:51:35 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4330.60 total_reward_ma:4118.87 loss:0.02739 fps:1463 +frame:9.72e+06 wall_t:6644 t:607500 epi:nan +opt_step:151872 lr:7.005e-06 clip_eps:0.1 entropy:0.5456 +2026-01-08 14:51:41 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4347.47 total_reward_ma:4119.97 loss:0.05992 fps:1463 +frame:9.73e+06 wall_t:6650 t:608125 epi:nan +opt_step:152000 lr:6.8e-06 clip_eps:0.1 entropy:0.6029 +2026-01-08 14:51:48 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4342.16 total_reward_ma:4121.16 loss:0.02714 fps:1463 +frame:9.74e+06 wall_t:6657 t:608750 epi:nan +opt_step:152160 lr:6.544e-06 clip_eps:0.1 entropy:0.6139 +2026-01-08 14:51:54 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4340.16 total_reward_ma:4122.35 loss:0.01094 fps:1463 +frame:9.75e+06 wall_t:6663 t:609375 epi:nan +opt_step:152320 lr:6.288e-06 clip_eps:0.1 entropy:0.5821 +2026-01-08 14:52:00 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4317.77 total_reward_ma:4122.54 loss:0.05549 fps:1463 +frame:9.76e+06 wall_t:6669 t:610000 epi:nan +opt_step:152480 lr:6.032e-06 clip_eps:0.1 entropy:0.5319 +2026-01-08 14:52:06 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4295.19 total_reward_ma:4122.82 loss:0.05782 fps:1464 +frame:9.77e+06 wall_t:6675 t:610625 epi:nan +opt_step:152640 lr:5.776e-06 clip_eps:0.1 entropy:0.5507 +2026-01-08 14:52:12 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4300.55 total_reward_ma:4123.12 loss:0.04138 fps:1464 +frame:9.78e+06 wall_t:6681 t:611250 epi:nan +opt_step:152800 lr:5.52e-06 clip_eps:0.1 entropy:0.5314 +2026-01-08 14:52:18 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4300.83 total_reward_ma:4123.12 loss:0.03535 fps:1464 +frame:9.79e+06 wall_t:6687 t:611875 epi:nan +opt_step:152960 lr:5.264e-06 clip_eps:0.1 entropy:0.602 +2026-01-08 14:52:25 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4300.83 total_reward_ma:4123.83 loss:0.04778 fps:1464 +frame:9.80e+06 wall_t:6694 t:612500 epi:nan +opt_step:153120 lr:5.008e-06 clip_eps:0.1 entropy:0.594 +2026-01-08 14:52:31 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4304.92 total_reward_ma:4125.16 loss:0.03533 fps:1464 +frame:9.81e+06 wall_t:6700 t:613125 epi:nan +opt_step:153280 lr:4.752e-06 clip_eps:0.1 entropy:0.5961 +2026-01-08 14:52:37 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4225.06 total_reward_ma:4125.82 loss:0.01434 fps:1464 +frame:9.82e+06 wall_t:6706 t:613750 epi:nan +opt_step:153408 lr:4.547e-06 clip_eps:0.1 entropy:0.5342 +2026-01-08 14:52:44 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4212.66 total_reward_ma:4126.47 loss:0.04639 fps:1464 +frame:9.83e+06 wall_t:6713 t:614375 epi:nan +opt_step:153568 lr:4.291e-06 clip_eps:0.1 entropy:0.5589 +2026-01-08 14:52:51 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4164.35 total_reward_ma:4127.24 loss:0.01863 fps:1464 +frame:9.84e+06 wall_t:6720 t:615000 epi:nan +opt_step:153728 lr:4.035e-06 clip_eps:0.1 entropy:0.6294 +2026-01-08 14:52:58 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4233.39 total_reward_ma:4129.07 loss:0.03223 fps:1464 +frame:9.85e+06 wall_t:6727 t:615625 epi:nan +opt_step:153888 lr:3.779e-06 clip_eps:0.1 entropy:0.5699 +2026-01-08 14:53:04 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4295.22 total_reward_ma:4131.27 loss:0.03366 fps:1464 +frame:9.86e+06 wall_t:6733 t:616250 epi:nan +opt_step:154048 lr:3.523e-06 clip_eps:0.1 entropy:0.5749 +2026-01-08 14:53:10 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4340.62 total_reward_ma:4134.21 loss:0.03169 fps:1465 +frame:9.87e+06 wall_t:6739 t:616875 epi:nan +opt_step:154208 lr:3.267e-06 clip_eps:0.1 entropy:0.5996 +2026-01-08 14:53:17 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4320.04 total_reward_ma:4137.54 loss:0.04291 fps:1465 +frame:9.88e+06 wall_t:6746 t:617500 epi:nan +opt_step:154368 lr:3.011e-06 clip_eps:0.1 entropy:0.5704 +2026-01-08 14:53:23 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4307.72 total_reward_ma:4140.74 loss:0.04485 fps:1465 +frame:9.89e+06 wall_t:6752 t:618125 epi:nan +opt_step:154528 lr:2.755e-06 clip_eps:0.1 entropy:0.5562 +2026-01-08 14:53:28 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4366.57 total_reward_ma:4145.45 loss:0.03569 fps:1465 +frame:9.90e+06 wall_t:6757 t:618750 epi:nan +opt_step:154656 lr:2.55e-06 clip_eps:0.1 entropy:0.6035 +2026-01-08 14:53:34 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4366.57 total_reward_ma:4149.24 loss:0.04159 fps:1465 +frame:9.91e+06 wall_t:6763 t:619375 epi:nan +opt_step:154816 lr:2.294e-06 clip_eps:0.1 entropy:0.596 +2026-01-08 14:53:40 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4367.46 total_reward_ma:4152.95 loss:0.03257 fps:1466 +frame:9.92e+06 wall_t:6769 t:620000 epi:nan +opt_step:154976 lr:2.038e-06 clip_eps:0.1 entropy:0.5944 +2026-01-08 14:53:46 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4334.87 total_reward_ma:4156.96 loss:0.06908 fps:1466 +frame:9.93e+06 wall_t:6775 t:620625 epi:nan +opt_step:155136 lr:1.782e-06 clip_eps:0.1 entropy:0.6262 +2026-01-08 14:53:52 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4248.90 total_reward_ma:4159.86 loss:0.02778 fps:1466 +frame:9.94e+06 wall_t:6781 t:621250 epi:nan +opt_step:155296 lr:1.526e-06 clip_eps:0.1 entropy:0.5429 +2026-01-08 14:53:58 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4225.73 total_reward_ma:4163.24 loss:0.05367 fps:1466 +frame:9.95e+06 wall_t:6787 t:621875 epi:nan +opt_step:155456 lr:1.27e-06 clip_eps:0.1 entropy:0.5919 +2026-01-08 14:54:05 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4242.65 total_reward_ma:4166.68 loss:0.02785 fps:1466 +frame:9.96e+06 wall_t:6794 t:622500 epi:nan +opt_step:155616 lr:1.014e-06 clip_eps:0.1 entropy:0.541 +2026-01-08 14:54:11 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4269.21 total_reward_ma:4170.64 loss:0.06393 fps:1466 +frame:9.97e+06 wall_t:6800 t:623125 epi:nan +opt_step:155776 lr:7.584e-07 clip_eps:0.1 entropy:0.617 +2026-01-08 14:54:17 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4262.58 total_reward_ma:4174.33 loss:0.03069 fps:1466 +frame:9.98e+06 wall_t:6806 t:623750 epi:nan +opt_step:155936 lr:5.024e-07 clip_eps:0.1 entropy:0.6097 +2026-01-08 14:54:23 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4269.42 total_reward_ma:4178.78 loss:0.0171 fps:1467 +frame:9.99e+06 wall_t:6812 t:624375 epi:nan +opt_step:156064 lr:2.976e-07 clip_eps:0.1 entropy:0.5706 +2026-01-08 14:54:28 | INFO | PID:1650 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam85_assault_t0_s3 [train] +total_reward:4250.82 total_reward_ma:4182.55 loss:0.05083 fps:1467 +frame:1.00e+07 wall_t:6817 t:625000 epi:nan +opt_step:156224 lr:4.16e-08 clip_eps:0.1 entropy:0.5595 +2026-01-08 14:54:29 | INFO | PID:1650 | slm_lab.lib.logger:info | Session 3 done diff --git a/data/ppo_atari_lam85_assault_2026_01_08_130044/model/ppo_atari_lam85_assault_t0_s0_ckpt-best_net_model.pt b/data/ppo_atari_lam85_assault_2026_01_08_130044/model/ppo_atari_lam85_assault_t0_s0_ckpt-best_net_model.pt new file mode 100644 index 0000000000000000000000000000000000000000..1253acca77b67eefb2a587ca21975caba3e0cc79 --- 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