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0.793458104133606 +} \ No newline at end of file diff --git a/data/ppo_atari_lam70_assault_2026_01_08_105154/log/ppo_atari_lam70_assault_t0.log b/data/ppo_atari_lam70_assault_2026_01_08_105154/log/ppo_atari_lam70_assault_t0.log new file mode 100644 index 0000000000000000000000000000000000000000..e11a0b58eb692869727e9cde14be162e1d8a543a --- /dev/null +++ b/data/ppo_atari_lam70_assault_2026_01_08_105154/log/ppo_atari_lam70_assault_t0.log @@ -0,0 +1,5 @@ +2026-01-08 11:59:50 | INFO | PID:1169 | slm_lab.lib.logger:info | trial_metrics: frame:1.00e+07 | total_reward_ma:3314.49 | strength:1710 | max_strength:3398 | final_strength:3123 | sample_efficiency:2.39e-07 | training_efficiency:1.529e-05 | stability:0.9952 | consistency:0.7935 +2026-01-08 11:59:50 | INFO | PID:1169 | slm_lab.lib.logger:info | Trial 0 done +2026-01-08 11:59:50 | INFO | PID:1169 | slm_lab.cli.main:run_spec | Output: data/ppo_atari_lam70_assault_2026_01_08_105154 +2026-01-08 11:59:50 | INFO | PID:1169 | slm_lab.lib.hf:cleanup_models | Cleanup saved 103.1 MB +2026-01-08 11:59:50 | INFO | PID:1169 | slm_lab.lib.hf:upload | Uploading data/ppo_atari_lam70_assault_2026_01_08_105154 to SLM-Lab/benchmark-dev/data/ppo_atari_lam70_assault_2026_01_08_105154... diff --git a/data/ppo_atari_lam70_assault_2026_01_08_105154/log/ppo_atari_lam70_assault_t0_s0.log b/data/ppo_atari_lam70_assault_2026_01_08_105154/log/ppo_atari_lam70_assault_t0_s0.log new file mode 100644 index 0000000000000000000000000000000000000000..c831f9418818b94bce0f84d57d7ae7fe932a954b --- /dev/null +++ b/data/ppo_atari_lam70_assault_2026_01_08_105154/log/ppo_atari_lam70_assault_t0_s0.log @@ -0,0 +1,1382 @@ +2026-01-08 10:51:56 | INFO | PID:1220 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-08 10:53:14 | INFO | PID:1220 | slm_lab.lib.perf:log_perf_setup | Performance setup: +Platform: GPU NVIDIA GeForce RTX 3080 (compute 8.6) +• GPU cuDNN benchmark: enabled +• GPU memory management: enabled +• GPU TF32 acceleration: enabled +2026-01-08 10:53:14 | INFO | PID:1220 | slm_lab.lib.logger:info | PPO: +algorithm_spec: + name: PPO + action_pdtype: default + action_policy: default + explore_var_spec: null + gamma: 0.99 + lam: 0.7 + clip_eps_spec: + name: no_decay + start_val: 0.1 + end_val: 0.1 + start_step: 0 + end_step: 0 + entropy_coef_spec: + name: no_decay + start_val: 0.01 + end_val: 0.01 + start_step: 0 + end_step: 0 + val_loss_coef: 0.5 + time_horizon: 128 + minibatch_size: 256 + training_epoch: 4 + clip_vloss: true +name: PPO +memory_spec: + name: OnPolicyBatchReplay +action_pdtype: default +entropy_coef_spec: + name: no_decay + start_val: 0.01 + end_val: 0.01 + start_step: 0 + end_step: 0 +minibatch_size: 256 +val_loss_coef: 0.5 +normalize_v_targets: False +symlog_transform: False +clip_vloss: True +gamma: 0.99 +lam: 0.7 +clip_eps_spec: + name: no_decay + start_val: 0.1 + end_val: 0.1 + start_step: 0 + end_step: 0 +time_horizon: 128 +training_epoch: 4 +to_train: 0 +training_frequency: 128 +clip_eps: 0.1 +shared: True +net: (device:cuda:0) ConvNet( + (conv_model): Sequential( + (0): Conv2d(4, 32, kernel_size=(8, 8), stride=(4, 4)) + (1): ReLU() + (2): Conv2d(32, 64, kernel_size=(4, 4), stride=(2, 2)) + (3): ReLU() + (4): Conv2d(64, 64, kernel_size=(3, 3), stride=(1, 1)) + (5): ReLU() + ) + (fc_model): Sequential( + (0): Linear(in_features=3136, out_features=512, bias=True) + (1): ReLU() + ) + (tails): ModuleList( + (0): Sequential( + (0): Linear(in_features=512, out_features=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 10:53:19 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:262.50 total_reward_ma:262.50 loss:-0.02725 fps:122 +frame:1.00e+04 wall_t:82 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:1.924 +2026-01-08 10:53:23 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:280.27 total_reward_ma:271.38 loss:-0.02442 fps:232.6 +frame:2.00e+04 wall_t:86 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:1.904 +2026-01-08 10:53:27 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:282.80 total_reward_ma:275.19 loss:-0.02893 fps:333.3 +frame:3.00e+04 wall_t:90 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:1.896 +2026-01-08 10:53:33 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:287.33 total_reward_ma:278.23 loss:-0.03058 fps:421.1 +frame:4.00e+04 wall_t:95 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:1.874 +2026-01-08 10:53:37 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:286.06 total_reward_ma:279.79 loss:-0.03416 fps:500 +frame:5.00e+04 wall_t:100 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:1.834 +2026-01-08 10:53:42 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:285.60 total_reward_ma:280.76 loss:-0.02585 fps:571.4 +frame:6.00e+04 wall_t:105 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:1.798 +2026-01-08 10:53:47 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:291.27 total_reward_ma:282.26 loss:-0.02747 fps:642.2 +frame:7.00e+04 wall_t:109 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:1.752 +2026-01-08 10:53:51 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:298.20 total_reward_ma:284.25 loss:-0.02724 fps:701.8 +frame:8.00e+04 wall_t:114 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:1.686 +2026-01-08 10:53:55 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:300.93 total_reward_ma:286.11 loss:-0.02824 fps:762.7 +frame:9.00e+04 wall_t:118 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:1.653 +2026-01-08 10:54:00 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:305.55 total_reward_ma:288.05 loss:-0.02809 fps:813 +frame:1.00e+05 wall_t:123 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:1.613 +2026-01-08 10:54:04 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:323.19 total_reward_ma:291.25 loss:-0.024 fps:866.1 +frame:1.10e+05 wall_t:127 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:1.595 +2026-01-08 10:54:10 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:329.49 total_reward_ma:294.43 loss:-0.02248 fps:909.1 +frame:1.20e+05 wall_t:132 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:1.565 +2026-01-08 10:54:14 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:338.31 total_reward_ma:297.81 loss:-0.02348 fps:948.9 +frame:1.30e+05 wall_t:137 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:1.543 +2026-01-08 10:54:19 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:354.48 total_reward_ma:301.86 loss:-0.02524 fps:985.9 +frame:1.40e+05 wall_t:142 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:1.542 +2026-01-08 10:54:23 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:363.72 total_reward_ma:305.98 loss:-0.02597 fps:1027 +frame:1.50e+05 wall_t:146 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:1.53 +2026-01-08 10:54:28 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:370.23 total_reward_ma:310.00 loss:-0.02515 fps:1060 +frame:1.60e+05 wall_t:151 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:1.527 +2026-01-08 10:54:32 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:363.51 total_reward_ma:313.14 loss:-0.02216 fps:1097 +frame:1.70e+05 wall_t:155 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:1.479 +2026-01-08 10:54:37 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:360.36 total_reward_ma:315.77 loss:-0.02007 fps:1125 +frame:1.80e+05 wall_t:160 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:1.485 +2026-01-08 10:54:42 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:351.33 total_reward_ma:317.64 loss:-0.02061 fps:1152 +frame:1.90e+05 wall_t:165 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:1.458 +2026-01-08 10:54:46 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:341.88 total_reward_ma:318.85 loss:-0.02495 fps:1183 +frame:2.00e+05 wall_t:169 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:1.363 +2026-01-08 10:54:50 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:351.33 total_reward_ma:320.40 loss:-0.02056 fps:1214 +frame:2.10e+05 wall_t:173 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:1.359 +2026-01-08 10:54:55 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:353.85 total_reward_ma:321.92 loss:-0.02206 fps:1243 +frame:2.20e+05 wall_t:177 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:1.377 +2026-01-08 10:54:59 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:364.98 total_reward_ma:323.79 loss:-0.0232 fps:1264 +frame:2.30e+05 wall_t:182 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:1.376 +2026-01-08 10:55:03 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:370.65 total_reward_ma:325.74 loss:-0.01855 fps:1290 +frame:2.40e+05 wall_t:186 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:1.432 +2026-01-08 10:55:08 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:380.94 total_reward_ma:327.95 loss:-0.02482 fps:1309 +frame:2.50e+05 wall_t:191 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:1.395 +2026-01-08 10:55:12 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:382.83 total_reward_ma:330.06 loss:-0.02293 fps:1333 +frame:2.60e+05 wall_t:195 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:1.398 +2026-01-08 10:55:17 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:391.65 total_reward_ma:332.34 loss:-0.01512 fps:1350 +frame:2.70e+05 wall_t:200 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:1.341 +2026-01-08 10:55:22 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:397.11 total_reward_ma:334.66 loss:-0.02638 fps:1373 +frame:2.80e+05 wall_t:204 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:1.296 +2026-01-08 10:55:26 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:400.47 total_reward_ma:336.92 loss:-0.01816 fps:1388 +frame:2.90e+05 wall_t:209 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:1.305 +2026-01-08 10:55:30 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:409.92 total_reward_ma:339.36 loss:-0.02377 fps:1408 +frame:3.00e+05 wall_t:213 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:1.28 +2026-01-08 10:55:34 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:425.67 total_reward_ma:342.14 loss:-0.01635 fps:1429 +frame:3.10e+05 wall_t:217 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:1.17 +2026-01-08 10:55:38 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:450.13 total_reward_ma:345.52 loss:-0.01528 fps:1448 +frame:3.20e+05 wall_t:221 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:1.288 +2026-01-08 10:55:43 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:456.95 total_reward_ma:348.89 loss:-0.01559 fps:1460 +frame:3.30e+05 wall_t:226 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:1.244 +2026-01-08 10:55:48 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:466.40 total_reward_ma:352.35 loss:-0.01638 fps:1472 +frame:3.40e+05 wall_t:231 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:1.073 +2026-01-08 10:55:52 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:489.90 total_reward_ma:356.28 loss:-0.01474 fps:1489 +frame:3.50e+05 wall_t:235 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:1.063 +2026-01-08 10:55:56 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:516.57 total_reward_ma:360.73 loss:-0.01133 fps:1506 +frame:3.60e+05 wall_t:239 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:0.9975 +2026-01-08 10:56:01 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:527.17 total_reward_ma:365.23 loss:-0.01055 fps:1516 +frame:3.70e+05 wall_t:244 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:0.9738 +2026-01-08 10:56:05 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:542.39 total_reward_ma:369.89 loss:-0.0153 fps:1532 +frame:3.80e+05 wall_t:248 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:0.9751 +2026-01-08 10:56:10 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:558.66 total_reward_ma:374.73 loss:-0.01613 fps:1548 +frame:3.90e+05 wall_t:252 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:0.9339 +2026-01-08 10:56:14 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:569.58 total_reward_ma:379.60 loss:-0.01293 fps:1556 +frame:4.00e+05 wall_t:257 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:0.9619 +2026-01-08 10:56:18 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:580.18 total_reward_ma:384.50 loss:-0.0173 fps:1571 +frame:4.10e+05 wall_t:261 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:0.8852 +2026-01-08 10:56:23 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:589.85 total_reward_ma:389.39 loss:-0.007851 fps:1585 +frame:4.20e+05 wall_t:265 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:0.9155 +2026-01-08 10:56:27 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:608.23 total_reward_ma:394.47 loss:-0.01249 fps:1599 +frame:4.30e+05 wall_t:269 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:0.9315 +2026-01-08 10:56:31 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:618.20 total_reward_ma:399.56 loss:-0.01376 fps:1606 +frame:4.40e+05 wall_t:274 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:0.8582 +2026-01-08 10:56:35 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:630.68 total_reward_ma:404.70 loss:-0.008658 fps:1619 +frame:4.50e+05 wall_t:278 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:0.9058 +2026-01-08 10:56:40 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:643.15 total_reward_ma:409.88 loss:-0.008152 fps:1625 +frame:4.60e+05 wall_t:283 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:0.9449 +2026-01-08 10:56:44 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:658.67 total_reward_ma:415.17 loss:-0.003018 fps:1638 +frame:4.70e+05 wall_t:287 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:0.8845 +2026-01-08 10:56:49 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:673.16 total_reward_ma:420.55 loss:-0.005293 fps:1644 +frame:4.80e+05 wall_t:292 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:0.8881 +2026-01-08 10:56:53 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:682.83 total_reward_ma:425.90 loss:-0.01009 fps:1655 +frame:4.90e+05 wall_t:296 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:0.8754 +2026-01-08 10:56:58 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:706.56 total_reward_ma:431.51 loss:-0.00484 fps:1661 +frame:5.00e+05 wall_t:301 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:0.8753 +2026-01-08 10:57:02 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:722.83 total_reward_ma:437.23 loss:0.0048 fps:1672 +frame:5.10e+05 wall_t:305 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:0.8425 +2026-01-08 10:57:06 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:729.33 total_reward_ma:442.84 loss:0.004136 fps:1683 +frame:5.20e+05 wall_t:309 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:0.9068 +2026-01-08 10:57:11 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:743.71 total_reward_ma:448.52 loss:-0.006866 fps:1693 +frame:5.30e+05 wall_t:313 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:0.7928 +2026-01-08 10:57:15 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:757.36 total_reward_ma:454.24 loss:-0.006659 fps:1698 +frame:5.40e+05 wall_t:318 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:0.7123 +2026-01-08 10:57:20 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:771.45 total_reward_ma:460.01 loss:-0.001234 fps:1708 +frame:5.50e+05 wall_t:322 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:0.8366 +2026-01-08 10:57:25 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:782.37 total_reward_ma:465.76 loss:-0.01014 fps:1713 +frame:5.60e+05 wall_t:327 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:0.7808 +2026-01-08 10:57:29 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:790.87 total_reward_ma:471.47 loss:-0.001032 fps:1717 +frame:5.70e+05 wall_t:332 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:0.7338 +2026-01-08 10:57:34 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:803.05 total_reward_ma:477.18 loss:-8.632e-05 fps:1726 +frame:5.80e+05 wall_t:336 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:0.8031 +2026-01-08 10:57:38 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:816.49 total_reward_ma:482.93 loss:0.003733 fps:1730 +frame:5.90e+05 wall_t:341 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:0.7317 +2026-01-08 10:57:42 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:830.55 total_reward_ma:488.73 loss:-0.005908 fps:1739 +frame:6.00e+05 wall_t:345 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:0.7514 +2026-01-08 10:57:46 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:822.79 total_reward_ma:494.20 loss:-0.005235 fps:1748 +frame:6.10e+05 wall_t:349 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:0.7407 +2026-01-08 10:57:51 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:842.42 total_reward_ma:499.82 loss:0.002036 fps:1756 +frame:6.20e+05 wall_t:353 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:0.8061 +2026-01-08 10:57:55 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:843.68 total_reward_ma:505.28 loss:0.004861 fps:1760 +frame:6.30e+05 wall_t:358 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:0.7687 +2026-01-08 10:58:00 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:836.65 total_reward_ma:510.46 loss:-0.004682 fps:1768 +frame:6.40e+05 wall_t:362 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:0.7491 +2026-01-08 10:58:04 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:827.42 total_reward_ma:515.33 loss:-0.003328 fps:1771 +frame:6.50e+05 wall_t:367 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:0.8167 +2026-01-08 10:58:08 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:848.53 total_reward_ma:520.38 loss:-0.0103 fps:1779 +frame:6.60e+05 wall_t:371 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:0.7223 +2026-01-08 10:58:13 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:864.71 total_reward_ma:525.52 loss:-0.003555 fps:1787 +frame:6.70e+05 wall_t:375 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:0.7434 +2026-01-08 10:58:17 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:875.74 total_reward_ma:530.67 loss:-0.0001203 fps:1789 +frame:6.80e+05 wall_t:380 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:0.8054 +2026-01-08 10:58:21 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:875.64 total_reward_ma:535.67 loss:-0.005254 fps:1797 +frame:6.90e+05 wall_t:384 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:0.7148 +2026-01-08 10:58:26 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:879.84 total_reward_ma:540.59 loss:-3.499e-05 fps:1804 +frame:7.00e+05 wall_t:388 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:0.8077 +2026-01-08 10:58:30 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:908.52 total_reward_ma:545.77 loss:0.01532 fps:1807 +frame:7.10e+05 wall_t:393 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:0.7838 +2026-01-08 10:58:34 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:909.04 total_reward_ma:550.81 loss:0.003543 fps:1814 +frame:7.20e+05 wall_t:397 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:0.7877 +2026-01-08 10:58:39 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:920.17 total_reward_ma:555.87 loss:-0.009704 fps:1816 +frame:7.30e+05 wall_t:402 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:0.7164 +2026-01-08 10:58:43 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:926.69 total_reward_ma:560.89 loss:-0.001238 fps:1823 +frame:7.40e+05 wall_t:406 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:0.7397 +2026-01-08 10:58:47 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:915.88 total_reward_ma:565.62 loss:0.00407 fps:1829 +frame:7.50e+05 wall_t:410 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:0.7448 +2026-01-08 10:58:52 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:930.37 total_reward_ma:570.42 loss:0.006423 fps:1831 +frame:7.60e+05 wall_t:415 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:0.7475 +2026-01-08 10:58:56 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:922.39 total_reward_ma:574.99 loss:0.00308 fps:1842 +frame:7.70e+05 wall_t:418 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:0.7672 +2026-01-08 10:59:00 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:921.03 total_reward_ma:579.43 loss:0.002411 fps:1844 +frame:7.80e+05 wall_t:423 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:0.7807 +2026-01-08 10:59:05 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:920.50 total_reward_ma:583.74 loss:0.00827 fps:1850 +frame:7.90e+05 wall_t:427 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:0.7529 +2026-01-08 10:59:09 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:923.87 total_reward_ma:587.99 loss:-0.004371 fps:1852 +frame:8.00e+05 wall_t:432 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:0.8013 +2026-01-08 10:59:14 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:934.79 total_reward_ma:592.28 loss:0.003551 fps:1854 +frame:8.10e+05 wall_t:437 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:0.8346 +2026-01-08 10:59:18 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:938.05 total_reward_ma:596.49 loss:0.00172 fps:1859 +frame:8.20e+05 wall_t:441 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:0.7882 +2026-01-08 10:59:23 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:945.09 total_reward_ma:600.69 loss:-0.003113 fps:1865 +frame:8.30e+05 wall_t:445 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:0.7564 +2026-01-08 10:59:27 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:943.10 total_reward_ma:604.77 loss:-0.001078 fps:1867 +frame:8.40e+05 wall_t:450 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:0.8252 +2026-01-08 10:59:32 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:944.78 total_reward_ma:608.77 loss:0.004222 fps:1872 +frame:8.50e+05 wall_t:454 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:0.802 +2026-01-08 10:59:36 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:929.24 total_reward_ma:612.50 loss:-0.007438 fps:1874 +frame:8.60e+05 wall_t:459 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:0.8577 +2026-01-08 10:59:40 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:918.11 total_reward_ma:616.01 loss:0.000352 fps:1879 +frame:8.70e+05 wall_t:463 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:0.7837 +2026-01-08 10:59:45 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:913.81 total_reward_ma:619.39 loss:0.000731 fps:1884 +frame:8.80e+05 wall_t:467 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:0.8339 +2026-01-08 10:59:49 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:909.19 total_reward_ma:622.65 loss:-0.003652 fps:1886 +frame:8.90e+05 wall_t:472 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:0.8364 +2026-01-08 10:59:54 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:917.80 total_reward_ma:625.93 loss:-0.004186 fps:1887 +frame:9.00e+05 wall_t:477 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:0.8524 +2026-01-08 10:59:59 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:920.53 total_reward_ma:629.17 loss:-0.002543 fps:1892 +frame:9.10e+05 wall_t:481 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:0.913 +2026-01-08 11:00:03 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:897.64 total_reward_ma:632.08 loss:-0.01024 fps:1893 +frame:9.20e+05 wall_t:486 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:0.8768 +2026-01-08 11:00:08 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:922.00 total_reward_ma:635.20 loss:0.004429 fps:1894 +frame:9.30e+05 wall_t:491 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:0.8262 +2026-01-08 11:00:12 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:947.62 total_reward_ma:638.52 loss:0.008387 fps:1899 +frame:9.40e+05 wall_t:495 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:0.7987 +2026-01-08 11:00:17 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:949.51 total_reward_ma:641.80 loss:-0.003174 fps:1900 +frame:9.50e+05 wall_t:500 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:0.8426 +2026-01-08 11:00:21 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:977.44 total_reward_ma:645.29 loss:-0.01118 fps:1905 +frame:9.60e+05 wall_t:504 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:0.7895 +2026-01-08 11:00:26 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1017.44 total_reward_ma:649.13 loss:0.003762 fps:1909 +frame:9.70e+05 wall_t:508 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:0.8024 +2026-01-08 11:00:30 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1030.88 total_reward_ma:653.03 loss:0.003777 fps:1910 +frame:9.80e+05 wall_t:513 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:0.7145 +2026-01-08 11:00:34 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1049.78 total_reward_ma:657.03 loss:0.008062 fps:1915 +frame:9.90e+05 wall_t:517 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:0.7939 +2026-01-08 11:00:39 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1044.32 total_reward_ma:660.91 loss:0.002382 fps:1916 +frame:1.00e+06 wall_t:522 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:0.7212 +2026-01-08 11:00:43 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1056.29 total_reward_ma:668.84 loss:0.001522 fps:1920 +frame:1.01e+06 wall_t:526 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:0.7721 +2026-01-08 11:00:48 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1062.59 total_reward_ma:676.67 loss:0.001205 fps:1921 +frame:1.02e+06 wall_t:531 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:0.7235 +2026-01-08 11:00:52 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1056.50 total_reward_ma:684.41 loss:0.003083 fps:1925 +frame:1.03e+06 wall_t:535 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:0.8129 +2026-01-08 11:00:57 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1042.01 total_reward_ma:691.95 loss:-0.003672 fps:1926 +frame:1.04e+06 wall_t:540 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:0.7944 +2026-01-08 11:01:01 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1051.99 total_reward_ma:699.61 loss:-0.0001083 fps:1930 +frame:1.05e+06 wall_t:544 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:0.8204 +2026-01-08 11:01:06 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1091.68 total_reward_ma:707.67 loss:0.003873 fps:1931 +frame:1.06e+06 wall_t:549 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:0.7533 +2026-01-08 11:01:10 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1087.48 total_reward_ma:715.63 loss:0.007162 fps:1935 +frame:1.07e+06 wall_t:553 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:0.7643 +2026-01-08 11:01:14 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1082.34 total_reward_ma:723.48 loss:-0.0087 fps:1939 +frame:1.08e+06 wall_t:557 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:0.8408 +2026-01-08 11:01:19 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1080.24 total_reward_ma:731.27 loss:0.006921 fps:1940 +frame:1.09e+06 wall_t:562 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:0.7876 +2026-01-08 11:01:23 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1096.20 total_reward_ma:739.17 loss:0.005517 fps:1943 +frame:1.10e+06 wall_t:566 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:0.826 +2026-01-08 11:01:27 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1110.48 total_reward_ma:747.05 loss:-9.411e-05 fps:1947 +frame:1.11e+06 wall_t:570 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:0.7819 +2026-01-08 11:01:32 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1094.94 total_reward_ma:754.70 loss:0.002163 fps:1951 +frame:1.12e+06 wall_t:574 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:0.7202 +2026-01-08 11:01:37 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1079.61 total_reward_ma:762.12 loss:0.01254 fps:1948 +frame:1.13e+06 wall_t:580 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:0.7766 +2026-01-08 11:01:41 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1103.97 total_reward_ma:769.61 loss:0.003345 fps:1952 +frame:1.14e+06 wall_t:584 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:0.7236 +2026-01-08 11:01:46 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1097.25 total_reward_ma:776.95 loss:-0.002733 fps:1956 +frame:1.15e+06 wall_t:588 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:0.7315 +2026-01-08 11:01:50 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1081.92 total_reward_ma:784.06 loss:0.003058 fps:1956 +frame:1.16e+06 wall_t:593 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:0.7798 +2026-01-08 11:01:55 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1090.53 total_reward_ma:791.33 loss:-0.005581 fps:1957 +frame:1.17e+06 wall_t:598 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:0.7831 +2026-01-08 11:02:00 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1090.53 total_reward_ma:798.63 loss:0.004772 fps:1960 +frame:1.18e+06 wall_t:602 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:0.8031 +2026-01-08 11:02:04 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1140.09 total_reward_ma:806.52 loss:0.003187 fps:1960 +frame:1.19e+06 wall_t:607 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:0.7541 +2026-01-08 11:02:08 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1146.18 total_reward_ma:814.57 loss:0.001694 fps:1964 +frame:1.20e+06 wall_t:611 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:0.7922 +2026-01-08 11:02:12 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1160.25 total_reward_ma:822.65 loss:0.004092 fps:1967 +frame:1.21e+06 wall_t:615 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:0.7355 +2026-01-08 11:02:17 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1132.74 total_reward_ma:830.44 loss:0.001006 fps:1968 +frame:1.22e+06 wall_t:620 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:0.7339 +2026-01-08 11:02:21 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1136.73 total_reward_ma:838.16 loss:-0.001695 fps:1971 +frame:1.23e+06 wall_t:624 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:0.8038 +2026-01-08 11:02:26 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1162.98 total_reward_ma:846.08 loss:0.0009186 fps:1971 +frame:1.24e+06 wall_t:629 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:0.8229 +2026-01-08 11:02:31 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1133.16 total_reward_ma:853.61 loss:-0.008394 fps:1972 +frame:1.25e+06 wall_t:634 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:0.8036 +2026-01-08 11:02:36 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1128.54 total_reward_ma:861.06 loss:0.004126 fps:1972 +frame:1.26e+06 wall_t:639 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:0.7995 +2026-01-08 11:02:41 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1110.90 total_reward_ma:868.26 loss:0.002946 fps:1975 +frame:1.27e+06 wall_t:643 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:0.7864 +2026-01-08 11:02:45 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1060.08 total_reward_ma:874.89 loss:0.01333 fps:1975 +frame:1.28e+06 wall_t:648 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:0.8978 +2026-01-08 11:02:49 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1050.21 total_reward_ma:881.38 loss:-0.001804 fps:1979 +frame:1.29e+06 wall_t:652 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:0.7616 +2026-01-08 11:02:53 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:986.57 total_reward_ma:887.15 loss:-0.007217 fps:1982 +frame:1.30e+06 wall_t:656 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:0.7263 +2026-01-08 11:02:58 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:949.61 total_reward_ma:892.39 loss:-0.001703 fps:1985 +frame:1.31e+06 wall_t:660 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:0.7826 +2026-01-08 11:03:02 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:955.28 total_reward_ma:897.44 loss:-0.008509 fps:1985 +frame:1.32e+06 wall_t:665 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:0.7724 +2026-01-08 11:03:06 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:954.65 total_reward_ma:902.42 loss:0.0005569 fps:1988 +frame:1.33e+06 wall_t:669 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:0.6775 +2026-01-08 11:03:11 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:906.56 total_reward_ma:906.82 loss:0.006954 fps:1988 +frame:1.34e+06 wall_t:674 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:0.7465 +2026-01-08 11:03:15 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:890.28 total_reward_ma:910.82 loss:-0.005755 fps:1991 +frame:1.35e+06 wall_t:678 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:0.7506 +2026-01-08 11:03:20 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:906.34 total_reward_ma:914.72 loss:0.007867 fps:1991 +frame:1.36e+06 wall_t:683 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:0.7541 +2026-01-08 11:03:24 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:913.68 total_reward_ma:918.59 loss:-0.009658 fps:1994 +frame:1.37e+06 wall_t:687 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:0.8148 +2026-01-08 11:03:28 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:910.42 total_reward_ma:922.27 loss:-0.01098 fps:1997 +frame:1.38e+06 wall_t:691 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:0.7302 +2026-01-08 11:03:33 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:904.34 total_reward_ma:925.72 loss:0.01514 fps:2000 +frame:1.39e+06 wall_t:695 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:0.7576 +2026-01-08 11:03:37 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:923.87 total_reward_ma:929.27 loss:0.00467 fps:2000 +frame:1.40e+06 wall_t:700 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:0.6892 +2026-01-08 11:03:41 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:921.76 total_reward_ma:932.68 loss:-0.001509 fps:2003 +frame:1.41e+06 wall_t:704 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:0.7434 +2026-01-08 11:03:46 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:906.95 total_reward_ma:935.85 loss:0.006233 fps:2006 +frame:1.42e+06 wall_t:708 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:0.6832 +2026-01-08 11:03:50 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:919.97 total_reward_ma:938.97 loss:-0.0003956 fps:2006 +frame:1.43e+06 wall_t:713 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:0.6728 +2026-01-08 11:03:55 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:954.10 total_reward_ma:942.33 loss:0.01442 fps:2006 +frame:1.44e+06 wall_t:718 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:0.633 +2026-01-08 11:03:59 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:953.16 total_reward_ma:945.55 loss:0.001141 fps:2008 +frame:1.45e+06 wall_t:722 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:0.6358 +2026-01-08 11:04:03 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:944.55 total_reward_ma:948.57 loss:0.001829 fps:2011 +frame:1.46e+06 wall_t:726 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:0.7085 +2026-01-08 11:04:07 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:948.65 total_reward_ma:951.47 loss:0.00247 fps:2014 +frame:1.47e+06 wall_t:730 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:0.6864 +2026-01-08 11:04:12 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:946.66 total_reward_ma:954.20 loss:0.004579 fps:2014 +frame:1.48e+06 wall_t:735 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:0.6694 +2026-01-08 11:04:16 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:968.39 total_reward_ma:957.06 loss:-0.005928 fps:2016 +frame:1.49e+06 wall_t:739 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:0.6399 +2026-01-08 11:04:21 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:968.49 total_reward_ma:959.68 loss:-0.002704 fps:2019 +frame:1.50e+06 wall_t:743 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:0.7247 +2026-01-08 11:04:25 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:990.97 total_reward_ma:962.36 loss:0.01498 fps:2019 +frame:1.51e+06 wall_t:748 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:0.739 +2026-01-08 11:04:30 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1027.82 total_reward_ma:965.34 loss:-0.01087 fps:2019 +frame:1.52e+06 wall_t:753 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:0.6918 +2026-01-08 11:04:34 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1060.57 total_reward_ma:968.51 loss:-0.007565 fps:2021 +frame:1.53e+06 wall_t:757 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:0.6852 +2026-01-08 11:04:38 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1096.99 total_reward_ma:971.91 loss:0.003385 fps:2024 +frame:1.54e+06 wall_t:761 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:0.738 +2026-01-08 11:04:43 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1095.72 total_reward_ma:975.15 loss:-0.007063 fps:2023 +frame:1.55e+06 wall_t:766 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:0.7101 +2026-01-08 11:04:48 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1094.35 total_reward_ma:978.27 loss:0.0003181 fps:2023 +frame:1.56e+06 wall_t:771 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:0.7418 +2026-01-08 11:04:53 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1073.34 total_reward_ma:981.10 loss:-0.0006098 fps:2023 +frame:1.57e+06 wall_t:776 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:0.6641 +2026-01-08 11:04:58 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1107.87 total_reward_ma:984.14 loss:0.001158 fps:2023 +frame:1.58e+06 wall_t:781 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:0.6851 +2026-01-08 11:05:02 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1111.74 total_reward_ma:987.10 loss:0.002746 fps:2025 +frame:1.59e+06 wall_t:785 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:0.7277 +2026-01-08 11:05:07 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1151.94 total_reward_ma:990.31 loss:-0.006623 fps:2025 +frame:1.60e+06 wall_t:790 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:0.7647 +2026-01-08 11:05:11 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1153.19 total_reward_ma:993.61 loss:0.004101 fps:2028 +frame:1.61e+06 wall_t:794 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:0.6268 +2026-01-08 11:05:16 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1147.30 total_reward_ma:996.66 loss:0.01402 fps:2030 +frame:1.62e+06 wall_t:798 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:0.7765 +2026-01-08 11:05:20 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1145.50 total_reward_ma:999.68 loss:-0.006647 fps:2032 +frame:1.63e+06 wall_t:802 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:0.6663 +2026-01-08 11:05:24 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1138.04 total_reward_ma:1002.69 loss:0.00475 fps:2032 +frame:1.64e+06 wall_t:807 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:0.6431 +2026-01-08 11:05:29 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1118.73 total_reward_ma:1005.61 loss:-0.002039 fps:2035 +frame:1.65e+06 wall_t:811 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:0.6521 +2026-01-08 11:05:33 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1132.39 total_reward_ma:1008.45 loss:-0.001869 fps:2034 +frame:1.66e+06 wall_t:816 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:0.6799 +2026-01-08 11:05:37 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1145.30 total_reward_ma:1011.25 loss:0.004719 fps:2037 +frame:1.67e+06 wall_t:820 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:0.6539 +2026-01-08 11:05:42 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1172.92 total_reward_ma:1014.22 loss:0.005681 fps:2039 +frame:1.68e+06 wall_t:824 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:0.6248 +2026-01-08 11:05:46 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1142.05 total_reward_ma:1016.89 loss:-0.001924 fps:2039 +frame:1.69e+06 wall_t:829 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:0.7001 +2026-01-08 11:05:51 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1153.40 total_reward_ma:1019.62 loss:0.003059 fps:2041 +frame:1.70e+06 wall_t:833 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:0.6893 +2026-01-08 11:05:55 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1157.91 total_reward_ma:1022.12 loss:0.005972 fps:2041 +frame:1.71e+06 wall_t:838 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:0.6474 +2026-01-08 11:06:00 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1156.71 total_reward_ma:1024.59 loss:0.002929 fps:2040 +frame:1.72e+06 wall_t:843 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:0.6264 +2026-01-08 11:06:04 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1169.54 total_reward_ma:1027.09 loss:0.008359 fps:2043 +frame:1.73e+06 wall_t:847 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:0.7288 +2026-01-08 11:06:09 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1203.21 total_reward_ma:1029.85 loss:0.002337 fps:2045 +frame:1.74e+06 wall_t:851 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:0.6793 +2026-01-08 11:06:13 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1173.60 total_reward_ma:1032.43 loss:0.005219 fps:2044 +frame:1.75e+06 wall_t:856 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:0.6927 +2026-01-08 11:06:18 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1178.40 total_reward_ma:1034.91 loss:0.0008343 fps:2044 +frame:1.76e+06 wall_t:861 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:0.6638 +2026-01-08 11:06:22 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1187.92 total_reward_ma:1037.57 loss:0.007962 fps:2046 +frame:1.77e+06 wall_t:865 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:0.685 +2026-01-08 11:06:27 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1193.38 total_reward_ma:1040.29 loss:0.0003862 fps:2046 +frame:1.78e+06 wall_t:870 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:0.7197 +2026-01-08 11:06:31 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1181.19 total_reward_ma:1042.90 loss:0.003222 fps:2048 +frame:1.79e+06 wall_t:874 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:0.6937 +2026-01-08 11:06:36 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1231.24 total_reward_ma:1045.97 loss:0.001379 fps:2050 +frame:1.80e+06 wall_t:878 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:0.7725 +2026-01-08 11:06:40 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1246.24 total_reward_ma:1049.08 loss:-0.004926 fps:2050 +frame:1.81e+06 wall_t:883 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:0.7665 +2026-01-08 11:06:44 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1264.68 total_reward_ma:1052.35 loss:-0.0002439 fps:2052 +frame:1.82e+06 wall_t:887 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:0.7521 +2026-01-08 11:06:49 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1264.34 total_reward_ma:1055.54 loss:0.01002 fps:2052 +frame:1.83e+06 wall_t:892 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:0.7034 +2026-01-08 11:06:53 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1253.95 total_reward_ma:1058.65 loss:-0.004708 fps:2054 +frame:1.84e+06 wall_t:896 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:0.7565 +2026-01-08 11:06:58 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1295.37 total_reward_ma:1062.16 loss:0.01144 fps:2056 +frame:1.85e+06 wall_t:900 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:0.7239 +2026-01-08 11:07:02 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1270.91 total_reward_ma:1065.57 loss:0.01186 fps:2055 +frame:1.86e+06 wall_t:905 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:0.7298 +2026-01-08 11:07:07 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1245.48 total_reward_ma:1068.85 loss:-0.003675 fps:2055 +frame:1.87e+06 wall_t:910 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:0.7721 +2026-01-08 11:07:12 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1296.51 total_reward_ma:1072.68 loss:0.008593 fps:2057 +frame:1.88e+06 wall_t:914 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:0.7105 +2026-01-08 11:07:16 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1350.97 total_reward_ma:1077.09 loss:0.0117 fps:2057 +frame:1.89e+06 wall_t:919 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:0.7137 +2026-01-08 11:07:21 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1381.42 total_reward_ma:1081.73 loss:-0.002761 fps:2056 +frame:1.90e+06 wall_t:924 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:0.6738 +2026-01-08 11:07:25 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1392.73 total_reward_ma:1086.45 loss:-0.001999 fps:2058 +frame:1.91e+06 wall_t:928 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:0.6281 +2026-01-08 11:07:30 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1373.20 total_reward_ma:1091.21 loss:-0.0002166 fps:2058 +frame:1.92e+06 wall_t:933 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:0.6874 +2026-01-08 11:07:34 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1403.75 total_reward_ma:1096.02 loss:0.01264 fps:2060 +frame:1.93e+06 wall_t:937 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:0.6616 +2026-01-08 11:07:38 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1383.59 total_reward_ma:1100.38 loss:0.009512 fps:2062 +frame:1.94e+06 wall_t:941 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:0.6342 +2026-01-08 11:07:43 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1396.18 total_reward_ma:1104.85 loss:-0.004923 fps:2061 +frame:1.95e+06 wall_t:946 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:0.5855 +2026-01-08 11:07:47 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1386.45 total_reward_ma:1108.94 loss:0.01763 fps:2063 +frame:1.96e+06 wall_t:950 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:0.6999 +2026-01-08 11:07:51 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1380.88 total_reward_ma:1112.58 loss:-0.00192 fps:2065 +frame:1.97e+06 wall_t:954 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:0.648 +2026-01-08 11:07:56 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1385.14 total_reward_ma:1116.12 loss:0.008325 fps:2067 +frame:1.98e+06 wall_t:958 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:0.6294 +2026-01-08 11:08:00 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1414.02 total_reward_ma:1119.76 loss:-0.006067 fps:2066 +frame:1.99e+06 wall_t:963 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:0.691 +2026-01-08 11:08:05 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1442.60 total_reward_ma:1123.74 loss:0.001781 fps:2066 +frame:2.00e+06 wall_t:968 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:0.6754 +2026-01-08 11:08:10 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1420.85 total_reward_ma:1127.39 loss:0.002158 fps:2068 +frame:2.01e+06 wall_t:972 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:0.6825 +2026-01-08 11:08:14 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1437.76 total_reward_ma:1131.14 loss:0.005757 fps:2068 +frame:2.02e+06 wall_t:977 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:0.7421 +2026-01-08 11:08:18 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1434.71 total_reward_ma:1134.92 loss:0.004884 fps:2069 +frame:2.03e+06 wall_t:981 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:0.757 +2026-01-08 11:08:23 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1428.19 total_reward_ma:1138.78 loss:0.01588 fps:2069 +frame:2.04e+06 wall_t:986 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:0.7326 +2026-01-08 11:08:27 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1455.13 total_reward_ma:1142.82 loss:0.0001137 fps:2071 +frame:2.05e+06 wall_t:990 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:0.687 +2026-01-08 11:08:31 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1433.67 total_reward_ma:1146.24 loss:0.002396 fps:2072 +frame:2.06e+06 wall_t:994 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:0.7806 +2026-01-08 11:08:36 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1441.08 total_reward_ma:1149.77 loss:-0.002636 fps:2074 +frame:2.07e+06 wall_t:998 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:0.6619 +2026-01-08 11:08:40 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1400.87 total_reward_ma:1152.96 loss:0.005145 fps:2074 +frame:2.08e+06 wall_t:1003 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:0.6325 +2026-01-08 11:08:45 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1406.00 total_reward_ma:1156.21 loss:0.02074 fps:2075 +frame:2.09e+06 wall_t:1007 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:0.7522 +2026-01-08 11:08:49 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1416.78 total_reward_ma:1159.42 loss:0.001757 fps:2075 +frame:2.10e+06 wall_t:1012 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:0.6973 +2026-01-08 11:08:54 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1412.42 total_reward_ma:1162.44 loss:-0.0001197 fps:2077 +frame:2.11e+06 wall_t:1016 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:0.7384 +2026-01-08 11:08:59 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1401.68 total_reward_ma:1165.51 loss:0.008381 fps:2074 +frame:2.12e+06 wall_t:1022 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:0.6857 +2026-01-08 11:09:04 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1402.81 total_reward_ma:1168.74 loss:0.01548 fps:2074 +frame:2.13e+06 wall_t:1027 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:0.6955 +2026-01-08 11:09:08 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1424.40 total_reward_ma:1171.94 loss:0.002291 fps:2078 +frame:2.14e+06 wall_t:1030 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:0.5834 +2026-01-08 11:09:12 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1429.57 total_reward_ma:1175.27 loss:0.002175 fps:2077 +frame:2.15e+06 wall_t:1035 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:0.6969 +2026-01-08 11:09:16 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1395.00 total_reward_ma:1178.40 loss:0.006873 fps:2079 +frame:2.16e+06 wall_t:1039 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:0.6256 +2026-01-08 11:09:21 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1393.64 total_reward_ma:1181.43 loss:-0.003344 fps:2079 +frame:2.17e+06 wall_t:1044 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:0.7138 +2026-01-08 11:09:26 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1439.42 total_reward_ma:1184.92 loss:0.00329 fps:2078 +frame:2.18e+06 wall_t:1049 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:0.6184 +2026-01-08 11:09:31 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1447.59 total_reward_ma:1187.99 loss:0.01096 fps:2080 +frame:2.19e+06 wall_t:1053 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:0.6456 +2026-01-08 11:09:35 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1432.05 total_reward_ma:1190.85 loss:0.008478 fps:2079 +frame:2.20e+06 wall_t:1058 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:0.5817 +2026-01-08 11:09:39 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1464.80 total_reward_ma:1193.90 loss:0.01395 fps:2081 +frame:2.21e+06 wall_t:1062 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:0.6353 +2026-01-08 11:09:43 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1462.27 total_reward_ma:1197.19 loss:-0.0002897 fps:2083 +frame:2.22e+06 wall_t:1066 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:0.6138 +2026-01-08 11:09:48 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1503.62 total_reward_ma:1200.86 loss:0.006313 fps:2082 +frame:2.23e+06 wall_t:1071 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:0.6159 +2026-01-08 11:09:52 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1585.80 total_reward_ma:1205.09 loss:0.009506 fps:2084 +frame:2.24e+06 wall_t:1075 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:0.6381 +2026-01-08 11:09:57 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1613.22 total_reward_ma:1209.89 loss:0.01466 fps:2083 +frame:2.25e+06 wall_t:1080 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:0.5815 +2026-01-08 11:10:01 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1617.59 total_reward_ma:1214.78 loss:0.007502 fps:2085 +frame:2.26e+06 wall_t:1084 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:0.6152 +2026-01-08 11:10:05 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1665.60 total_reward_ma:1220.33 loss:0.008263 fps:2086 +frame:2.27e+06 wall_t:1088 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:0.5865 +2026-01-08 11:10:10 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1641.14 total_reward_ma:1226.14 loss:-0.00116 fps:2086 +frame:2.28e+06 wall_t:1093 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:0.654 +2026-01-08 11:10:15 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1662.49 total_reward_ma:1232.26 loss:-0.007107 fps:2088 +frame:2.29e+06 wall_t:1097 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:0.6373 +2026-01-08 11:10:19 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1676.13 total_reward_ma:1239.16 loss:0.003152 fps:2087 +frame:2.30e+06 wall_t:1102 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:0.5794 +2026-01-08 11:10:23 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1699.20 total_reward_ma:1246.65 loss:0.00169 fps:2089 +frame:2.31e+06 wall_t:1106 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:0.6767 +2026-01-08 11:10:27 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1713.59 total_reward_ma:1254.24 loss:-0.00412 fps:2090 +frame:2.32e+06 wall_t:1110 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:0.5378 +2026-01-08 11:10:32 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1732.60 total_reward_ma:1262.01 loss:0.01047 fps:2090 +frame:2.33e+06 wall_t:1115 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:0.5954 +2026-01-08 11:10:36 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1726.94 total_reward_ma:1270.22 loss:0.003357 fps:2091 +frame:2.34e+06 wall_t:1119 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:0.6104 +2026-01-08 11:10:40 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1734.86 total_reward_ma:1278.66 loss:-0.002247 fps:2093 +frame:2.35e+06 wall_t:1123 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:0.6544 +2026-01-08 11:10:45 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1777.23 total_reward_ma:1287.37 loss:-0.003409 fps:2092 +frame:2.36e+06 wall_t:1128 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:0.6657 +2026-01-08 11:10:49 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1762.42 total_reward_ma:1295.86 loss:0.001136 fps:2094 +frame:2.37e+06 wall_t:1132 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:0.7275 +2026-01-08 11:10:54 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1797.88 total_reward_ma:1304.74 loss:-0.004821 fps:2095 +frame:2.38e+06 wall_t:1136 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:0.6507 +2026-01-08 11:10:57 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1831.91 total_reward_ma:1314.01 loss:3.149e-05 fps:2096 +frame:2.39e+06 wall_t:1140 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:0.7186 +2026-01-08 11:11:02 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1838.43 total_reward_ma:1323.16 loss:0.01495 fps:2096 +frame:2.40e+06 wall_t:1145 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:0.7123 +2026-01-08 11:11:07 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1816.49 total_reward_ma:1332.10 loss:-0.001836 fps:2096 +frame:2.41e+06 wall_t:1150 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:0.6651 +2026-01-08 11:11:12 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1829.11 total_reward_ma:1341.33 loss:0.008389 fps:2095 +frame:2.42e+06 wall_t:1155 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:0.6519 +2026-01-08 11:11:17 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1845.24 total_reward_ma:1350.58 loss:0.01015 fps:2095 +frame:2.43e+06 wall_t:1160 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:0.6028 +2026-01-08 11:11:22 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1819.48 total_reward_ma:1359.23 loss:0.009496 fps:2096 +frame:2.44e+06 wall_t:1164 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:0.6674 +2026-01-08 11:11:26 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1829.54 total_reward_ma:1368.00 loss:0.003777 fps:2096 +frame:2.45e+06 wall_t:1169 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:0.6692 +2026-01-08 11:11:30 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1817.76 total_reward_ma:1376.73 loss:0.01443 fps:2097 +frame:2.46e+06 wall_t:1173 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:0.748 +2026-01-08 11:11:35 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1755.27 total_reward_ma:1384.79 loss:-0.002969 fps:2097 +frame:2.47e+06 wall_t:1178 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:0.6401 +2026-01-08 11:11:39 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1709.39 total_reward_ma:1392.42 loss:0.02478 fps:2098 +frame:2.48e+06 wall_t:1182 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:0.6173 +2026-01-08 11:11:43 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1723.36 total_reward_ma:1399.97 loss:0.006159 fps:2099 +frame:2.49e+06 wall_t:1186 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:0.6118 +2026-01-08 11:11:47 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1745.30 total_reward_ma:1407.74 loss:0.01378 fps:2101 +frame:2.50e+06 wall_t:1190 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:0.6251 +2026-01-08 11:11:52 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1727.02 total_reward_ma:1415.10 loss:0.01202 fps:2100 +frame:2.51e+06 wall_t:1195 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:0.6239 +2026-01-08 11:11:56 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1704.54 total_reward_ma:1421.87 loss:0.002855 fps:2102 +frame:2.52e+06 wall_t:1199 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:0.5756 +2026-01-08 11:12:01 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1716.30 total_reward_ma:1428.42 loss:0.00405 fps:2103 +frame:2.53e+06 wall_t:1203 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:0.6309 +2026-01-08 11:12:05 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1632.83 total_reward_ma:1433.78 loss:0.002003 fps:2103 +frame:2.54e+06 wall_t:1208 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:0.5822 +2026-01-08 11:12:10 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1623.60 total_reward_ma:1439.06 loss:0.007433 fps:2102 +frame:2.55e+06 wall_t:1213 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:0.6312 +2026-01-08 11:12:14 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1631.86 total_reward_ma:1444.44 loss:0.003754 fps:2104 +frame:2.56e+06 wall_t:1217 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:0.6195 +2026-01-08 11:12:18 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1567.66 total_reward_ma:1449.38 loss:0.00179 fps:2105 +frame:2.57e+06 wall_t:1221 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:0.6285 +2026-01-08 11:12:23 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1561.78 total_reward_ma:1453.92 loss:0.003319 fps:2106 +frame:2.58e+06 wall_t:1225 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:0.5842 +2026-01-08 11:12:27 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1557.99 total_reward_ma:1458.38 loss:0.007377 fps:2106 +frame:2.59e+06 wall_t:1230 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:0.6053 +2026-01-08 11:12:32 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1630.96 total_reward_ma:1463.17 loss:-0.005299 fps:2107 +frame:2.60e+06 wall_t:1234 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:0.5837 +2026-01-08 11:12:36 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1623.93 total_reward_ma:1467.88 loss:0.007393 fps:2107 +frame:2.61e+06 wall_t:1239 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:0.5697 +2026-01-08 11:12:40 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1661.86 total_reward_ma:1473.02 loss:0.008249 fps:2108 +frame:2.62e+06 wall_t:1243 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:0.5727 +2026-01-08 11:12:45 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1673.71 total_reward_ma:1478.31 loss:0.02309 fps:2107 +frame:2.63e+06 wall_t:1248 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:0.577 +2026-01-08 11:12:50 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1682.08 total_reward_ma:1483.75 loss:0.003101 fps:2107 +frame:2.64e+06 wall_t:1253 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:0.6207 +2026-01-08 11:12:55 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1667.47 total_reward_ma:1489.23 loss:0.01356 fps:2107 +frame:2.65e+06 wall_t:1258 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:0.6781 +2026-01-08 11:13:00 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1677.55 total_reward_ma:1494.69 loss:0.006405 fps:2108 +frame:2.66e+06 wall_t:1262 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:0.5942 +2026-01-08 11:13:04 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1714.79 total_reward_ma:1500.38 loss:0.006115 fps:2107 +frame:2.67e+06 wall_t:1267 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:0.6077 +2026-01-08 11:13:08 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1732.73 total_reward_ma:1505.98 loss:0.006166 fps:2109 +frame:2.68e+06 wall_t:1271 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:0.6134 +2026-01-08 11:13:13 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1738.63 total_reward_ma:1511.94 loss:0.00369 fps:2108 +frame:2.69e+06 wall_t:1276 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:0.5149 +2026-01-08 11:13:17 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1791.34 total_reward_ma:1518.32 loss:0.003934 fps:2109 +frame:2.70e+06 wall_t:1280 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:0.6256 +2026-01-08 11:13:22 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1803.44 total_reward_ma:1524.78 loss:0.0143 fps:2109 +frame:2.71e+06 wall_t:1285 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:0.6022 +2026-01-08 11:13:27 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1801.22 total_reward_ma:1531.22 loss:0.007592 fps:2110 +frame:2.72e+06 wall_t:1289 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:0.5485 +2026-01-08 11:13:31 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1819.32 total_reward_ma:1537.72 loss:0.0137 fps:2110 +frame:2.73e+06 wall_t:1294 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:0.5846 +2026-01-08 11:13:35 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1847.44 total_reward_ma:1544.16 loss:-0.001805 fps:2111 +frame:2.74e+06 wall_t:1298 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:0.5514 +2026-01-08 11:13:39 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1880.08 total_reward_ma:1551.23 loss:0.009602 fps:2112 +frame:2.75e+06 wall_t:1302 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:0.621 +2026-01-08 11:13:44 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1889.89 total_reward_ma:1558.34 loss:0.01897 fps:2112 +frame:2.76e+06 wall_t:1307 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:0.6324 +2026-01-08 11:13:49 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1873.23 total_reward_ma:1565.20 loss:-0.005291 fps:2113 +frame:2.77e+06 wall_t:1311 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:0.6084 +2026-01-08 11:13:53 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1875.77 total_reward_ma:1572.02 loss:0.01667 fps:2112 +frame:2.78e+06 wall_t:1316 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:0.64 +2026-01-08 11:13:57 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1858.26 total_reward_ma:1578.79 loss:0.01278 fps:2114 +frame:2.79e+06 wall_t:1320 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:0.594 +2026-01-08 11:14:02 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1850.41 total_reward_ma:1584.98 loss:0.003495 fps:2113 +frame:2.80e+06 wall_t:1325 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:0.6657 +2026-01-08 11:14:06 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1824.27 total_reward_ma:1590.76 loss:-0.005791 fps:2114 +frame:2.81e+06 wall_t:1329 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:0.6026 +2026-01-08 11:14:10 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1841.08 total_reward_ma:1596.53 loss:0.01494 fps:2116 +frame:2.82e+06 wall_t:1333 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:0.6947 +2026-01-08 11:14:16 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1830.30 total_reward_ma:1602.19 loss:0.001689 fps:2115 +frame:2.83e+06 wall_t:1338 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:0.5736 +2026-01-08 11:14:20 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1851.83 total_reward_ma:1608.17 loss:0.004109 fps:2115 +frame:2.84e+06 wall_t:1343 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:0.5522 +2026-01-08 11:14:25 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1845.11 total_reward_ma:1613.66 loss:0.002948 fps:2116 +frame:2.85e+06 wall_t:1347 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:0.6299 +2026-01-08 11:14:29 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1800.04 total_reward_ma:1618.96 loss:-0.007098 fps:2115 +frame:2.86e+06 wall_t:1352 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:0.5477 +2026-01-08 11:14:33 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1840.55 total_reward_ma:1624.91 loss:0.001791 fps:2117 +frame:2.87e+06 wall_t:1356 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:0.6153 +2026-01-08 11:14:38 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1863.87 total_reward_ma:1630.58 loss:0.007013 fps:2116 +frame:2.88e+06 wall_t:1361 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:0.6284 +2026-01-08 11:14:43 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1865.10 total_reward_ma:1635.72 loss:0.006093 fps:2116 +frame:2.89e+06 wall_t:1366 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:0.6047 +2026-01-08 11:14:47 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1829.60 total_reward_ma:1640.20 loss:0.01694 fps:2117 +frame:2.90e+06 wall_t:1370 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:0.6129 +2026-01-08 11:14:51 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1814.81 total_reward_ma:1644.42 loss:0.01203 fps:2118 +frame:2.91e+06 wall_t:1374 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:0.5963 +2026-01-08 11:14:56 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1806.20 total_reward_ma:1648.75 loss:-0.002259 fps:2117 +frame:2.92e+06 wall_t:1379 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:0.568 +2026-01-08 11:15:01 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1804.90 total_reward_ma:1652.77 loss:-0.001057 fps:2119 +frame:2.93e+06 wall_t:1383 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:0.5737 +2026-01-08 11:15:05 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1826.42 total_reward_ma:1657.19 loss:-0.006453 fps:2118 +frame:2.94e+06 wall_t:1388 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:0.5629 +2026-01-08 11:15:09 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1872.53 total_reward_ma:1661.96 loss:0.01502 fps:2119 +frame:2.95e+06 wall_t:1392 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:0.654 +2026-01-08 11:15:14 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1867.68 total_reward_ma:1666.77 loss:0.01814 fps:2120 +frame:2.96e+06 wall_t:1396 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:0.5681 +2026-01-08 11:15:18 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1888.57 total_reward_ma:1671.85 loss:-0.001676 fps:2120 +frame:2.97e+06 wall_t:1401 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:0.5312 +2026-01-08 11:15:23 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1900.86 total_reward_ma:1677.00 loss:0.0268 fps:2121 +frame:2.98e+06 wall_t:1405 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:0.576 +2026-01-08 11:15:27 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1921.68 total_reward_ma:1682.08 loss:7.942e-05 fps:2122 +frame:2.99e+06 wall_t:1409 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:0.5309 +2026-01-08 11:15:31 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1908.95 total_reward_ma:1686.74 loss:-0.002925 fps:2122 +frame:3.00e+06 wall_t:1414 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:0.6209 +2026-01-08 11:15:35 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1912.60 total_reward_ma:1691.66 loss:0.005638 fps:2123 +frame:3.01e+06 wall_t:1418 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:0.6139 +2026-01-08 11:15:40 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1905.50 total_reward_ma:1696.34 loss:0.03022 fps:2124 +frame:3.02e+06 wall_t:1422 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:0.7331 +2026-01-08 11:15:44 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1918.80 total_reward_ma:1701.18 loss:0.01179 fps:2123 +frame:3.03e+06 wall_t:1427 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:0.6524 +2026-01-08 11:15:49 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1884.78 total_reward_ma:1705.74 loss:0.0004234 fps:2124 +frame:3.04e+06 wall_t:1431 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:0.5701 +2026-01-08 11:15:54 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1854.86 total_reward_ma:1709.74 loss:0.01319 fps:2122 +frame:3.05e+06 wall_t:1437 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:0.6107 +2026-01-08 11:15:59 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1853.84 total_reward_ma:1713.94 loss:0.0008964 fps:2122 +frame:3.06e+06 wall_t:1442 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:0.6335 +2026-01-08 11:16:04 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1873.92 total_reward_ma:1718.27 loss:0.009621 fps:2123 +frame:3.07e+06 wall_t:1446 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:0.6512 +2026-01-08 11:16:08 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1896.44 total_reward_ma:1723.23 loss:0.003688 fps:2123 +frame:3.08e+06 wall_t:1451 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:0.6028 +2026-01-08 11:16:13 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1894.01 total_reward_ma:1728.11 loss:0.01151 fps:2122 +frame:3.09e+06 wall_t:1456 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:0.5648 +2026-01-08 11:16:18 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1873.13 total_reward_ma:1732.67 loss:0.009748 fps:2122 +frame:3.10e+06 wall_t:1461 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:0.5219 +2026-01-08 11:16:22 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1873.86 total_reward_ma:1737.29 loss:0.006619 fps:2123 +frame:3.11e+06 wall_t:1465 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:0.6218 +2026-01-08 11:16:27 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1857.91 total_reward_ma:1741.85 loss:0.01607 fps:2124 +frame:3.12e+06 wall_t:1469 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:0.5671 +2026-01-08 11:16:31 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1905.91 total_reward_ma:1746.88 loss:-0.003979 fps:2123 +frame:3.13e+06 wall_t:1474 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:0.5448 +2026-01-08 11:16:36 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1870.81 total_reward_ma:1751.34 loss:0.005253 fps:2123 +frame:3.14e+06 wall_t:1479 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:0.5382 +2026-01-08 11:16:40 | INFO | PID:1220 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_lam70_assault_t0_s0 [train] +total_reward:1884.36 total_reward_ma:1755.89 loss:0.01536 fps:2124 +frame:3.15e+06 wall_t:1483 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:0.5639 diff --git a/data/ppo_atari_lam70_assault_2026_01_08_105154/log/ppo_atari_lam70_assault_t0_s1.log b/data/ppo_atari_lam70_assault_2026_01_08_105154/log/ppo_atari_lam70_assault_t0_s1.log new file mode 100644 index 0000000000000000000000000000000000000000..f54dcac6143877b8e40f89e593dd8e7defc53984 --- /dev/null +++ b/data/ppo_atari_lam70_assault_2026_01_08_105154/log/ppo_atari_lam70_assault_t0_s1.log @@ -0,0 +1,4002 @@ +2026-01-08 10:51:56 | INFO | PID:1221 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-08 10:53:18 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:221.45 total_reward_ma:221.45 loss:-0.02611 fps:123.5 +frame:1.00e+04 wall_t:81 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:1.927 +2026-01-08 10:53:23 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:246.75 total_reward_ma:234.10 loss:-0.0297 fps:235.3 +frame:2.00e+04 wall_t:85 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:1.911 +2026-01-08 10:53:27 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:249.00 total_reward_ma:239.07 loss:-0.02945 fps:333.3 +frame:3.00e+04 wall_t:90 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:1.891 +2026-01-08 10:53:31 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:253.24 total_reward_ma:242.61 loss:-0.02887 fps:425.5 +frame:4.00e+04 wall_t:94 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:1.837 +2026-01-08 10:53:36 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:264.40 total_reward_ma:246.97 loss:-0.02858 fps:505.1 +frame:5.00e+04 wall_t:99 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:1.785 +2026-01-08 10:53:41 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:278.46 total_reward_ma:252.22 loss:-0.03082 fps:576.9 +frame:6.00e+04 wall_t:104 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:1.805 +2026-01-08 10:53:46 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:285.60 total_reward_ma:256.99 loss:-0.03057 fps:648.1 +frame:7.00e+04 wall_t:108 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:1.772 +2026-01-08 10:53:50 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:288.33 total_reward_ma:260.90 loss:-0.02587 fps:708 +frame:8.00e+04 wall_t:113 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:1.704 +2026-01-08 10:53:54 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:295.26 total_reward_ma:264.72 loss:-0.0286 fps:775.9 +frame:9.00e+04 wall_t:116 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:1.709 +2026-01-08 10:53:58 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:300.93 total_reward_ma:268.34 loss:-0.02736 fps:826.4 +frame:1.00e+05 wall_t:121 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:1.672 +2026-01-08 10:54:03 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:300.51 total_reward_ma:271.27 loss:-0.02454 fps:880 +frame:1.10e+05 wall_t:125 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:1.642 +2026-01-08 10:54:08 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:306.18 total_reward_ma:274.18 loss:-0.02682 fps:923.1 +frame:1.20e+05 wall_t:130 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:1.612 +2026-01-08 10:54:12 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:321.51 total_reward_ma:277.82 loss:-0.03002 fps:963 +frame:1.30e+05 wall_t:135 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:1.589 +2026-01-08 10:54:17 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:333.27 total_reward_ma:281.78 loss:-0.02623 fps:1007 +frame:1.40e+05 wall_t:139 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:1.601 +2026-01-08 10:54:21 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:346.29 total_reward_ma:286.08 loss:-0.0268 fps:1042 +frame:1.50e+05 wall_t:144 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:1.592 +2026-01-08 10:54:26 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:351.75 total_reward_ma:290.18 loss:-0.0271 fps:1081 +frame:1.60e+05 wall_t:148 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:1.535 +2026-01-08 10:54:30 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:343.14 total_reward_ma:293.30 loss:-0.02588 fps:1111 +frame:1.70e+05 wall_t:153 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:1.504 +2026-01-08 10:54:34 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:348.18 total_reward_ma:296.35 loss:-0.0247 fps:1146 +frame:1.80e+05 wall_t:157 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:1.552 +2026-01-08 10:54:39 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:351.75 total_reward_ma:299.26 loss:-0.02535 fps:1173 +frame:1.90e+05 wall_t:162 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:1.509 +2026-01-08 10:54:44 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:362.04 total_reward_ma:302.40 loss:-0.02921 fps:1205 +frame:2.00e+05 wall_t:166 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:1.51 +2026-01-08 10:54:48 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:364.14 total_reward_ma:305.34 loss:-0.02809 fps:1228 +frame:2.10e+05 wall_t:171 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:1.53 +2026-01-08 10:54:52 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:367.08 total_reward_ma:308.15 loss:-0.02428 fps:1257 +frame:2.20e+05 wall_t:175 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:1.446 +2026-01-08 10:54:57 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:384.72 total_reward_ma:311.48 loss:-0.02204 fps:1278 +frame:2.30e+05 wall_t:180 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:1.358 +2026-01-08 10:55:01 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:388.92 total_reward_ma:314.70 loss:-0.02351 fps:1304 +frame:2.40e+05 wall_t:184 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:1.399 +2026-01-08 10:55:06 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:411.60 total_reward_ma:318.58 loss:-0.02382 fps:1330 +frame:2.50e+05 wall_t:188 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:1.414 +2026-01-08 10:55:09 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:421.26 total_reward_ma:322.53 loss:-0.02234 fps:1354 +frame:2.60e+05 wall_t:192 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:1.423 +2026-01-08 10:55:14 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:427.77 total_reward_ma:326.43 loss:-0.02389 fps:1371 +frame:2.70e+05 wall_t:197 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:1.372 +2026-01-08 10:55:18 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:456.33 total_reward_ma:331.07 loss:-0.02036 fps:1393 +frame:2.80e+05 wall_t:201 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:1.363 +2026-01-08 10:55:23 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:468.09 total_reward_ma:335.79 loss:-0.01768 fps:1408 +frame:2.90e+05 wall_t:206 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:1.29 +2026-01-08 10:55:27 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:489.72 total_reward_ma:340.92 loss:-0.01674 fps:1429 +frame:3.00e+05 wall_t:210 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:1.303 +2026-01-08 10:55:32 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:503.68 total_reward_ma:346.17 loss:-0.01811 fps:1442 +frame:3.10e+05 wall_t:215 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:1.268 +2026-01-08 10:55:36 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:513.76 total_reward_ma:351.41 loss:-0.0196 fps:1461 +frame:3.20e+05 wall_t:219 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:1.277 +2026-01-08 10:55:41 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:527.62 total_reward_ma:356.75 loss:-0.01747 fps:1473 +frame:3.30e+05 wall_t:224 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:1.269 +2026-01-08 10:55:46 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:550.93 total_reward_ma:362.46 loss:-0.01131 fps:1491 +frame:3.40e+05 wall_t:228 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:1.245 +2026-01-08 10:55:50 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:559.01 total_reward_ma:368.08 loss:-0.01548 fps:1509 +frame:3.50e+05 wall_t:232 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:1.11 +2026-01-08 10:55:54 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:576.33 total_reward_ma:373.86 loss:-0.01149 fps:1519 +frame:3.60e+05 wall_t:237 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:1.082 +2026-01-08 10:55:58 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:593.01 total_reward_ma:379.78 loss:-0.01117 fps:1535 +frame:3.70e+05 wall_t:241 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:1.038 +2026-01-08 10:56:03 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:599.51 total_reward_ma:385.57 loss:-0.01967 fps:1545 +frame:3.80e+05 wall_t:246 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:1.158 +2026-01-08 10:56:07 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:615.46 total_reward_ma:391.46 loss:-0.01441 fps:1560 +frame:3.90e+05 wall_t:250 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:1.13 +2026-01-08 10:56:12 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:633.94 total_reward_ma:397.52 loss:-0.006309 fps:1575 +frame:4.00e+05 wall_t:254 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:1.042 +2026-01-08 10:56:16 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:642.34 total_reward_ma:403.49 loss:-0.006882 fps:1589 +frame:4.10e+05 wall_t:258 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:1.127 +2026-01-08 10:56:20 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:640.86 total_reward_ma:409.15 loss:-0.01459 fps:1603 +frame:4.20e+05 wall_t:262 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:1.05 +2026-01-08 10:56:24 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:656.61 total_reward_ma:414.90 loss:-0.005998 fps:1617 +frame:4.30e+05 wall_t:266 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:0.9967 +2026-01-08 10:56:28 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:665.85 total_reward_ma:420.60 loss:-0.002871 fps:1624 +frame:4.40e+05 wall_t:271 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:1.003 +2026-01-08 10:56:32 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:674.77 total_reward_ma:426.25 loss:-0.003113 fps:1636 +frame:4.50e+05 wall_t:275 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:1.018 +2026-01-08 10:56:36 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:687.25 total_reward_ma:431.93 loss:0.006776 fps:1649 +frame:4.60e+05 wall_t:279 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:1.046 +2026-01-08 10:56:41 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:699.96 total_reward_ma:437.63 loss:-0.001157 fps:1655 +frame:4.70e+05 wall_t:284 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:0.9968 +2026-01-08 10:56:46 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:704.99 total_reward_ma:443.20 loss:-0.002122 fps:1661 +frame:4.80e+05 wall_t:289 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:0.9883 +2026-01-08 10:56:50 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:719.05 total_reward_ma:448.83 loss:-0.004422 fps:1672 +frame:4.90e+05 wall_t:293 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:1.035 +2026-01-08 10:56:55 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:729.86 total_reward_ma:454.45 loss:-0.005976 fps:1684 +frame:5.00e+05 wall_t:297 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:0.8931 +2026-01-08 10:56:59 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:746.32 total_reward_ma:460.17 loss:0.007705 fps:1689 +frame:5.10e+05 wall_t:302 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:0.9285 +2026-01-08 10:57:03 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:754.62 total_reward_ma:465.83 loss:0.007524 fps:1705 +frame:5.20e+05 wall_t:305 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:0.9268 +2026-01-08 10:57:07 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:767.94 total_reward_ma:471.53 loss:-0.003678 fps:1710 +frame:5.30e+05 wall_t:310 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:0.9096 +2026-01-08 10:57:11 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:779.08 total_reward_ma:477.23 loss:0.002983 fps:1720 +frame:5.40e+05 wall_t:314 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:0.8954 +2026-01-08 10:57:16 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:787.60 total_reward_ma:482.87 loss:-0.007488 fps:1724 +frame:5.50e+05 wall_t:319 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:0.8771 +2026-01-08 10:57:20 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:815.22 total_reward_ma:488.81 loss:0.0008481 fps:1734 +frame:5.60e+05 wall_t:323 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:0.9126 +2026-01-08 10:57:25 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:820.37 total_reward_ma:494.62 loss:0.0122 fps:1743 +frame:5.70e+05 wall_t:327 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:0.9351 +2026-01-08 10:57:29 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:821.31 total_reward_ma:500.26 loss:-0.009491 fps:1747 +frame:5.80e+05 wall_t:332 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:0.9501 +2026-01-08 10:57:34 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:839.05 total_reward_ma:506.00 loss:-0.006816 fps:1751 +frame:5.90e+05 wall_t:337 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:0.8886 +2026-01-08 10:57:38 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:846.73 total_reward_ma:511.68 loss:-0.003412 fps:1760 +frame:6.00e+05 wall_t:341 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:0.8775 +2026-01-08 10:57:42 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:862.90 total_reward_ma:517.44 loss:0.004128 fps:1768 +frame:6.10e+05 wall_t:345 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:0.8704 +2026-01-08 10:57:47 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:891.77 total_reward_ma:523.47 loss:-0.006167 fps:1771 +frame:6.20e+05 wall_t:350 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:0.7968 +2026-01-08 10:57:51 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:905.44 total_reward_ma:529.54 loss:-0.001665 fps:1780 +frame:6.30e+05 wall_t:354 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:0.8497 +2026-01-08 10:57:55 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:912.89 total_reward_ma:535.53 loss:0.004719 fps:1788 +frame:6.40e+05 wall_t:358 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:0.8386 +2026-01-08 10:58:00 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:916.68 total_reward_ma:541.39 loss:0.0004093 fps:1791 +frame:6.50e+05 wall_t:363 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:0.9236 +2026-01-08 10:58:04 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:949.65 total_reward_ma:547.58 loss:-0.001247 fps:1798 +frame:6.60e+05 wall_t:367 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:0.8768 +2026-01-08 10:58:08 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:982.83 total_reward_ma:554.07 loss:-0.005963 fps:1806 +frame:6.70e+05 wall_t:371 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:0.8103 +2026-01-08 10:58:12 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1003.73 total_reward_ma:560.69 loss:-0.001331 fps:1813 +frame:6.80e+05 wall_t:375 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:0.8028 +2026-01-08 10:58:16 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1016.35 total_reward_ma:567.29 loss:-0.002485 fps:1821 +frame:6.90e+05 wall_t:379 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:0.7523 +2026-01-08 10:58:21 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1025.39 total_reward_ma:573.83 loss:0.0006975 fps:1823 +frame:7.00e+05 wall_t:384 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:0.8718 +2026-01-08 10:58:25 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1024.13 total_reward_ma:580.18 loss:0.007704 fps:1830 +frame:7.10e+05 wall_t:388 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:0.7541 +2026-01-08 10:58:30 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1015.32 total_reward_ma:586.22 loss:0.006015 fps:1832 +frame:7.20e+05 wall_t:393 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:0.705 +2026-01-08 10:58:34 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:996.84 total_reward_ma:591.84 loss:-0.0009935 fps:1839 +frame:7.30e+05 wall_t:397 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:0.7689 +2026-01-08 10:58:39 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1001.99 total_reward_ma:597.39 loss:0.007677 fps:1845 +frame:7.40e+05 wall_t:401 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:0.8776 +2026-01-08 10:58:43 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1001.78 total_reward_ma:602.78 loss:0.006264 fps:1852 +frame:7.50e+05 wall_t:405 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:0.8226 +2026-01-08 10:58:47 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:938.04 total_reward_ma:607.19 loss:0.009599 fps:1854 +frame:7.60e+05 wall_t:410 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:0.8145 +2026-01-08 10:58:51 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:932.16 total_reward_ma:611.41 loss:-0.008968 fps:1860 +frame:7.70e+05 wall_t:414 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:0.8337 +2026-01-08 10:58:55 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:925.65 total_reward_ma:615.44 loss:-0.005663 fps:1866 +frame:7.80e+05 wall_t:418 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:0.8008 +2026-01-08 10:58:59 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:957.25 total_reward_ma:619.77 loss:0.003364 fps:1872 +frame:7.90e+05 wall_t:422 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:0.8039 +2026-01-08 10:59:04 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:979.73 total_reward_ma:624.27 loss:0.01098 fps:1874 +frame:8.00e+05 wall_t:427 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:0.863 +2026-01-08 10:59:08 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:981.73 total_reward_ma:628.68 loss:-0.003444 fps:1879 +frame:8.10e+05 wall_t:431 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:0.701 +2026-01-08 10:59:13 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:984.25 total_reward_ma:633.01 loss:0.00415 fps:1881 +frame:8.20e+05 wall_t:436 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:0.762 +2026-01-08 10:59:17 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1005.25 total_reward_ma:637.50 loss:0.01462 fps:1886 +frame:8.30e+05 wall_t:440 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:0.7723 +2026-01-08 10:59:21 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1014.39 total_reward_ma:641.99 loss:0.006557 fps:1892 +frame:8.40e+05 wall_t:444 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:0.7942 +2026-01-08 10:59:25 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1005.26 total_reward_ma:646.26 loss:0.001293 fps:1897 +frame:8.50e+05 wall_t:448 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:0.712 +2026-01-08 10:59:29 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1044.43 total_reward_ma:650.89 loss:0.01198 fps:1903 +frame:8.60e+05 wall_t:452 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:0.7521 +2026-01-08 10:59:33 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1067.95 total_reward_ma:655.68 loss:0.01054 fps:1908 +frame:8.70e+05 wall_t:456 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:0.7852 +2026-01-08 10:59:38 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1104.91 total_reward_ma:660.79 loss:0.01443 fps:1909 +frame:8.80e+05 wall_t:461 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:0.848 +2026-01-08 10:59:42 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1094.61 total_reward_ma:665.66 loss:0.00153 fps:1914 +frame:8.90e+05 wall_t:465 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:0.7976 +2026-01-08 10:59:47 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1052.82 total_reward_ma:669.96 loss:0.006061 fps:1915 +frame:9.00e+05 wall_t:470 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:0.7957 +2026-01-08 10:59:52 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1047.15 total_reward_ma:674.11 loss:-0.0001843 fps:1916 +frame:9.10e+05 wall_t:475 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:0.7499 +2026-01-08 10:59:56 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1071.93 total_reward_ma:678.43 loss:0.02537 fps:1921 +frame:9.20e+05 wall_t:479 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:0.8634 +2026-01-08 11:00:01 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1095.03 total_reward_ma:682.91 loss:0.0005593 fps:1925 +frame:9.30e+05 wall_t:483 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:0.7549 +2026-01-08 11:00:05 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1134.72 total_reward_ma:687.72 loss:0.002367 fps:1930 +frame:9.40e+05 wall_t:487 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:0.7384 +2026-01-08 11:00:09 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1123.80 total_reward_ma:692.31 loss:0.007137 fps:1931 +frame:9.50e+05 wall_t:492 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:0.7018 +2026-01-08 11:00:14 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1153.83 total_reward_ma:697.12 loss:0.01734 fps:1935 +frame:9.60e+05 wall_t:496 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:0.7067 +2026-01-08 11:00:18 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1113.72 total_reward_ma:701.41 loss:0.01423 fps:1936 +frame:9.70e+05 wall_t:501 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:0.6675 +2026-01-08 11:00:22 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1103.43 total_reward_ma:705.51 loss:0.003808 fps:1941 +frame:9.80e+05 wall_t:505 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:0.6858 +2026-01-08 11:00:26 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1089.68 total_reward_ma:709.39 loss:0.01637 fps:1945 +frame:9.90e+05 wall_t:509 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:0.7708 +2026-01-08 11:00:31 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1124.33 total_reward_ma:713.54 loss:0.01232 fps:1949 +frame:1.00e+06 wall_t:513 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:0.7404 +2026-01-08 11:00:35 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1125.91 total_reward_ma:722.59 loss:0.01376 fps:1950 +frame:1.01e+06 wall_t:518 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:0.7667 +2026-01-08 11:00:39 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1122.34 total_reward_ma:731.34 loss:0.006157 fps:1954 +frame:1.02e+06 wall_t:522 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:0.732 +2026-01-08 11:00:44 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1144.39 total_reward_ma:740.30 loss:0.009471 fps:1958 +frame:1.03e+06 wall_t:526 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:0.7015 +2026-01-08 11:00:48 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1090.84 total_reward_ma:748.67 loss:0.005832 fps:1959 +frame:1.04e+06 wall_t:531 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:0.791 +2026-01-08 11:00:52 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1117.51 total_reward_ma:757.21 loss:0.0002538 fps:1963 +frame:1.05e+06 wall_t:535 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:0.6698 +2026-01-08 11:00:57 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1116.67 total_reward_ma:765.59 loss:0.00423 fps:1967 +frame:1.06e+06 wall_t:539 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:0.7925 +2026-01-08 11:01:01 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1133.05 total_reward_ma:774.06 loss:0.01423 fps:1967 +frame:1.07e+06 wall_t:544 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:0.671 +2026-01-08 11:01:06 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1115.41 total_reward_ma:782.33 loss:0.009877 fps:1971 +frame:1.08e+06 wall_t:548 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:0.7986 +2026-01-08 11:01:10 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1116.57 total_reward_ma:790.55 loss:0.0006487 fps:1975 +frame:1.09e+06 wall_t:552 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:0.7477 +2026-01-08 11:01:14 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1104.18 total_reward_ma:798.58 loss:0.006088 fps:1978 +frame:1.10e+06 wall_t:556 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:0.7509 +2026-01-08 11:01:18 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1084.44 total_reward_ma:806.42 loss:0.01477 fps:1982 +frame:1.11e+06 wall_t:560 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:0.7551 +2026-01-08 11:01:22 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1058.92 total_reward_ma:813.95 loss:0.001549 fps:1986 +frame:1.12e+06 wall_t:564 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:0.7765 +2026-01-08 11:01:26 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1027.00 total_reward_ma:821.00 loss:0.006801 fps:1986 +frame:1.13e+06 wall_t:569 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:0.7869 +2026-01-08 11:01:31 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1036.45 total_reward_ma:828.03 loss:0.00348 fps:1990 +frame:1.14e+06 wall_t:573 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:0.7765 +2026-01-08 11:01:35 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1044.01 total_reward_ma:835.01 loss:0.006462 fps:1990 +frame:1.15e+06 wall_t:578 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:0.8777 +2026-01-08 11:01:40 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1066.79 total_reward_ma:842.16 loss:0.004801 fps:1990 +frame:1.16e+06 wall_t:583 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:0.7566 +2026-01-08 11:01:44 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1032.35 total_reward_ma:849.05 loss:-0.0009724 fps:1993 +frame:1.17e+06 wall_t:587 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:0.7642 +2026-01-08 11:01:49 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1066.37 total_reward_ma:856.23 loss:-0.0005252 fps:1997 +frame:1.18e+06 wall_t:591 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:0.8015 +2026-01-08 11:01:53 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1078.55 total_reward_ma:863.50 loss:-0.006682 fps:1997 +frame:1.19e+06 wall_t:596 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:0.7545 +2026-01-08 11:01:57 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1078.76 total_reward_ma:870.67 loss:-0.001668 fps:2000 +frame:1.20e+06 wall_t:600 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:0.7973 +2026-01-08 11:02:02 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1128.32 total_reward_ma:878.31 loss:0.001651 fps:2003 +frame:1.21e+06 wall_t:604 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:0.8026 +2026-01-08 11:02:06 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1120.13 total_reward_ma:885.84 loss:0.0133 fps:2003 +frame:1.22e+06 wall_t:609 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:0.8372 +2026-01-08 11:02:10 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1124.65 total_reward_ma:893.24 loss:-0.008724 fps:2007 +frame:1.23e+06 wall_t:613 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:0.761 +2026-01-08 11:02:15 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1167.49 total_reward_ma:901.03 loss:0.002997 fps:2006 +frame:1.24e+06 wall_t:618 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:0.7484 +2026-01-08 11:02:19 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1163.08 total_reward_ma:908.54 loss:0.0139 fps:2010 +frame:1.25e+06 wall_t:622 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:0.8099 +2026-01-08 11:02:23 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1152.79 total_reward_ma:915.86 loss:0.004073 fps:2013 +frame:1.26e+06 wall_t:626 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:0.7576 +2026-01-08 11:02:28 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1181.88 total_reward_ma:923.40 loss:0.009231 fps:2016 +frame:1.27e+06 wall_t:630 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:0.7397 +2026-01-08 11:02:32 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1171.80 total_reward_ma:930.55 loss:0.0003191 fps:2016 +frame:1.28e+06 wall_t:635 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:0.7274 +2026-01-08 11:02:36 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1125.18 total_reward_ma:937.12 loss:0.007283 fps:2019 +frame:1.29e+06 wall_t:639 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:0.8133 +2026-01-08 11:02:41 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1128.64 total_reward_ma:943.51 loss:-0.001012 fps:2022 +frame:1.30e+06 wall_t:643 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:0.8124 +2026-01-08 11:02:45 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1101.55 total_reward_ma:949.49 loss:0.01194 fps:2022 +frame:1.31e+06 wall_t:648 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:0.8182 +2026-01-08 11:02:49 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1107.22 total_reward_ma:955.43 loss:-0.0003061 fps:2025 +frame:1.32e+06 wall_t:652 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:0.7436 +2026-01-08 11:02:53 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1129.48 total_reward_ma:961.44 loss:0.004034 fps:2027 +frame:1.33e+06 wall_t:656 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:0.7864 +2026-01-08 11:02:58 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1112.47 total_reward_ma:967.06 loss:0.01773 fps:2030 +frame:1.34e+06 wall_t:660 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:0.7755 +2026-01-08 11:03:02 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1110.16 total_reward_ma:972.57 loss:-0.00163 fps:2030 +frame:1.35e+06 wall_t:665 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:0.8825 +2026-01-08 11:03:06 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1142.50 total_reward_ma:978.23 loss:0.01135 fps:2033 +frame:1.36e+06 wall_t:669 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:0.7956 +2026-01-08 11:03:10 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1121.71 total_reward_ma:983.52 loss:0.006883 fps:2036 +frame:1.37e+06 wall_t:673 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:0.7578 +2026-01-08 11:03:14 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1125.91 total_reward_ma:988.78 loss:0.00814 fps:2038 +frame:1.38e+06 wall_t:677 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:0.7711 +2026-01-08 11:03:19 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1164.34 total_reward_ma:994.27 loss:0.006512 fps:2038 +frame:1.39e+06 wall_t:682 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:0.6936 +2026-01-08 11:03:24 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1137.46 total_reward_ma:999.31 loss:0.002854 fps:2041 +frame:1.40e+06 wall_t:686 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:0.7925 +2026-01-08 11:03:28 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1149.33 total_reward_ma:1004.38 loss:0.004637 fps:2041 +frame:1.41e+06 wall_t:691 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:0.6929 +2026-01-08 11:03:32 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1128.75 total_reward_ma:1009.26 loss:0.032 fps:2043 +frame:1.42e+06 wall_t:695 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:0.765 +2026-01-08 11:03:36 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1131.90 total_reward_ma:1014.01 loss:0.01098 fps:2046 +frame:1.43e+06 wall_t:699 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:0.7651 +2026-01-08 11:03:41 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1125.39 total_reward_ma:1018.60 loss:0.008352 fps:2045 +frame:1.44e+06 wall_t:704 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:0.7578 +2026-01-08 11:03:45 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1101.87 total_reward_ma:1022.88 loss:0.002197 fps:2048 +frame:1.45e+06 wall_t:708 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:0.7767 +2026-01-08 11:03:49 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1065.33 total_reward_ma:1026.66 loss:0.003744 fps:2051 +frame:1.46e+06 wall_t:712 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:0.7644 +2026-01-08 11:03:54 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1077.09 total_reward_ma:1030.43 loss:0.0008855 fps:2053 +frame:1.47e+06 wall_t:716 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:0.7086 +2026-01-08 11:03:57 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1036.77 total_reward_ma:1033.75 loss:0.01452 fps:2056 +frame:1.48e+06 wall_t:720 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:0.7983 +2026-01-08 11:04:02 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1029.42 total_reward_ma:1036.85 loss:0.002208 fps:2055 +frame:1.49e+06 wall_t:725 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:0.8049 +2026-01-08 11:04:06 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1033.93 total_reward_ma:1039.89 loss:0.007959 fps:2058 +frame:1.50e+06 wall_t:729 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:0.759 +2026-01-08 11:04:10 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1023.85 total_reward_ma:1042.67 loss:0.005143 fps:2060 +frame:1.51e+06 wall_t:733 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:0.7588 +2026-01-08 11:04:15 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1033.93 total_reward_ma:1045.46 loss:0.008805 fps:2060 +frame:1.52e+06 wall_t:738 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:0.7434 +2026-01-08 11:04:19 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1053.67 total_reward_ma:1048.32 loss:0.00222 fps:2062 +frame:1.53e+06 wall_t:742 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:0.7547 +2026-01-08 11:04:23 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1087.06 total_reward_ma:1051.40 loss:0.01038 fps:2064 +frame:1.54e+06 wall_t:746 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:0.725 +2026-01-08 11:04:27 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1097.98 total_reward_ma:1054.50 loss:0.004107 fps:2067 +frame:1.55e+06 wall_t:750 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:0.7594 +2026-01-08 11:04:31 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1087.69 total_reward_ma:1057.22 loss:0.009661 fps:2069 +frame:1.56e+06 wall_t:754 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:0.8551 +2026-01-08 11:04:36 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1085.38 total_reward_ma:1059.87 loss:0.004392 fps:2069 +frame:1.57e+06 wall_t:759 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:0.697 +2026-01-08 11:04:40 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1088.95 total_reward_ma:1062.55 loss:0.01043 fps:2071 +frame:1.58e+06 wall_t:763 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:0.7563 +2026-01-08 11:04:45 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1087.48 total_reward_ma:1065.04 loss:-0.001346 fps:2070 +frame:1.59e+06 wall_t:768 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:0.7207 +2026-01-08 11:04:49 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1120.66 total_reward_ma:1067.77 loss:0.007152 fps:2073 +frame:1.60e+06 wall_t:772 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:0.7207 +2026-01-08 11:04:54 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1166.76 total_reward_ma:1070.81 loss:0.01917 fps:2072 +frame:1.61e+06 wall_t:777 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:0.7035 +2026-01-08 11:04:59 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1181.67 total_reward_ma:1073.71 loss:0.02986 fps:2074 +frame:1.62e+06 wall_t:781 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:0.6726 +2026-01-08 11:05:02 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1160.67 total_reward_ma:1076.26 loss:0.02241 fps:2076 +frame:1.63e+06 wall_t:785 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:0.7792 +2026-01-08 11:05:06 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1142.61 total_reward_ma:1078.56 loss:0.01279 fps:2079 +frame:1.64e+06 wall_t:789 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:0.6831 +2026-01-08 11:05:10 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1148.28 total_reward_ma:1080.88 loss:-0.001885 fps:2081 +frame:1.65e+06 wall_t:793 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:0.7601 +2026-01-08 11:05:15 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1132.95 total_reward_ma:1082.71 loss:0.004425 fps:2083 +frame:1.66e+06 wall_t:797 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:0.6907 +2026-01-08 11:05:19 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1169.91 total_reward_ma:1084.58 loss:0.005815 fps:2082 +frame:1.67e+06 wall_t:802 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:0.6277 +2026-01-08 11:05:23 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1184.61 total_reward_ma:1086.39 loss:0.007699 fps:2084 +frame:1.68e+06 wall_t:806 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:0.788 +2026-01-08 11:05:27 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1210.44 total_reward_ma:1088.33 loss:0.01532 fps:2086 +frame:1.69e+06 wall_t:810 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:0.6613 +2026-01-08 11:05:32 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1216.32 total_reward_ma:1090.24 loss:0.01707 fps:2088 +frame:1.70e+06 wall_t:814 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:0.706 +2026-01-08 11:05:35 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1198.89 total_reward_ma:1091.99 loss:0.009521 fps:2090 +frame:1.71e+06 wall_t:818 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:0.6712 +2026-01-08 11:05:40 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1183.35 total_reward_ma:1093.67 loss:0.01238 fps:2090 +frame:1.72e+06 wall_t:823 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:0.6634 +2026-01-08 11:05:44 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1188.39 total_reward_ma:1095.58 loss:0.001886 fps:2092 +frame:1.73e+06 wall_t:827 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:0.7108 +2026-01-08 11:05:49 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1179.15 total_reward_ma:1097.36 loss:0.007593 fps:2091 +frame:1.74e+06 wall_t:832 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:0.7263 +2026-01-08 11:05:53 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1190.49 total_reward_ma:1099.24 loss:0.0004477 fps:2093 +frame:1.75e+06 wall_t:836 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:0.6989 +2026-01-08 11:05:57 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1195.74 total_reward_ma:1101.82 loss:-0.001081 fps:2095 +frame:1.76e+06 wall_t:840 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:0.745 +2026-01-08 11:06:02 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1249.50 total_reward_ma:1104.99 loss:0.003215 fps:2095 +frame:1.77e+06 wall_t:845 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:0.6607 +2026-01-08 11:06:07 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1249.50 total_reward_ma:1108.23 loss:0.01238 fps:2097 +frame:1.78e+06 wall_t:849 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:0.6787 +2026-01-08 11:06:12 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1220.31 total_reward_ma:1110.86 loss:0.009312 fps:2096 +frame:1.79e+06 wall_t:854 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:0.6815 +2026-01-08 11:06:16 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1209.18 total_reward_ma:1113.16 loss:0.005503 fps:2095 +frame:1.80e+06 wall_t:859 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:0.6871 +2026-01-08 11:06:20 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1209.60 total_reward_ma:1115.44 loss:0.00282 fps:2097 +frame:1.81e+06 wall_t:863 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:0.6652 +2026-01-08 11:06:25 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1202.46 total_reward_ma:1117.62 loss:0.01868 fps:2097 +frame:1.82e+06 wall_t:868 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:0.7194 +2026-01-08 11:06:29 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1250.34 total_reward_ma:1120.07 loss:0.00401 fps:2099 +frame:1.83e+06 wall_t:872 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:0.7795 +2026-01-08 11:06:34 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1231.02 total_reward_ma:1122.23 loss:-0.002965 fps:2100 +frame:1.84e+06 wall_t:876 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:0.7036 +2026-01-08 11:06:38 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1275.12 total_reward_ma:1124.93 loss:0.02693 fps:2100 +frame:1.85e+06 wall_t:881 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:0.7105 +2026-01-08 11:06:42 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1285.41 total_reward_ma:1127.34 loss:0.01185 fps:2102 +frame:1.86e+06 wall_t:885 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:0.7097 +2026-01-08 11:06:47 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1278.69 total_reward_ma:1129.45 loss:0.007267 fps:2103 +frame:1.87e+06 wall_t:889 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:0.6782 +2026-01-08 11:06:50 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1230.49 total_reward_ma:1130.71 loss:0.01631 fps:2105 +frame:1.88e+06 wall_t:893 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:0.7411 +2026-01-08 11:06:55 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1206.76 total_reward_ma:1131.83 loss:-2.742e-05 fps:2107 +frame:1.89e+06 wall_t:897 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:0.64 +2026-01-08 11:06:59 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1239.10 total_reward_ma:1133.69 loss:0.002316 fps:2106 +frame:1.90e+06 wall_t:902 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:0.7491 +2026-01-08 11:07:04 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1261.78 total_reward_ma:1135.84 loss:-0.006452 fps:2106 +frame:1.91e+06 wall_t:907 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:0.6181 +2026-01-08 11:07:08 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1230.49 total_reward_ma:1137.42 loss:0.008996 fps:2108 +frame:1.92e+06 wall_t:911 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:0.6613 +2026-01-08 11:07:12 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1212.22 total_reward_ma:1138.59 loss:0.0005808 fps:2109 +frame:1.93e+06 wall_t:915 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:0.7184 +2026-01-08 11:07:16 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1178.09 total_reward_ma:1139.03 loss:0.0008837 fps:2111 +frame:1.94e+06 wall_t:919 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:0.7574 +2026-01-08 11:07:21 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1184.60 total_reward_ma:1139.64 loss:0.01653 fps:2110 +frame:1.95e+06 wall_t:924 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:0.6522 +2026-01-08 11:07:26 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1150.16 total_reward_ma:1139.60 loss:0.01864 fps:2112 +frame:1.96e+06 wall_t:928 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:0.7108 +2026-01-08 11:07:29 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1160.03 total_reward_ma:1140.06 loss:0.01814 fps:2114 +frame:1.97e+06 wall_t:932 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:0.6734 +2026-01-08 11:07:33 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1152.79 total_reward_ma:1140.56 loss:0.009368 fps:2115 +frame:1.98e+06 wall_t:936 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:0.6742 +2026-01-08 11:07:37 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1124.65 total_reward_ma:1140.91 loss:0.01015 fps:2117 +frame:1.99e+06 wall_t:940 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:0.6676 +2026-01-08 11:07:42 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1083.70 total_reward_ma:1140.50 loss:0.0169 fps:2119 +frame:2.00e+06 wall_t:944 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:0.7025 +2026-01-08 11:07:46 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1068.37 total_reward_ma:1139.92 loss:0.005212 fps:2118 +frame:2.01e+06 wall_t:949 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:0.712 +2026-01-08 11:07:51 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1059.34 total_reward_ma:1139.29 loss:0.004863 fps:2117 +frame:2.02e+06 wall_t:954 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:0.6424 +2026-01-08 11:07:55 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1034.67 total_reward_ma:1138.20 loss:0.01527 fps:2119 +frame:2.03e+06 wall_t:958 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:0.7279 +2026-01-08 11:07:59 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1029.10 total_reward_ma:1137.58 loss:-0.0004007 fps:2121 +frame:2.04e+06 wall_t:962 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:0.6357 +2026-01-08 11:08:03 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:996.76 total_reward_ma:1136.37 loss:-0.004671 fps:2122 +frame:2.05e+06 wall_t:966 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:0.6395 +2026-01-08 11:08:07 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:984.16 total_reward_ma:1135.05 loss:0.006028 fps:2124 +frame:2.06e+06 wall_t:970 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:0.6965 +2026-01-08 11:08:12 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:992.77 total_reward_ma:1133.64 loss:0.01067 fps:2123 +frame:2.07e+06 wall_t:975 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:0.6562 +2026-01-08 11:08:16 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1010.62 total_reward_ma:1132.60 loss:0.004292 fps:2125 +frame:2.08e+06 wall_t:979 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:0.7022 +2026-01-08 11:08:21 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1032.88 total_reward_ma:1131.76 loss:-0.003439 fps:2124 +frame:2.09e+06 wall_t:984 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:0.6384 +2026-01-08 11:08:25 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1050.94 total_reward_ma:1131.23 loss:0.003164 fps:2126 +frame:2.10e+06 wall_t:988 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:0.6469 +2026-01-08 11:08:30 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1065.85 total_reward_ma:1131.04 loss:0.005253 fps:2125 +frame:2.11e+06 wall_t:993 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:0.7002 +2026-01-08 11:08:34 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1084.54 total_reward_ma:1131.30 loss:0.008413 fps:2126 +frame:2.12e+06 wall_t:997 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:0.6282 +2026-01-08 11:08:38 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1126.12 total_reward_ma:1132.29 loss:0.004401 fps:2128 +frame:2.13e+06 wall_t:1001 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:0.6657 +2026-01-08 11:08:42 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1118.67 total_reward_ma:1133.11 loss:0.01764 fps:2129 +frame:2.14e+06 wall_t:1005 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:0.7138 +2026-01-08 11:08:47 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1128.01 total_reward_ma:1133.95 loss:0.0005175 fps:2131 +frame:2.15e+06 wall_t:1009 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:0.6784 +2026-01-08 11:08:51 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1153.63 total_reward_ma:1134.82 loss:0.0004915 fps:2130 +frame:2.16e+06 wall_t:1014 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:0.6326 +2026-01-08 11:08:55 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1171.06 total_reward_ma:1136.21 loss:0.0009013 fps:2132 +frame:2.17e+06 wall_t:1018 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:0.6494 +2026-01-08 11:09:00 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1167.91 total_reward_ma:1137.22 loss:0.0156 fps:2131 +frame:2.18e+06 wall_t:1023 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:0.6341 +2026-01-08 11:09:04 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1155.31 total_reward_ma:1137.99 loss:0.007729 fps:2132 +frame:2.19e+06 wall_t:1027 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:0.6735 +2026-01-08 11:09:08 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1169.38 total_reward_ma:1138.90 loss:-0.001223 fps:2134 +frame:2.20e+06 wall_t:1031 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:0.6752 +2026-01-08 11:09:13 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1145.44 total_reward_ma:1139.07 loss:0.02233 fps:2135 +frame:2.21e+06 wall_t:1035 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:0.6662 +2026-01-08 11:09:17 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1161.40 total_reward_ma:1139.48 loss:0.00498 fps:2137 +frame:2.22e+06 wall_t:1039 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:0.6908 +2026-01-08 11:09:21 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1141.13 total_reward_ma:1139.64 loss:0.01097 fps:2136 +frame:2.23e+06 wall_t:1044 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:0.6504 +2026-01-08 11:09:25 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1126.64 total_reward_ma:1139.24 loss:0.009621 fps:2137 +frame:2.24e+06 wall_t:1048 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:0.6292 +2026-01-08 11:09:30 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1181.13 total_reward_ma:1139.42 loss:0.01526 fps:2139 +frame:2.25e+06 wall_t:1052 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:0.6315 +2026-01-08 11:09:34 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1182.71 total_reward_ma:1139.71 loss:0.01376 fps:2138 +frame:2.26e+06 wall_t:1057 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:0.655 +2026-01-08 11:09:38 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1153.94 total_reward_ma:1139.44 loss:-0.007047 fps:2139 +frame:2.27e+06 wall_t:1061 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:0.6427 +2026-01-08 11:09:43 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1151.00 total_reward_ma:1139.23 loss:0.00368 fps:2141 +frame:2.28e+06 wall_t:1065 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:0.7084 +2026-01-08 11:09:47 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1161.08 total_reward_ma:1139.59 loss:0.008162 fps:2142 +frame:2.29e+06 wall_t:1069 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:0.678 +2026-01-08 11:09:51 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1169.90 total_reward_ma:1140.00 loss:0.01003 fps:2142 +frame:2.30e+06 wall_t:1074 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:0.7394 +2026-01-08 11:09:55 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1157.30 total_reward_ma:1140.56 loss:0.0002831 fps:2143 +frame:2.31e+06 wall_t:1078 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:0.6536 +2026-01-08 11:09:59 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1136.82 total_reward_ma:1140.85 loss:0.02029 fps:2144 +frame:2.32e+06 wall_t:1082 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:0.7155 +2026-01-08 11:10:04 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1134.09 total_reward_ma:1140.90 loss:0.006071 fps:2145 +frame:2.33e+06 wall_t:1086 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:0.7095 +2026-01-08 11:10:08 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1147.64 total_reward_ma:1141.25 loss:0.002731 fps:2145 +frame:2.34e+06 wall_t:1091 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:0.5727 +2026-01-08 11:10:12 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1150.06 total_reward_ma:1141.65 loss:0.01313 fps:2146 +frame:2.35e+06 wall_t:1095 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:0.6508 +2026-01-08 11:10:17 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1151.53 total_reward_ma:1141.74 loss:0.001967 fps:2145 +frame:2.36e+06 wall_t:1100 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:0.6289 +2026-01-08 11:10:21 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1136.41 total_reward_ma:1141.89 loss:0.008633 fps:2147 +frame:2.37e+06 wall_t:1104 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:0.6488 +2026-01-08 11:10:26 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1159.61 total_reward_ma:1142.22 loss:0.01225 fps:2148 +frame:2.38e+06 wall_t:1108 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:0.5611 +2026-01-08 11:10:29 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1147.85 total_reward_ma:1142.06 loss:0.002161 fps:2149 +frame:2.39e+06 wall_t:1112 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:0.5795 +2026-01-08 11:10:34 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1169.27 total_reward_ma:1142.38 loss:0.001974 fps:2149 +frame:2.40e+06 wall_t:1117 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:0.6142 +2026-01-08 11:10:38 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1147.22 total_reward_ma:1142.36 loss:-0.002061 fps:2150 +frame:2.41e+06 wall_t:1121 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:0.6021 +2026-01-08 11:10:43 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1163.81 total_reward_ma:1142.71 loss:0.01916 fps:2149 +frame:2.42e+06 wall_t:1126 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:0.7078 +2026-01-08 11:10:47 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1216.42 total_reward_ma:1143.55 loss:0.004991 fps:2150 +frame:2.43e+06 wall_t:1130 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:0.6632 +2026-01-08 11:10:52 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1238.47 total_reward_ma:1144.68 loss:0.01517 fps:2152 +frame:2.44e+06 wall_t:1134 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:0.6259 +2026-01-08 11:10:56 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1263.25 total_reward_ma:1146.30 loss:0.003714 fps:2151 +frame:2.45e+06 wall_t:1139 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:0.5829 +2026-01-08 11:11:00 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1292.02 total_reward_ma:1148.56 loss:0.02476 fps:2152 +frame:2.46e+06 wall_t:1143 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:0.5973 +2026-01-08 11:11:05 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1263.04 total_reward_ma:1150.42 loss:0.01346 fps:2152 +frame:2.47e+06 wall_t:1148 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:0.5874 +2026-01-08 11:11:09 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1249.18 total_reward_ma:1152.55 loss:0.009246 fps:2153 +frame:2.48e+06 wall_t:1152 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:0.5812 +2026-01-08 11:11:14 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1271.33 total_reward_ma:1154.97 loss:0.01243 fps:2154 +frame:2.49e+06 wall_t:1156 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:0.6592 +2026-01-08 11:11:18 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1292.65 total_reward_ma:1157.55 loss:0.006715 fps:2153 +frame:2.50e+06 wall_t:1161 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:0.5832 +2026-01-08 11:11:23 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1272.91 total_reward_ma:1160.04 loss:0.02099 fps:2153 +frame:2.51e+06 wall_t:1166 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:0.6249 +2026-01-08 11:11:27 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1250.02 total_reward_ma:1162.20 loss:0.0132 fps:2154 +frame:2.52e+06 wall_t:1170 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:0.6457 +2026-01-08 11:11:31 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1245.50 total_reward_ma:1164.12 loss:0.006748 fps:2155 +frame:2.53e+06 wall_t:1174 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:0.5543 +2026-01-08 11:11:35 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1198.04 total_reward_ma:1165.23 loss:0.01168 fps:2156 +frame:2.54e+06 wall_t:1178 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:0.622 +2026-01-08 11:11:40 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1178.09 total_reward_ma:1166.03 loss:0.02104 fps:2157 +frame:2.55e+06 wall_t:1182 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:0.5802 +2026-01-08 11:11:44 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1153.31 total_reward_ma:1166.69 loss:0.01105 fps:2157 +frame:2.56e+06 wall_t:1187 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:0.5715 +2026-01-08 11:11:48 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1141.76 total_reward_ma:1167.25 loss:0.002301 fps:2158 +frame:2.57e+06 wall_t:1191 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:0.5739 +2026-01-08 11:11:52 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1182.71 total_reward_ma:1168.19 loss:0.03644 fps:2159 +frame:2.58e+06 wall_t:1195 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:0.594 +2026-01-08 11:11:57 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1168.96 total_reward_ma:1169.01 loss:0.00611 fps:2160 +frame:2.59e+06 wall_t:1199 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:0.6245 +2026-01-08 11:12:01 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1157.83 total_reward_ma:1169.38 loss:0.004771 fps:2159 +frame:2.60e+06 wall_t:1204 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:0.6317 +2026-01-08 11:12:06 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1156.57 total_reward_ma:1169.28 loss:0.01265 fps:2161 +frame:2.61e+06 wall_t:1208 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:0.6645 +2026-01-08 11:12:11 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1160.56 total_reward_ma:1169.06 loss:0.03846 fps:2160 +frame:2.62e+06 wall_t:1213 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:0.6117 +2026-01-08 11:12:15 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1127.38 total_reward_ma:1168.73 loss:0.02548 fps:2159 +frame:2.63e+06 wall_t:1218 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:0.706 +2026-01-08 11:12:19 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1125.49 total_reward_ma:1168.56 loss:0.02 fps:2160 +frame:2.64e+06 wall_t:1222 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:0.6525 +2026-01-08 11:12:23 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1129.06 total_reward_ma:1168.37 loss:0.02363 fps:2162 +frame:2.65e+06 wall_t:1226 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:0.6033 +2026-01-08 11:12:27 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1132.10 total_reward_ma:1168.36 loss:0.001473 fps:2163 +frame:2.66e+06 wall_t:1230 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:0.5612 +2026-01-08 11:12:32 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1097.87 total_reward_ma:1167.64 loss:0.02867 fps:2164 +frame:2.67e+06 wall_t:1234 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:0.6375 +2026-01-08 11:12:36 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1098.29 total_reward_ma:1166.78 loss:0.01139 fps:2163 +frame:2.68e+06 wall_t:1239 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:0.6275 +2026-01-08 11:12:40 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1080.86 total_reward_ma:1165.48 loss:0.005574 fps:2164 +frame:2.69e+06 wall_t:1243 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:0.6272 +2026-01-08 11:12:45 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1071.83 total_reward_ma:1164.04 loss:0.001172 fps:2165 +frame:2.70e+06 wall_t:1247 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:0.6425 +2026-01-08 11:12:49 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1095.98 total_reward_ma:1163.01 loss:0.01337 fps:2165 +frame:2.71e+06 wall_t:1252 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:0.612 +2026-01-08 11:12:55 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1132.62 total_reward_ma:1162.50 loss:0.008412 fps:2162 +frame:2.72e+06 wall_t:1258 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:0.5943 +2026-01-08 11:12:59 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1161.29 total_reward_ma:1162.23 loss:0.008986 fps:2163 +frame:2.73e+06 wall_t:1262 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:0.5553 +2026-01-08 11:13:03 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1172.00 total_reward_ma:1162.16 loss:0.01246 fps:2166 +frame:2.74e+06 wall_t:1265 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:0.5632 +2026-01-08 11:13:07 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1167.80 total_reward_ma:1161.93 loss:0.007355 fps:2167 +frame:2.75e+06 wall_t:1269 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:0.6326 +2026-01-08 11:13:11 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1179.25 total_reward_ma:1161.76 loss:0.002177 fps:2166 +frame:2.76e+06 wall_t:1274 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:0.6248 +2026-01-08 11:13:15 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1190.38 total_reward_ma:1161.17 loss:0.006032 fps:2167 +frame:2.77e+06 wall_t:1278 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:0.6587 +2026-01-08 11:13:19 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1235.32 total_reward_ma:1161.03 loss:0.02391 fps:2168 +frame:2.78e+06 wall_t:1282 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:0.5833 +2026-01-08 11:13:23 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1244.77 total_reward_ma:1161.28 loss:2.945e-05 fps:2170 +frame:2.79e+06 wall_t:1286 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:0.5996 +2026-01-08 11:13:28 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1264.30 total_reward_ma:1161.83 loss:0.0081 fps:2169 +frame:2.80e+06 wall_t:1291 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:0.6383 +2026-01-08 11:13:32 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1267.03 total_reward_ma:1162.40 loss:0.002878 fps:2170 +frame:2.81e+06 wall_t:1295 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:0.5862 +2026-01-08 11:13:35 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1282.57 total_reward_ma:1163.20 loss:0.002137 fps:2173 +frame:2.82e+06 wall_t:1298 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:0.6503 +2026-01-08 11:13:40 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1315.33 total_reward_ma:1163.85 loss:0.0001742 fps:2172 +frame:2.83e+06 wall_t:1303 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:0.6298 +2026-01-08 11:13:44 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1335.17 total_reward_ma:1164.89 loss:0.01637 fps:2173 +frame:2.84e+06 wall_t:1307 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:0.6789 +2026-01-08 11:13:49 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1329.60 total_reward_ma:1165.44 loss:-0.0002492 fps:2172 +frame:2.85e+06 wall_t:1312 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:0.6085 +2026-01-08 11:13:53 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1352.28 total_reward_ma:1166.11 loss:0.00973 fps:2173 +frame:2.86e+06 wall_t:1316 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:0.61 +2026-01-08 11:13:58 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1348.50 total_reward_ma:1166.81 loss:0.007872 fps:2173 +frame:2.87e+06 wall_t:1321 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:0.6636 +2026-01-08 11:14:02 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1357.95 total_reward_ma:1168.08 loss:0.0103 fps:2174 +frame:2.88e+06 wall_t:1325 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:0.5465 +2026-01-08 11:14:07 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1355.01 total_reward_ma:1169.56 loss:0.03899 fps:2175 +frame:2.89e+06 wall_t:1329 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:0.5939 +2026-01-08 11:14:11 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1319.94 total_reward_ma:1170.37 loss:-0.006228 fps:2174 +frame:2.90e+06 wall_t:1334 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:0.6481 +2026-01-08 11:14:16 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1298.73 total_reward_ma:1170.74 loss:0.001604 fps:2175 +frame:2.91e+06 wall_t:1338 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:0.5269 +2026-01-08 11:14:20 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1301.04 total_reward_ma:1171.45 loss:0.01129 fps:2174 +frame:2.92e+06 wall_t:1343 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:0.7221 +2026-01-08 11:14:24 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1241.93 total_reward_ma:1171.74 loss:0.01837 fps:2175 +frame:2.93e+06 wall_t:1347 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:0.6273 +2026-01-08 11:14:28 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1159.51 total_reward_ma:1171.56 loss:0.02611 fps:2176 +frame:2.94e+06 wall_t:1351 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:0.6106 +2026-01-08 11:14:33 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1155.84 total_reward_ma:1171.27 loss:0.009511 fps:2176 +frame:2.95e+06 wall_t:1356 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:0.6694 +2026-01-08 11:14:37 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1125.70 total_reward_ma:1171.03 loss:0.003283 fps:2176 +frame:2.96e+06 wall_t:1360 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:0.5682 +2026-01-08 11:14:42 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1149.32 total_reward_ma:1170.92 loss:0.01496 fps:2176 +frame:2.97e+06 wall_t:1365 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:0.5325 +2026-01-08 11:14:47 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1115.93 total_reward_ma:1170.55 loss:0.007232 fps:2175 +frame:2.98e+06 wall_t:1370 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:0.5684 +2026-01-08 11:14:51 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1150.58 total_reward_ma:1170.81 loss:0.009479 fps:2178 +frame:2.99e+06 wall_t:1373 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:0.5086 +2026-01-08 11:14:55 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1153.94 total_reward_ma:1171.51 loss:0.01907 fps:2177 +frame:3.00e+06 wall_t:1378 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:0.6021 +2026-01-08 11:14:59 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1166.85 total_reward_ma:1172.50 loss:0.009681 fps:2178 +frame:3.01e+06 wall_t:1382 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:0.5514 +2026-01-08 11:15:03 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1181.13 total_reward_ma:1173.71 loss:0.008541 fps:2179 +frame:3.02e+06 wall_t:1386 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:0.5863 +2026-01-08 11:15:08 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1204.65 total_reward_ma:1175.41 loss:0.0127 fps:2178 +frame:3.03e+06 wall_t:1391 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:0.62 +2026-01-08 11:15:12 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1239.09 total_reward_ma:1177.51 loss:-0.00195 fps:2179 +frame:3.04e+06 wall_t:1395 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:0.5627 +2026-01-08 11:15:17 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1244.76 total_reward_ma:1179.99 loss:0.003521 fps:2179 +frame:3.05e+06 wall_t:1400 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:0.5684 +2026-01-08 11:15:21 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1263.45 total_reward_ma:1182.79 loss:0.03362 fps:2179 +frame:3.06e+06 wall_t:1404 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:0.6884 +2026-01-08 11:15:25 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1286.34 total_reward_ma:1185.72 loss:0.01409 fps:2180 +frame:3.07e+06 wall_t:1408 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:0.5469 +2026-01-08 11:15:29 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1301.78 total_reward_ma:1188.63 loss:0.01189 fps:2181 +frame:3.08e+06 wall_t:1412 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:0.6484 +2026-01-08 11:15:33 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1315.32 total_reward_ma:1191.46 loss:0.00587 fps:2182 +frame:3.09e+06 wall_t:1416 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:0.6721 +2026-01-08 11:15:38 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1350.60 total_reward_ma:1194.46 loss:0.03532 fps:2183 +frame:3.10e+06 wall_t:1420 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:0.5907 +2026-01-08 11:15:42 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1331.28 total_reward_ma:1197.11 loss:-0.005193 fps:2182 +frame:3.11e+06 wall_t:1425 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:0.5388 +2026-01-08 11:15:46 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1312.70 total_reward_ma:1199.39 loss:0.03176 fps:2183 +frame:3.12e+06 wall_t:1429 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:0.6373 +2026-01-08 11:15:51 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1287.71 total_reward_ma:1201.01 loss:0.002557 fps:2183 +frame:3.13e+06 wall_t:1434 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:0.6541 +2026-01-08 11:15:56 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1287.71 total_reward_ma:1202.70 loss:0.004073 fps:2182 +frame:3.14e+06 wall_t:1439 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:0.578 +2026-01-08 11:16:01 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1255.37 total_reward_ma:1203.97 loss:0.004926 fps:2181 +frame:3.15e+06 wall_t:1444 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:0.6583 +2026-01-08 11:16:04 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1312.49 total_reward_ma:1205.56 loss:0.001152 fps:2184 +frame:3.16e+06 wall_t:1447 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:0.6071 +2026-01-08 11:16:09 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1293.59 total_reward_ma:1206.79 loss:0.0065 fps:2183 +frame:3.17e+06 wall_t:1452 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:0.5884 +2026-01-08 11:16:14 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1304.82 total_reward_ma:1208.15 loss:0.008899 fps:2184 +frame:3.18e+06 wall_t:1456 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:0.6539 +2026-01-08 11:16:18 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1276.78 total_reward_ma:1209.37 loss:0.002111 fps:2183 +frame:3.19e+06 wall_t:1461 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:0.5695 +2026-01-08 11:16:22 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1247.07 total_reward_ma:1210.15 loss:0.017 fps:2184 +frame:3.20e+06 wall_t:1465 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:0.5908 +2026-01-08 11:16:27 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1214.41 total_reward_ma:1210.84 loss:0.01953 fps:2184 +frame:3.21e+06 wall_t:1470 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:0.7322 +2026-01-08 11:16:32 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1219.66 total_reward_ma:1211.42 loss:0.001223 fps:2185 +frame:3.22e+06 wall_t:1474 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:0.5948 +2026-01-08 11:16:36 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1234.99 total_reward_ma:1212.36 loss:-0.003026 fps:2184 +frame:3.23e+06 wall_t:1479 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:0.6156 +2026-01-08 11:16:41 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1195.30 total_reward_ma:1213.04 loss:0.003523 fps:2185 +frame:3.24e+06 wall_t:1483 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:0.5871 +2026-01-08 11:16:44 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1204.54 total_reward_ma:1213.28 loss:0.01204 fps:2186 +frame:3.25e+06 wall_t:1487 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:0.6793 +2026-01-08 11:16:48 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1180.81 total_reward_ma:1213.26 loss:0.00585 fps:2188 +frame:3.26e+06 wall_t:1490 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:0.5579 +2026-01-08 11:16:51 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1185.64 total_reward_ma:1213.58 loss:0.005525 fps:2189 +frame:3.27e+06 wall_t:1494 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:0.5754 +2026-01-08 11:16:55 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1191.73 total_reward_ma:1213.98 loss:0.009988 fps:2190 +frame:3.28e+06 wall_t:1498 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:0.5159 +2026-01-08 11:16:58 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1181.45 total_reward_ma:1214.19 loss:0.01148 fps:2192 +frame:3.29e+06 wall_t:1501 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:0.5375 +2026-01-08 11:17:02 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1197.10 total_reward_ma:1214.46 loss:-0.003892 fps:2193 +frame:3.30e+06 wall_t:1505 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:0.5982 +2026-01-08 11:17:06 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1225.97 total_reward_ma:1215.15 loss:0.01786 fps:2194 +frame:3.31e+06 wall_t:1509 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:0.6164 +2026-01-08 11:17:09 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1258.00 total_reward_ma:1216.36 loss:0.002718 fps:2196 +frame:3.32e+06 wall_t:1512 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:0.52 +2026-01-08 11:17:13 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1268.71 total_reward_ma:1217.70 loss:0.009437 fps:2198 +frame:3.33e+06 wall_t:1515 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:0.541 +2026-01-08 11:17:16 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1273.75 total_reward_ma:1218.96 loss:0.008804 fps:2199 +frame:3.34e+06 wall_t:1519 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:0.5876 +2026-01-08 11:17:20 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1299.79 total_reward_ma:1220.46 loss:0.006625 fps:2200 +frame:3.35e+06 wall_t:1523 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:0.5992 +2026-01-08 11:17:24 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1297.69 total_reward_ma:1221.92 loss:0.01587 fps:2200 +frame:3.36e+06 wall_t:1527 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:0.5914 +2026-01-08 11:17:27 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1290.34 total_reward_ma:1223.46 loss:0.01761 fps:2203 +frame:3.37e+06 wall_t:1530 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:0.5832 +2026-01-08 11:17:31 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1315.96 total_reward_ma:1225.03 loss:0.004255 fps:2203 +frame:3.38e+06 wall_t:1534 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:0.569 +2026-01-08 11:17:35 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1295.38 total_reward_ma:1226.50 loss:0.008221 fps:2206 +frame:3.39e+06 wall_t:1537 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:0.5386 +2026-01-08 11:17:38 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1302.31 total_reward_ma:1227.83 loss:0.001216 fps:2206 +frame:3.40e+06 wall_t:1541 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:0.5368 +2026-01-08 11:17:42 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1261.99 total_reward_ma:1228.98 loss:0.008581 fps:2207 +frame:3.41e+06 wall_t:1545 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:0.6082 +2026-01-08 11:17:46 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1263.78 total_reward_ma:1229.98 loss:0.01057 fps:2208 +frame:3.42e+06 wall_t:1549 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:0.5554 +2026-01-08 11:17:51 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1248.03 total_reward_ma:1230.30 loss:0.008946 fps:2207 +frame:3.43e+06 wall_t:1554 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:0.5689 +2026-01-08 11:17:56 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1263.99 total_reward_ma:1230.55 loss:0.01036 fps:2207 +frame:3.44e+06 wall_t:1559 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:0.5314 +2026-01-08 11:18:01 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1258.53 total_reward_ma:1230.50 loss:0.0003824 fps:2206 +frame:3.45e+06 wall_t:1564 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:0.5237 +2026-01-08 11:18:06 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1258.74 total_reward_ma:1230.17 loss:0.00867 fps:2205 +frame:3.46e+06 wall_t:1569 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:0.5707 +2026-01-08 11:18:10 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1269.45 total_reward_ma:1230.23 loss:0.001777 fps:2206 +frame:3.47e+06 wall_t:1573 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:0.535 +2026-01-08 11:18:15 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1277.85 total_reward_ma:1230.52 loss:0.01667 fps:2207 +frame:3.48e+06 wall_t:1577 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:0.5011 +2026-01-08 11:18:19 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1262.31 total_reward_ma:1230.43 loss:0.0121 fps:2206 +frame:3.49e+06 wall_t:1582 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:0.5805 +2026-01-08 11:18:23 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1269.45 total_reward_ma:1230.20 loss:0.003629 fps:2207 +frame:3.50e+06 wall_t:1586 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:0.5515 +2026-01-08 11:18:28 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1274.28 total_reward_ma:1230.21 loss:0.01431 fps:2206 +frame:3.51e+06 wall_t:1591 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:0.5291 +2026-01-08 11:18:33 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1291.50 total_reward_ma:1230.63 loss:0.007518 fps:2206 +frame:3.52e+06 wall_t:1596 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:0.558 +2026-01-08 11:18:38 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1345.68 total_reward_ma:1231.63 loss:0.01771 fps:2205 +frame:3.53e+06 wall_t:1601 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:0.5006 +2026-01-08 11:18:43 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1342.11 total_reward_ma:1233.07 loss:0.01347 fps:2204 +frame:3.54e+06 wall_t:1606 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:0.5562 +2026-01-08 11:18:47 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1347.57 total_reward_ma:1234.76 loss:0.005072 fps:2205 +frame:3.55e+06 wall_t:1610 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:0.4732 +2026-01-08 11:18:51 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1319.85 total_reward_ma:1236.43 loss:0.01033 fps:2206 +frame:3.56e+06 wall_t:1614 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:0.5773 +2026-01-08 11:18:55 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1347.15 total_reward_ma:1238.48 loss:0.0001036 fps:2206 +frame:3.57e+06 wall_t:1618 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:0.5089 +2026-01-08 11:18:59 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1366.26 total_reward_ma:1240.32 loss:0.0109 fps:2209 +frame:3.58e+06 wall_t:1621 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:0.5254 +2026-01-08 11:19:02 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1355.02 total_reward_ma:1242.18 loss:0.0173 fps:2209 +frame:3.59e+06 wall_t:1625 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:0.5119 +2026-01-08 11:19:06 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1344.10 total_reward_ma:1244.04 loss:0.008962 fps:2210 +frame:3.60e+06 wall_t:1629 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:0.5355 +2026-01-08 11:19:10 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1372.03 total_reward_ma:1246.20 loss:0.01127 fps:2211 +frame:3.61e+06 wall_t:1633 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:0.5692 +2026-01-08 11:19:14 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1389.88 total_reward_ma:1248.49 loss:0.005604 fps:2211 +frame:3.62e+06 wall_t:1637 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:0.5952 +2026-01-08 11:19:18 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1371.61 total_reward_ma:1250.93 loss:0.01257 fps:2212 +frame:3.63e+06 wall_t:1641 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:0.5626 +2026-01-08 11:19:22 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1389.14 total_reward_ma:1253.57 loss:0.01195 fps:2213 +frame:3.64e+06 wall_t:1645 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:0.5465 +2026-01-08 11:19:25 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1397.33 total_reward_ma:1256.25 loss:0.008424 fps:2215 +frame:3.65e+06 wall_t:1648 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:0.5609 +2026-01-08 11:19:29 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1393.76 total_reward_ma:1258.87 loss:0.01539 fps:2215 +frame:3.66e+06 wall_t:1652 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:0.5787 +2026-01-08 11:19:32 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1384.10 total_reward_ma:1261.73 loss:-0.0002225 fps:2218 +frame:3.67e+06 wall_t:1655 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:0.6021 +2026-01-08 11:19:36 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1353.44 total_reward_ma:1264.28 loss:0.003143 fps:2218 +frame:3.68e+06 wall_t:1659 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:0.5583 +2026-01-08 11:19:39 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1352.81 total_reward_ma:1267.00 loss:0.02094 fps:2220 +frame:3.69e+06 wall_t:1662 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:0.6294 +2026-01-08 11:19:43 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1343.68 total_reward_ma:1269.72 loss:0.003356 fps:2221 +frame:3.70e+06 wall_t:1666 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:0.6104 +2026-01-08 11:19:46 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1355.86 total_reward_ma:1272.32 loss:0.01162 fps:2223 +frame:3.71e+06 wall_t:1669 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:0.5747 +2026-01-08 11:19:50 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1376.65 total_reward_ma:1274.76 loss:0.004675 fps:2224 +frame:3.72e+06 wall_t:1673 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:0.6173 +2026-01-08 11:19:53 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1356.49 total_reward_ma:1276.71 loss:0.005354 fps:2226 +frame:3.73e+06 wall_t:1676 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:0.6475 +2026-01-08 11:19:57 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1345.77 total_reward_ma:1278.45 loss:0.006129 fps:2226 +frame:3.74e+06 wall_t:1680 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:0.6337 +2026-01-08 11:20:01 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1328.03 total_reward_ma:1280.05 loss:0.01751 fps:2227 +frame:3.75e+06 wall_t:1684 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:0.6009 +2026-01-08 11:20:04 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1296.53 total_reward_ma:1281.22 loss:0.004801 fps:2229 +frame:3.76e+06 wall_t:1687 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:0.5796 +2026-01-08 11:20:07 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1272.59 total_reward_ma:1282.05 loss:0.01902 fps:2231 +frame:3.77e+06 wall_t:1690 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:0.5543 +2026-01-08 11:20:11 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1292.75 total_reward_ma:1282.62 loss:0.005494 fps:2231 +frame:3.78e+06 wall_t:1694 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:0.5663 +2026-01-08 11:20:15 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1314.80 total_reward_ma:1283.32 loss:0.00069 fps:2232 +frame:3.79e+06 wall_t:1698 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:0.6396 +2026-01-08 11:20:19 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1296.32 total_reward_ma:1283.64 loss:0.01979 fps:2234 +frame:3.80e+06 wall_t:1701 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:0.6183 +2026-01-08 11:20:22 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1336.43 total_reward_ma:1284.34 loss:0.01295 fps:2235 +frame:3.81e+06 wall_t:1705 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:0.6136 +2026-01-08 11:20:26 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1353.86 total_reward_ma:1285.05 loss:0.01289 fps:2235 +frame:3.82e+06 wall_t:1709 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:0.5879 +2026-01-08 11:20:30 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1289.60 total_reward_ma:1284.79 loss:0.007793 fps:2236 +frame:3.83e+06 wall_t:1713 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:0.6104 +2026-01-08 11:20:33 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1261.36 total_reward_ma:1284.05 loss:0.001602 fps:2238 +frame:3.84e+06 wall_t:1716 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:0.5367 +2026-01-08 11:20:37 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1239.31 total_reward_ma:1283.15 loss:0.01028 fps:2240 +frame:3.85e+06 wall_t:1719 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:0.5605 +2026-01-08 11:20:41 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1250.02 total_reward_ma:1282.13 loss:0.01916 fps:2240 +frame:3.86e+06 wall_t:1723 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:0.6965 +2026-01-08 11:20:44 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1260.73 total_reward_ma:1281.25 loss:-0.004204 fps:2241 +frame:3.87e+06 wall_t:1727 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:0.5712 +2026-01-08 11:20:47 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1257.79 total_reward_ma:1280.25 loss:0.01049 fps:2243 +frame:3.88e+06 wall_t:1730 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:0.6062 +2026-01-08 11:20:51 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1250.86 total_reward_ma:1279.21 loss:0.01822 fps:2243 +frame:3.89e+06 wall_t:1734 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:0.6693 +2026-01-08 11:20:55 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1276.06 total_reward_ma:1278.77 loss:-0.008965 fps:2244 +frame:3.90e+06 wall_t:1738 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:0.6033 +2026-01-08 11:20:59 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1274.17 total_reward_ma:1278.52 loss:0.007368 fps:2246 +frame:3.91e+06 wall_t:1741 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:0.5153 +2026-01-08 11:21:02 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1270.60 total_reward_ma:1278.22 loss:0.0009047 fps:2246 +frame:3.92e+06 wall_t:1745 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:0.581 +2026-01-08 11:21:05 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1280.89 total_reward_ma:1278.61 loss:-0.002521 fps:2248 +frame:3.93e+06 wall_t:1748 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:0.6218 +2026-01-08 11:21:09 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1301.36 total_reward_ma:1280.03 loss:0.005895 fps:2249 +frame:3.94e+06 wall_t:1752 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:0.607 +2026-01-08 11:21:13 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1355.12 total_reward_ma:1282.02 loss:-0.001125 fps:2251 +frame:3.95e+06 wall_t:1755 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:0.6265 +2026-01-08 11:21:16 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1373.50 total_reward_ma:1284.50 loss:0.00593 fps:2251 +frame:3.96e+06 wall_t:1759 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:0.5624 +2026-01-08 11:21:19 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1391.35 total_reward_ma:1286.92 loss:0.00964 fps:2253 +frame:3.97e+06 wall_t:1762 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:0.6787 +2026-01-08 11:21:23 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1406.26 total_reward_ma:1289.82 loss:0.007597 fps:2254 +frame:3.98e+06 wall_t:1766 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:0.6526 +2026-01-08 11:21:27 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1429.78 total_reward_ma:1292.61 loss:0.01801 fps:2254 +frame:3.99e+06 wall_t:1770 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:0.5603 +2026-01-08 11:21:31 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1449.73 total_reward_ma:1295.57 loss:0.007073 fps:2256 +frame:4.00e+06 wall_t:1773 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:0.6198 +2026-01-08 11:21:34 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1471.78 total_reward_ma:1298.62 loss:0.0101 fps:2257 +frame:4.01e+06 wall_t:1777 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:0.6569 +2026-01-08 11:21:37 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1461.17 total_reward_ma:1301.42 loss:0.009584 fps:2258 +frame:4.02e+06 wall_t:1780 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:0.6326 +2026-01-08 11:21:41 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1504.64 total_reward_ma:1304.42 loss:-0.002739 fps:2259 +frame:4.03e+06 wall_t:1784 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:0.5916 +2026-01-08 11:21:45 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1471.04 total_reward_ma:1306.74 loss:0.009294 fps:2261 +frame:4.04e+06 wall_t:1787 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:0.6604 +2026-01-08 11:21:48 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1463.90 total_reward_ma:1308.93 loss:0.003234 fps:2261 +frame:4.05e+06 wall_t:1791 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:0.6044 +2026-01-08 11:21:52 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1469.57 total_reward_ma:1310.99 loss:0.01334 fps:2262 +frame:4.06e+06 wall_t:1795 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:0.6104 +2026-01-08 11:21:55 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1412.87 total_reward_ma:1312.26 loss:0.01048 fps:2264 +frame:4.07e+06 wall_t:1798 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:0.655 +2026-01-08 11:21:58 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1420.64 total_reward_ma:1313.45 loss:0.02929 fps:2265 +frame:4.08e+06 wall_t:1801 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:0.6026 +2026-01-08 11:22:02 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1381.37 total_reward_ma:1314.11 loss:-0.001728 fps:2266 +frame:4.09e+06 wall_t:1805 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:0.5842 +2026-01-08 11:22:05 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1367.93 total_reward_ma:1314.28 loss:0.02397 fps:2268 +frame:4.10e+06 wall_t:1808 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:0.6764 +2026-01-08 11:22:09 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1337.27 total_reward_ma:1314.34 loss:0.01328 fps:2268 +frame:4.11e+06 wall_t:1812 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:0.5948 +2026-01-08 11:22:13 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1326.35 total_reward_ma:1314.48 loss:0.006369 fps:2270 +frame:4.12e+06 wall_t:1815 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:0.6263 +2026-01-08 11:22:16 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1355.12 total_reward_ma:1315.15 loss:0.01558 fps:2270 +frame:4.13e+06 wall_t:1819 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:0.5839 +2026-01-08 11:22:20 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1409.83 total_reward_ma:1316.37 loss:0.00117 fps:2271 +frame:4.14e+06 wall_t:1823 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:0.5648 +2026-01-08 11:22:24 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1353.76 total_reward_ma:1317.36 loss:0.00413 fps:2273 +frame:4.15e+06 wall_t:1826 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:0.5511 +2026-01-08 11:22:28 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1327.72 total_reward_ma:1317.51 loss:0.02197 fps:2273 +frame:4.16e+06 wall_t:1830 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:0.5804 +2026-01-08 11:22:31 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1383.58 total_reward_ma:1318.41 loss:0.01218 fps:2274 +frame:4.17e+06 wall_t:1834 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:0.5773 +2026-01-08 11:22:35 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1361.64 total_reward_ma:1318.98 loss:0.01153 fps:2275 +frame:4.18e+06 wall_t:1837 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:0.5699 +2026-01-08 11:22:38 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1381.80 total_reward_ma:1320.03 loss:0.01994 fps:2277 +frame:4.19e+06 wall_t:1840 t:261875 epi:nan +opt_step:65440 lr:0.0001453 clip_eps:0.1 entropy:0.6642 +2026-01-08 11:22:41 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1404.06 total_reward_ma:1321.60 loss:0.005735 fps:2278 +frame:4.20e+06 wall_t:1844 t:262500 epi:nan +opt_step:65600 lr:0.000145 clip_eps:0.1 entropy:0.5649 +2026-01-08 11:22:44 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1388.52 total_reward_ma:1323.34 loss:0.003497 fps:2279 +frame:4.21e+06 wall_t:1847 t:263125 epi:nan +opt_step:65760 lr:0.0001448 clip_eps:0.1 entropy:0.5737 +2026-01-08 11:22:48 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1429.68 total_reward_ma:1325.44 loss:0.01004 fps:2280 +frame:4.22e+06 wall_t:1851 t:263750 epi:nan +opt_step:65920 lr:0.0001445 clip_eps:0.1 entropy:0.5764 +2026-01-08 11:22:51 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1477.98 total_reward_ma:1327.87 loss:0.0094 fps:2282 +frame:4.23e+06 wall_t:1854 t:264375 epi:nan +opt_step:66080 lr:0.0001443 clip_eps:0.1 entropy:0.5363 +2026-01-08 11:22:55 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1500.76 total_reward_ma:1330.92 loss:0.004652 fps:2282 +frame:4.24e+06 wall_t:1858 t:265000 epi:nan +opt_step:66240 lr:0.000144 clip_eps:0.1 entropy:0.5835 +2026-01-08 11:22:58 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1500.97 total_reward_ma:1333.89 loss:0.008038 fps:2284 +frame:4.25e+06 wall_t:1861 t:265625 epi:nan +opt_step:66400 lr:0.0001438 clip_eps:0.1 entropy:0.5766 +2026-01-08 11:23:02 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1457.92 total_reward_ma:1336.66 loss:0.02572 fps:2285 +frame:4.26e+06 wall_t:1864 t:266250 epi:nan +opt_step:66560 lr:0.0001435 clip_eps:0.1 entropy:0.6261 +2026-01-08 11:23:05 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1437.76 total_reward_ma:1339.18 loss:0.003451 fps:2286 +frame:4.27e+06 wall_t:1868 t:266875 epi:nan +opt_step:66688 lr:0.0001433 clip_eps:0.1 entropy:0.5803 +2026-01-08 11:23:09 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1477.97 total_reward_ma:1342.04 loss:0.009204 fps:2286 +frame:4.28e+06 wall_t:1872 t:267500 epi:nan +opt_step:66848 lr:0.000143 clip_eps:0.1 entropy:0.5481 +2026-01-08 11:23:13 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1481.96 total_reward_ma:1345.05 loss:0.01494 fps:2287 +frame:4.29e+06 wall_t:1876 t:268125 epi:nan +opt_step:67008 lr:0.0001428 clip_eps:0.1 entropy:0.6085 +2026-01-08 11:23:16 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1441.43 total_reward_ma:1347.49 loss:0.001474 fps:2288 +frame:4.30e+06 wall_t:1879 t:268750 epi:nan +opt_step:67168 lr:0.0001425 clip_eps:0.1 entropy:0.5826 +2026-01-08 11:23:20 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1512.83 total_reward_ma:1350.36 loss:0.002814 fps:2289 +frame:4.31e+06 wall_t:1883 t:269375 epi:nan +opt_step:67328 lr:0.0001423 clip_eps:0.1 entropy:0.5617 +2026-01-08 11:23:23 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1544.33 total_reward_ma:1353.22 loss:0.01085 fps:2291 +frame:4.32e+06 wall_t:1886 t:270000 epi:nan +opt_step:67488 lr:0.000142 clip_eps:0.1 entropy:0.5727 +2026-01-08 11:23:27 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1511.99 total_reward_ma:1355.65 loss:0.001001 fps:2291 +frame:4.33e+06 wall_t:1890 t:270625 epi:nan +opt_step:67648 lr:0.0001418 clip_eps:0.1 entropy:0.5247 +2026-01-08 11:23:30 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1546.22 total_reward_ma:1358.38 loss:0.006155 fps:2293 +frame:4.34e+06 wall_t:1893 t:271250 epi:nan +opt_step:67808 lr:0.0001415 clip_eps:0.1 entropy:0.5743 +2026-01-08 11:23:34 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1473.35 total_reward_ma:1360.11 loss:0.03191 fps:2294 +frame:4.35e+06 wall_t:1896 t:271875 epi:nan +opt_step:67968 lr:0.0001413 clip_eps:0.1 entropy:0.5902 +2026-01-08 11:23:37 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1439.96 total_reward_ma:1361.54 loss:0.01163 fps:2295 +frame:4.36e+06 wall_t:1900 t:272500 epi:nan +opt_step:68096 lr:0.000141 clip_eps:0.1 entropy:0.5305 +2026-01-08 11:23:41 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1416.34 total_reward_ma:1362.80 loss:0.01296 fps:2295 +frame:4.37e+06 wall_t:1904 t:273125 epi:nan +opt_step:68256 lr:0.0001408 clip_eps:0.1 entropy:0.6148 +2026-01-08 11:23:44 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1413.40 total_reward_ma:1363.77 loss:0.01046 fps:2297 +frame:4.38e+06 wall_t:1907 t:273750 epi:nan +opt_step:68416 lr:0.0001405 clip_eps:0.1 entropy:0.5699 +2026-01-08 11:23:47 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1457.08 total_reward_ma:1365.39 loss:0.01011 fps:2298 +frame:4.39e+06 wall_t:1910 t:274375 epi:nan +opt_step:68576 lr:0.0001403 clip_eps:0.1 entropy:0.563 +2026-01-08 11:23:51 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1448.37 total_reward_ma:1366.85 loss:0.019 fps:2299 +frame:4.40e+06 wall_t:1914 t:275000 epi:nan +opt_step:68736 lr:0.00014 clip_eps:0.1 entropy:0.6077 +2026-01-08 11:23:54 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1438.71 total_reward_ma:1368.62 loss:0.01475 fps:2300 +frame:4.41e+06 wall_t:1917 t:275625 epi:nan +opt_step:68896 lr:0.0001398 clip_eps:0.1 entropy:0.5583 +2026-01-08 11:23:58 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1420.44 total_reward_ma:1370.18 loss:0.0121 fps:2301 +frame:4.42e+06 wall_t:1921 t:276250 epi:nan +opt_step:69056 lr:0.0001395 clip_eps:0.1 entropy:0.6063 +2026-01-08 11:24:02 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1373.61 total_reward_ma:1371.44 loss:0.02665 fps:2302 +frame:4.43e+06 wall_t:1924 t:276875 epi:nan +opt_step:69216 lr:0.0001393 clip_eps:0.1 entropy:0.5798 +2026-01-08 11:24:05 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1356.80 total_reward_ma:1372.37 loss:0.003053 fps:2304 +frame:4.44e+06 wall_t:1927 t:277500 epi:nan +opt_step:69344 lr:0.000139 clip_eps:0.1 entropy:0.5186 +2026-01-08 11:24:08 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1359.95 total_reward_ma:1373.38 loss:0.02256 fps:2305 +frame:4.45e+06 wall_t:1931 t:278125 epi:nan +opt_step:69504 lr:0.0001388 clip_eps:0.1 entropy:0.584 +2026-01-08 11:24:12 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1328.24 total_reward_ma:1374.08 loss:0.0202 fps:2305 +frame:4.46e+06 wall_t:1935 t:278750 epi:nan +opt_step:69664 lr:0.0001385 clip_eps:0.1 entropy:0.5943 +2026-01-08 11:24:16 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1320.05 total_reward_ma:1374.58 loss:0.0002542 fps:2307 +frame:4.47e+06 wall_t:1938 t:279375 epi:nan +opt_step:69824 lr:0.0001383 clip_eps:0.1 entropy:0.4921 +2026-01-08 11:24:20 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1375.90 total_reward_ma:1375.56 loss:-0.002763 fps:2307 +frame:4.48e+06 wall_t:1942 t:280000 epi:nan +opt_step:69984 lr:0.000138 clip_eps:0.1 entropy:0.5459 +2026-01-08 11:24:23 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1374.11 total_reward_ma:1376.68 loss:0.004753 fps:2307 +frame:4.49e+06 wall_t:1946 t:280625 epi:nan +opt_step:70144 lr:0.0001378 clip_eps:0.1 entropy:0.5414 +2026-01-08 11:24:27 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1377.89 total_reward_ma:1377.76 loss:0.009501 fps:2309 +frame:4.50e+06 wall_t:1949 t:281250 epi:nan +opt_step:70304 lr:0.0001375 clip_eps:0.1 entropy:0.6087 +2026-01-08 11:24:30 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1388.49 total_reward_ma:1378.91 loss:-0.008572 fps:2309 +frame:4.51e+06 wall_t:1953 t:281875 epi:nan +opt_step:70464 lr:0.0001373 clip_eps:0.1 entropy:0.5139 +2026-01-08 11:24:34 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1391.43 total_reward_ma:1379.91 loss:-0.00194 fps:2310 +frame:4.52e+06 wall_t:1957 t:282500 epi:nan +opt_step:70624 lr:0.000137 clip_eps:0.1 entropy:0.5677 +2026-01-08 11:24:37 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1419.57 total_reward_ma:1380.64 loss:0.008847 fps:2311 +frame:4.53e+06 wall_t:1960 t:283125 epi:nan +opt_step:70752 lr:0.0001368 clip_eps:0.1 entropy:0.5688 +2026-01-08 11:24:40 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1435.32 total_reward_ma:1381.58 loss:0.01232 fps:2313 +frame:4.54e+06 wall_t:1963 t:283750 epi:nan +opt_step:70912 lr:0.0001365 clip_eps:0.1 entropy:0.5596 +2026-01-08 11:24:44 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1478.37 total_reward_ma:1382.88 loss:0.004919 fps:2313 +frame:4.55e+06 wall_t:1967 t:284375 epi:nan +opt_step:71072 lr:0.0001363 clip_eps:0.1 entropy:0.5596 +2026-01-08 11:24:47 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1484.99 total_reward_ma:1384.54 loss:-0.001806 fps:2315 +frame:4.56e+06 wall_t:1970 t:285000 epi:nan +opt_step:71232 lr:0.000136 clip_eps:0.1 entropy:0.5273 +2026-01-08 11:24:50 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1532.66 total_reward_ma:1386.39 loss:0.0004247 fps:2316 +frame:4.57e+06 wall_t:1973 t:285625 epi:nan +opt_step:71392 lr:0.0001358 clip_eps:0.1 entropy:0.4914 +2026-01-08 11:24:54 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1481.42 total_reward_ma:1387.54 loss:0.01887 fps:2317 +frame:4.58e+06 wall_t:1977 t:286250 epi:nan +opt_step:71552 lr:0.0001355 clip_eps:0.1 entropy:0.5419 +2026-01-08 11:24:58 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1536.65 total_reward_ma:1389.36 loss:0.005754 fps:2317 +frame:4.59e+06 wall_t:1981 t:286875 epi:nan +opt_step:71712 lr:0.0001353 clip_eps:0.1 entropy:0.4794 +2026-01-08 11:25:03 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1507.46 total_reward_ma:1390.99 loss:0.01771 fps:2316 +frame:4.60e+06 wall_t:1986 t:287500 epi:nan +opt_step:71872 lr:0.000135 clip_eps:0.1 entropy:0.5539 +2026-01-08 11:25:08 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1469.88 total_reward_ma:1391.97 loss:-0.001398 fps:2317 +frame:4.61e+06 wall_t:1990 t:288125 epi:nan +opt_step:72000 lr:0.0001348 clip_eps:0.1 entropy:0.5625 +2026-01-08 11:25:12 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1444.26 total_reward_ma:1392.52 loss:0.009579 fps:2316 +frame:4.62e+06 wall_t:1995 t:288750 epi:nan +opt_step:72160 lr:0.0001345 clip_eps:0.1 entropy:0.5085 +2026-01-08 11:25:16 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1404.05 total_reward_ma:1392.84 loss:0.01947 fps:2316 +frame:4.63e+06 wall_t:1999 t:289375 epi:nan +opt_step:72320 lr:0.0001343 clip_eps:0.1 entropy:0.4871 +2026-01-08 11:25:20 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1400.48 total_reward_ma:1392.95 loss:0.01637 fps:2317 +frame:4.64e+06 wall_t:2003 t:290000 epi:nan +opt_step:72480 lr:0.000134 clip_eps:0.1 entropy:0.505 +2026-01-08 11:25:25 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1424.84 total_reward_ma:1393.23 loss:0.02021 fps:2316 +frame:4.65e+06 wall_t:2008 t:290625 epi:nan +opt_step:72640 lr:0.0001338 clip_eps:0.1 entropy:0.5242 +2026-01-08 11:25:30 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1411.08 total_reward_ma:1393.40 loss:0.004231 fps:2316 +frame:4.66e+06 wall_t:2012 t:291250 epi:nan +opt_step:72800 lr:0.0001335 clip_eps:0.1 entropy:0.4301 +2026-01-08 11:25:35 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1403.52 total_reward_ma:1393.60 loss:0.02312 fps:2315 +frame:4.67e+06 wall_t:2017 t:291875 epi:nan +opt_step:72960 lr:0.0001333 clip_eps:0.1 entropy:0.4868 +2026-01-08 11:25:39 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1383.36 total_reward_ma:1393.89 loss:0.01953 fps:2315 +frame:4.68e+06 wall_t:2022 t:292500 epi:nan +opt_step:73120 lr:0.000133 clip_eps:0.1 entropy:0.5852 +2026-01-08 11:25:44 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1399.32 total_reward_ma:1394.36 loss:0.003445 fps:2314 +frame:4.69e+06 wall_t:2027 t:293125 epi:nan +opt_step:73280 lr:0.0001328 clip_eps:0.1 entropy:0.5807 +2026-01-08 11:25:48 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1407.51 total_reward_ma:1395.00 loss:0.0007636 fps:2314 +frame:4.70e+06 wall_t:2031 t:293750 epi:nan +opt_step:73408 lr:0.0001325 clip_eps:0.1 entropy:0.538 +2026-01-08 11:25:53 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1474.50 total_reward_ma:1396.18 loss:0.02355 fps:2313 +frame:4.71e+06 wall_t:2036 t:294375 epi:nan +opt_step:73568 lr:0.0001323 clip_eps:0.1 entropy:0.5488 +2026-01-08 11:25:58 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1482.69 total_reward_ma:1397.24 loss:0.0248 fps:2314 +frame:4.72e+06 wall_t:2040 t:295000 epi:nan +opt_step:73728 lr:0.000132 clip_eps:0.1 entropy:0.5438 +2026-01-08 11:26:03 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1477.86 total_reward_ma:1398.46 loss:0.002944 fps:2312 +frame:4.73e+06 wall_t:2046 t:295625 epi:nan +opt_step:73888 lr:0.0001318 clip_eps:0.1 entropy:0.5231 +2026-01-08 11:26:08 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1507.47 total_reward_ma:1400.08 loss:0.01477 fps:2312 +frame:4.74e+06 wall_t:2050 t:296250 epi:nan +opt_step:74048 lr:0.0001315 clip_eps:0.1 entropy:0.5811 +2026-01-08 11:26:12 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1542.75 total_reward_ma:1402.22 loss:0.003078 fps:2311 +frame:4.75e+06 wall_t:2055 t:296875 epi:nan +opt_step:74208 lr:0.0001313 clip_eps:0.1 entropy:0.6021 +2026-01-08 11:26:16 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1590.63 total_reward_ma:1405.16 loss:0.01326 fps:2312 +frame:4.76e+06 wall_t:2059 t:297500 epi:nan +opt_step:74368 lr:0.000131 clip_eps:0.1 entropy:0.6087 +2026-01-08 11:26:21 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1600.18 total_reward_ma:1408.44 loss:0.00692 fps:2311 +frame:4.77e+06 wall_t:2064 t:298125 epi:nan +opt_step:74528 lr:0.0001308 clip_eps:0.1 entropy:0.5003 +2026-01-08 11:26:26 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1590.51 total_reward_ma:1411.42 loss:0.01275 fps:2311 +frame:4.78e+06 wall_t:2068 t:298750 epi:nan +opt_step:74656 lr:0.0001306 clip_eps:0.1 entropy:0.5907 +2026-01-08 11:26:30 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1592.82 total_reward_ma:1414.20 loss:0.03043 fps:2311 +frame:4.79e+06 wall_t:2073 t:299375 epi:nan +opt_step:74816 lr:0.0001303 clip_eps:0.1 entropy:0.4984 +2026-01-08 11:26:35 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1629.05 total_reward_ma:1417.52 loss:-0.008143 fps:2310 +frame:4.80e+06 wall_t:2078 t:300000 epi:nan +opt_step:74976 lr:0.00013 clip_eps:0.1 entropy:0.5021 +2026-01-08 11:26:40 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1618.24 total_reward_ma:1420.34 loss:0.01217 fps:2309 +frame:4.81e+06 wall_t:2083 t:300625 epi:nan +opt_step:75136 lr:0.0001298 clip_eps:0.1 entropy:0.5188 +2026-01-08 11:26:45 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1616.03 total_reward_ma:1422.96 loss:0.0201 fps:2308 +frame:4.82e+06 wall_t:2088 t:301250 epi:nan +opt_step:75296 lr:0.0001295 clip_eps:0.1 entropy:0.6016 +2026-01-08 11:26:50 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1613.71 total_reward_ma:1426.21 loss:0.02109 fps:2308 +frame:4.83e+06 wall_t:2093 t:301875 epi:nan +opt_step:75456 lr:0.0001293 clip_eps:0.1 entropy:0.5346 +2026-01-08 11:26:54 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1521.20 total_reward_ma:1428.80 loss:0.009749 fps:2308 +frame:4.84e+06 wall_t:2097 t:302500 epi:nan +opt_step:75616 lr:0.000129 clip_eps:0.1 entropy:0.5267 +2026-01-08 11:26:59 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1526.87 total_reward_ma:1431.68 loss:0.01275 fps:2307 +frame:4.85e+06 wall_t:2102 t:303125 epi:nan +opt_step:75776 lr:0.0001288 clip_eps:0.1 entropy:0.4571 +2026-01-08 11:27:03 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1548.29 total_reward_ma:1434.66 loss:0.02851 fps:2308 +frame:4.86e+06 wall_t:2106 t:303750 epi:nan +opt_step:75936 lr:0.0001285 clip_eps:0.1 entropy:0.5676 +2026-01-08 11:27:08 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1578.53 total_reward_ma:1437.84 loss:0.02608 fps:2308 +frame:4.87e+06 wall_t:2110 t:304375 epi:nan +opt_step:76064 lr:0.0001283 clip_eps:0.1 entropy:0.5635 +2026-01-08 11:27:12 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1587.56 total_reward_ma:1441.14 loss:0.02009 fps:2307 +frame:4.88e+06 wall_t:2115 t:305000 epi:nan +opt_step:76224 lr:0.000128 clip_eps:0.1 entropy:0.4987 +2026-01-08 11:27:17 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1531.39 total_reward_ma:1443.94 loss:0.02605 fps:2307 +frame:4.89e+06 wall_t:2120 t:305625 epi:nan +opt_step:76384 lr:0.0001278 clip_eps:0.1 entropy:0.5337 +2026-01-08 11:27:22 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1530.03 total_reward_ma:1446.48 loss:0.007746 fps:2307 +frame:4.90e+06 wall_t:2124 t:306250 epi:nan +opt_step:76544 lr:0.0001275 clip_eps:0.1 entropy:0.5033 +2026-01-08 11:27:26 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1455.06 total_reward_ma:1448.29 loss:0.0167 fps:2306 +frame:4.91e+06 wall_t:2129 t:306875 epi:nan +opt_step:76704 lr:0.0001273 clip_eps:0.1 entropy:0.5378 +2026-01-08 11:27:31 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1444.76 total_reward_ma:1450.03 loss:0.01558 fps:2306 +frame:4.92e+06 wall_t:2134 t:307500 epi:nan +opt_step:76864 lr:0.000127 clip_eps:0.1 entropy:0.5693 +2026-01-08 11:27:35 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1399.92 total_reward_ma:1451.22 loss:0.01759 fps:2306 +frame:4.93e+06 wall_t:2138 t:308125 epi:nan +opt_step:77024 lr:0.0001268 clip_eps:0.1 entropy:0.4992 +2026-01-08 11:27:41 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1396.77 total_reward_ma:1452.18 loss:0.01398 fps:2305 +frame:4.94e+06 wall_t:2143 t:308750 epi:nan +opt_step:77184 lr:0.0001265 clip_eps:0.1 entropy:0.5783 +2026-01-08 11:27:45 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1400.66 total_reward_ma:1452.63 loss:-0.005659 fps:2304 +frame:4.95e+06 wall_t:2148 t:309375 epi:nan +opt_step:77312 lr:0.0001263 clip_eps:0.1 entropy:0.5495 +2026-01-08 11:27:50 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1440.35 total_reward_ma:1453.30 loss:0.01152 fps:2304 +frame:4.96e+06 wall_t:2153 t:310000 epi:nan +opt_step:77472 lr:0.000126 clip_eps:0.1 entropy:0.5893 +2026-01-08 11:27:55 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1458.83 total_reward_ma:1453.98 loss:0.01886 fps:2303 +frame:4.97e+06 wall_t:2158 t:310625 epi:nan +opt_step:77632 lr:0.0001258 clip_eps:0.1 entropy:0.5468 +2026-01-08 11:28:00 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1478.03 total_reward_ma:1454.69 loss:-0.001474 fps:2302 +frame:4.98e+06 wall_t:2163 t:311250 epi:nan +opt_step:77792 lr:0.0001255 clip_eps:0.1 entropy:0.6042 +2026-01-08 11:28:04 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1485.69 total_reward_ma:1455.25 loss:0.01488 fps:2303 +frame:4.99e+06 wall_t:2167 t:311875 epi:nan +opt_step:77952 lr:0.0001253 clip_eps:0.1 entropy:0.5573 +2026-01-08 11:28:09 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1479.38 total_reward_ma:1455.55 loss:0.01568 fps:2302 +frame:5.00e+06 wall_t:2172 t:312500 epi:nan +opt_step:78112 lr:0.000125 clip_eps:0.1 entropy:0.6218 +2026-01-08 11:28:13 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1486.92 total_reward_ma:1455.70 loss:0.01582 fps:2302 +frame:5.01e+06 wall_t:2176 t:313125 epi:nan +opt_step:78272 lr:0.0001248 clip_eps:0.1 entropy:0.5696 +2026-01-08 11:28:18 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1518.61 total_reward_ma:1456.28 loss:0.007221 fps:2302 +frame:5.02e+06 wall_t:2181 t:313750 epi:nan +opt_step:78432 lr:0.0001245 clip_eps:0.1 entropy:0.6102 +2026-01-08 11:28:23 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1523.32 total_reward_ma:1456.46 loss:0.0224 fps:2301 +frame:5.03e+06 wall_t:2186 t:314375 epi:nan +opt_step:78592 lr:0.0001243 clip_eps:0.1 entropy:0.5765 +2026-01-08 11:28:28 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1524.78 total_reward_ma:1457.00 loss:0.01236 fps:2301 +frame:5.04e+06 wall_t:2190 t:315000 epi:nan +opt_step:78720 lr:0.000124 clip_eps:0.1 entropy:0.53 +2026-01-08 11:28:33 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1550.71 total_reward_ma:1457.87 loss:0.01393 fps:2300 +frame:5.05e+06 wall_t:2196 t:315625 epi:nan +opt_step:78880 lr:0.0001238 clip_eps:0.1 entropy:0.477 +2026-01-08 11:28:38 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1597.23 total_reward_ma:1459.14 loss:0.01016 fps:2299 +frame:5.06e+06 wall_t:2201 t:316250 epi:nan +opt_step:79040 lr:0.0001235 clip_eps:0.1 entropy:0.5667 +2026-01-08 11:28:43 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1572.00 total_reward_ma:1460.74 loss:0.01259 fps:2298 +frame:5.07e+06 wall_t:2206 t:316875 epi:nan +opt_step:79200 lr:0.0001233 clip_eps:0.1 entropy:0.5153 +2026-01-08 11:28:47 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1545.75 total_reward_ma:1461.99 loss:0.008455 fps:2299 +frame:5.08e+06 wall_t:2210 t:317500 epi:nan +opt_step:79360 lr:0.000123 clip_eps:0.1 entropy:0.601 +2026-01-08 11:28:52 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1590.79 total_reward_ma:1464.08 loss:-0.001886 fps:2298 +frame:5.09e+06 wall_t:2215 t:318125 epi:nan +opt_step:79520 lr:0.0001228 clip_eps:0.1 entropy:0.5068 +2026-01-08 11:28:57 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1598.35 total_reward_ma:1466.39 loss:0.01771 fps:2298 +frame:5.10e+06 wall_t:2219 t:318750 epi:nan +opt_step:79680 lr:0.0001225 clip_eps:0.1 entropy:0.5729 +2026-01-08 11:29:01 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1644.22 total_reward_ma:1469.45 loss:0.006769 fps:2298 +frame:5.11e+06 wall_t:2224 t:319375 epi:nan +opt_step:79840 lr:0.0001223 clip_eps:0.1 entropy:0.5351 +2026-01-08 11:29:06 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1615.87 total_reward_ma:1472.35 loss:0.01649 fps:2297 +frame:5.12e+06 wall_t:2229 t:320000 epi:nan +opt_step:80000 lr:0.000122 clip_eps:0.1 entropy:0.5283 +2026-01-08 11:29:10 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1634.35 total_reward_ma:1475.14 loss:0.01591 fps:2297 +frame:5.13e+06 wall_t:2233 t:320625 epi:nan +opt_step:80128 lr:0.0001218 clip_eps:0.1 entropy:0.5277 +2026-01-08 11:29:15 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1668.15 total_reward_ma:1477.73 loss:0.01804 fps:2297 +frame:5.14e+06 wall_t:2238 t:321250 epi:nan +opt_step:80288 lr:0.0001215 clip_eps:0.1 entropy:0.5232 +2026-01-08 11:29:20 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1722.12 total_reward_ma:1481.41 loss:0.01871 fps:2297 +frame:5.15e+06 wall_t:2242 t:321875 epi:nan +opt_step:80448 lr:0.0001213 clip_eps:0.1 entropy:0.6 +2026-01-08 11:29:24 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1736.61 total_reward_ma:1485.50 loss:0.01502 fps:2296 +frame:5.16e+06 wall_t:2247 t:322500 epi:nan +opt_step:80608 lr:0.000121 clip_eps:0.1 entropy:0.5123 +2026-01-08 11:29:29 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1721.07 total_reward_ma:1488.87 loss:0.007077 fps:2297 +frame:5.17e+06 wall_t:2251 t:323125 epi:nan +opt_step:80768 lr:0.0001208 clip_eps:0.1 entropy:0.5857 +2026-01-08 11:29:33 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1745.33 total_reward_ma:1492.71 loss:0.02084 fps:2296 +frame:5.18e+06 wall_t:2256 t:323750 epi:nan +opt_step:80928 lr:0.0001205 clip_eps:0.1 entropy:0.5545 +2026-01-08 11:29:37 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1793.10 total_reward_ma:1496.82 loss:0.01015 fps:2296 +frame:5.19e+06 wall_t:2260 t:324375 epi:nan +opt_step:81088 lr:0.0001203 clip_eps:0.1 entropy:0.5689 +2026-01-08 11:29:42 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1747.64 total_reward_ma:1500.26 loss:0.01155 fps:2296 +frame:5.20e+06 wall_t:2265 t:325000 epi:nan +opt_step:81248 lr:0.00012 clip_eps:0.1 entropy:0.594 +2026-01-08 11:29:46 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1719.05 total_reward_ma:1503.56 loss:0.006892 fps:2296 +frame:5.21e+06 wall_t:2269 t:325625 epi:nan +opt_step:81376 lr:0.0001198 clip_eps:0.1 entropy:0.5415 +2026-01-08 11:29:51 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1762.62 total_reward_ma:1506.89 loss:0.01646 fps:2296 +frame:5.22e+06 wall_t:2274 t:326250 epi:nan +opt_step:81536 lr:0.0001195 clip_eps:0.1 entropy:0.5442 +2026-01-08 11:29:55 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1714.95 total_reward_ma:1509.26 loss:0.009986 fps:2296 +frame:5.23e+06 wall_t:2278 t:326875 epi:nan +opt_step:81696 lr:0.0001193 clip_eps:0.1 entropy:0.5756 +2026-01-08 11:30:00 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1716.94 total_reward_ma:1511.42 loss:0.01408 fps:2295 +frame:5.24e+06 wall_t:2283 t:327500 epi:nan +opt_step:81856 lr:0.000119 clip_eps:0.1 entropy:0.584 +2026-01-08 11:30:05 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1689.39 total_reward_ma:1513.31 loss:0.004076 fps:2295 +frame:5.25e+06 wall_t:2288 t:328125 epi:nan +opt_step:82016 lr:0.0001188 clip_eps:0.1 entropy:0.555 +2026-01-08 11:30:10 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1683.20 total_reward_ma:1515.56 loss:0.04312 fps:2294 +frame:5.26e+06 wall_t:2293 t:328750 epi:nan +opt_step:82176 lr:0.0001185 clip_eps:0.1 entropy:0.5885 +2026-01-08 11:30:14 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1718.78 total_reward_ma:1518.37 loss:0.007119 fps:2294 +frame:5.27e+06 wall_t:2297 t:329375 epi:nan +opt_step:82336 lr:0.0001183 clip_eps:0.1 entropy:0.4884 +2026-01-08 11:30:19 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1652.09 total_reward_ma:1520.11 loss:0.01053 fps:2294 +frame:5.28e+06 wall_t:2302 t:330000 epi:nan +opt_step:82496 lr:0.000118 clip_eps:0.1 entropy:0.5411 +2026-01-08 11:30:24 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1656.17 total_reward_ma:1521.86 loss:0.01534 fps:2294 +frame:5.29e+06 wall_t:2306 t:330625 epi:nan +opt_step:82656 lr:0.0001178 clip_eps:0.1 entropy:0.5454 +2026-01-08 11:30:28 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1658.80 total_reward_ma:1524.03 loss:0.004627 fps:2293 +frame:5.30e+06 wall_t:2311 t:331250 epi:nan +opt_step:82784 lr:0.0001175 clip_eps:0.1 entropy:0.6261 +2026-01-08 11:30:33 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1711.05 total_reward_ma:1526.01 loss:0.004082 fps:2293 +frame:5.31e+06 wall_t:2316 t:331875 epi:nan +opt_step:82944 lr:0.0001173 clip_eps:0.1 entropy:0.5695 +2026-01-08 11:30:37 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1709.23 total_reward_ma:1527.66 loss:0.01017 fps:2293 +frame:5.32e+06 wall_t:2320 t:332500 epi:nan +opt_step:83104 lr:0.000117 clip_eps:0.1 entropy:0.5981 +2026-01-08 11:30:42 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1777.96 total_reward_ma:1530.32 loss:-0.001934 fps:2292 +frame:5.33e+06 wall_t:2325 t:333125 epi:nan +opt_step:83264 lr:0.0001168 clip_eps:0.1 entropy:0.5813 +2026-01-08 11:30:47 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1795.15 total_reward_ma:1532.81 loss:0.02967 fps:2293 +frame:5.34e+06 wall_t:2329 t:333750 epi:nan +opt_step:83424 lr:0.0001165 clip_eps:0.1 entropy:0.6535 +2026-01-08 11:30:51 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1823.46 total_reward_ma:1536.31 loss:0.01054 fps:2292 +frame:5.35e+06 wall_t:2334 t:334375 epi:nan +opt_step:83584 lr:0.0001163 clip_eps:0.1 entropy:0.5411 +2026-01-08 11:30:56 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1835.84 total_reward_ma:1540.27 loss:0.008766 fps:2292 +frame:5.36e+06 wall_t:2339 t:335000 epi:nan +opt_step:83744 lr:0.000116 clip_eps:0.1 entropy:0.6251 +2026-01-08 11:31:01 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1855.37 total_reward_ma:1544.66 loss:0.0008342 fps:2291 +frame:5.37e+06 wall_t:2344 t:335625 epi:nan +opt_step:83904 lr:0.0001158 clip_eps:0.1 entropy:0.5122 +2026-01-08 11:31:05 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1863.23 total_reward_ma:1549.16 loss:0.004678 fps:2291 +frame:5.38e+06 wall_t:2348 t:336250 epi:nan +opt_step:84032 lr:0.0001155 clip_eps:0.1 entropy:0.4984 +2026-01-08 11:31:10 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1893.23 total_reward_ma:1553.52 loss:0.01656 fps:2291 +frame:5.39e+06 wall_t:2353 t:336875 epi:nan +opt_step:84192 lr:0.0001153 clip_eps:0.1 entropy:0.5748 +2026-01-08 11:31:15 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1922.18 total_reward_ma:1558.26 loss:0.01 fps:2290 +frame:5.40e+06 wall_t:2358 t:337500 epi:nan +opt_step:84352 lr:0.000115 clip_eps:0.1 entropy:0.5474 +2026-01-08 11:31:20 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1946.52 total_reward_ma:1563.34 loss:0.002601 fps:2289 +frame:5.41e+06 wall_t:2363 t:338125 epi:nan +opt_step:84512 lr:0.0001148 clip_eps:0.1 entropy:0.5723 +2026-01-08 11:31:25 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1914.71 total_reward_ma:1568.28 loss:0.01916 fps:2289 +frame:5.42e+06 wall_t:2368 t:338750 epi:nan +opt_step:84672 lr:0.0001145 clip_eps:0.1 entropy:0.625 +2026-01-08 11:31:30 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1938.23 total_reward_ma:1573.92 loss:0.02083 fps:2288 +frame:5.43e+06 wall_t:2373 t:339375 epi:nan +opt_step:84832 lr:0.0001143 clip_eps:0.1 entropy:0.5696 +2026-01-08 11:31:35 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1974.21 total_reward_ma:1580.10 loss:0.01976 fps:2289 +frame:5.44e+06 wall_t:2377 t:340000 epi:nan +opt_step:84992 lr:0.000114 clip_eps:0.1 entropy:0.6033 +2026-01-08 11:31:39 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1975.37 total_reward_ma:1586.25 loss:0.007844 fps:2288 +frame:5.45e+06 wall_t:2382 t:340625 epi:nan +opt_step:85152 lr:0.0001138 clip_eps:0.1 entropy:0.555 +2026-01-08 11:31:44 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1927.89 total_reward_ma:1592.25 loss:0.007871 fps:2287 +frame:5.46e+06 wall_t:2387 t:341250 epi:nan +opt_step:85312 lr:0.0001135 clip_eps:0.1 entropy:0.5427 +2026-01-08 11:31:48 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1919.70 total_reward_ma:1598.25 loss:0.01105 fps:2288 +frame:5.47e+06 wall_t:2391 t:341875 epi:nan +opt_step:85440 lr:0.0001133 clip_eps:0.1 entropy:0.575 +2026-01-08 11:31:52 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1949.76 total_reward_ma:1603.98 loss:0.002964 fps:2288 +frame:5.48e+06 wall_t:2395 t:342500 epi:nan +opt_step:85600 lr:0.000113 clip_eps:0.1 entropy:0.5632 +2026-01-08 11:31:56 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1977.06 total_reward_ma:1610.01 loss:0.008754 fps:2288 +frame:5.49e+06 wall_t:2399 t:343125 epi:nan +opt_step:85760 lr:0.0001128 clip_eps:0.1 entropy:0.5546 +2026-01-08 11:32:01 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1961.85 total_reward_ma:1615.85 loss:0.03763 fps:2288 +frame:5.50e+06 wall_t:2404 t:343750 epi:nan +opt_step:85920 lr:0.0001125 clip_eps:0.1 entropy:0.4584 +2026-01-08 11:32:06 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1961.22 total_reward_ma:1621.58 loss:0.02993 fps:2287 +frame:5.51e+06 wall_t:2409 t:344375 epi:nan +opt_step:86080 lr:0.0001123 clip_eps:0.1 entropy:0.5485 +2026-01-08 11:32:10 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1978.94 total_reward_ma:1627.46 loss:0.02731 fps:2288 +frame:5.52e+06 wall_t:2413 t:345000 epi:nan +opt_step:86240 lr:0.000112 clip_eps:0.1 entropy:0.4978 +2026-01-08 11:32:15 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1954.39 total_reward_ma:1632.80 loss:0.01393 fps:2287 +frame:5.53e+06 wall_t:2418 t:345625 epi:nan +opt_step:86400 lr:0.0001118 clip_eps:0.1 entropy:0.5248 +2026-01-08 11:32:20 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1976.72 total_reward_ma:1638.22 loss:0.03764 fps:2286 +frame:5.54e+06 wall_t:2423 t:346250 epi:nan +opt_step:86560 lr:0.0001115 clip_eps:0.1 entropy:0.5051 +2026-01-08 11:32:24 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1993.23 total_reward_ma:1643.37 loss:0.01903 fps:2287 +frame:5.55e+06 wall_t:2427 t:346875 epi:nan +opt_step:86688 lr:0.0001113 clip_eps:0.1 entropy:0.4987 +2026-01-08 11:32:29 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2006.06 total_reward_ma:1648.58 loss:0.02887 fps:2286 +frame:5.56e+06 wall_t:2432 t:347500 epi:nan +opt_step:86848 lr:0.000111 clip_eps:0.1 entropy:0.5949 +2026-01-08 11:32:34 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1981.30 total_reward_ma:1653.06 loss:0.01255 fps:2286 +frame:5.57e+06 wall_t:2437 t:348125 epi:nan +opt_step:87008 lr:0.0001108 clip_eps:0.1 entropy:0.5201 +2026-01-08 11:32:39 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1971.74 total_reward_ma:1657.97 loss:0.02699 fps:2286 +frame:5.58e+06 wall_t:2441 t:348750 epi:nan +opt_step:87168 lr:0.0001105 clip_eps:0.1 entropy:0.5185 +2026-01-08 11:32:43 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1944.33 total_reward_ma:1662.04 loss:0.0185 fps:2285 +frame:5.59e+06 wall_t:2446 t:349375 epi:nan +opt_step:87328 lr:0.0001103 clip_eps:0.1 entropy:0.5225 +2026-01-08 11:32:48 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1968.77 total_reward_ma:1666.66 loss:0.02151 fps:2286 +frame:5.60e+06 wall_t:2450 t:350000 epi:nan +opt_step:87488 lr:0.00011 clip_eps:0.1 entropy:0.5512 +2026-01-08 11:32:52 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1984.42 total_reward_ma:1671.80 loss:0.015 fps:2285 +frame:5.61e+06 wall_t:2455 t:350625 epi:nan +opt_step:87648 lr:0.0001098 clip_eps:0.1 entropy:0.5501 +2026-01-08 11:32:57 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2016.98 total_reward_ma:1677.53 loss:0.01485 fps:2285 +frame:5.62e+06 wall_t:2460 t:351250 epi:nan +opt_step:87808 lr:0.0001095 clip_eps:0.1 entropy:0.524 +2026-01-08 11:33:02 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2016.75 total_reward_ma:1683.66 loss:0.009839 fps:2285 +frame:5.63e+06 wall_t:2464 t:351875 epi:nan +opt_step:87968 lr:0.0001093 clip_eps:0.1 entropy:0.5264 +2026-01-08 11:33:06 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1987.25 total_reward_ma:1689.52 loss:0.04019 fps:2284 +frame:5.64e+06 wall_t:2469 t:352500 epi:nan +opt_step:88096 lr:0.000109 clip_eps:0.1 entropy:0.6371 +2026-01-08 11:33:11 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1955.38 total_reward_ma:1694.83 loss:0.01423 fps:2284 +frame:5.65e+06 wall_t:2474 t:353125 epi:nan +opt_step:88256 lr:0.0001088 clip_eps:0.1 entropy:0.593 +2026-01-08 11:33:16 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1936.05 total_reward_ma:1700.08 loss:0.007563 fps:2284 +frame:5.66e+06 wall_t:2478 t:353750 epi:nan +opt_step:88416 lr:0.0001085 clip_eps:0.1 entropy:0.595 +2026-01-08 11:33:21 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1935.83 total_reward_ma:1705.40 loss:0.02296 fps:2284 +frame:5.67e+06 wall_t:2483 t:354375 epi:nan +opt_step:88576 lr:0.0001083 clip_eps:0.1 entropy:0.6279 +2026-01-08 11:33:25 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1955.79 total_reward_ma:1711.13 loss:0.01906 fps:2283 +frame:5.68e+06 wall_t:2488 t:355000 epi:nan +opt_step:88736 lr:0.000108 clip_eps:0.1 entropy:0.5105 +2026-01-08 11:33:30 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1979.70 total_reward_ma:1716.93 loss:0.02037 fps:2282 +frame:5.69e+06 wall_t:2493 t:355625 epi:nan +opt_step:88896 lr:0.0001078 clip_eps:0.1 entropy:0.5323 +2026-01-08 11:33:34 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1987.72 total_reward_ma:1722.73 loss:0.01398 fps:2283 +frame:5.70e+06 wall_t:2497 t:356250 epi:nan +opt_step:89056 lr:0.0001075 clip_eps:0.1 entropy:0.5436 +2026-01-08 11:33:38 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1976.26 total_reward_ma:1727.75 loss:0.03082 fps:2283 +frame:5.71e+06 wall_t:2501 t:356875 epi:nan +opt_step:89216 lr:0.0001073 clip_eps:0.1 entropy:0.581 +2026-01-08 11:33:42 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1984.52 total_reward_ma:1732.77 loss:0.0092 fps:2283 +frame:5.72e+06 wall_t:2505 t:357500 epi:nan +opt_step:89344 lr:0.000107 clip_eps:0.1 entropy:0.5164 +2026-01-08 11:33:45 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1994.05 total_reward_ma:1737.93 loss:0.02536 fps:2285 +frame:5.73e+06 wall_t:2508 t:358125 epi:nan +opt_step:89504 lr:0.0001068 clip_eps:0.1 entropy:0.5119 +2026-01-08 11:33:49 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2000.37 total_reward_ma:1742.86 loss:0.01929 fps:2285 +frame:5.74e+06 wall_t:2512 t:358750 epi:nan +opt_step:89664 lr:0.0001065 clip_eps:0.1 entropy:0.4799 +2026-01-08 11:33:53 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2001.42 total_reward_ma:1747.45 loss:0.01507 fps:2285 +frame:5.75e+06 wall_t:2516 t:359375 epi:nan +opt_step:89824 lr:0.0001063 clip_eps:0.1 entropy:0.534 +2026-01-08 11:33:57 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2000.60 total_reward_ma:1751.55 loss:0.02398 fps:2286 +frame:5.76e+06 wall_t:2520 t:360000 epi:nan +opt_step:89984 lr:0.000106 clip_eps:0.1 entropy:0.5904 +2026-01-08 11:34:01 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2007.22 total_reward_ma:1755.62 loss:0.02383 fps:2286 +frame:5.77e+06 wall_t:2524 t:360625 epi:nan +opt_step:90144 lr:0.0001058 clip_eps:0.1 entropy:0.5507 +2026-01-08 11:34:04 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2010.65 total_reward_ma:1759.82 loss:0.01278 fps:2287 +frame:5.78e+06 wall_t:2527 t:361250 epi:nan +opt_step:90304 lr:0.0001055 clip_eps:0.1 entropy:0.5107 +2026-01-08 11:34:08 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1989.22 total_reward_ma:1763.78 loss:0.02939 fps:2288 +frame:5.79e+06 wall_t:2531 t:361875 epi:nan +opt_step:90464 lr:0.0001053 clip_eps:0.1 entropy:0.5754 +2026-01-08 11:34:12 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2029.91 total_reward_ma:1767.79 loss:0.02416 fps:2289 +frame:5.80e+06 wall_t:2534 t:362500 epi:nan +opt_step:90624 lr:0.000105 clip_eps:0.1 entropy:0.5971 +2026-01-08 11:34:15 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1987.53 total_reward_ma:1771.48 loss:0.02676 fps:2289 +frame:5.81e+06 wall_t:2538 t:363125 epi:nan +opt_step:90752 lr:0.0001048 clip_eps:0.1 entropy:0.549 +2026-01-08 11:34:19 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2015.97 total_reward_ma:1775.48 loss:0.01719 fps:2290 +frame:5.82e+06 wall_t:2542 t:363750 epi:nan +opt_step:90912 lr:0.0001045 clip_eps:0.1 entropy:0.553 +2026-01-08 11:34:22 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2031.66 total_reward_ma:1779.66 loss:0.02226 fps:2291 +frame:5.83e+06 wall_t:2545 t:364375 epi:nan +opt_step:91072 lr:0.0001043 clip_eps:0.1 entropy:0.4699 +2026-01-08 11:34:26 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1987.14 total_reward_ma:1784.32 loss:0.02478 fps:2291 +frame:5.84e+06 wall_t:2549 t:365000 epi:nan +opt_step:91232 lr:0.000104 clip_eps:0.1 entropy:0.5593 +2026-01-08 11:34:30 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:1994.60 total_reward_ma:1789.00 loss:0.01642 fps:2291 +frame:5.85e+06 wall_t:2553 t:365625 epi:nan +opt_step:91392 lr:0.0001038 clip_eps:0.1 entropy:0.5494 +2026-01-08 11:34:34 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2028.05 total_reward_ma:1793.80 loss:0.01207 fps:2292 +frame:5.86e+06 wall_t:2557 t:366250 epi:nan +opt_step:91552 lr:0.0001035 clip_eps:0.1 entropy:0.5034 +2026-01-08 11:34:38 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2045.36 total_reward_ma:1798.46 loss:0.01422 fps:2293 +frame:5.87e+06 wall_t:2560 t:366875 epi:nan +opt_step:91712 lr:0.0001033 clip_eps:0.1 entropy:0.5098 +2026-01-08 11:34:41 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2046.69 total_reward_ma:1803.06 loss:0.01868 fps:2293 +frame:5.88e+06 wall_t:2564 t:367500 epi:nan +opt_step:91872 lr:0.000103 clip_eps:0.1 entropy:0.61 +2026-01-08 11:34:45 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2031.17 total_reward_ma:1808.05 loss:0.008584 fps:2294 +frame:5.89e+06 wall_t:2568 t:368125 epi:nan +opt_step:92000 lr:0.0001028 clip_eps:0.1 entropy:0.6149 +2026-01-08 11:34:48 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2028.53 total_reward_ma:1813.04 loss:0.009759 fps:2295 +frame:5.90e+06 wall_t:2571 t:368750 epi:nan +opt_step:92160 lr:0.0001025 clip_eps:0.1 entropy:0.5887 +2026-01-08 11:34:52 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2040.62 total_reward_ma:1818.89 loss:0.01829 fps:2295 +frame:5.91e+06 wall_t:2575 t:369375 epi:nan +opt_step:92320 lr:0.0001023 clip_eps:0.1 entropy:0.5246 +2026-01-08 11:34:56 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2069.49 total_reward_ma:1825.14 loss:0.007283 fps:2295 +frame:5.92e+06 wall_t:2579 t:370000 epi:nan +opt_step:92480 lr:0.000102 clip_eps:0.1 entropy:0.4867 +2026-01-08 11:35:00 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2046.92 total_reward_ma:1831.61 loss:0.01864 fps:2296 +frame:5.93e+06 wall_t:2583 t:370625 epi:nan +opt_step:92640 lr:0.0001018 clip_eps:0.1 entropy:0.4865 +2026-01-08 11:35:04 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2022.79 total_reward_ma:1837.87 loss:0.01146 fps:2296 +frame:5.94e+06 wall_t:2587 t:371250 epi:nan +opt_step:92800 lr:0.0001015 clip_eps:0.1 entropy:0.4829 +2026-01-08 11:35:07 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2020.51 total_reward_ma:1844.07 loss:0.02196 fps:2297 +frame:5.95e+06 wall_t:2590 t:371875 epi:nan +opt_step:92960 lr:0.0001013 clip_eps:0.1 entropy:0.491 +2026-01-08 11:35:11 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2052.15 total_reward_ma:1850.19 loss:0.01426 fps:2298 +frame:5.96e+06 wall_t:2594 t:372500 epi:nan +opt_step:93120 lr:0.000101 clip_eps:0.1 entropy:0.4792 +2026-01-08 11:35:15 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2051.20 total_reward_ma:1856.11 loss:0.02219 fps:2298 +frame:5.97e+06 wall_t:2598 t:373125 epi:nan +opt_step:93280 lr:0.0001008 clip_eps:0.1 entropy:0.5227 +2026-01-08 11:35:18 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2088.45 total_reward_ma:1862.22 loss:0.01303 fps:2299 +frame:5.98e+06 wall_t:2601 t:373750 epi:nan +opt_step:93408 lr:0.0001005 clip_eps:0.1 entropy:0.4767 +2026-01-08 11:35:22 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2088.27 total_reward_ma:1868.24 loss:0.01844 fps:2299 +frame:5.99e+06 wall_t:2605 t:374375 epi:nan +opt_step:93568 lr:0.0001003 clip_eps:0.1 entropy:0.5357 +2026-01-08 11:35:26 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2095.50 total_reward_ma:1874.40 loss:0.008526 fps:2301 +frame:6.00e+06 wall_t:2608 t:375000 epi:nan +opt_step:93728 lr:0.0001 clip_eps:0.1 entropy:0.4836 +2026-01-08 11:35:29 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2095.60 total_reward_ma:1880.49 loss:0.004044 fps:2301 +frame:6.01e+06 wall_t:2612 t:375625 epi:nan +opt_step:93888 lr:9.978e-05 clip_eps:0.1 entropy:0.5331 +2026-01-08 11:35:33 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2162.46 total_reward_ma:1886.93 loss:0.0027 fps:2301 +frame:6.02e+06 wall_t:2616 t:376250 epi:nan +opt_step:94048 lr:9.952e-05 clip_eps:0.1 entropy:0.4933 +2026-01-08 11:35:37 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2136.63 total_reward_ma:1893.06 loss:-0.0003657 fps:2302 +frame:6.03e+06 wall_t:2619 t:376875 epi:nan +opt_step:94208 lr:9.927e-05 clip_eps:0.1 entropy:0.5034 +2026-01-08 11:35:40 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2127.61 total_reward_ma:1899.09 loss:-0.0014 fps:2303 +frame:6.04e+06 wall_t:2623 t:377500 epi:nan +opt_step:94368 lr:9.901e-05 clip_eps:0.1 entropy:0.5027 +2026-01-08 11:35:44 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2145.55 total_reward_ma:1905.04 loss:0.008333 fps:2303 +frame:6.05e+06 wall_t:2627 t:378125 epi:nan +opt_step:94528 lr:9.876e-05 clip_eps:0.1 entropy:0.4627 +2026-01-08 11:35:48 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2186.19 total_reward_ma:1910.93 loss:0.02156 fps:2303 +frame:6.06e+06 wall_t:2631 t:378750 epi:nan +opt_step:94656 lr:9.855e-05 clip_eps:0.1 entropy:0.4936 +2026-01-08 11:35:52 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2181.85 total_reward_ma:1917.03 loss:0.01957 fps:2304 +frame:6.07e+06 wall_t:2635 t:379375 epi:nan +opt_step:94816 lr:9.829e-05 clip_eps:0.1 entropy:0.4568 +2026-01-08 11:35:56 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2187.41 total_reward_ma:1923.44 loss:0.03853 fps:2304 +frame:6.08e+06 wall_t:2639 t:380000 epi:nan +opt_step:94976 lr:9.804e-05 clip_eps:0.1 entropy:0.5361 +2026-01-08 11:36:00 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2178.69 total_reward_ma:1929.32 loss:0.009546 fps:2304 +frame:6.09e+06 wall_t:2643 t:380625 epi:nan +opt_step:95136 lr:9.778e-05 clip_eps:0.1 entropy:0.5453 +2026-01-08 11:36:03 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2182.77 total_reward_ma:1935.17 loss:0.01099 fps:2305 +frame:6.10e+06 wall_t:2646 t:381250 epi:nan +opt_step:95296 lr:9.753e-05 clip_eps:0.1 entropy:0.5033 +2026-01-08 11:36:06 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2182.56 total_reward_ma:1940.55 loss:0.01944 fps:2307 +frame:6.11e+06 wall_t:2649 t:381875 epi:nan +opt_step:95456 lr:9.727e-05 clip_eps:0.1 entropy:0.5137 +2026-01-08 11:36:10 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2238.81 total_reward_ma:1946.78 loss:0.01587 fps:2307 +frame:6.12e+06 wall_t:2653 t:382500 epi:nan +opt_step:95616 lr:9.701e-05 clip_eps:0.1 entropy:0.5196 +2026-01-08 11:36:14 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2263.88 total_reward_ma:1953.07 loss:0.00496 fps:2307 +frame:6.13e+06 wall_t:2657 t:383125 epi:nan +opt_step:95776 lr:9.676e-05 clip_eps:0.1 entropy:0.5057 +2026-01-08 11:36:17 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2289.52 total_reward_ma:1959.29 loss:0.02564 fps:2308 +frame:6.14e+06 wall_t:2660 t:383750 epi:nan +opt_step:95936 lr:9.65e-05 clip_eps:0.1 entropy:0.4918 +2026-01-08 11:36:21 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2279.36 total_reward_ma:1964.86 loss:0.006161 fps:2309 +frame:6.15e+06 wall_t:2663 t:384375 epi:nan +opt_step:96064 lr:9.63e-05 clip_eps:0.1 entropy:0.4718 +2026-01-08 11:36:24 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2315.59 total_reward_ma:1970.65 loss:0.02508 fps:2310 +frame:6.16e+06 wall_t:2667 t:385000 epi:nan +opt_step:96224 lr:9.604e-05 clip_eps:0.1 entropy:0.499 +2026-01-08 11:36:28 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2287.58 total_reward_ma:1976.32 loss:0.01369 fps:2310 +frame:6.17e+06 wall_t:2671 t:385625 epi:nan +opt_step:96384 lr:9.579e-05 clip_eps:0.1 entropy:0.4623 +2026-01-08 11:36:32 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2291.66 total_reward_ma:1981.78 loss:0.009001 fps:2310 +frame:6.18e+06 wall_t:2675 t:386250 epi:nan +opt_step:96544 lr:9.553e-05 clip_eps:0.1 entropy:0.4945 +2026-01-08 11:36:36 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2306.67 total_reward_ma:1986.91 loss:0.001481 fps:2311 +frame:6.19e+06 wall_t:2678 t:386875 epi:nan +opt_step:96704 lr:9.527e-05 clip_eps:0.1 entropy:0.5034 +2026-01-08 11:36:40 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2258.27 total_reward_ma:1992.02 loss:0.03042 fps:2311 +frame:6.20e+06 wall_t:2683 t:387500 epi:nan +opt_step:96864 lr:9.502e-05 clip_eps:0.1 entropy:0.4772 +2026-01-08 11:36:43 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2261.64 total_reward_ma:1997.45 loss:0.001298 fps:2312 +frame:6.21e+06 wall_t:2686 t:388125 epi:nan +opt_step:97024 lr:9.476e-05 clip_eps:0.1 entropy:0.553 +2026-01-08 11:36:48 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2187.03 total_reward_ma:2001.69 loss:0.02866 fps:2312 +frame:6.22e+06 wall_t:2690 t:388750 epi:nan +opt_step:97184 lr:9.451e-05 clip_eps:0.1 entropy:0.5 +2026-01-08 11:36:51 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2195.86 total_reward_ma:2006.50 loss:0.01257 fps:2313 +frame:6.23e+06 wall_t:2693 t:389375 epi:nan +opt_step:97312 lr:9.43e-05 clip_eps:0.1 entropy:0.5799 +2026-01-08 11:36:54 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2132.47 total_reward_ma:2010.65 loss:0.01371 fps:2314 +frame:6.24e+06 wall_t:2697 t:390000 epi:nan +opt_step:97472 lr:9.404e-05 clip_eps:0.1 entropy:0.5013 +2026-01-08 11:36:58 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2152.31 total_reward_ma:2015.28 loss:0.0149 fps:2314 +frame:6.25e+06 wall_t:2701 t:390625 epi:nan +opt_step:97632 lr:9.379e-05 clip_eps:0.1 entropy:0.5027 +2026-01-08 11:37:02 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2177.52 total_reward_ma:2020.23 loss:0.01266 fps:2315 +frame:6.26e+06 wall_t:2704 t:391250 epi:nan +opt_step:97792 lr:9.353e-05 clip_eps:0.1 entropy:0.4409 +2026-01-08 11:37:05 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2205.98 total_reward_ma:2025.10 loss:0.003378 fps:2315 +frame:6.27e+06 wall_t:2708 t:391875 epi:nan +opt_step:97952 lr:9.328e-05 clip_eps:0.1 entropy:0.542 +2026-01-08 11:37:09 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2204.05 total_reward_ma:2030.62 loss:0.02624 fps:2316 +frame:6.28e+06 wall_t:2711 t:392500 epi:nan +opt_step:98112 lr:9.302e-05 clip_eps:0.1 entropy:0.4849 +2026-01-08 11:37:12 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2178.86 total_reward_ma:2035.85 loss:0.01845 fps:2317 +frame:6.29e+06 wall_t:2715 t:393125 epi:nan +opt_step:98272 lr:9.276e-05 clip_eps:0.1 entropy:0.5524 +2026-01-08 11:37:16 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2156.83 total_reward_ma:2040.83 loss:0.009564 fps:2317 +frame:6.30e+06 wall_t:2719 t:393750 epi:nan +opt_step:98432 lr:9.251e-05 clip_eps:0.1 entropy:0.5235 +2026-01-08 11:37:20 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2158.38 total_reward_ma:2045.30 loss:0.01138 fps:2318 +frame:6.31e+06 wall_t:2722 t:394375 epi:nan +opt_step:98592 lr:9.225e-05 clip_eps:0.1 entropy:0.546 +2026-01-08 11:37:23 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2157.42 total_reward_ma:2049.78 loss:0.01823 fps:2319 +frame:6.32e+06 wall_t:2725 t:395000 epi:nan +opt_step:98720 lr:9.205e-05 clip_eps:0.1 entropy:0.5423 +2026-01-08 11:37:26 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2101.37 total_reward_ma:2053.02 loss:0.01776 fps:2320 +frame:6.33e+06 wall_t:2729 t:395625 epi:nan +opt_step:98880 lr:9.179e-05 clip_eps:0.1 entropy:0.6018 +2026-01-08 11:37:30 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2128.38 total_reward_ma:2056.35 loss:0.004622 fps:2320 +frame:6.34e+06 wall_t:2733 t:396250 epi:nan +opt_step:99040 lr:9.154e-05 clip_eps:0.1 entropy:0.596 +2026-01-08 11:37:34 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2070.33 total_reward_ma:2058.82 loss:0.03817 fps:2321 +frame:6.35e+06 wall_t:2736 t:396875 epi:nan +opt_step:99200 lr:9.128e-05 clip_eps:0.1 entropy:0.5342 +2026-01-08 11:37:37 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2062.70 total_reward_ma:2061.08 loss:0.01063 fps:2321 +frame:6.36e+06 wall_t:2740 t:397500 epi:nan +opt_step:99360 lr:9.102e-05 clip_eps:0.1 entropy:0.4843 +2026-01-08 11:37:41 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2078.85 total_reward_ma:2063.32 loss:0.005029 fps:2321 +frame:6.37e+06 wall_t:2744 t:398125 epi:nan +opt_step:99520 lr:9.077e-05 clip_eps:0.1 entropy:0.5323 +2026-01-08 11:37:45 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2068.78 total_reward_ma:2065.38 loss:0.02212 fps:2322 +frame:6.38e+06 wall_t:2748 t:398750 epi:nan +opt_step:99680 lr:9.051e-05 clip_eps:0.1 entropy:0.4531 +2026-01-08 11:37:49 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2093.35 total_reward_ma:2067.38 loss:0.02875 fps:2322 +frame:6.39e+06 wall_t:2752 t:399375 epi:nan +opt_step:99840 lr:9.026e-05 clip_eps:0.1 entropy:0.5069 +2026-01-08 11:37:53 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2094.97 total_reward_ma:2069.10 loss:0.02667 fps:2323 +frame:6.40e+06 wall_t:2755 t:400000 epi:nan +opt_step:100000 lr:9e-05 clip_eps:0.1 entropy:0.5303 +2026-01-08 11:37:56 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2115.72 total_reward_ma:2070.80 loss:0.003108 fps:2324 +frame:6.41e+06 wall_t:2758 t:400625 epi:nan +opt_step:100128 lr:8.98e-05 clip_eps:0.1 entropy:0.5595 +2026-01-08 11:37:59 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2178.83 total_reward_ma:2073.44 loss:0.01496 fps:2324 +frame:6.42e+06 wall_t:2762 t:401250 epi:nan +opt_step:100288 lr:8.954e-05 clip_eps:0.1 entropy:0.5392 +2026-01-08 11:38:03 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2197.84 total_reward_ma:2076.03 loss:0.008288 fps:2325 +frame:6.43e+06 wall_t:2766 t:401875 epi:nan +opt_step:100448 lr:8.928e-05 clip_eps:0.1 entropy:0.6055 +2026-01-08 11:38:06 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2157.94 total_reward_ma:2077.87 loss:0.01017 fps:2326 +frame:6.44e+06 wall_t:2769 t:402500 epi:nan +opt_step:100608 lr:8.903e-05 clip_eps:0.1 entropy:0.5759 +2026-01-08 11:38:10 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2175.01 total_reward_ma:2079.87 loss:-0.002702 fps:2326 +frame:6.45e+06 wall_t:2773 t:403125 epi:nan +opt_step:100768 lr:8.877e-05 clip_eps:0.1 entropy:0.5414 +2026-01-08 11:38:13 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2182.25 total_reward_ma:2082.41 loss:0.01508 fps:2327 +frame:6.46e+06 wall_t:2776 t:403750 epi:nan +opt_step:100928 lr:8.852e-05 clip_eps:0.1 entropy:0.5928 +2026-01-08 11:38:17 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2215.75 total_reward_ma:2085.37 loss:0.01557 fps:2327 +frame:6.47e+06 wall_t:2780 t:404375 epi:nan +opt_step:101088 lr:8.826e-05 clip_eps:0.1 entropy:0.5232 +2026-01-08 11:38:21 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2237.97 total_reward_ma:2088.25 loss:0.00793 fps:2328 +frame:6.48e+06 wall_t:2784 t:405000 epi:nan +opt_step:101248 lr:8.8e-05 clip_eps:0.1 entropy:0.4902 +2026-01-08 11:38:24 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2205.83 total_reward_ma:2090.54 loss:0.0193 fps:2329 +frame:6.49e+06 wall_t:2787 t:405625 epi:nan +opt_step:101376 lr:8.78e-05 clip_eps:0.1 entropy:0.4759 +2026-01-08 11:38:28 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2223.02 total_reward_ma:2093.15 loss:0.0007743 fps:2329 +frame:6.50e+06 wall_t:2791 t:406250 epi:nan +opt_step:101536 lr:8.754e-05 clip_eps:0.1 entropy:0.5307 +2026-01-08 11:38:31 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2221.97 total_reward_ma:2095.76 loss:0.0228 fps:2330 +frame:6.51e+06 wall_t:2794 t:406875 epi:nan +opt_step:101696 lr:8.729e-05 clip_eps:0.1 entropy:0.4987 +2026-01-08 11:38:35 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2226.32 total_reward_ma:2098.23 loss:0.02144 fps:2330 +frame:6.52e+06 wall_t:2798 t:407500 epi:nan +opt_step:101856 lr:8.703e-05 clip_eps:0.1 entropy:0.4618 +2026-01-08 11:38:39 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2260.05 total_reward_ma:2101.29 loss:0.01293 fps:2330 +frame:6.53e+06 wall_t:2802 t:408125 epi:nan +opt_step:102016 lr:8.677e-05 clip_eps:0.1 entropy:0.5321 +2026-01-08 11:38:43 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2255.86 total_reward_ma:2104.08 loss:0.006133 fps:2332 +frame:6.54e+06 wall_t:2805 t:408750 epi:nan +opt_step:102176 lr:8.652e-05 clip_eps:0.1 entropy:0.5104 +2026-01-08 11:38:47 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2282.52 total_reward_ma:2106.98 loss:0.008732 fps:2332 +frame:6.55e+06 wall_t:2809 t:409375 epi:nan +opt_step:102336 lr:8.626e-05 clip_eps:0.1 entropy:0.4953 +2026-01-08 11:38:50 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2263.42 total_reward_ma:2109.55 loss:0.02496 fps:2332 +frame:6.56e+06 wall_t:2813 t:410000 epi:nan +opt_step:102496 lr:8.601e-05 clip_eps:0.1 entropy:0.5253 +2026-01-08 11:38:54 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2284.11 total_reward_ma:2112.58 loss:0.009125 fps:2332 +frame:6.57e+06 wall_t:2817 t:410625 epi:nan +opt_step:102656 lr:8.575e-05 clip_eps:0.1 entropy:0.524 +2026-01-08 11:38:57 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2238.79 total_reward_ma:2115.25 loss:0.01689 fps:2333 +frame:6.58e+06 wall_t:2820 t:411250 epi:nan +opt_step:102784 lr:8.555e-05 clip_eps:0.1 entropy:0.4961 +2026-01-08 11:39:01 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2202.79 total_reward_ma:2117.83 loss:0.03609 fps:2334 +frame:6.59e+06 wall_t:2824 t:411875 epi:nan +opt_step:102944 lr:8.529e-05 clip_eps:0.1 entropy:0.4653 +2026-01-08 11:39:05 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2167.64 total_reward_ma:2119.82 loss:0.02984 fps:2334 +frame:6.60e+06 wall_t:2828 t:412500 epi:nan +opt_step:103104 lr:8.503e-05 clip_eps:0.1 entropy:0.6129 +2026-01-08 11:39:10 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2106.53 total_reward_ma:2121.04 loss:0.03094 fps:2333 +frame:6.61e+06 wall_t:2833 t:413125 epi:nan +opt_step:103264 lr:8.478e-05 clip_eps:0.1 entropy:0.5427 +2026-01-08 11:39:14 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2070.52 total_reward_ma:2121.58 loss:0.02933 fps:2334 +frame:6.62e+06 wall_t:2836 t:413750 epi:nan +opt_step:103424 lr:8.452e-05 clip_eps:0.1 entropy:0.5723 +2026-01-08 11:39:17 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2078.81 total_reward_ma:2122.20 loss:0.01061 fps:2335 +frame:6.63e+06 wall_t:2840 t:414375 epi:nan +opt_step:103584 lr:8.427e-05 clip_eps:0.1 entropy:0.5482 +2026-01-08 11:39:21 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2094.47 total_reward_ma:2123.27 loss:0.003538 fps:2335 +frame:6.64e+06 wall_t:2844 t:415000 epi:nan +opt_step:103744 lr:8.401e-05 clip_eps:0.1 entropy:0.5415 +2026-01-08 11:39:24 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2109.19 total_reward_ma:2124.81 loss:0.01747 fps:2336 +frame:6.65e+06 wall_t:2847 t:415625 epi:nan +opt_step:103904 lr:8.375e-05 clip_eps:0.1 entropy:0.5641 +2026-01-08 11:39:27 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2117.04 total_reward_ma:2126.62 loss:0.01818 fps:2337 +frame:6.66e+06 wall_t:2850 t:416250 epi:nan +opt_step:104032 lr:8.355e-05 clip_eps:0.1 entropy:0.5376 +2026-01-08 11:39:31 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2127.65 total_reward_ma:2128.54 loss:0.01027 fps:2337 +frame:6.67e+06 wall_t:2854 t:416875 epi:nan +opt_step:104192 lr:8.329e-05 clip_eps:0.1 entropy:0.5403 +2026-01-08 11:39:34 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2137.20 total_reward_ma:2130.35 loss:0.00265 fps:2338 +frame:6.68e+06 wall_t:2857 t:417500 epi:nan +opt_step:104352 lr:8.304e-05 clip_eps:0.1 entropy:0.5439 +2026-01-08 11:39:38 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2130.27 total_reward_ma:2131.86 loss:0.008587 fps:2338 +frame:6.69e+06 wall_t:2861 t:418125 epi:nan +opt_step:104512 lr:8.278e-05 clip_eps:0.1 entropy:0.4957 +2026-01-08 11:39:41 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2146.51 total_reward_ma:2133.44 loss:0.0158 fps:2339 +frame:6.70e+06 wall_t:2864 t:418750 epi:nan +opt_step:104672 lr:8.252e-05 clip_eps:0.1 entropy:0.5725 +2026-01-08 11:39:45 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2143.87 total_reward_ma:2135.12 loss:0.01665 fps:2340 +frame:6.71e+06 wall_t:2868 t:419375 epi:nan +opt_step:104832 lr:8.227e-05 clip_eps:0.1 entropy:0.558 +2026-01-08 11:39:49 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2206.63 total_reward_ma:2137.34 loss:0.002964 fps:2340 +frame:6.72e+06 wall_t:2872 t:420000 epi:nan +opt_step:104992 lr:8.201e-05 clip_eps:0.1 entropy:0.4815 +2026-01-08 11:39:52 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2224.88 total_reward_ma:2139.65 loss:0.0417 fps:2341 +frame:6.73e+06 wall_t:2875 t:420625 epi:nan +opt_step:105152 lr:8.176e-05 clip_eps:0.1 entropy:0.5813 +2026-01-08 11:39:56 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2221.91 total_reward_ma:2141.86 loss:0.0152 fps:2341 +frame:6.74e+06 wall_t:2879 t:421250 epi:nan +opt_step:105312 lr:8.15e-05 clip_eps:0.1 entropy:0.5061 +2026-01-08 11:39:59 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2209.12 total_reward_ma:2143.94 loss:0.01795 fps:2342 +frame:6.75e+06 wall_t:2882 t:421875 epi:nan +opt_step:105440 lr:8.13e-05 clip_eps:0.1 entropy:0.561 +2026-01-08 11:40:03 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2211.81 total_reward_ma:2146.05 loss:0.02702 fps:2343 +frame:6.76e+06 wall_t:2885 t:422500 epi:nan +opt_step:105600 lr:8.104e-05 clip_eps:0.1 entropy:0.6318 +2026-01-08 11:40:07 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2213.82 total_reward_ma:2148.12 loss:0.01223 fps:2343 +frame:6.77e+06 wall_t:2889 t:423125 epi:nan +opt_step:105760 lr:8.078e-05 clip_eps:0.1 entropy:0.5976 +2026-01-08 11:40:10 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2214.85 total_reward_ma:2150.16 loss:0.0136 fps:2344 +frame:6.78e+06 wall_t:2893 t:423750 epi:nan +opt_step:105920 lr:8.053e-05 clip_eps:0.1 entropy:0.5619 +2026-01-08 11:40:14 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2297.26 total_reward_ma:2153.24 loss:0.01587 fps:2344 +frame:6.79e+06 wall_t:2897 t:424375 epi:nan +opt_step:106080 lr:8.027e-05 clip_eps:0.1 entropy:0.5251 +2026-01-08 11:40:17 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2358.15 total_reward_ma:2156.52 loss:0.01126 fps:2345 +frame:6.80e+06 wall_t:2900 t:425000 epi:nan +opt_step:106240 lr:8.002e-05 clip_eps:0.1 entropy:0.6092 +2026-01-08 11:40:21 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2368.75 total_reward_ma:2160.34 loss:0.01074 fps:2345 +frame:6.81e+06 wall_t:2904 t:425625 epi:nan +opt_step:106400 lr:7.976e-05 clip_eps:0.1 entropy:0.5949 +2026-01-08 11:40:25 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2412.43 total_reward_ma:2164.30 loss:-0.0003651 fps:2345 +frame:6.82e+06 wall_t:2908 t:426250 epi:nan +opt_step:106560 lr:7.95e-05 clip_eps:0.1 entropy:0.5582 +2026-01-08 11:40:28 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2365.28 total_reward_ma:2167.64 loss:0.004258 fps:2346 +frame:6.83e+06 wall_t:2911 t:426875 epi:nan +opt_step:106688 lr:7.93e-05 clip_eps:0.1 entropy:0.5629 +2026-01-08 11:40:32 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2340.72 total_reward_ma:2171.17 loss:0.02209 fps:2347 +frame:6.84e+06 wall_t:2914 t:427500 epi:nan +opt_step:106848 lr:7.904e-05 clip_eps:0.1 entropy:0.527 +2026-01-08 11:40:35 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2362.39 total_reward_ma:2174.85 loss:0.01301 fps:2347 +frame:6.85e+06 wall_t:2918 t:428125 epi:nan +opt_step:107008 lr:7.879e-05 clip_eps:0.1 entropy:0.5405 +2026-01-08 11:40:39 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2287.44 total_reward_ma:2177.45 loss:0.007498 fps:2349 +frame:6.86e+06 wall_t:2921 t:428750 epi:nan +opt_step:107168 lr:7.853e-05 clip_eps:0.1 entropy:0.5119 +2026-01-08 11:40:42 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2267.26 total_reward_ma:2179.66 loss:0.003866 fps:2349 +frame:6.87e+06 wall_t:2925 t:429375 epi:nan +opt_step:107328 lr:7.828e-05 clip_eps:0.1 entropy:0.5403 +2026-01-08 11:40:45 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2267.26 total_reward_ma:2181.87 loss:0.0107 fps:2350 +frame:6.88e+06 wall_t:2928 t:430000 epi:nan +opt_step:107488 lr:7.802e-05 clip_eps:0.1 entropy:0.6277 +2026-01-08 11:40:49 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2354.73 total_reward_ma:2185.11 loss:0.02299 fps:2350 +frame:6.89e+06 wall_t:2932 t:430625 epi:nan +opt_step:107648 lr:7.776e-05 clip_eps:0.1 entropy:0.6391 +2026-01-08 11:40:53 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2389.50 total_reward_ma:2188.72 loss:0.01515 fps:2351 +frame:6.90e+06 wall_t:2935 t:431250 epi:nan +opt_step:107808 lr:7.751e-05 clip_eps:0.1 entropy:0.5343 +2026-01-08 11:40:56 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2342.55 total_reward_ma:2191.73 loss:0.03401 fps:2351 +frame:6.91e+06 wall_t:2939 t:431875 epi:nan +opt_step:107968 lr:7.725e-05 clip_eps:0.1 entropy:0.5118 +2026-01-08 11:41:00 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2313.36 total_reward_ma:2194.17 loss:0.002365 fps:2351 +frame:6.92e+06 wall_t:2943 t:432500 epi:nan +opt_step:108096 lr:7.705e-05 clip_eps:0.1 entropy:0.5461 +2026-01-08 11:41:03 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2300.13 total_reward_ma:2196.71 loss:-0.0003778 fps:2352 +frame:6.93e+06 wall_t:2946 t:433125 epi:nan +opt_step:108256 lr:7.679e-05 clip_eps:0.1 entropy:0.5945 +2026-01-08 11:41:07 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2312.72 total_reward_ma:2199.60 loss:0.01211 fps:2353 +frame:6.94e+06 wall_t:2950 t:433750 epi:nan +opt_step:108416 lr:7.653e-05 clip_eps:0.1 entropy:0.5558 +2026-01-08 11:41:11 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2353.54 total_reward_ma:2202.94 loss:-0.002919 fps:2353 +frame:6.95e+06 wall_t:2954 t:434375 epi:nan +opt_step:108576 lr:7.628e-05 clip_eps:0.1 entropy:0.5723 +2026-01-08 11:41:15 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2380.43 total_reward_ma:2206.22 loss:0.01319 fps:2353 +frame:6.96e+06 wall_t:2958 t:435000 epi:nan +opt_step:108736 lr:7.602e-05 clip_eps:0.1 entropy:0.616 +2026-01-08 11:41:19 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2311.17 total_reward_ma:2208.82 loss:0.009849 fps:2354 +frame:6.97e+06 wall_t:2961 t:435625 epi:nan +opt_step:108896 lr:7.577e-05 clip_eps:0.1 entropy:0.5719 +2026-01-08 11:41:22 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2284.59 total_reward_ma:2210.78 loss:0.02177 fps:2354 +frame:6.98e+06 wall_t:2965 t:436250 epi:nan +opt_step:109056 lr:7.551e-05 clip_eps:0.1 entropy:0.4991 +2026-01-08 11:41:26 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2247.33 total_reward_ma:2212.37 loss:0.0233 fps:2355 +frame:6.99e+06 wall_t:2968 t:436875 epi:nan +opt_step:109216 lr:7.525e-05 clip_eps:0.1 entropy:0.4794 +2026-01-08 11:41:29 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2241.41 total_reward_ma:2213.83 loss:0.007454 fps:2356 +frame:7.00e+06 wall_t:2971 t:437500 epi:nan +opt_step:109344 lr:7.505e-05 clip_eps:0.1 entropy:0.5665 +2026-01-08 11:41:32 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2301.54 total_reward_ma:2215.89 loss:0.005991 fps:2356 +frame:7.01e+06 wall_t:2975 t:438125 epi:nan +opt_step:109504 lr:7.479e-05 clip_eps:0.1 entropy:0.5778 +2026-01-08 11:41:35 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2277.74 total_reward_ma:2217.04 loss:0.007551 fps:2357 +frame:7.02e+06 wall_t:2978 t:438750 epi:nan +opt_step:109664 lr:7.454e-05 clip_eps:0.1 entropy:0.5585 +2026-01-08 11:41:39 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2278.36 total_reward_ma:2218.46 loss:0.00772 fps:2357 +frame:7.03e+06 wall_t:2982 t:439375 epi:nan +opt_step:109824 lr:7.428e-05 clip_eps:0.1 entropy:0.5808 +2026-01-08 11:41:43 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2256.41 total_reward_ma:2219.75 loss:0.01961 fps:2358 +frame:7.04e+06 wall_t:2986 t:440000 epi:nan +opt_step:109984 lr:7.403e-05 clip_eps:0.1 entropy:0.5813 +2026-01-08 11:41:46 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2269.56 total_reward_ma:2220.99 loss:0.03846 fps:2359 +frame:7.05e+06 wall_t:2989 t:440625 epi:nan +opt_step:110144 lr:7.377e-05 clip_eps:0.1 entropy:0.5692 +2026-01-08 11:41:50 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2220.62 total_reward_ma:2221.33 loss:0.02215 fps:2359 +frame:7.06e+06 wall_t:2993 t:441250 epi:nan +opt_step:110304 lr:7.351e-05 clip_eps:0.1 entropy:0.5867 +2026-01-08 11:41:54 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2188.38 total_reward_ma:2221.40 loss:0.01695 fps:2359 +frame:7.07e+06 wall_t:2997 t:441875 epi:nan +opt_step:110464 lr:7.326e-05 clip_eps:0.1 entropy:0.5071 +2026-01-08 11:41:57 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2168.13 total_reward_ma:2221.20 loss:0.008032 fps:2360 +frame:7.08e+06 wall_t:3000 t:442500 epi:nan +opt_step:110624 lr:7.3e-05 clip_eps:0.1 entropy:0.5577 +2026-01-08 11:42:01 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2213.28 total_reward_ma:2221.55 loss:0.008318 fps:2360 +frame:7.09e+06 wall_t:3004 t:443125 epi:nan +opt_step:110752 lr:7.28e-05 clip_eps:0.1 entropy:0.5958 +2026-01-08 11:42:05 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2242.25 total_reward_ma:2222.14 loss:0.01378 fps:2361 +frame:7.10e+06 wall_t:3007 t:443750 epi:nan +opt_step:110912 lr:7.254e-05 clip_eps:0.1 entropy:0.5672 +2026-01-08 11:42:08 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2257.48 total_reward_ma:2222.89 loss:0.008157 fps:2361 +frame:7.11e+06 wall_t:3011 t:444375 epi:nan +opt_step:111072 lr:7.228e-05 clip_eps:0.1 entropy:0.5704 +2026-01-08 11:42:11 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2265.37 total_reward_ma:2223.16 loss:0.01187 fps:2362 +frame:7.12e+06 wall_t:3014 t:445000 epi:nan +opt_step:111232 lr:7.203e-05 clip_eps:0.1 entropy:0.5793 +2026-01-08 11:42:15 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2228.50 total_reward_ma:2222.80 loss:0.03301 fps:2362 +frame:7.13e+06 wall_t:3018 t:445625 epi:nan +opt_step:111392 lr:7.177e-05 clip_eps:0.1 entropy:0.5375 +2026-01-08 11:42:18 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2232.68 total_reward_ma:2222.24 loss:0.01039 fps:2363 +frame:7.14e+06 wall_t:3021 t:446250 epi:nan +opt_step:111552 lr:7.152e-05 clip_eps:0.1 entropy:0.5616 +2026-01-08 11:42:22 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2259.35 total_reward_ma:2222.04 loss:0.008117 fps:2364 +frame:7.15e+06 wall_t:3024 t:446875 epi:nan +opt_step:111712 lr:7.126e-05 clip_eps:0.1 entropy:0.5345 +2026-01-08 11:42:25 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2263.78 total_reward_ma:2221.52 loss:0.01745 fps:2365 +frame:7.16e+06 wall_t:3028 t:447500 epi:nan +opt_step:111872 lr:7.1e-05 clip_eps:0.1 entropy:0.5402 +2026-01-08 11:42:28 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2303.87 total_reward_ma:2221.68 loss:0.01789 fps:2366 +frame:7.17e+06 wall_t:3031 t:448125 epi:nan +opt_step:112000 lr:7.08e-05 clip_eps:0.1 entropy:0.5693 +2026-01-08 11:42:32 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2343.53 total_reward_ma:2222.20 loss:0.02243 fps:2366 +frame:7.18e+06 wall_t:3035 t:448750 epi:nan +opt_step:112160 lr:7.054e-05 clip_eps:0.1 entropy:0.5874 +2026-01-08 11:42:36 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2360.41 total_reward_ma:2222.74 loss:0.01506 fps:2366 +frame:7.19e+06 wall_t:3039 t:449375 epi:nan +opt_step:112320 lr:7.029e-05 clip_eps:0.1 entropy:0.5246 +2026-01-08 11:42:40 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2325.54 total_reward_ma:2223.41 loss:0.01438 fps:2367 +frame:7.20e+06 wall_t:3042 t:450000 epi:nan +opt_step:112480 lr:7.003e-05 clip_eps:0.1 entropy:0.5388 +2026-01-08 11:42:43 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2334.24 total_reward_ma:2224.14 loss:0.01951 fps:2367 +frame:7.21e+06 wall_t:3046 t:450625 epi:nan +opt_step:112640 lr:6.978e-05 clip_eps:0.1 entropy:0.5836 +2026-01-08 11:42:46 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2395.34 total_reward_ma:2226.22 loss:-0.0008322 fps:2368 +frame:7.22e+06 wall_t:3049 t:451250 epi:nan +opt_step:112800 lr:6.952e-05 clip_eps:0.1 entropy:0.4911 +2026-01-08 11:42:50 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2403.24 total_reward_ma:2228.29 loss:0.0005879 fps:2368 +frame:7.23e+06 wall_t:3053 t:451875 epi:nan +opt_step:112960 lr:6.926e-05 clip_eps:0.1 entropy:0.5045 +2026-01-08 11:42:53 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2475.42 total_reward_ma:2231.72 loss:0.004545 fps:2369 +frame:7.24e+06 wall_t:3056 t:452500 epi:nan +opt_step:113120 lr:6.901e-05 clip_eps:0.1 entropy:0.5375 +2026-01-08 11:42:57 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2503.23 total_reward_ma:2235.23 loss:0.03313 fps:2369 +frame:7.25e+06 wall_t:3060 t:453125 epi:nan +opt_step:113280 lr:6.875e-05 clip_eps:0.1 entropy:0.6249 +2026-01-08 11:43:00 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2477.44 total_reward_ma:2238.23 loss:0.02233 fps:2370 +frame:7.26e+06 wall_t:3063 t:453750 epi:nan +opt_step:113408 lr:6.855e-05 clip_eps:0.1 entropy:0.5329 +2026-01-08 11:43:04 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2491.30 total_reward_ma:2241.08 loss:0.01176 fps:2370 +frame:7.27e+06 wall_t:3067 t:454375 epi:nan +opt_step:113568 lr:6.829e-05 clip_eps:0.1 entropy:0.5768 +2026-01-08 11:43:08 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2512.17 total_reward_ma:2244.16 loss:0.0276 fps:2371 +frame:7.28e+06 wall_t:3071 t:455000 epi:nan +opt_step:113728 lr:6.804e-05 clip_eps:0.1 entropy:0.6273 +2026-01-08 11:43:12 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2538.61 total_reward_ma:2247.76 loss:0.004683 fps:2371 +frame:7.29e+06 wall_t:3075 t:455625 epi:nan +opt_step:113888 lr:6.778e-05 clip_eps:0.1 entropy:0.5571 +2026-01-08 11:43:17 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2549.84 total_reward_ma:2251.69 loss:0.01275 fps:2371 +frame:7.30e+06 wall_t:3079 t:456250 epi:nan +opt_step:114048 lr:6.752e-05 clip_eps:0.1 entropy:0.5357 +2026-01-08 11:43:21 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2546.13 total_reward_ma:2255.57 loss:0.008803 fps:2370 +frame:7.31e+06 wall_t:3084 t:456875 epi:nan +opt_step:114208 lr:6.727e-05 clip_eps:0.1 entropy:0.5946 +2026-01-08 11:43:26 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2560.98 total_reward_ma:2259.61 loss:0.02914 fps:2370 +frame:7.32e+06 wall_t:3088 t:457500 epi:nan +opt_step:114368 lr:6.701e-05 clip_eps:0.1 entropy:0.6528 +2026-01-08 11:43:30 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2594.29 total_reward_ma:2264.53 loss:0.00513 fps:2370 +frame:7.33e+06 wall_t:3093 t:458125 epi:nan +opt_step:114528 lr:6.676e-05 clip_eps:0.1 entropy:0.5109 +2026-01-08 11:43:35 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2598.36 total_reward_ma:2269.23 loss:7.327e-05 fps:2369 +frame:7.34e+06 wall_t:3098 t:458750 epi:nan +opt_step:114656 lr:6.655e-05 clip_eps:0.1 entropy:0.6264 +2026-01-08 11:43:40 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2586.70 total_reward_ma:2274.40 loss:0.02903 fps:2369 +frame:7.35e+06 wall_t:3103 t:459375 epi:nan +opt_step:114816 lr:6.629e-05 clip_eps:0.1 entropy:0.6315 +2026-01-08 11:43:45 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2631.72 total_reward_ma:2280.09 loss:0.003307 fps:2368 +frame:7.36e+06 wall_t:3108 t:460000 epi:nan +opt_step:114976 lr:6.604e-05 clip_eps:0.1 entropy:0.5035 +2026-01-08 11:43:50 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2616.39 total_reward_ma:2285.46 loss:0.03169 fps:2367 +frame:7.37e+06 wall_t:3113 t:460625 epi:nan +opt_step:115136 lr:6.578e-05 clip_eps:0.1 entropy:0.5676 +2026-01-08 11:43:54 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2578.76 total_reward_ma:2290.56 loss:0.0168 fps:2368 +frame:7.38e+06 wall_t:3117 t:461250 epi:nan +opt_step:115296 lr:6.553e-05 clip_eps:0.1 entropy:0.5268 +2026-01-08 11:43:59 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2580.24 total_reward_ma:2295.43 loss:0.01162 fps:2368 +frame:7.39e+06 wall_t:3121 t:461875 epi:nan +opt_step:115456 lr:6.527e-05 clip_eps:0.1 entropy:0.5366 +2026-01-08 11:44:03 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2608.61 total_reward_ma:2300.57 loss:0.04172 fps:2367 +frame:7.40e+06 wall_t:3126 t:462500 epi:nan +opt_step:115616 lr:6.501e-05 clip_eps:0.1 entropy:0.5896 +2026-01-08 11:44:08 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2601.58 total_reward_ma:2305.43 loss:0.01261 fps:2367 +frame:7.41e+06 wall_t:3130 t:463125 epi:nan +opt_step:115776 lr:6.476e-05 clip_eps:0.1 entropy:0.5779 +2026-01-08 11:44:12 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2602.04 total_reward_ma:2309.66 loss:0.01512 fps:2367 +frame:7.42e+06 wall_t:3135 t:463750 epi:nan +opt_step:115936 lr:6.45e-05 clip_eps:0.1 entropy:0.5515 +2026-01-08 11:44:16 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2600.20 total_reward_ma:2313.68 loss:0.005281 fps:2367 +frame:7.43e+06 wall_t:3139 t:464375 epi:nan +opt_step:116064 lr:6.43e-05 clip_eps:0.1 entropy:0.5527 +2026-01-08 11:44:21 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2601.50 total_reward_ma:2318.12 loss:0.03208 fps:2367 +frame:7.44e+06 wall_t:3143 t:465000 epi:nan +opt_step:116224 lr:6.404e-05 clip_eps:0.1 entropy:0.5331 +2026-01-08 11:44:25 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2569.47 total_reward_ma:2322.06 loss:0.02637 fps:2367 +frame:7.45e+06 wall_t:3148 t:465625 epi:nan +opt_step:116384 lr:6.379e-05 clip_eps:0.1 entropy:0.571 +2026-01-08 11:44:30 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2622.23 total_reward_ma:2326.46 loss:-0.003258 fps:2366 +frame:7.46e+06 wall_t:3153 t:466250 epi:nan +opt_step:116544 lr:6.353e-05 clip_eps:0.1 entropy:0.5737 +2026-01-08 11:44:35 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2652.18 total_reward_ma:2330.83 loss:0.01802 fps:2365 +frame:7.47e+06 wall_t:3158 t:466875 epi:nan +opt_step:116704 lr:6.327e-05 clip_eps:0.1 entropy:0.5353 +2026-01-08 11:44:40 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2682.49 total_reward_ma:2335.27 loss:0.0005869 fps:2365 +frame:7.48e+06 wall_t:3163 t:467500 epi:nan +opt_step:116864 lr:6.302e-05 clip_eps:0.1 entropy:0.5644 +2026-01-08 11:44:45 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2665.57 total_reward_ma:2339.87 loss:0.02532 fps:2365 +frame:7.49e+06 wall_t:3167 t:468125 epi:nan +opt_step:117024 lr:6.276e-05 clip_eps:0.1 entropy:0.5565 +2026-01-08 11:44:49 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2681.70 total_reward_ma:2344.46 loss:0.02098 fps:2364 +frame:7.50e+06 wall_t:3172 t:468750 epi:nan +opt_step:117184 lr:6.251e-05 clip_eps:0.1 entropy:0.5608 +2026-01-08 11:44:53 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2683.74 total_reward_ma:2349.07 loss:0.01758 fps:2365 +frame:7.51e+06 wall_t:3176 t:469375 epi:nan +opt_step:117312 lr:6.23e-05 clip_eps:0.1 entropy:0.547 +2026-01-08 11:44:57 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2660.65 total_reward_ma:2353.42 loss:0.02562 fps:2365 +frame:7.52e+06 wall_t:3180 t:470000 epi:nan +opt_step:117472 lr:6.204e-05 clip_eps:0.1 entropy:0.5095 +2026-01-08 11:45:01 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2651.79 total_reward_ma:2357.34 loss:0.01583 fps:2365 +frame:7.53e+06 wall_t:3184 t:470625 epi:nan +opt_step:117632 lr:6.179e-05 clip_eps:0.1 entropy:0.5354 +2026-01-08 11:45:05 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2665.41 total_reward_ma:2361.43 loss:0.02968 fps:2366 +frame:7.54e+06 wall_t:3187 t:471250 epi:nan +opt_step:117792 lr:6.153e-05 clip_eps:0.1 entropy:0.5844 +2026-01-08 11:45:08 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2665.09 total_reward_ma:2365.26 loss:-0.00308 fps:2366 +frame:7.55e+06 wall_t:3191 t:471875 epi:nan +opt_step:117952 lr:6.128e-05 clip_eps:0.1 entropy:0.4934 +2026-01-08 11:45:12 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2638.56 total_reward_ma:2369.01 loss:0.007932 fps:2366 +frame:7.56e+06 wall_t:3195 t:472500 epi:nan +opt_step:118112 lr:6.102e-05 clip_eps:0.1 entropy:0.5048 +2026-01-08 11:45:15 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2649.79 total_reward_ma:2372.66 loss:-0.004972 fps:2367 +frame:7.57e+06 wall_t:3198 t:473125 epi:nan +opt_step:118272 lr:6.076e-05 clip_eps:0.1 entropy:0.4664 +2026-01-08 11:45:19 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2649.79 total_reward_ma:2376.77 loss:0.006395 fps:2368 +frame:7.58e+06 wall_t:3201 t:473750 epi:nan +opt_step:118432 lr:6.051e-05 clip_eps:0.1 entropy:0.5267 +2026-01-08 11:45:22 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2706.22 total_reward_ma:2381.81 loss:0.0127 fps:2368 +frame:7.59e+06 wall_t:3205 t:474375 epi:nan +opt_step:118592 lr:6.025e-05 clip_eps:0.1 entropy:0.5359 +2026-01-08 11:45:25 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2733.60 total_reward_ma:2387.47 loss:0.002322 fps:2369 +frame:7.60e+06 wall_t:3208 t:475000 epi:nan +opt_step:118720 lr:6.005e-05 clip_eps:0.1 entropy:0.5016 +2026-01-08 11:45:29 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2741.63 total_reward_ma:2393.82 loss:0.01703 fps:2369 +frame:7.61e+06 wall_t:3212 t:475625 epi:nan +opt_step:118880 lr:5.979e-05 clip_eps:0.1 entropy:0.4818 +2026-01-08 11:45:33 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2751.90 total_reward_ma:2400.63 loss:0.009019 fps:2369 +frame:7.62e+06 wall_t:3216 t:476250 epi:nan +opt_step:119040 lr:5.954e-05 clip_eps:0.1 entropy:0.4904 +2026-01-08 11:45:36 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2777.21 total_reward_ma:2407.62 loss:0.01863 fps:2370 +frame:7.63e+06 wall_t:3219 t:476875 epi:nan +opt_step:119200 lr:5.928e-05 clip_eps:0.1 entropy:0.5584 +2026-01-08 11:45:40 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2778.84 total_reward_ma:2414.46 loss:0.02273 fps:2370 +frame:7.64e+06 wall_t:3223 t:477500 epi:nan +opt_step:119360 lr:5.902e-05 clip_eps:0.1 entropy:0.4646 +2026-01-08 11:45:44 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2754.58 total_reward_ma:2420.92 loss:0.02151 fps:2371 +frame:7.65e+06 wall_t:3227 t:478125 epi:nan +opt_step:119520 lr:5.877e-05 clip_eps:0.1 entropy:0.5043 +2026-01-08 11:45:48 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2753.12 total_reward_ma:2427.28 loss:0.02396 fps:2372 +frame:7.66e+06 wall_t:3230 t:478750 epi:nan +opt_step:119680 lr:5.851e-05 clip_eps:0.1 entropy:0.5331 +2026-01-08 11:45:51 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2751.55 total_reward_ma:2433.51 loss:0.02616 fps:2372 +frame:7.67e+06 wall_t:3234 t:479375 epi:nan +opt_step:119840 lr:5.826e-05 clip_eps:0.1 entropy:0.4859 +2026-01-08 11:45:55 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2751.68 total_reward_ma:2439.66 loss:0.01534 fps:2372 +frame:7.68e+06 wall_t:3238 t:480000 epi:nan +opt_step:120000 lr:5.8e-05 clip_eps:0.1 entropy:0.5189 +2026-01-08 11:45:58 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2779.72 total_reward_ma:2446.15 loss:0.01461 fps:2373 +frame:7.69e+06 wall_t:3241 t:480625 epi:nan +opt_step:120128 lr:5.78e-05 clip_eps:0.1 entropy:0.4931 +2026-01-08 11:46:02 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2777.20 total_reward_ma:2452.46 loss:0.0145 fps:2373 +frame:7.70e+06 wall_t:3245 t:481250 epi:nan +opt_step:120288 lr:5.754e-05 clip_eps:0.1 entropy:0.4684 +2026-01-08 11:46:06 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2805.54 total_reward_ma:2459.08 loss:0.01239 fps:2373 +frame:7.71e+06 wall_t:3249 t:481875 epi:nan +opt_step:120448 lr:5.728e-05 clip_eps:0.1 entropy:0.4794 +2026-01-08 11:46:10 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2818.94 total_reward_ma:2465.20 loss:0.03189 fps:2373 +frame:7.72e+06 wall_t:3253 t:482500 epi:nan +opt_step:120608 lr:5.703e-05 clip_eps:0.1 entropy:0.4562 +2026-01-08 11:46:14 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2785.22 total_reward_ma:2470.80 loss:0.03034 fps:2373 +frame:7.73e+06 wall_t:3257 t:483125 epi:nan +opt_step:120768 lr:5.677e-05 clip_eps:0.1 entropy:0.4178 +2026-01-08 11:46:17 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2810.48 total_reward_ma:2476.69 loss:-0.004564 fps:2374 +frame:7.74e+06 wall_t:3260 t:483750 epi:nan +opt_step:120928 lr:5.652e-05 clip_eps:0.1 entropy:0.4216 +2026-01-08 11:46:21 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2805.51 total_reward_ma:2482.65 loss:0.01365 fps:2375 +frame:7.75e+06 wall_t:3263 t:484375 epi:nan +opt_step:121088 lr:5.626e-05 clip_eps:0.1 entropy:0.4589 +2026-01-08 11:46:24 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2772.84 total_reward_ma:2488.26 loss:-0.0009558 fps:2375 +frame:7.76e+06 wall_t:3267 t:485000 epi:nan +opt_step:121248 lr:5.6e-05 clip_eps:0.1 entropy:0.4751 +2026-01-08 11:46:27 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2774.39 total_reward_ma:2493.87 loss:0.02099 fps:2376 +frame:7.77e+06 wall_t:3270 t:485625 epi:nan +opt_step:121376 lr:5.58e-05 clip_eps:0.1 entropy:0.542 +2026-01-08 11:46:31 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2781.59 total_reward_ma:2499.54 loss:0.004563 fps:2376 +frame:7.78e+06 wall_t:3274 t:486250 epi:nan +opt_step:121536 lr:5.554e-05 clip_eps:0.1 entropy:0.5656 +2026-01-08 11:46:35 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2770.37 total_reward_ma:2504.27 loss:0.02771 fps:2377 +frame:7.79e+06 wall_t:3277 t:486875 epi:nan +opt_step:121696 lr:5.529e-05 clip_eps:0.1 entropy:0.46 +2026-01-08 11:46:38 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2746.21 total_reward_ma:2508.15 loss:0.04861 fps:2377 +frame:7.80e+06 wall_t:3281 t:487500 epi:nan +opt_step:121856 lr:5.503e-05 clip_eps:0.1 entropy:0.5185 +2026-01-08 11:46:42 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2747.11 total_reward_ma:2511.93 loss:0.0271 fps:2378 +frame:7.81e+06 wall_t:3284 t:488125 epi:nan +opt_step:122016 lr:5.477e-05 clip_eps:0.1 entropy:0.4939 +2026-01-08 11:46:45 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2693.81 total_reward_ma:2514.75 loss:0.009329 fps:2378 +frame:7.82e+06 wall_t:3288 t:488750 epi:nan +opt_step:122176 lr:5.452e-05 clip_eps:0.1 entropy:0.4934 +2026-01-08 11:46:48 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2696.73 total_reward_ma:2518.06 loss:0.01962 fps:2379 +frame:7.83e+06 wall_t:3291 t:489375 epi:nan +opt_step:122336 lr:5.426e-05 clip_eps:0.1 entropy:0.4577 +2026-01-08 11:46:52 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2671.95 total_reward_ma:2521.37 loss:0.03207 fps:2379 +frame:7.84e+06 wall_t:3295 t:490000 epi:nan +opt_step:122496 lr:5.401e-05 clip_eps:0.1 entropy:0.4673 +2026-01-08 11:46:56 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2639.66 total_reward_ma:2524.15 loss:0.009341 fps:2380 +frame:7.85e+06 wall_t:3298 t:490625 epi:nan +opt_step:122656 lr:5.375e-05 clip_eps:0.1 entropy:0.5228 +2026-01-08 11:46:59 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2670.51 total_reward_ma:2527.98 loss:0.007783 fps:2380 +frame:7.86e+06 wall_t:3302 t:491250 epi:nan +opt_step:122784 lr:5.355e-05 clip_eps:0.1 entropy:0.4485 +2026-01-08 11:47:03 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2633.49 total_reward_ma:2531.64 loss:0.0194 fps:2381 +frame:7.87e+06 wall_t:3306 t:491875 epi:nan +opt_step:122944 lr:5.329e-05 clip_eps:0.1 entropy:0.4652 +2026-01-08 11:47:07 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2661.74 total_reward_ma:2535.58 loss:0.001235 fps:2381 +frame:7.88e+06 wall_t:3310 t:492500 epi:nan +opt_step:123104 lr:5.303e-05 clip_eps:0.1 entropy:0.4637 +2026-01-08 11:47:10 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2622.93 total_reward_ma:2538.27 loss:0.03356 fps:2382 +frame:7.89e+06 wall_t:3313 t:493125 epi:nan +opt_step:123264 lr:5.278e-05 clip_eps:0.1 entropy:0.5432 +2026-01-08 11:47:14 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2616.70 total_reward_ma:2540.54 loss:0.02608 fps:2382 +frame:7.90e+06 wall_t:3316 t:493750 epi:nan +opt_step:123424 lr:5.252e-05 clip_eps:0.1 entropy:0.5237 +2026-01-08 11:47:17 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2589.68 total_reward_ma:2543.01 loss:0.01527 fps:2383 +frame:7.91e+06 wall_t:3320 t:494375 epi:nan +opt_step:123584 lr:5.227e-05 clip_eps:0.1 entropy:0.4948 +2026-01-08 11:47:21 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2596.70 total_reward_ma:2545.84 loss:0.02317 fps:2383 +frame:7.92e+06 wall_t:3323 t:495000 epi:nan +opt_step:123744 lr:5.201e-05 clip_eps:0.1 entropy:0.5259 +2026-01-08 11:47:24 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2589.11 total_reward_ma:2548.73 loss:0.02354 fps:2384 +frame:7.93e+06 wall_t:3327 t:495625 epi:nan +opt_step:123904 lr:5.175e-05 clip_eps:0.1 entropy:0.4875 +2026-01-08 11:47:27 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2560.50 total_reward_ma:2551.21 loss:0.01434 fps:2384 +frame:7.94e+06 wall_t:3330 t:496250 epi:nan +opt_step:124032 lr:5.155e-05 clip_eps:0.1 entropy:0.4443 +2026-01-08 11:47:31 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2568.49 total_reward_ma:2553.36 loss:0.005689 fps:2385 +frame:7.95e+06 wall_t:3334 t:496875 epi:nan +opt_step:124192 lr:5.129e-05 clip_eps:0.1 entropy:0.4777 +2026-01-08 11:47:35 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2559.58 total_reward_ma:2555.15 loss:0.008557 fps:2385 +frame:7.96e+06 wall_t:3337 t:497500 epi:nan +opt_step:124352 lr:5.104e-05 clip_eps:0.1 entropy:0.5279 +2026-01-08 11:47:39 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2595.40 total_reward_ma:2557.99 loss:0.0135 fps:2385 +frame:7.97e+06 wall_t:3342 t:498125 epi:nan +opt_step:124512 lr:5.078e-05 clip_eps:0.1 entropy:0.5072 +2026-01-08 11:47:43 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2596.89 total_reward_ma:2561.12 loss:0.04366 fps:2385 +frame:7.98e+06 wall_t:3346 t:498750 epi:nan +opt_step:124672 lr:5.052e-05 clip_eps:0.1 entropy:0.5256 +2026-01-08 11:47:47 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2609.64 total_reward_ma:2564.74 loss:0.006636 fps:2385 +frame:7.99e+06 wall_t:3350 t:499375 epi:nan +opt_step:124832 lr:5.027e-05 clip_eps:0.1 entropy:0.4801 +2026-01-08 11:47:50 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2613.57 total_reward_ma:2568.46 loss:0.005543 fps:2386 +frame:8.00e+06 wall_t:3353 t:500000 epi:nan +opt_step:124992 lr:5.001e-05 clip_eps:0.1 entropy:0.5204 +2026-01-08 11:47:54 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2628.04 total_reward_ma:2571.73 loss:0.03296 fps:2386 +frame:8.01e+06 wall_t:3357 t:500625 epi:nan +opt_step:125152 lr:4.976e-05 clip_eps:0.1 entropy:0.4841 +2026-01-08 11:47:58 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2650.23 total_reward_ma:2575.45 loss:0.009331 fps:2387 +frame:8.02e+06 wall_t:3360 t:501250 epi:nan +opt_step:125312 lr:4.95e-05 clip_eps:0.1 entropy:0.4697 +2026-01-08 11:48:01 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2655.58 total_reward_ma:2579.22 loss:-0.001123 fps:2387 +frame:8.03e+06 wall_t:3364 t:501875 epi:nan +opt_step:125440 lr:4.93e-05 clip_eps:0.1 entropy:0.4601 +2026-01-08 11:48:05 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2656.59 total_reward_ma:2583.23 loss:0.001137 fps:2387 +frame:8.04e+06 wall_t:3368 t:502500 epi:nan +opt_step:125600 lr:4.904e-05 clip_eps:0.1 entropy:0.4829 +2026-01-08 11:48:08 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2674.01 total_reward_ma:2587.27 loss:0.006285 fps:2388 +frame:8.05e+06 wall_t:3371 t:503125 epi:nan +opt_step:125760 lr:4.878e-05 clip_eps:0.1 entropy:0.4952 +2026-01-08 11:48:12 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2753.64 total_reward_ma:2592.60 loss:0.02069 fps:2389 +frame:8.06e+06 wall_t:3374 t:503750 epi:nan +opt_step:125920 lr:4.853e-05 clip_eps:0.1 entropy:0.5591 +2026-01-08 11:48:15 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2770.47 total_reward_ma:2598.42 loss:0.02001 fps:2389 +frame:8.07e+06 wall_t:3378 t:504375 epi:nan +opt_step:126080 lr:4.827e-05 clip_eps:0.1 entropy:0.4907 +2026-01-08 11:48:19 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2781.25 total_reward_ma:2604.55 loss:0.03167 fps:2389 +frame:8.08e+06 wall_t:3382 t:505000 epi:nan +opt_step:126240 lr:4.802e-05 clip_eps:0.1 entropy:0.5356 +2026-01-08 11:48:23 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2764.18 total_reward_ma:2610.06 loss:0.0212 fps:2390 +frame:8.09e+06 wall_t:3385 t:505625 epi:nan +opt_step:126400 lr:4.776e-05 clip_eps:0.1 entropy:0.519 +2026-01-08 11:48:26 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2789.28 total_reward_ma:2615.53 loss:0.001743 fps:2390 +frame:8.10e+06 wall_t:3389 t:506250 epi:nan +opt_step:126560 lr:4.75e-05 clip_eps:0.1 entropy:0.5267 +2026-01-08 11:48:29 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2812.31 total_reward_ma:2621.08 loss:0.01158 fps:2391 +frame:8.11e+06 wall_t:3392 t:506875 epi:nan +opt_step:126688 lr:4.73e-05 clip_eps:0.1 entropy:0.4955 +2026-01-08 11:48:33 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2810.90 total_reward_ma:2626.53 loss:0.0171 fps:2391 +frame:8.12e+06 wall_t:3396 t:507500 epi:nan +opt_step:126848 lr:4.704e-05 clip_eps:0.1 entropy:0.5444 +2026-01-08 11:48:36 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2802.60 total_reward_ma:2632.28 loss:0.01001 fps:2392 +frame:8.13e+06 wall_t:3399 t:508125 epi:nan +opt_step:127008 lr:4.679e-05 clip_eps:0.1 entropy:0.4927 +2026-01-08 11:48:40 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2789.35 total_reward_ma:2637.84 loss:0.02221 fps:2392 +frame:8.14e+06 wall_t:3403 t:508750 epi:nan +opt_step:127168 lr:4.653e-05 clip_eps:0.1 entropy:0.5416 +2026-01-08 11:48:44 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2805.16 total_reward_ma:2643.30 loss:0.0139 fps:2392 +frame:8.15e+06 wall_t:3407 t:509375 epi:nan +opt_step:127328 lr:4.628e-05 clip_eps:0.1 entropy:0.5017 +2026-01-08 11:48:48 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2803.75 total_reward_ma:2648.70 loss:0.03246 fps:2392 +frame:8.16e+06 wall_t:3411 t:510000 epi:nan +opt_step:127488 lr:4.602e-05 clip_eps:0.1 entropy:0.5505 +2026-01-08 11:48:52 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2813.73 total_reward_ma:2653.80 loss:0.02041 fps:2392 +frame:8.17e+06 wall_t:3415 t:510625 epi:nan +opt_step:127648 lr:4.576e-05 clip_eps:0.1 entropy:0.5359 +2026-01-08 11:48:56 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2841.47 total_reward_ma:2658.78 loss:0.01281 fps:2393 +frame:8.18e+06 wall_t:3419 t:511250 epi:nan +opt_step:127808 lr:4.551e-05 clip_eps:0.1 entropy:0.5305 +2026-01-08 11:49:00 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2807.24 total_reward_ma:2663.25 loss:0.02417 fps:2393 +frame:8.19e+06 wall_t:3423 t:511875 epi:nan +opt_step:127968 lr:4.525e-05 clip_eps:0.1 entropy:0.4918 +2026-01-08 11:49:04 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2764.80 total_reward_ma:2667.64 loss:0.02779 fps:2393 +frame:8.20e+06 wall_t:3426 t:512500 epi:nan +opt_step:128096 lr:4.505e-05 clip_eps:0.1 entropy:0.462 +2026-01-08 11:49:08 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2771.54 total_reward_ma:2672.01 loss:0.02826 fps:2394 +frame:8.21e+06 wall_t:3430 t:513125 epi:nan +opt_step:128256 lr:4.479e-05 clip_eps:0.1 entropy:0.5252 +2026-01-08 11:49:11 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2774.69 total_reward_ma:2675.81 loss:0.01955 fps:2394 +frame:8.22e+06 wall_t:3434 t:513750 epi:nan +opt_step:128416 lr:4.453e-05 clip_eps:0.1 entropy:0.5255 +2026-01-08 11:49:15 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2790.15 total_reward_ma:2679.67 loss:0.03173 fps:2394 +frame:8.23e+06 wall_t:3438 t:514375 epi:nan +opt_step:128576 lr:4.428e-05 clip_eps:0.1 entropy:0.53 +2026-01-08 11:49:19 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2790.70 total_reward_ma:2682.83 loss:0.01475 fps:2394 +frame:8.24e+06 wall_t:3442 t:515000 epi:nan +opt_step:128736 lr:4.402e-05 clip_eps:0.1 entropy:0.5015 +2026-01-08 11:49:22 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2778.20 total_reward_ma:2685.58 loss:0.02676 fps:2395 +frame:8.25e+06 wall_t:3445 t:515625 epi:nan +opt_step:128896 lr:4.377e-05 clip_eps:0.1 entropy:0.5378 +2026-01-08 11:49:26 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2769.49 total_reward_ma:2688.50 loss:0.009974 fps:2395 +frame:8.26e+06 wall_t:3449 t:516250 epi:nan +opt_step:129056 lr:4.351e-05 clip_eps:0.1 entropy:0.4901 +2026-01-08 11:49:30 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2735.32 total_reward_ma:2690.94 loss:0.02692 fps:2395 +frame:8.27e+06 wall_t:3453 t:516875 epi:nan +opt_step:129216 lr:4.325e-05 clip_eps:0.1 entropy:0.4976 +2026-01-08 11:49:33 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2712.50 total_reward_ma:2692.94 loss:0.01868 fps:2396 +frame:8.28e+06 wall_t:3456 t:517500 epi:nan +opt_step:129344 lr:4.305e-05 clip_eps:0.1 entropy:0.53 +2026-01-08 11:49:37 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2689.41 total_reward_ma:2694.45 loss:0.01553 fps:2396 +frame:8.29e+06 wall_t:3460 t:518125 epi:nan +opt_step:129504 lr:4.279e-05 clip_eps:0.1 entropy:0.5187 +2026-01-08 11:49:41 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2710.19 total_reward_ma:2696.05 loss:0.0164 fps:2396 +frame:8.30e+06 wall_t:3464 t:518750 epi:nan +opt_step:129664 lr:4.254e-05 clip_eps:0.1 entropy:0.5257 +2026-01-08 11:49:44 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2683.96 total_reward_ma:2697.43 loss:0.01324 fps:2397 +frame:8.31e+06 wall_t:3467 t:519375 epi:nan +opt_step:129824 lr:4.228e-05 clip_eps:0.1 entropy:0.5601 +2026-01-08 11:49:48 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2718.88 total_reward_ma:2699.01 loss:0.03707 fps:2397 +frame:8.32e+06 wall_t:3471 t:520000 epi:nan +opt_step:129984 lr:4.203e-05 clip_eps:0.1 entropy:0.5203 +2026-01-08 11:49:51 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2717.12 total_reward_ma:2700.24 loss:0.03069 fps:2398 +frame:8.33e+06 wall_t:3474 t:520625 epi:nan +opt_step:130144 lr:4.177e-05 clip_eps:0.1 entropy:0.5659 +2026-01-08 11:49:55 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2728.99 total_reward_ma:2701.54 loss:0.03271 fps:2398 +frame:8.34e+06 wall_t:3478 t:521250 epi:nan +opt_step:130304 lr:4.151e-05 clip_eps:0.1 entropy:0.5648 +2026-01-08 11:50:00 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2729.51 total_reward_ma:2702.97 loss:0.002587 fps:2398 +frame:8.35e+06 wall_t:3482 t:521875 epi:nan +opt_step:130464 lr:4.126e-05 clip_eps:0.1 entropy:0.532 +2026-01-08 11:50:03 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2751.22 total_reward_ma:2704.17 loss:0.009707 fps:2398 +frame:8.36e+06 wall_t:3486 t:522500 epi:nan +opt_step:130624 lr:4.1e-05 clip_eps:0.1 entropy:0.5214 +2026-01-08 11:50:07 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2777.56 total_reward_ma:2705.78 loss:-0.002163 fps:2398 +frame:8.37e+06 wall_t:3490 t:523125 epi:nan +opt_step:130752 lr:4.08e-05 clip_eps:0.1 entropy:0.508 +2026-01-08 11:50:11 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2795.40 total_reward_ma:2707.95 loss:0.002965 fps:2399 +frame:8.38e+06 wall_t:3493 t:523750 epi:nan +opt_step:130912 lr:4.054e-05 clip_eps:0.1 entropy:0.5107 +2026-01-08 11:50:14 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2816.56 total_reward_ma:2710.31 loss:0.03562 fps:2399 +frame:8.39e+06 wall_t:3497 t:524375 epi:nan +opt_step:131072 lr:4.028e-05 clip_eps:0.1 entropy:0.5233 +2026-01-08 11:50:18 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2836.03 total_reward_ma:2712.58 loss:0.06004 fps:2399 +frame:8.40e+06 wall_t:3501 t:525000 epi:nan +opt_step:131232 lr:4.003e-05 clip_eps:0.1 entropy:0.4992 +2026-01-08 11:50:22 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2819.13 total_reward_ma:2714.76 loss:0.03524 fps:2400 +frame:8.41e+06 wall_t:3504 t:525625 epi:nan +opt_step:131392 lr:3.977e-05 clip_eps:0.1 entropy:0.5154 +2026-01-08 11:50:25 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2807.30 total_reward_ma:2716.81 loss:0.01148 fps:2400 +frame:8.42e+06 wall_t:3508 t:526250 epi:nan +opt_step:131552 lr:3.952e-05 clip_eps:0.1 entropy:0.4515 +2026-01-08 11:50:29 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2786.53 total_reward_ma:2718.67 loss:0.008816 fps:2400 +frame:8.43e+06 wall_t:3512 t:526875 epi:nan +opt_step:131712 lr:3.926e-05 clip_eps:0.1 entropy:0.4923 +2026-01-08 11:50:33 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2811.19 total_reward_ma:2720.77 loss:0.01656 fps:2400 +frame:8.44e+06 wall_t:3516 t:527500 epi:nan +opt_step:131872 lr:3.9e-05 clip_eps:0.1 entropy:0.5633 +2026-01-08 11:50:36 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2773.60 total_reward_ma:2722.81 loss:0.01271 fps:2401 +frame:8.45e+06 wall_t:3519 t:528125 epi:nan +opt_step:132000 lr:3.88e-05 clip_eps:0.1 entropy:0.523 +2026-01-08 11:50:40 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2810.19 total_reward_ma:2724.69 loss:0.02052 fps:2401 +frame:8.46e+06 wall_t:3523 t:528750 epi:nan +opt_step:132160 lr:3.854e-05 clip_eps:0.1 entropy:0.5117 +2026-01-08 11:50:44 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2806.34 total_reward_ma:2726.23 loss:0.03037 fps:2401 +frame:8.47e+06 wall_t:3527 t:529375 epi:nan +opt_step:132320 lr:3.829e-05 clip_eps:0.1 entropy:0.5112 +2026-01-08 11:50:48 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2799.18 total_reward_ma:2727.40 loss:0.02591 fps:2402 +frame:8.48e+06 wall_t:3530 t:530000 epi:nan +opt_step:132480 lr:3.803e-05 clip_eps:0.1 entropy:0.5254 +2026-01-08 11:50:51 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2764.75 total_reward_ma:2728.39 loss:-0.001221 fps:2402 +frame:8.49e+06 wall_t:3534 t:530625 epi:nan +opt_step:132640 lr:3.778e-05 clip_eps:0.1 entropy:0.5034 +2026-01-08 11:50:55 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2788.85 total_reward_ma:2729.46 loss:0.01189 fps:2403 +frame:8.50e+06 wall_t:3537 t:531250 epi:nan +opt_step:132800 lr:3.752e-05 clip_eps:0.1 entropy:0.5298 +2026-01-08 11:50:58 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2815.68 total_reward_ma:2730.78 loss:0.01945 fps:2403 +frame:8.51e+06 wall_t:3541 t:531875 epi:nan +opt_step:132960 lr:3.726e-05 clip_eps:0.1 entropy:0.5428 +2026-01-08 11:51:02 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2811.81 total_reward_ma:2732.29 loss:0.003844 fps:2403 +frame:8.52e+06 wall_t:3545 t:532500 epi:nan +opt_step:133120 lr:3.701e-05 clip_eps:0.1 entropy:0.4765 +2026-01-08 11:51:06 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2796.08 total_reward_ma:2733.74 loss:0.001385 fps:2404 +frame:8.53e+06 wall_t:3548 t:533125 epi:nan +opt_step:133280 lr:3.675e-05 clip_eps:0.1 entropy:0.4992 +2026-01-08 11:51:09 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2801.50 total_reward_ma:2735.10 loss:0.01484 fps:2404 +frame:8.54e+06 wall_t:3552 t:533750 epi:nan +opt_step:133408 lr:3.655e-05 clip_eps:0.1 entropy:0.4479 +2026-01-08 11:51:12 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2765.13 total_reward_ma:2736.10 loss:0.005 fps:2405 +frame:8.55e+06 wall_t:3555 t:534375 epi:nan +opt_step:133568 lr:3.629e-05 clip_eps:0.1 entropy:0.4693 +2026-01-08 11:51:16 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2784.44 total_reward_ma:2737.56 loss:0.03317 fps:2405 +frame:8.56e+06 wall_t:3559 t:535000 epi:nan +opt_step:133728 lr:3.604e-05 clip_eps:0.1 entropy:0.5055 +2026-01-08 11:51:20 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2768.57 total_reward_ma:2738.75 loss:0.002301 fps:2406 +frame:8.57e+06 wall_t:3562 t:535625 epi:nan +opt_step:133888 lr:3.578e-05 clip_eps:0.1 entropy:0.5435 +2026-01-08 11:51:23 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2764.04 total_reward_ma:2739.89 loss:0.01322 fps:2406 +frame:8.58e+06 wall_t:3566 t:536250 epi:nan +opt_step:134048 lr:3.552e-05 clip_eps:0.1 entropy:0.5258 +2026-01-08 11:51:26 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2778.10 total_reward_ma:2740.61 loss:0.01628 fps:2407 +frame:8.59e+06 wall_t:3569 t:536875 epi:nan +opt_step:134208 lr:3.527e-05 clip_eps:0.1 entropy:0.5013 +2026-01-08 11:51:30 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2791.11 total_reward_ma:2741.18 loss:0.005411 fps:2407 +frame:8.60e+06 wall_t:3573 t:537500 epi:nan +opt_step:134368 lr:3.501e-05 clip_eps:0.1 entropy:0.5926 +2026-01-08 11:51:34 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2786.32 total_reward_ma:2741.63 loss:0.007664 fps:2408 +frame:8.61e+06 wall_t:3576 t:538125 epi:nan +opt_step:134528 lr:3.476e-05 clip_eps:0.1 entropy:0.5367 +2026-01-08 11:51:37 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2777.29 total_reward_ma:2741.88 loss:0.03679 fps:2408 +frame:8.62e+06 wall_t:3580 t:538750 epi:nan +opt_step:134656 lr:3.455e-05 clip_eps:0.1 entropy:0.5543 +2026-01-08 11:51:40 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2840.54 total_reward_ma:2742.52 loss:0.01 fps:2409 +frame:8.63e+06 wall_t:3583 t:539375 epi:nan +opt_step:134816 lr:3.429e-05 clip_eps:0.1 entropy:0.5145 +2026-01-08 11:51:44 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2842.74 total_reward_ma:2743.16 loss:0.01932 fps:2409 +frame:8.64e+06 wall_t:3586 t:540000 epi:nan +opt_step:134976 lr:3.404e-05 clip_eps:0.1 entropy:0.4804 +2026-01-08 11:51:47 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2894.57 total_reward_ma:2744.55 loss:0.01179 fps:2409 +frame:8.65e+06 wall_t:3590 t:540625 epi:nan +opt_step:135136 lr:3.378e-05 clip_eps:0.1 entropy:0.5142 +2026-01-08 11:51:50 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2899.26 total_reward_ma:2746.02 loss:0.01365 fps:2410 +frame:8.66e+06 wall_t:3593 t:541250 epi:nan +opt_step:135296 lr:3.353e-05 clip_eps:0.1 entropy:0.5332 +2026-01-08 11:51:54 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2881.71 total_reward_ma:2747.32 loss:0.01246 fps:2410 +frame:8.67e+06 wall_t:3597 t:541875 epi:nan +opt_step:135456 lr:3.327e-05 clip_eps:0.1 entropy:0.5677 +2026-01-08 11:51:58 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2887.39 total_reward_ma:2748.68 loss:0.04791 fps:2411 +frame:8.68e+06 wall_t:3600 t:542500 epi:nan +opt_step:135616 lr:3.301e-05 clip_eps:0.1 entropy:0.5583 +2026-01-08 11:52:01 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2903.94 total_reward_ma:2749.92 loss:0.01262 fps:2411 +frame:8.69e+06 wall_t:3604 t:543125 epi:nan +opt_step:135776 lr:3.276e-05 clip_eps:0.1 entropy:0.5312 +2026-01-08 11:52:05 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2940.62 total_reward_ma:2751.55 loss:0.02132 fps:2411 +frame:8.70e+06 wall_t:3608 t:543750 epi:nan +opt_step:135936 lr:3.25e-05 clip_eps:0.1 entropy:0.6076 +2026-01-08 11:52:08 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2943.00 total_reward_ma:2752.93 loss:0.0248 fps:2412 +frame:8.71e+06 wall_t:3611 t:544375 epi:nan +opt_step:136064 lr:3.23e-05 clip_eps:0.1 entropy:0.564 +2026-01-08 11:52:12 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2940.12 total_reward_ma:2754.14 loss:0.01717 fps:2412 +frame:8.72e+06 wall_t:3615 t:545000 epi:nan +opt_step:136224 lr:3.204e-05 clip_eps:0.1 entropy:0.5207 +2026-01-08 11:52:16 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2939.08 total_reward_ma:2755.68 loss:0.01598 fps:2412 +frame:8.73e+06 wall_t:3619 t:545625 epi:nan +opt_step:136384 lr:3.179e-05 clip_eps:0.1 entropy:0.5343 +2026-01-08 11:52:19 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2940.58 total_reward_ma:2756.98 loss:0.007875 fps:2413 +frame:8.74e+06 wall_t:3622 t:546250 epi:nan +opt_step:136544 lr:3.153e-05 clip_eps:0.1 entropy:0.5758 +2026-01-08 11:52:23 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2999.61 total_reward_ma:2758.92 loss:0.02667 fps:2413 +frame:8.75e+06 wall_t:3626 t:546875 epi:nan +opt_step:136704 lr:3.127e-05 clip_eps:0.1 entropy:0.5546 +2026-01-08 11:52:27 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2983.32 total_reward_ma:2761.02 loss:0.01214 fps:2413 +frame:8.76e+06 wall_t:3630 t:547500 epi:nan +opt_step:136864 lr:3.102e-05 clip_eps:0.1 entropy:0.5417 +2026-01-08 11:52:31 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:2968.74 total_reward_ma:2762.97 loss:0.01373 fps:2414 +frame:8.77e+06 wall_t:3633 t:548125 epi:nan +opt_step:137024 lr:3.076e-05 clip_eps:0.1 entropy:0.5403 +2026-01-08 11:52:34 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3006.35 total_reward_ma:2765.21 loss:0.01922 fps:2414 +frame:8.78e+06 wall_t:3637 t:548750 epi:nan +opt_step:137184 lr:3.051e-05 clip_eps:0.1 entropy:0.526 +2026-01-08 11:52:38 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3075.95 total_reward_ma:2768.27 loss:0.02826 fps:2415 +frame:8.79e+06 wall_t:3640 t:549375 epi:nan +opt_step:137312 lr:3.03e-05 clip_eps:0.1 entropy:0.5453 +2026-01-08 11:52:41 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3098.50 total_reward_ma:2771.79 loss:0.02342 fps:2415 +frame:8.80e+06 wall_t:3644 t:550000 epi:nan +opt_step:137472 lr:3.004e-05 clip_eps:0.1 entropy:0.5867 +2026-01-08 11:52:45 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3100.60 total_reward_ma:2775.33 loss:0.01411 fps:2415 +frame:8.81e+06 wall_t:3648 t:550625 epi:nan +opt_step:137632 lr:2.979e-05 clip_eps:0.1 entropy:0.5158 +2026-01-08 11:52:48 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3086.67 total_reward_ma:2779.26 loss:-0.001978 fps:2416 +frame:8.82e+06 wall_t:3651 t:551250 epi:nan +opt_step:137792 lr:2.953e-05 clip_eps:0.1 entropy:0.5436 +2026-01-08 11:52:52 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3090.92 total_reward_ma:2783.20 loss:0.03629 fps:2416 +frame:8.83e+06 wall_t:3655 t:551875 epi:nan +opt_step:137952 lr:2.928e-05 clip_eps:0.1 entropy:0.5222 +2026-01-08 11:52:55 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3082.50 total_reward_ma:2787.30 loss:0.01738 fps:2417 +frame:8.84e+06 wall_t:3658 t:552500 epi:nan +opt_step:138112 lr:2.902e-05 clip_eps:0.1 entropy:0.5951 +2026-01-08 11:52:59 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3101.75 total_reward_ma:2791.93 loss:0.02665 fps:2417 +frame:8.85e+06 wall_t:3662 t:553125 epi:nan +opt_step:138272 lr:2.876e-05 clip_eps:0.1 entropy:0.5342 +2026-01-08 11:53:02 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3094.30 total_reward_ma:2796.16 loss:0.02908 fps:2417 +frame:8.86e+06 wall_t:3665 t:553750 epi:nan +opt_step:138432 lr:2.851e-05 clip_eps:0.1 entropy:0.5176 +2026-01-08 11:53:06 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3068.70 total_reward_ma:2800.51 loss:0.01603 fps:2418 +frame:8.87e+06 wall_t:3669 t:554375 epi:nan +opt_step:138592 lr:2.825e-05 clip_eps:0.1 entropy:0.4985 +2026-01-08 11:53:09 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3064.94 total_reward_ma:2804.55 loss:0.02346 fps:2418 +frame:8.88e+06 wall_t:3672 t:555000 epi:nan +opt_step:138720 lr:2.805e-05 clip_eps:0.1 entropy:0.4855 +2026-01-08 11:53:13 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3054.49 total_reward_ma:2808.86 loss:0.01117 fps:2418 +frame:8.89e+06 wall_t:3676 t:555625 epi:nan +opt_step:138880 lr:2.779e-05 clip_eps:0.1 entropy:0.4934 +2026-01-08 11:53:17 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3042.34 total_reward_ma:2813.12 loss:0.00863 fps:2419 +frame:8.90e+06 wall_t:3679 t:556250 epi:nan +opt_step:139040 lr:2.754e-05 clip_eps:0.1 entropy:0.4994 +2026-01-08 11:53:20 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3052.27 total_reward_ma:2817.75 loss:0.0134 fps:2419 +frame:8.91e+06 wall_t:3683 t:556875 epi:nan +opt_step:139200 lr:2.728e-05 clip_eps:0.1 entropy:0.5997 +2026-01-08 11:53:24 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3076.02 total_reward_ma:2822.54 loss:0.01907 fps:2420 +frame:8.92e+06 wall_t:3686 t:557500 epi:nan +opt_step:139360 lr:2.702e-05 clip_eps:0.1 entropy:0.5602 +2026-01-08 11:53:27 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3074.76 total_reward_ma:2827.39 loss:0.009448 fps:2420 +frame:8.93e+06 wall_t:3690 t:558125 epi:nan +opt_step:139520 lr:2.677e-05 clip_eps:0.1 entropy:0.5171 +2026-01-08 11:53:31 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3103.48 total_reward_ma:2832.82 loss:2.304e-05 fps:2421 +frame:8.94e+06 wall_t:3693 t:558750 epi:nan +opt_step:139680 lr:2.651e-05 clip_eps:0.1 entropy:0.4392 +2026-01-08 11:53:34 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3109.43 total_reward_ma:2838.23 loss:0.02314 fps:2421 +frame:8.95e+06 wall_t:3697 t:559375 epi:nan +opt_step:139840 lr:2.626e-05 clip_eps:0.1 entropy:0.4686 +2026-01-08 11:53:38 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3134.59 total_reward_ma:2843.98 loss:0.01481 fps:2422 +frame:8.96e+06 wall_t:3700 t:560000 epi:nan +opt_step:140000 lr:2.6e-05 clip_eps:0.1 entropy:0.5252 +2026-01-08 11:53:41 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3117.07 total_reward_ma:2849.20 loss:0.02304 fps:2422 +frame:8.97e+06 wall_t:3704 t:560625 epi:nan +opt_step:140128 lr:2.58e-05 clip_eps:0.1 entropy:0.5133 +2026-01-08 11:53:44 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3063.58 total_reward_ma:2853.87 loss:0.00176 fps:2422 +frame:8.98e+06 wall_t:3707 t:561250 epi:nan +opt_step:140288 lr:2.554e-05 clip_eps:0.1 entropy:0.4973 +2026-01-08 11:53:47 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3079.29 total_reward_ma:2858.56 loss:0.01379 fps:2423 +frame:8.99e+06 wall_t:3710 t:561875 epi:nan +opt_step:140448 lr:2.528e-05 clip_eps:0.1 entropy:0.5577 +2026-01-08 11:53:51 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3085.86 total_reward_ma:2863.29 loss:0.03605 fps:2423 +frame:9.00e+06 wall_t:3714 t:562500 epi:nan +opt_step:140608 lr:2.503e-05 clip_eps:0.1 entropy:0.5429 +2026-01-08 11:53:54 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3091.40 total_reward_ma:2867.92 loss:0.01471 fps:2424 +frame:9.01e+06 wall_t:3717 t:563125 epi:nan +opt_step:140768 lr:2.477e-05 clip_eps:0.1 entropy:0.5329 +2026-01-08 11:53:58 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3059.43 total_reward_ma:2872.01 loss:0.0006816 fps:2424 +frame:9.02e+06 wall_t:3721 t:563750 epi:nan +opt_step:140928 lr:2.452e-05 clip_eps:0.1 entropy:0.5523 +2026-01-08 11:54:01 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3108.17 total_reward_ma:2876.54 loss:0.01554 fps:2425 +frame:9.03e+06 wall_t:3724 t:564375 epi:nan +opt_step:141088 lr:2.426e-05 clip_eps:0.1 entropy:0.5133 +2026-01-08 11:54:05 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3107.58 total_reward_ma:2881.05 loss:0.0347 fps:2425 +frame:9.04e+06 wall_t:3728 t:565000 epi:nan +opt_step:141248 lr:2.4e-05 clip_eps:0.1 entropy:0.5715 +2026-01-08 11:54:08 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3122.37 total_reward_ma:2885.53 loss:0.007432 fps:2426 +frame:9.05e+06 wall_t:3731 t:565625 epi:nan +opt_step:141376 lr:2.38e-05 clip_eps:0.1 entropy:0.4795 +2026-01-08 11:54:12 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3136.64 total_reward_ma:2889.36 loss:0.01679 fps:2426 +frame:9.06e+06 wall_t:3735 t:566250 epi:nan +opt_step:141536 lr:2.354e-05 clip_eps:0.1 entropy:0.5225 +2026-01-08 11:54:16 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3115.27 total_reward_ma:2892.81 loss:0.005651 fps:2426 +frame:9.07e+06 wall_t:3739 t:566875 epi:nan +opt_step:141696 lr:2.329e-05 clip_eps:0.1 entropy:0.5312 +2026-01-08 11:54:20 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3105.86 total_reward_ma:2896.06 loss:0.04859 fps:2426 +frame:9.08e+06 wall_t:3743 t:567500 epi:nan +opt_step:141856 lr:2.303e-05 clip_eps:0.1 entropy:0.5439 +2026-01-08 11:54:24 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3123.88 total_reward_ma:2899.65 loss:0.02559 fps:2426 +frame:9.09e+06 wall_t:3747 t:568125 epi:nan +opt_step:142016 lr:2.277e-05 clip_eps:0.1 entropy:0.4704 +2026-01-08 11:54:27 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3134.47 total_reward_ma:2903.10 loss:0.00851 fps:2427 +frame:9.10e+06 wall_t:3750 t:568750 epi:nan +opt_step:142176 lr:2.252e-05 clip_eps:0.1 entropy:0.5139 +2026-01-08 11:54:31 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3151.59 total_reward_ma:2906.50 loss:0.01613 fps:2427 +frame:9.11e+06 wall_t:3754 t:569375 epi:nan +opt_step:142336 lr:2.226e-05 clip_eps:0.1 entropy:0.4831 +2026-01-08 11:54:35 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3161.58 total_reward_ma:2910.00 loss:0.0298 fps:2427 +frame:9.12e+06 wall_t:3758 t:570000 epi:nan +opt_step:142496 lr:2.201e-05 clip_eps:0.1 entropy:0.5748 +2026-01-08 11:54:39 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3127.10 total_reward_ma:2913.25 loss:0.008865 fps:2428 +frame:9.13e+06 wall_t:3761 t:570625 epi:nan +opt_step:142656 lr:2.175e-05 clip_eps:0.1 entropy:0.4956 +2026-01-08 11:54:42 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3213.07 total_reward_ma:2917.49 loss:0.01473 fps:2428 +frame:9.14e+06 wall_t:3765 t:571250 epi:nan +opt_step:142784 lr:2.155e-05 clip_eps:0.1 entropy:0.5447 +2026-01-08 11:54:45 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3220.68 total_reward_ma:2921.64 loss:0.02586 fps:2428 +frame:9.15e+06 wall_t:3768 t:571875 epi:nan +opt_step:142944 lr:2.129e-05 clip_eps:0.1 entropy:0.5208 +2026-01-08 11:54:49 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3207.80 total_reward_ma:2925.68 loss:0.01632 fps:2428 +frame:9.16e+06 wall_t:3772 t:572500 epi:nan +opt_step:143104 lr:2.103e-05 clip_eps:0.1 entropy:0.4682 +2026-01-08 11:54:52 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3213.75 total_reward_ma:2929.68 loss:0.01063 fps:2429 +frame:9.17e+06 wall_t:3775 t:573125 epi:nan +opt_step:143264 lr:2.078e-05 clip_eps:0.1 entropy:0.5199 +2026-01-08 11:54:56 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3208.10 total_reward_ma:2933.35 loss:0.04003 fps:2429 +frame:9.18e+06 wall_t:3779 t:573750 epi:nan +opt_step:143424 lr:2.052e-05 clip_eps:0.1 entropy:0.4947 +2026-01-08 11:55:00 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3212.71 total_reward_ma:2937.40 loss:0.02401 fps:2429 +frame:9.19e+06 wall_t:3783 t:574375 epi:nan +opt_step:143584 lr:2.027e-05 clip_eps:0.1 entropy:0.5415 +2026-01-08 11:55:03 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3175.18 total_reward_ma:2941.51 loss:0.02242 fps:2430 +frame:9.20e+06 wall_t:3786 t:575000 epi:nan +opt_step:143744 lr:2.001e-05 clip_eps:0.1 entropy:0.457 +2026-01-08 11:55:07 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3182.50 total_reward_ma:2945.62 loss:0.036 fps:2430 +frame:9.21e+06 wall_t:3790 t:575625 epi:nan +opt_step:143904 lr:1.975e-05 clip_eps:0.1 entropy:0.5837 +2026-01-08 11:55:11 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3200.62 total_reward_ma:2949.88 loss:0.03254 fps:2430 +frame:9.22e+06 wall_t:3794 t:576250 epi:nan +opt_step:144032 lr:1.955e-05 clip_eps:0.1 entropy:0.5258 +2026-01-08 11:55:15 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3202.95 total_reward_ma:2954.00 loss:0.03018 fps:2430 +frame:9.23e+06 wall_t:3798 t:576875 epi:nan +opt_step:144192 lr:1.929e-05 clip_eps:0.1 entropy:0.5302 +2026-01-08 11:55:19 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3208.75 total_reward_ma:2958.19 loss:0.01489 fps:2430 +frame:9.24e+06 wall_t:3802 t:577500 epi:nan +opt_step:144352 lr:1.904e-05 clip_eps:0.1 entropy:0.586 +2026-01-08 11:55:22 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3195.08 total_reward_ma:2962.35 loss:0.01023 fps:2431 +frame:9.25e+06 wall_t:3805 t:578125 epi:nan +opt_step:144512 lr:1.878e-05 clip_eps:0.1 entropy:0.5663 +2026-01-08 11:55:26 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3177.10 total_reward_ma:2966.43 loss:0.03251 fps:2431 +frame:9.26e+06 wall_t:3809 t:578750 epi:nan +opt_step:144672 lr:1.852e-05 clip_eps:0.1 entropy:0.5054 +2026-01-08 11:55:30 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3155.21 total_reward_ma:2970.63 loss:0.04183 fps:2431 +frame:9.27e+06 wall_t:3813 t:579375 epi:nan +opt_step:144832 lr:1.827e-05 clip_eps:0.1 entropy:0.5045 +2026-01-08 11:55:33 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3133.08 total_reward_ma:2974.83 loss:0.01195 fps:2432 +frame:9.28e+06 wall_t:3816 t:580000 epi:nan +opt_step:144992 lr:1.801e-05 clip_eps:0.1 entropy:0.5277 +2026-01-08 11:55:37 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3165.19 total_reward_ma:2979.59 loss:0.03045 fps:2432 +frame:9.29e+06 wall_t:3820 t:580625 epi:nan +opt_step:145152 lr:1.776e-05 clip_eps:0.1 entropy:0.5014 +2026-01-08 11:55:41 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3137.53 total_reward_ma:2983.87 loss:0.03159 fps:2432 +frame:9.30e+06 wall_t:3824 t:581250 epi:nan +opt_step:145312 lr:1.75e-05 clip_eps:0.1 entropy:0.5655 +2026-01-08 11:55:44 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3141.33 total_reward_ma:2988.44 loss:0.01049 fps:2433 +frame:9.31e+06 wall_t:3827 t:581875 epi:nan +opt_step:145440 lr:1.73e-05 clip_eps:0.1 entropy:0.4652 +2026-01-08 11:55:48 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3141.28 total_reward_ma:2992.66 loss:0.03732 fps:2433 +frame:9.32e+06 wall_t:3831 t:582500 epi:nan +opt_step:145600 lr:1.704e-05 clip_eps:0.1 entropy:0.5392 +2026-01-08 11:55:52 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3131.29 total_reward_ma:2996.81 loss:0.01514 fps:2433 +frame:9.33e+06 wall_t:3834 t:583125 epi:nan +opt_step:145760 lr:1.678e-05 clip_eps:0.1 entropy:0.5167 +2026-01-08 11:55:55 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3120.21 total_reward_ma:3000.72 loss:0.01722 fps:2434 +frame:9.34e+06 wall_t:3838 t:583750 epi:nan +opt_step:145920 lr:1.653e-05 clip_eps:0.1 entropy:0.5241 +2026-01-08 11:55:59 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3139.15 total_reward_ma:3004.81 loss:0.01993 fps:2434 +frame:9.35e+06 wall_t:3841 t:584375 epi:nan +opt_step:146080 lr:1.627e-05 clip_eps:0.1 entropy:0.5589 +2026-01-08 11:56:02 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3121.83 total_reward_ma:3008.52 loss:0.02178 fps:2434 +frame:9.36e+06 wall_t:3845 t:585000 epi:nan +opt_step:146240 lr:1.602e-05 clip_eps:0.1 entropy:0.5124 +2026-01-08 11:56:06 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3084.60 total_reward_ma:3011.59 loss:0.01934 fps:2434 +frame:9.37e+06 wall_t:3849 t:585625 epi:nan +opt_step:146400 lr:1.576e-05 clip_eps:0.1 entropy:0.5485 +2026-01-08 11:56:09 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3063.95 total_reward_ma:3014.28 loss:0.02587 fps:2435 +frame:9.38e+06 wall_t:3852 t:586250 epi:nan +opt_step:146560 lr:1.55e-05 clip_eps:0.1 entropy:0.5376 +2026-01-08 11:56:12 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3050.34 total_reward_ma:3016.61 loss:0.02048 fps:2436 +frame:9.39e+06 wall_t:3855 t:586875 epi:nan +opt_step:146688 lr:1.53e-05 clip_eps:0.1 entropy:0.5237 +2026-01-08 11:56:16 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3085.90 total_reward_ma:3019.11 loss:0.004692 fps:2436 +frame:9.40e+06 wall_t:3859 t:587500 epi:nan +opt_step:146848 lr:1.504e-05 clip_eps:0.1 entropy:0.5099 +2026-01-08 11:56:20 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3082.95 total_reward_ma:3021.75 loss:0.01479 fps:2437 +frame:9.41e+06 wall_t:3862 t:588125 epi:nan +opt_step:147008 lr:1.479e-05 clip_eps:0.1 entropy:0.5497 +2026-01-08 11:56:24 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3057.33 total_reward_ma:3024.25 loss:0.01546 fps:2436 +frame:9.42e+06 wall_t:3867 t:588750 epi:nan +opt_step:147168 lr:1.453e-05 clip_eps:0.1 entropy:0.5611 +2026-01-08 11:56:28 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3061.70 total_reward_ma:3027.00 loss:0.02013 fps:2436 +frame:9.43e+06 wall_t:3871 t:589375 epi:nan +opt_step:147328 lr:1.428e-05 clip_eps:0.1 entropy:0.5299 +2026-01-08 11:56:32 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3129.50 total_reward_ma:3030.19 loss:0.007669 fps:2437 +frame:9.44e+06 wall_t:3874 t:590000 epi:nan +opt_step:147488 lr:1.402e-05 clip_eps:0.1 entropy:0.5238 +2026-01-08 11:56:35 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3132.47 total_reward_ma:3033.77 loss:0.01582 fps:2437 +frame:9.45e+06 wall_t:3878 t:590625 epi:nan +opt_step:147648 lr:1.376e-05 clip_eps:0.1 entropy:0.5694 +2026-01-08 11:56:38 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3129.43 total_reward_ma:3036.97 loss:0.02582 fps:2438 +frame:9.46e+06 wall_t:3881 t:591250 epi:nan +opt_step:147808 lr:1.351e-05 clip_eps:0.1 entropy:0.5952 +2026-01-08 11:56:42 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3126.63 total_reward_ma:3040.17 loss:0.01005 fps:2438 +frame:9.47e+06 wall_t:3885 t:591875 epi:nan +opt_step:147968 lr:1.325e-05 clip_eps:0.1 entropy:0.5639 +2026-01-08 11:56:45 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3206.24 total_reward_ma:3044.24 loss:0.0119 fps:2438 +frame:9.48e+06 wall_t:3888 t:592500 epi:nan +opt_step:148096 lr:1.305e-05 clip_eps:0.1 entropy:0.5169 +2026-01-08 11:56:49 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3206.24 total_reward_ma:3048.66 loss:0.02264 fps:2438 +frame:9.49e+06 wall_t:3892 t:593125 epi:nan +opt_step:148256 lr:1.279e-05 clip_eps:0.1 entropy:0.5452 +2026-01-08 11:56:53 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3224.57 total_reward_ma:3053.01 loss:0.01391 fps:2438 +frame:9.50e+06 wall_t:3896 t:593750 epi:nan +opt_step:148416 lr:1.253e-05 clip_eps:0.1 entropy:0.5547 +2026-01-08 11:56:57 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3239.71 total_reward_ma:3057.25 loss:0.01207 fps:2438 +frame:9.51e+06 wall_t:3900 t:594375 epi:nan +opt_step:148576 lr:1.228e-05 clip_eps:0.1 entropy:0.5285 +2026-01-08 11:57:00 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3333.53 total_reward_ma:3062.47 loss:0.02551 fps:2439 +frame:9.52e+06 wall_t:3903 t:595000 epi:nan +opt_step:148736 lr:1.202e-05 clip_eps:0.1 entropy:0.5061 +2026-01-08 11:57:04 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3318.35 total_reward_ma:3067.69 loss:0.01633 fps:2439 +frame:9.53e+06 wall_t:3907 t:595625 epi:nan +opt_step:148896 lr:1.177e-05 clip_eps:0.1 entropy:0.4683 +2026-01-08 11:57:08 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3372.07 total_reward_ma:3073.40 loss:0.009829 fps:2440 +frame:9.54e+06 wall_t:3910 t:596250 epi:nan +opt_step:149056 lr:1.151e-05 clip_eps:0.1 entropy:0.5065 +2026-01-08 11:57:11 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3381.83 total_reward_ma:3079.57 loss:0.02247 fps:2440 +frame:9.55e+06 wall_t:3914 t:596875 epi:nan +opt_step:149216 lr:1.125e-05 clip_eps:0.1 entropy:0.5068 +2026-01-08 11:57:14 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3374.92 total_reward_ma:3085.47 loss:0.02674 fps:2441 +frame:9.56e+06 wall_t:3917 t:597500 epi:nan +opt_step:149344 lr:1.105e-05 clip_eps:0.1 entropy:0.5327 +2026-01-08 11:57:18 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3381.52 total_reward_ma:3091.60 loss:0.0138 fps:2441 +frame:9.57e+06 wall_t:3921 t:598125 epi:nan +opt_step:149504 lr:1.079e-05 clip_eps:0.1 entropy:0.5564 +2026-01-08 11:57:21 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3411.21 total_reward_ma:3098.07 loss:0.00915 fps:2441 +frame:9.58e+06 wall_t:3924 t:598750 epi:nan +opt_step:149664 lr:1.054e-05 clip_eps:0.1 entropy:0.4809 +2026-01-08 11:57:25 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3427.50 total_reward_ma:3104.57 loss:0.02346 fps:2442 +frame:9.59e+06 wall_t:3927 t:599375 epi:nan +opt_step:149824 lr:1.028e-05 clip_eps:0.1 entropy:0.5737 +2026-01-08 11:57:28 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3522.29 total_reward_ma:3111.88 loss:0.02142 fps:2442 +frame:9.60e+06 wall_t:3931 t:600000 epi:nan +opt_step:149984 lr:1.003e-05 clip_eps:0.1 entropy:0.5501 +2026-01-08 11:57:32 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3511.15 total_reward_ma:3119.13 loss:0.01249 fps:2442 +frame:9.61e+06 wall_t:3935 t:600625 epi:nan +opt_step:150144 lr:9.77e-06 clip_eps:0.1 entropy:0.5182 +2026-01-08 11:57:36 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3518.31 total_reward_ma:3126.54 loss:0.02107 fps:2442 +frame:9.62e+06 wall_t:3939 t:601250 epi:nan +opt_step:150304 lr:9.514e-06 clip_eps:0.1 entropy:0.5208 +2026-01-08 11:57:40 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3527.47 total_reward_ma:3133.40 loss:0.01865 fps:2442 +frame:9.63e+06 wall_t:3943 t:601875 epi:nan +opt_step:150464 lr:9.258e-06 clip_eps:0.1 entropy:0.5969 +2026-01-08 11:57:43 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3624.25 total_reward_ma:3141.22 loss:0.02984 fps:2443 +frame:9.64e+06 wall_t:3946 t:602500 epi:nan +opt_step:150624 lr:9.002e-06 clip_eps:0.1 entropy:0.5282 +2026-01-08 11:57:47 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3693.05 total_reward_ma:3149.20 loss:0.02577 fps:2443 +frame:9.65e+06 wall_t:3950 t:603125 epi:nan +opt_step:150752 lr:8.797e-06 clip_eps:0.1 entropy:0.5329 +2026-01-08 11:57:51 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3712.72 total_reward_ma:3157.34 loss:0.02255 fps:2443 +frame:9.66e+06 wall_t:3954 t:603750 epi:nan +opt_step:150912 lr:8.541e-06 clip_eps:0.1 entropy:0.4989 +2026-01-08 11:57:55 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3699.62 total_reward_ma:3165.52 loss:0.0142 fps:2444 +frame:9.67e+06 wall_t:3957 t:604375 epi:nan +opt_step:151072 lr:8.285e-06 clip_eps:0.1 entropy:0.5019 +2026-01-08 11:57:58 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3705.06 total_reward_ma:3173.70 loss:0.02627 fps:2444 +frame:9.68e+06 wall_t:3961 t:605000 epi:nan +opt_step:151232 lr:8.029e-06 clip_eps:0.1 entropy:0.5389 +2026-01-08 11:58:02 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3675.31 total_reward_ma:3181.41 loss:0.008686 fps:2444 +frame:9.69e+06 wall_t:3965 t:605625 epi:nan +opt_step:151392 lr:7.773e-06 clip_eps:0.1 entropy:0.5264 +2026-01-08 11:58:06 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3647.93 total_reward_ma:3188.48 loss:0.02352 fps:2444 +frame:9.70e+06 wall_t:3969 t:606250 epi:nan +opt_step:151552 lr:7.517e-06 clip_eps:0.1 entropy:0.4907 +2026-01-08 11:58:09 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3657.16 total_reward_ma:3195.62 loss:0.01888 fps:2445 +frame:9.71e+06 wall_t:3972 t:606875 epi:nan +opt_step:151712 lr:7.261e-06 clip_eps:0.1 entropy:0.5548 +2026-01-08 11:58:13 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3657.98 total_reward_ma:3202.80 loss:0.02929 fps:2445 +frame:9.72e+06 wall_t:3976 t:607500 epi:nan +opt_step:151872 lr:7.005e-06 clip_eps:0.1 entropy:0.5205 +2026-01-08 11:58:16 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3633.57 total_reward_ma:3209.75 loss:0.00435 fps:2445 +frame:9.73e+06 wall_t:3979 t:608125 epi:nan +opt_step:152000 lr:6.8e-06 clip_eps:0.1 entropy:0.4859 +2026-01-08 11:58:19 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3625.31 total_reward_ma:3216.59 loss:0.03746 fps:2446 +frame:9.74e+06 wall_t:3982 t:608750 epi:nan +opt_step:152160 lr:6.544e-06 clip_eps:0.1 entropy:0.4994 +2026-01-08 11:58:23 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3600.41 total_reward_ma:3222.60 loss:0.01983 fps:2446 +frame:9.75e+06 wall_t:3986 t:609375 epi:nan +opt_step:152320 lr:6.288e-06 clip_eps:0.1 entropy:0.5789 +2026-01-08 11:58:26 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3583.65 total_reward_ma:3228.61 loss:0.009639 fps:2447 +frame:9.76e+06 wall_t:3989 t:610000 epi:nan +opt_step:152480 lr:6.032e-06 clip_eps:0.1 entropy:0.5368 +2026-01-08 11:58:30 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3551.62 total_reward_ma:3234.43 loss:0.02522 fps:2447 +frame:9.77e+06 wall_t:3993 t:610625 epi:nan +opt_step:152640 lr:5.776e-06 clip_eps:0.1 entropy:0.5003 +2026-01-08 11:58:34 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3550.79 total_reward_ma:3239.88 loss:0.02983 fps:2447 +frame:9.78e+06 wall_t:3997 t:611250 epi:nan +opt_step:152800 lr:5.52e-06 clip_eps:0.1 entropy:0.5295 +2026-01-08 11:58:38 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3546.19 total_reward_ma:3244.58 loss:0.01848 fps:2448 +frame:9.79e+06 wall_t:4000 t:611875 epi:nan +opt_step:152960 lr:5.264e-06 clip_eps:0.1 entropy:0.5425 +2026-01-08 11:58:41 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3476.62 total_reward_ma:3248.36 loss:0.01721 fps:2448 +frame:9.80e+06 wall_t:4004 t:612500 epi:nan +opt_step:153120 lr:5.008e-06 clip_eps:0.1 entropy:0.4729 +2026-01-08 11:58:44 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3462.54 total_reward_ma:3251.98 loss:0.026 fps:2448 +frame:9.81e+06 wall_t:4007 t:613125 epi:nan +opt_step:153280 lr:4.752e-06 clip_eps:0.1 entropy:0.4699 +2026-01-08 11:58:48 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3501.95 total_reward_ma:3256.13 loss:0.02604 fps:2448 +frame:9.82e+06 wall_t:4011 t:613750 epi:nan +opt_step:153408 lr:4.547e-06 clip_eps:0.1 entropy:0.5245 +2026-01-08 11:58:52 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3564.44 total_reward_ma:3260.87 loss:0.02516 fps:2449 +frame:9.83e+06 wall_t:4014 t:614375 epi:nan +opt_step:153568 lr:4.291e-06 clip_eps:0.1 entropy:0.5189 +2026-01-08 11:58:56 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3543.39 total_reward_ma:3265.48 loss:0.01686 fps:2449 +frame:9.84e+06 wall_t:4018 t:615000 epi:nan +opt_step:153728 lr:4.035e-06 clip_eps:0.1 entropy:0.5341 +2026-01-08 11:58:59 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3548.94 total_reward_ma:3269.95 loss:0.0177 fps:2449 +frame:9.85e+06 wall_t:4022 t:615625 epi:nan +opt_step:153888 lr:3.779e-06 clip_eps:0.1 entropy:0.5327 +2026-01-08 11:59:03 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3553.53 total_reward_ma:3274.54 loss:0.02831 fps:2450 +frame:9.86e+06 wall_t:4025 t:616250 epi:nan +opt_step:154048 lr:3.523e-06 clip_eps:0.1 entropy:0.5142 +2026-01-08 11:59:06 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3533.78 total_reward_ma:3279.19 loss:0.0109 fps:2450 +frame:9.87e+06 wall_t:4029 t:616875 epi:nan +opt_step:154208 lr:3.267e-06 clip_eps:0.1 entropy:0.5111 +2026-01-08 11:59:10 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3536.15 total_reward_ma:3283.91 loss:0.02087 fps:2450 +frame:9.88e+06 wall_t:4033 t:617500 epi:nan +opt_step:154368 lr:3.011e-06 clip_eps:0.1 entropy:0.5631 +2026-01-08 11:59:13 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3466.14 total_reward_ma:3288.02 loss:0.02091 fps:2450 +frame:9.89e+06 wall_t:4036 t:618125 epi:nan +opt_step:154528 lr:2.755e-06 clip_eps:0.1 entropy:0.4958 +2026-01-08 11:59:16 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3425.38 total_reward_ma:3291.85 loss:0.02579 fps:2451 +frame:9.90e+06 wall_t:4039 t:618750 epi:nan +opt_step:154656 lr:2.55e-06 clip_eps:0.1 entropy:0.4995 +2026-01-08 11:59:20 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3402.24 total_reward_ma:3295.35 loss:0.01698 fps:2451 +frame:9.91e+06 wall_t:4043 t:619375 epi:nan +opt_step:154816 lr:2.294e-06 clip_eps:0.1 entropy:0.5078 +2026-01-08 11:59:23 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3413.61 total_reward_ma:3298.73 loss:0.01329 fps:2452 +frame:9.92e+06 wall_t:4046 t:620000 epi:nan +opt_step:154976 lr:2.038e-06 clip_eps:0.1 entropy:0.4975 +2026-01-08 11:59:27 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3394.92 total_reward_ma:3301.93 loss:0.01805 fps:2452 +frame:9.93e+06 wall_t:4050 t:620625 epi:nan +opt_step:155136 lr:1.782e-06 clip_eps:0.1 entropy:0.4584 +2026-01-08 11:59:30 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3416.31 total_reward_ma:3305.06 loss:0.02303 fps:2453 +frame:9.94e+06 wall_t:4053 t:621250 epi:nan +opt_step:155296 lr:1.526e-06 clip_eps:0.1 entropy:0.4795 +2026-01-08 11:59:34 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3398.40 total_reward_ma:3307.95 loss:0.01713 fps:2453 +frame:9.95e+06 wall_t:4057 t:621875 epi:nan +opt_step:155456 lr:1.27e-06 clip_eps:0.1 entropy:0.4787 +2026-01-08 11:59:37 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3369.47 total_reward_ma:3310.30 loss:0.04626 fps:2453 +frame:9.96e+06 wall_t:4060 t:622500 epi:nan +opt_step:155616 lr:1.014e-06 clip_eps:0.1 entropy:0.5614 +2026-01-08 11:59:41 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3367.38 total_reward_ma:3312.80 loss:0.02408 fps:2454 +frame:9.97e+06 wall_t:4063 t:623125 epi:nan +opt_step:155776 lr:7.584e-07 clip_eps:0.1 entropy:0.5591 +2026-01-08 11:59:44 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3381.85 total_reward_ma:3315.98 loss:0.01376 fps:2454 +frame:9.98e+06 wall_t:4067 t:623750 epi:nan +opt_step:155936 lr:5.024e-07 clip_eps:0.1 entropy:0.5553 +2026-01-08 11:59:47 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3399.82 total_reward_ma:3319.19 loss:0.01647 fps:2455 +frame:9.99e+06 wall_t:4069 t:624375 epi:nan +opt_step:156064 lr:2.976e-07 clip_eps:0.1 entropy:0.5207 +2026-01-08 11:59:49 | INFO | PID:1221 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_lam70_assault_t0_s1 [train] +total_reward:3330.61 total_reward_ma:3321.64 loss:0.03537 fps:2456 +frame:1.00e+07 wall_t:4071 t:625000 epi:nan +opt_step:156224 lr:4.16e-08 clip_eps:0.1 entropy:0.555 +2026-01-08 11:59:49 | INFO | PID:1221 | slm_lab.lib.logger:info | Session 1 done diff --git a/data/ppo_atari_lam70_assault_2026_01_08_105154/log/ppo_atari_lam70_assault_t0_s2.log b/data/ppo_atari_lam70_assault_2026_01_08_105154/log/ppo_atari_lam70_assault_t0_s2.log new file mode 100644 index 0000000000000000000000000000000000000000..f27ba4eb7507067217547e5f4635667587d65f87 --- /dev/null +++ b/data/ppo_atari_lam70_assault_2026_01_08_105154/log/ppo_atari_lam70_assault_t0_s2.log @@ -0,0 +1,4002 @@ +2026-01-08 10:51:56 | INFO | PID:1222 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-08 10:53:19 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:211.91 total_reward_ma:211.91 loss:-0.02828 fps:123.5 +frame:1.00e+04 wall_t:81 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:1.919 +2026-01-08 10:53:23 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:238.50 total_reward_ma:225.20 loss:-0.02772 fps:232.6 +frame:2.00e+04 wall_t:86 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:1.906 +2026-01-08 10:53:27 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:241.50 total_reward_ma:230.64 loss:-0.03026 fps:333.3 +frame:3.00e+04 wall_t:90 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:1.904 +2026-01-08 10:53:32 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:254.85 total_reward_ma:236.69 loss:-0.03022 fps:421.1 +frame:4.00e+04 wall_t:95 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:1.881 +2026-01-08 10:53:36 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:262.23 total_reward_ma:241.80 loss:-0.03062 fps:505.1 +frame:5.00e+04 wall_t:99 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:1.852 +2026-01-08 10:53:41 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:265.71 total_reward_ma:245.78 loss:-0.03194 fps:576.9 +frame:6.00e+04 wall_t:104 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:1.822 +2026-01-08 10:53:45 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:285.18 total_reward_ma:251.41 loss:-0.02932 fps:648.1 +frame:7.00e+04 wall_t:108 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:1.821 +2026-01-08 10:53:49 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:293.58 total_reward_ma:256.68 loss:-0.028 fps:714.3 +frame:8.00e+04 wall_t:112 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:1.753 +2026-01-08 10:53:53 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:299.04 total_reward_ma:261.39 loss:-0.02986 fps:775.9 +frame:9.00e+04 wall_t:116 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:1.728 +2026-01-08 10:53:58 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:301.98 total_reward_ma:265.45 loss:-0.02843 fps:833.3 +frame:1.00e+05 wall_t:120 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:1.698 +2026-01-08 10:54:03 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:308.91 total_reward_ma:269.40 loss:-0.02909 fps:880 +frame:1.10e+05 wall_t:125 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:1.677 +2026-01-08 10:54:07 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:311.01 total_reward_ma:272.87 loss:-0.02682 fps:923.1 +frame:1.20e+05 wall_t:130 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:1.603 +2026-01-08 10:54:12 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:315.42 total_reward_ma:276.14 loss:-0.0275 fps:970.1 +frame:1.30e+05 wall_t:134 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:1.597 +2026-01-08 10:54:16 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:333.06 total_reward_ma:280.21 loss:-0.02252 fps:1007 +frame:1.40e+05 wall_t:139 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:1.605 +2026-01-08 10:54:20 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:340.62 total_reward_ma:284.23 loss:-0.02623 fps:1049 +frame:1.50e+05 wall_t:143 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:1.565 +2026-01-08 10:54:25 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:344.82 total_reward_ma:288.02 loss:-0.02028 fps:1081 +frame:1.60e+05 wall_t:148 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:1.501 +2026-01-08 10:54:29 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:348.18 total_reward_ma:291.56 loss:-0.02571 fps:1118 +frame:1.70e+05 wall_t:152 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:1.452 +2026-01-08 10:54:33 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:355.53 total_reward_ma:295.11 loss:-0.02227 fps:1154 +frame:1.80e+05 wall_t:156 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:1.477 +2026-01-08 10:54:37 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:365.61 total_reward_ma:298.82 loss:-0.02063 fps:1188 +frame:1.90e+05 wall_t:160 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:1.49 +2026-01-08 10:54:42 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:364.77 total_reward_ma:302.12 loss:-0.02684 fps:1212 +frame:2.00e+05 wall_t:165 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:1.417 +2026-01-08 10:54:47 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:375.48 total_reward_ma:305.61 loss:-0.02197 fps:1235 +frame:2.10e+05 wall_t:170 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:1.429 +2026-01-08 10:54:51 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:388.50 total_reward_ma:309.38 loss:-0.02214 fps:1264 +frame:2.20e+05 wall_t:174 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:1.387 +2026-01-08 10:54:55 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:402.57 total_reward_ma:313.43 loss:-0.02042 fps:1292 +frame:2.30e+05 wall_t:178 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:1.308 +2026-01-08 10:55:00 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:416.43 total_reward_ma:317.72 loss:-0.01874 fps:1319 +frame:2.40e+05 wall_t:182 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:1.394 +2026-01-08 10:55:04 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:419.79 total_reward_ma:321.81 loss:-0.02351 fps:1344 +frame:2.50e+05 wall_t:186 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:1.323 +2026-01-08 10:55:07 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:430.71 total_reward_ma:326.00 loss:-0.02087 fps:1368 +frame:2.60e+05 wall_t:190 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:1.343 +2026-01-08 10:55:12 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:446.25 total_reward_ma:330.45 loss:-0.01762 fps:1385 +frame:2.70e+05 wall_t:195 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:1.386 +2026-01-08 10:55:17 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:462.42 total_reward_ma:335.16 loss:-0.01866 fps:1400 +frame:2.80e+05 wall_t:200 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:1.304 +2026-01-08 10:55:21 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:467.46 total_reward_ma:339.72 loss:-0.01906 fps:1422 +frame:2.90e+05 wall_t:204 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:1.317 +2026-01-08 10:55:25 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:464.31 total_reward_ma:343.88 loss:-0.02094 fps:1442 +frame:3.00e+05 wall_t:208 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:1.34 +2026-01-08 10:55:30 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:481.74 total_reward_ma:348.32 loss:-0.01384 fps:1462 +frame:3.10e+05 wall_t:212 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:1.254 +2026-01-08 10:55:34 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:480.90 total_reward_ma:352.47 loss:-0.01956 fps:1475 +frame:3.20e+05 wall_t:217 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:1.234 +2026-01-08 10:55:38 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:493.91 total_reward_ma:356.75 loss:-0.01383 fps:1493 +frame:3.30e+05 wall_t:221 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:1.201 +2026-01-08 10:55:42 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:496.95 total_reward_ma:360.88 loss:-0.01851 fps:1511 +frame:3.40e+05 wall_t:225 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:1.094 +2026-01-08 10:55:47 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:512.80 total_reward_ma:365.22 loss:-0.01867 fps:1528 +frame:3.50e+05 wall_t:229 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:1.169 +2026-01-08 10:55:51 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:526.45 total_reward_ma:369.70 loss:-0.0181 fps:1538 +frame:3.60e+05 wall_t:234 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:1.098 +2026-01-08 10:55:55 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:543.35 total_reward_ma:374.39 loss:-0.01154 fps:1555 +frame:3.70e+05 wall_t:238 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:1.228 +2026-01-08 10:56:00 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:543.35 total_reward_ma:378.84 loss:-0.01301 fps:1570 +frame:3.80e+05 wall_t:242 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:1.137 +2026-01-08 10:56:04 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:552.38 total_reward_ma:383.29 loss:-0.02043 fps:1579 +frame:3.90e+05 wall_t:247 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:1.113 +2026-01-08 10:56:08 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:563.51 total_reward_ma:387.79 loss:-0.00796 fps:1594 +frame:4.00e+05 wall_t:251 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:1.171 +2026-01-08 10:56:13 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:568.87 total_reward_ma:392.21 loss:-0.01754 fps:1602 +frame:4.10e+05 wall_t:256 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:1.127 +2026-01-08 10:56:17 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:577.05 total_reward_ma:396.61 loss:-0.01266 fps:1615 +frame:4.20e+05 wall_t:260 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:1.099 +2026-01-08 10:56:21 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:576.84 total_reward_ma:400.80 loss:-0.01553 fps:1629 +frame:4.30e+05 wall_t:264 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:1.068 +2026-01-08 10:56:25 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:584.92 total_reward_ma:404.99 loss:-0.01797 fps:1642 +frame:4.40e+05 wall_t:268 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:1.043 +2026-01-08 10:56:29 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:593.95 total_reward_ma:409.18 loss:-0.01142 fps:1654 +frame:4.50e+05 wall_t:272 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:0.978 +2026-01-08 10:56:33 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:616.10 total_reward_ma:413.68 loss:-0.002723 fps:1667 +frame:4.60e+05 wall_t:276 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:0.935 +2026-01-08 10:56:38 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:625.65 total_reward_ma:418.19 loss:-0.009084 fps:1679 +frame:4.70e+05 wall_t:280 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:0.9804 +2026-01-08 10:56:42 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:647.17 total_reward_ma:422.96 loss:-0.008276 fps:1684 +frame:4.80e+05 wall_t:285 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:0.9962 +2026-01-08 10:56:47 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:662.60 total_reward_ma:427.85 loss:-0.005829 fps:1696 +frame:4.90e+05 wall_t:289 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:0.9156 +2026-01-08 10:56:51 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:674.26 total_reward_ma:432.78 loss:-0.008943 fps:1701 +frame:5.00e+05 wall_t:294 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:0.9367 +2026-01-08 10:56:56 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:692.63 total_reward_ma:437.88 loss:-0.003612 fps:1711 +frame:5.10e+05 wall_t:298 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:0.9203 +2026-01-08 10:56:59 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:699.87 total_reward_ma:442.91 loss:-0.002791 fps:1722 +frame:5.20e+05 wall_t:302 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:1.001 +2026-01-08 10:57:04 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:716.35 total_reward_ma:448.07 loss:-0.005172 fps:1726 +frame:5.30e+05 wall_t:307 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:0.9693 +2026-01-08 10:57:08 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:726.43 total_reward_ma:453.23 loss:-0.01078 fps:1736 +frame:5.40e+05 wall_t:311 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:0.9448 +2026-01-08 10:57:13 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:725.91 total_reward_ma:458.19 loss:-0.001694 fps:1746 +frame:5.50e+05 wall_t:315 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:0.842 +2026-01-08 10:57:17 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:734.83 total_reward_ma:463.13 loss:-0.005685 fps:1750 +frame:5.60e+05 wall_t:320 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:0.849 +2026-01-08 10:57:22 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:739.55 total_reward_ma:467.98 loss:0.002605 fps:1759 +frame:5.70e+05 wall_t:324 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:0.9188 +2026-01-08 10:57:26 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:751.19 total_reward_ma:472.86 loss:-0.004624 fps:1763 +frame:5.80e+05 wall_t:329 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:0.8813 +2026-01-08 10:57:30 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:767.66 total_reward_ma:477.86 loss:0.003561 fps:1772 +frame:5.90e+05 wall_t:333 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:0.8872 +2026-01-08 10:57:34 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:782.67 total_reward_ma:482.94 loss:-0.001723 fps:1780 +frame:6.00e+05 wall_t:337 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:0.9399 +2026-01-08 10:57:38 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:782.68 total_reward_ma:487.85 loss:-0.007233 fps:1789 +frame:6.10e+05 wall_t:341 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:0.8986 +2026-01-08 10:57:42 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:791.29 total_reward_ma:492.74 loss:-0.002163 fps:1797 +frame:6.20e+05 wall_t:345 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:0.848 +2026-01-08 10:57:47 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:787.82 total_reward_ma:497.43 loss:-0.005928 fps:1800 +frame:6.30e+05 wall_t:350 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:0.9354 +2026-01-08 10:57:51 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:800.93 total_reward_ma:502.17 loss:-0.006253 fps:1808 +frame:6.40e+05 wall_t:354 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:0.846 +2026-01-08 10:57:55 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:800.19 total_reward_ma:506.75 loss:-9.394e-05 fps:1816 +frame:6.50e+05 wall_t:358 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:0.9034 +2026-01-08 10:58:00 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:806.17 total_reward_ma:511.29 loss:-0.005989 fps:1818 +frame:6.60e+05 wall_t:363 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:0.8617 +2026-01-08 10:58:04 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:815.10 total_reward_ma:515.83 loss:0.003847 fps:1826 +frame:6.70e+05 wall_t:367 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:0.9004 +2026-01-08 10:58:08 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:824.46 total_reward_ma:520.36 loss:0.008538 fps:1833 +frame:6.80e+05 wall_t:371 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:0.9132 +2026-01-08 10:58:12 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:815.65 total_reward_ma:524.64 loss:-0.004946 fps:1840 +frame:6.90e+05 wall_t:375 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:0.7414 +2026-01-08 10:58:17 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:822.79 total_reward_ma:528.90 loss:-0.003089 fps:1842 +frame:7.00e+05 wall_t:380 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:0.7971 +2026-01-08 10:58:21 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:839.90 total_reward_ma:533.28 loss:-0.00432 fps:1849 +frame:7.10e+05 wall_t:384 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:0.7949 +2026-01-08 10:58:26 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:875.28 total_reward_ma:538.03 loss:-0.0005096 fps:1856 +frame:7.20e+05 wall_t:388 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:0.8093 +2026-01-08 10:58:30 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:872.45 total_reward_ma:542.61 loss:0.01504 fps:1858 +frame:7.30e+05 wall_t:393 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:0.8701 +2026-01-08 10:58:34 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:881.39 total_reward_ma:547.19 loss:0.00195 fps:1864 +frame:7.40e+05 wall_t:397 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:0.7881 +2026-01-08 10:58:39 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:880.35 total_reward_ma:551.63 loss:-0.001128 fps:1870 +frame:7.50e+05 wall_t:401 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:0.8025 +2026-01-08 10:58:43 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:882.35 total_reward_ma:555.99 loss:-0.00274 fps:1872 +frame:7.60e+05 wall_t:406 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:0.8147 +2026-01-08 10:58:46 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:885.83 total_reward_ma:560.27 loss:0.001174 fps:1883 +frame:7.70e+05 wall_t:409 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:0.8857 +2026-01-08 10:58:51 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:899.16 total_reward_ma:564.61 loss:0.007108 fps:1884 +frame:7.80e+05 wall_t:414 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:0.82 +2026-01-08 10:58:55 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:899.90 total_reward_ma:568.86 loss:0.003246 fps:1890 +frame:7.90e+05 wall_t:418 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:0.7854 +2026-01-08 10:59:00 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:901.68 total_reward_ma:573.02 loss:-0.007405 fps:1891 +frame:8.00e+05 wall_t:423 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:0.8507 +2026-01-08 10:59:04 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:903.59 total_reward_ma:577.10 loss:0.004776 fps:1897 +frame:8.10e+05 wall_t:427 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:0.8486 +2026-01-08 10:59:09 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:900.24 total_reward_ma:581.04 loss:0.01152 fps:1903 +frame:8.20e+05 wall_t:431 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:0.8165 +2026-01-08 10:59:13 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:905.18 total_reward_ma:584.95 loss:-0.007482 fps:1904 +frame:8.30e+05 wall_t:436 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:0.7349 +2026-01-08 10:59:18 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:904.14 total_reward_ma:588.75 loss:0.001474 fps:1909 +frame:8.40e+05 wall_t:440 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:0.7833 +2026-01-08 10:59:22 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:902.88 total_reward_ma:592.44 loss:0.003015 fps:1910 +frame:8.50e+05 wall_t:445 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:0.7625 +2026-01-08 10:59:26 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:896.89 total_reward_ma:595.98 loss:0.00865 fps:1915 +frame:8.60e+05 wall_t:449 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:0.8717 +2026-01-08 10:59:30 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:904.97 total_reward_ma:599.53 loss:-0.003069 fps:1921 +frame:8.70e+05 wall_t:453 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:0.8345 +2026-01-08 10:59:35 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:924.92 total_reward_ma:603.23 loss:-0.001815 fps:1926 +frame:8.80e+05 wall_t:457 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:0.8466 +2026-01-08 10:59:39 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:925.55 total_reward_ma:606.85 loss:0.004959 fps:1926 +frame:8.90e+05 wall_t:462 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:0.7792 +2026-01-08 10:59:43 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:917.88 total_reward_ma:610.31 loss:0.004423 fps:1931 +frame:9.00e+05 wall_t:466 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:0.8636 +2026-01-08 10:59:48 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:917.98 total_reward_ma:613.69 loss:0.007123 fps:1932 +frame:9.10e+05 wall_t:471 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:0.7427 +2026-01-08 10:59:53 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:923.53 total_reward_ma:617.06 loss:-0.001287 fps:1937 +frame:9.20e+05 wall_t:475 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:0.8879 +2026-01-08 10:59:57 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:951.46 total_reward_ma:620.65 loss:0.005746 fps:1938 +frame:9.30e+05 wall_t:480 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:0.8514 +2026-01-08 11:00:01 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:953.88 total_reward_ma:624.20 loss:-0.001425 fps:1942 +frame:9.40e+05 wall_t:484 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:0.7997 +2026-01-08 11:00:06 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:960.70 total_reward_ma:627.74 loss:0.009734 fps:1943 +frame:9.50e+05 wall_t:489 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:0.8863 +2026-01-08 11:00:11 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:973.62 total_reward_ma:631.34 loss:0.01783 fps:1943 +frame:9.60e+05 wall_t:494 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:0.8792 +2026-01-08 11:00:15 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:984.23 total_reward_ma:634.98 loss:-0.0005295 fps:1948 +frame:9.70e+05 wall_t:498 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:0.8092 +2026-01-08 11:00:19 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:958.93 total_reward_ma:638.29 loss:0.01174 fps:1952 +frame:9.80e+05 wall_t:502 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:0.8872 +2026-01-08 11:00:23 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:945.60 total_reward_ma:641.39 loss:0.01045 fps:1957 +frame:9.90e+05 wall_t:506 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:0.8475 +2026-01-08 11:00:28 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:941.51 total_reward_ma:644.39 loss:0.01799 fps:1961 +frame:1.00e+06 wall_t:510 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:0.8922 +2026-01-08 11:00:32 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:962.20 total_reward_ma:651.90 loss:0.01033 fps:1961 +frame:1.01e+06 wall_t:515 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:0.8721 +2026-01-08 11:00:36 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:949.71 total_reward_ma:659.01 loss:0.01069 fps:1965 +frame:1.02e+06 wall_t:519 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:0.8347 +2026-01-08 11:00:40 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:940.99 total_reward_ma:666.00 loss:0.008563 fps:1969 +frame:1.03e+06 wall_t:523 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:0.8247 +2026-01-08 11:00:45 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:953.91 total_reward_ma:672.99 loss:0.006141 fps:1973 +frame:1.04e+06 wall_t:527 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:0.8934 +2026-01-08 11:00:49 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:956.22 total_reward_ma:679.93 loss:0.007478 fps:1974 +frame:1.05e+06 wall_t:532 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:0.9 +2026-01-08 11:00:53 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:948.87 total_reward_ma:686.76 loss:-0.003894 fps:1978 +frame:1.06e+06 wall_t:536 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:0.8872 +2026-01-08 11:00:58 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:944.46 total_reward_ma:693.36 loss:0.01079 fps:1978 +frame:1.07e+06 wall_t:541 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:0.8701 +2026-01-08 11:01:02 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:957.90 total_reward_ma:700.00 loss:-0.002784 fps:1982 +frame:1.08e+06 wall_t:545 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:0.8444 +2026-01-08 11:01:07 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:966.51 total_reward_ma:706.67 loss:0.002715 fps:1985 +frame:1.09e+06 wall_t:549 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:0.9099 +2026-01-08 11:01:11 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:980.90 total_reward_ma:713.46 loss:0.002183 fps:1986 +frame:1.10e+06 wall_t:554 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:0.7918 +2026-01-08 11:01:14 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:963.16 total_reward_ma:720.01 loss:-0.002582 fps:1993 +frame:1.11e+06 wall_t:557 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:0.861 +2026-01-08 11:01:19 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:985.21 total_reward_ma:726.75 loss:0.01126 fps:1993 +frame:1.12e+06 wall_t:562 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:0.9187 +2026-01-08 11:01:23 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:965.05 total_reward_ma:733.24 loss:0.004837 fps:1996 +frame:1.13e+06 wall_t:566 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:0.813 +2026-01-08 11:01:27 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:956.86 total_reward_ma:739.48 loss:0.0004335 fps:2000 +frame:1.14e+06 wall_t:570 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:0.8848 +2026-01-08 11:01:32 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:943.84 total_reward_ma:745.52 loss:0.00699 fps:2000 +frame:1.15e+06 wall_t:575 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:0.8661 +2026-01-08 11:01:37 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:940.37 total_reward_ma:751.47 loss:-0.007878 fps:2003 +frame:1.16e+06 wall_t:579 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:0.9052 +2026-01-08 11:01:41 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:920.21 total_reward_ma:757.19 loss:-0.002449 fps:2003 +frame:1.17e+06 wall_t:584 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:0.9285 +2026-01-08 11:01:45 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:930.08 total_reward_ma:762.94 loss:0.004858 fps:2007 +frame:1.18e+06 wall_t:588 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:0.8721 +2026-01-08 11:01:50 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:929.24 total_reward_ma:768.57 loss:0.01682 fps:2007 +frame:1.19e+06 wall_t:593 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:0.8152 +2026-01-08 11:01:54 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:922.31 total_reward_ma:774.15 loss:0.0002563 fps:2013 +frame:1.20e+06 wall_t:596 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:0.8328 +2026-01-08 11:01:58 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:934.07 total_reward_ma:779.73 loss:0.00568 fps:2013 +frame:1.21e+06 wall_t:601 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:0.8673 +2026-01-08 11:02:03 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:937.75 total_reward_ma:785.23 loss:-0.0004073 fps:2013 +frame:1.22e+06 wall_t:606 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:0.8209 +2026-01-08 11:02:07 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:945.31 total_reward_ma:790.65 loss:0.01126 fps:2016 +frame:1.23e+06 wall_t:610 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:0.8718 +2026-01-08 11:02:12 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:941.11 total_reward_ma:795.90 loss:0.002651 fps:2016 +frame:1.24e+06 wall_t:615 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:0.849 +2026-01-08 11:02:17 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:958.96 total_reward_ma:801.29 loss:0.01042 fps:2019 +frame:1.25e+06 wall_t:619 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:0.8779 +2026-01-08 11:02:21 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:966.00 total_reward_ma:806.65 loss:0.00146 fps:2022 +frame:1.26e+06 wall_t:623 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:0.8904 +2026-01-08 11:02:25 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:967.05 total_reward_ma:811.85 loss:0.01546 fps:2022 +frame:1.27e+06 wall_t:628 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:0.7809 +2026-01-08 11:02:30 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:972.09 total_reward_ma:816.95 loss:0.005462 fps:2025 +frame:1.28e+06 wall_t:632 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:0.7895 +2026-01-08 11:02:34 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:982.17 total_reward_ma:822.10 loss:-0.0002435 fps:2025 +frame:1.29e+06 wall_t:637 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:0.7638 +2026-01-08 11:02:38 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1006.00 total_reward_ma:827.51 loss:0.003911 fps:2028 +frame:1.30e+06 wall_t:641 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:0.7654 +2026-01-08 11:02:42 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1000.96 total_reward_ma:832.71 loss:0.009216 fps:2031 +frame:1.31e+06 wall_t:645 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:0.7421 +2026-01-08 11:02:46 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:994.87 total_reward_ma:837.85 loss:0.01514 fps:2034 +frame:1.32e+06 wall_t:649 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:0.8272 +2026-01-08 11:02:51 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:987.94 total_reward_ma:842.79 loss:0.001417 fps:2034 +frame:1.33e+06 wall_t:654 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:0.798 +2026-01-08 11:02:55 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:987.20 total_reward_ma:847.69 loss:0.008941 fps:2036 +frame:1.34e+06 wall_t:658 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:0.8281 +2026-01-08 11:03:00 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1015.44 total_reward_ma:852.72 loss:0.01163 fps:2036 +frame:1.35e+06 wall_t:663 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:0.7705 +2026-01-08 11:03:04 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1013.02 total_reward_ma:857.58 loss:0.01606 fps:2039 +frame:1.36e+06 wall_t:667 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:0.8098 +2026-01-08 11:03:08 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1012.18 total_reward_ma:862.27 loss:0.01935 fps:2042 +frame:1.37e+06 wall_t:671 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:0.7443 +2026-01-08 11:03:12 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:997.90 total_reward_ma:866.81 loss:0.01347 fps:2044 +frame:1.38e+06 wall_t:675 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:0.8553 +2026-01-08 11:03:17 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:968.40 total_reward_ma:870.97 loss:0.001367 fps:2044 +frame:1.39e+06 wall_t:680 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:0.8193 +2026-01-08 11:03:21 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:987.82 total_reward_ma:875.22 loss:-0.002563 fps:2047 +frame:1.40e+06 wall_t:684 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:0.819 +2026-01-08 11:03:25 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:987.29 total_reward_ma:879.40 loss:-0.009721 fps:2049 +frame:1.41e+06 wall_t:688 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:0.7831 +2026-01-08 11:03:30 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:991.38 total_reward_ma:883.55 loss:0.01168 fps:2052 +frame:1.42e+06 wall_t:692 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:0.9081 +2026-01-08 11:03:34 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1004.93 total_reward_ma:887.83 loss:0.003775 fps:2052 +frame:1.43e+06 wall_t:697 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:0.7965 +2026-01-08 11:03:38 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1001.68 total_reward_ma:891.99 loss:0.004738 fps:2054 +frame:1.44e+06 wall_t:701 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:0.7801 +2026-01-08 11:03:43 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1002.31 total_reward_ma:896.08 loss:-0.005378 fps:2057 +frame:1.45e+06 wall_t:705 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:0.7806 +2026-01-08 11:03:46 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1021.21 total_reward_ma:900.13 loss:0.01225 fps:2059 +frame:1.46e+06 wall_t:709 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:0.8591 +2026-01-08 11:03:51 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1012.81 total_reward_ma:904.00 loss:-0.002567 fps:2059 +frame:1.47e+06 wall_t:714 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:0.8013 +2026-01-08 11:03:56 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1006.72 total_reward_ma:907.60 loss:-0.001767 fps:2061 +frame:1.48e+06 wall_t:718 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:0.7994 +2026-01-08 11:04:00 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1052.08 total_reward_ma:911.49 loss:0.002693 fps:2064 +frame:1.49e+06 wall_t:722 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:0.7945 +2026-01-08 11:04:04 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1073.82 total_reward_ma:915.49 loss:0.002719 fps:2063 +frame:1.50e+06 wall_t:727 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:0.8008 +2026-01-08 11:04:08 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1088.94 total_reward_ma:919.45 loss:0.0002495 fps:2066 +frame:1.51e+06 wall_t:731 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:0.8284 +2026-01-08 11:04:12 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1097.87 total_reward_ma:923.43 loss:0.00627 fps:2068 +frame:1.52e+06 wall_t:735 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:0.7999 +2026-01-08 11:04:17 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1097.87 total_reward_ma:927.24 loss:0.009528 fps:2068 +frame:1.53e+06 wall_t:740 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:0.7275 +2026-01-08 11:04:20 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1094.72 total_reward_ma:930.93 loss:-0.006294 fps:2073 +frame:1.54e+06 wall_t:743 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:0.7409 +2026-01-08 11:04:25 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1108.58 total_reward_ma:934.75 loss:0.01198 fps:2072 +frame:1.55e+06 wall_t:748 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:0.7768 +2026-01-08 11:04:29 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1130.21 total_reward_ma:938.71 loss:0.01726 fps:2074 +frame:1.56e+06 wall_t:752 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:0.8181 +2026-01-08 11:04:34 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1134.94 total_reward_ma:942.66 loss:-0.00729 fps:2077 +frame:1.57e+06 wall_t:756 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:0.7573 +2026-01-08 11:04:38 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1152.16 total_reward_ma:946.67 loss:0.007427 fps:2076 +frame:1.58e+06 wall_t:761 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:0.7451 +2026-01-08 11:04:42 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1127.38 total_reward_ma:950.27 loss:0.01695 fps:2078 +frame:1.59e+06 wall_t:765 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:0.8301 +2026-01-08 11:04:47 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1125.49 total_reward_ma:953.70 loss:-0.001213 fps:2078 +frame:1.60e+06 wall_t:770 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:0.7805 +2026-01-08 11:04:52 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1123.60 total_reward_ma:957.11 loss:0.007191 fps:2077 +frame:1.61e+06 wall_t:775 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:0.7079 +2026-01-08 11:04:57 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1106.90 total_reward_ma:960.26 loss:0.002905 fps:2080 +frame:1.62e+06 wall_t:779 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:0.6981 +2026-01-08 11:05:00 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1097.87 total_reward_ma:963.36 loss:-0.004194 fps:2082 +frame:1.63e+06 wall_t:783 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:0.7598 +2026-01-08 11:05:05 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1111.41 total_reward_ma:966.47 loss:0.007132 fps:2081 +frame:1.64e+06 wall_t:788 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:0.7648 +2026-01-08 11:05:09 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1084.11 total_reward_ma:969.31 loss:0.009248 fps:2083 +frame:1.65e+06 wall_t:792 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:0.7129 +2026-01-08 11:05:14 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1040.53 total_reward_ma:971.65 loss:0.005343 fps:2083 +frame:1.66e+06 wall_t:797 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:0.7336 +2026-01-08 11:05:18 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1027.82 total_reward_ma:973.78 loss:0.004444 fps:2085 +frame:1.67e+06 wall_t:801 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:0.737 +2026-01-08 11:05:23 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1050.07 total_reward_ma:976.03 loss:-0.008692 fps:2087 +frame:1.68e+06 wall_t:805 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:0.7525 +2026-01-08 11:05:26 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1051.01 total_reward_ma:978.39 loss:0.02062 fps:2089 +frame:1.69e+06 wall_t:809 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:0.7651 +2026-01-08 11:05:31 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1054.58 total_reward_ma:980.70 loss:0.007453 fps:2088 +frame:1.70e+06 wall_t:814 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:0.7166 +2026-01-08 11:05:35 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1051.96 total_reward_ma:982.83 loss:0.00295 fps:2090 +frame:1.71e+06 wall_t:818 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:0.7718 +2026-01-08 11:05:39 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1032.22 total_reward_ma:984.40 loss:0.00776 fps:2092 +frame:1.72e+06 wall_t:822 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:0.7613 +2026-01-08 11:05:43 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1033.27 total_reward_ma:986.00 loss:0.01458 fps:2094 +frame:1.73e+06 wall_t:826 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:0.7485 +2026-01-08 11:05:47 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1074.85 total_reward_ma:987.94 loss:0.001489 fps:2096 +frame:1.74e+06 wall_t:830 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:0.7092 +2026-01-08 11:05:52 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1094.70 total_reward_ma:990.08 loss:0.003734 fps:2098 +frame:1.75e+06 wall_t:834 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:0.6749 +2026-01-08 11:05:56 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1115.27 total_reward_ma:992.41 loss:0.004317 fps:2098 +frame:1.76e+06 wall_t:839 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:0.7073 +2026-01-08 11:06:01 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1166.30 total_reward_ma:995.22 loss:0.009129 fps:2097 +frame:1.77e+06 wall_t:844 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:0.6805 +2026-01-08 11:06:05 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1214.29 total_reward_ma:998.37 loss:0.008977 fps:2099 +frame:1.78e+06 wall_t:848 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:0.6582 +2026-01-08 11:06:10 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1203.80 total_reward_ma:1001.41 loss:0.01229 fps:2101 +frame:1.79e+06 wall_t:852 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:0.6592 +2026-01-08 11:06:14 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1220.50 total_reward_ma:1004.59 loss:-0.002808 fps:2100 +frame:1.80e+06 wall_t:857 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:0.597 +2026-01-08 11:06:18 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1217.98 total_reward_ma:1007.74 loss:0.03022 fps:2102 +frame:1.81e+06 wall_t:861 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:0.6788 +2026-01-08 11:06:23 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1229.11 total_reward_ma:1011.03 loss:0.01762 fps:2102 +frame:1.82e+06 wall_t:866 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:0.6483 +2026-01-08 11:06:28 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1243.39 total_reward_ma:1014.41 loss:0.01186 fps:2103 +frame:1.83e+06 wall_t:870 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:0.6047 +2026-01-08 11:06:32 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1248.33 total_reward_ma:1017.85 loss:0.0198 fps:2103 +frame:1.84e+06 wall_t:875 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:0.5938 +2026-01-08 11:06:37 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1199.19 total_reward_ma:1020.81 loss:0.0179 fps:2102 +frame:1.85e+06 wall_t:880 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:0.5851 +2026-01-08 11:06:41 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1193.32 total_reward_ma:1023.78 loss:0.01084 fps:2104 +frame:1.86e+06 wall_t:884 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:0.582 +2026-01-08 11:06:46 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1156.57 total_reward_ma:1026.29 loss:0.02078 fps:2106 +frame:1.87e+06 wall_t:888 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:0.6228 +2026-01-08 11:06:49 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1144.81 total_reward_ma:1028.49 loss:0.01007 fps:2108 +frame:1.88e+06 wall_t:892 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:0.668 +2026-01-08 11:06:53 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1138.40 total_reward_ma:1030.62 loss:-0.006014 fps:2109 +frame:1.89e+06 wall_t:896 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:0.5599 +2026-01-08 11:06:58 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1112.25 total_reward_ma:1032.56 loss:-0.002211 fps:2109 +frame:1.90e+06 wall_t:901 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:0.6247 +2026-01-08 11:07:02 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1097.24 total_reward_ma:1034.36 loss:0.01754 fps:2110 +frame:1.91e+06 wall_t:905 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:0.5956 +2026-01-08 11:07:07 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1087.47 total_reward_ma:1036.00 loss:0.01638 fps:2110 +frame:1.92e+06 wall_t:910 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:0.6689 +2026-01-08 11:07:12 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1107.41 total_reward_ma:1037.56 loss:7.992e-05 fps:2112 +frame:1.93e+06 wall_t:914 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:0.5602 +2026-01-08 11:07:16 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1119.80 total_reward_ma:1039.22 loss:0.0108 fps:2111 +frame:1.94e+06 wall_t:919 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:0.6184 +2026-01-08 11:07:20 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1145.63 total_reward_ma:1041.06 loss:0.004163 fps:2113 +frame:1.95e+06 wall_t:923 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:0.6659 +2026-01-08 11:07:25 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1109.61 total_reward_ma:1042.42 loss:-0.003888 fps:2112 +frame:1.96e+06 wall_t:928 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:0.5401 +2026-01-08 11:07:29 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1096.16 total_reward_ma:1043.54 loss:0.01084 fps:2114 +frame:1.97e+06 wall_t:932 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:0.6409 +2026-01-08 11:07:33 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1091.52 total_reward_ma:1044.87 loss:0.002191 fps:2115 +frame:1.98e+06 wall_t:936 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:0.6457 +2026-01-08 11:07:37 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1067.48 total_reward_ma:1046.09 loss:0.02239 fps:2117 +frame:1.99e+06 wall_t:940 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:0.6594 +2026-01-08 11:07:41 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1091.93 total_reward_ma:1047.59 loss:0.01652 fps:2119 +frame:2.00e+06 wall_t:944 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:0.5754 +2026-01-08 11:07:45 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1104.94 total_reward_ma:1049.02 loss:0.01191 fps:2120 +frame:2.01e+06 wall_t:948 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:0.6525 +2026-01-08 11:07:50 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1129.83 total_reward_ma:1050.82 loss:0.003352 fps:2120 +frame:2.02e+06 wall_t:953 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:0.5764 +2026-01-08 11:07:54 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1114.08 total_reward_ma:1052.55 loss:0.006795 fps:2121 +frame:2.03e+06 wall_t:957 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:0.5632 +2026-01-08 11:07:58 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1128.67 total_reward_ma:1054.30 loss:0.03563 fps:2123 +frame:2.04e+06 wall_t:961 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:0.6812 +2026-01-08 11:08:02 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1137.28 total_reward_ma:1056.11 loss:0.01407 fps:2124 +frame:2.05e+06 wall_t:965 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:0.6702 +2026-01-08 11:08:06 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1140.85 total_reward_ma:1058.03 loss:0.01975 fps:2126 +frame:2.06e+06 wall_t:969 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:0.5799 +2026-01-08 11:08:11 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1148.83 total_reward_ma:1060.07 loss:0.01018 fps:2125 +frame:2.07e+06 wall_t:974 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:0.6099 +2026-01-08 11:08:15 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1159.02 total_reward_ma:1062.09 loss:0.02313 fps:2127 +frame:2.08e+06 wall_t:978 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:0.6648 +2026-01-08 11:08:20 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1215.63 total_reward_ma:1064.58 loss:0.01236 fps:2128 +frame:2.09e+06 wall_t:982 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:0.6799 +2026-01-08 11:08:24 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1209.95 total_reward_ma:1066.87 loss:0.01494 fps:2130 +frame:2.10e+06 wall_t:986 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:0.6638 +2026-01-08 11:08:28 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1210.28 total_reward_ma:1069.34 loss:-0.008426 fps:2129 +frame:2.11e+06 wall_t:991 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:0.5999 +2026-01-08 11:08:32 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1187.72 total_reward_ma:1071.36 loss:0.02514 fps:2131 +frame:2.12e+06 wall_t:995 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:0.5959 +2026-01-08 11:08:37 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1175.43 total_reward_ma:1073.47 loss:0.007196 fps:2132 +frame:2.13e+06 wall_t:999 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:0.646 +2026-01-08 11:08:41 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1162.00 total_reward_ma:1075.52 loss:0.01641 fps:2134 +frame:2.14e+06 wall_t:1003 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:0.6671 +2026-01-08 11:08:45 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1182.26 total_reward_ma:1077.90 loss:0.00952 fps:2133 +frame:2.15e+06 wall_t:1008 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:0.5594 +2026-01-08 11:08:50 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1179.85 total_reward_ma:1080.30 loss:0.008934 fps:2134 +frame:2.16e+06 wall_t:1012 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:0.6464 +2026-01-08 11:08:54 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1189.71 total_reward_ma:1082.99 loss:0.02284 fps:2134 +frame:2.17e+06 wall_t:1017 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:0.6244 +2026-01-08 11:08:59 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1195.81 total_reward_ma:1085.65 loss:0.0221 fps:2135 +frame:2.18e+06 wall_t:1021 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:0.7041 +2026-01-08 11:09:03 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1210.30 total_reward_ma:1088.46 loss:0.01656 fps:2135 +frame:2.19e+06 wall_t:1026 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:0.6254 +2026-01-08 11:09:07 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1164.28 total_reward_ma:1090.88 loss:0.0134 fps:2136 +frame:2.20e+06 wall_t:1030 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:0.6652 +2026-01-08 11:09:11 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1184.01 total_reward_ma:1093.38 loss:0.00525 fps:2137 +frame:2.21e+06 wall_t:1034 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:0.6643 +2026-01-08 11:09:15 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1157.34 total_reward_ma:1095.58 loss:0.02592 fps:2139 +frame:2.22e+06 wall_t:1038 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:0.6697 +2026-01-08 11:09:20 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1182.01 total_reward_ma:1097.94 loss:0.007066 fps:2138 +frame:2.23e+06 wall_t:1043 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:0.6363 +2026-01-08 11:09:24 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1172.46 total_reward_ma:1100.26 loss:0.01111 fps:2139 +frame:2.24e+06 wall_t:1047 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:0.6704 +2026-01-08 11:09:28 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1153.46 total_reward_ma:1102.20 loss:-0.005445 fps:2141 +frame:2.25e+06 wall_t:1051 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:0.6658 +2026-01-08 11:09:33 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1145.57 total_reward_ma:1104.00 loss:0.00333 fps:2140 +frame:2.26e+06 wall_t:1056 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:0.6302 +2026-01-08 11:09:37 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1182.42 total_reward_ma:1106.15 loss:0.01218 fps:2142 +frame:2.27e+06 wall_t:1060 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:0.6193 +2026-01-08 11:09:42 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1175.79 total_reward_ma:1108.19 loss:0.0102 fps:2141 +frame:2.28e+06 wall_t:1065 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:0.6747 +2026-01-08 11:09:46 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1223.35 total_reward_ma:1110.60 loss:0.01581 fps:2142 +frame:2.29e+06 wall_t:1069 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:0.6342 +2026-01-08 11:09:51 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1196.04 total_reward_ma:1112.50 loss:0.011 fps:2142 +frame:2.30e+06 wall_t:1074 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:0.655 +2026-01-08 11:09:54 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1252.20 total_reward_ma:1115.01 loss:0.006293 fps:2145 +frame:2.31e+06 wall_t:1077 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:0.6126 +2026-01-08 11:09:58 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1232.96 total_reward_ma:1117.39 loss:0.02283 fps:2146 +frame:2.32e+06 wall_t:1081 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:0.6893 +2026-01-08 11:10:03 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1259.92 total_reward_ma:1120.11 loss:0.02278 fps:2145 +frame:2.33e+06 wall_t:1086 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:0.7103 +2026-01-08 11:10:08 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1260.32 total_reward_ma:1122.84 loss:0.01677 fps:2147 +frame:2.34e+06 wall_t:1090 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:0.7036 +2026-01-08 11:10:12 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1279.46 total_reward_ma:1125.48 loss:0.01061 fps:2146 +frame:2.35e+06 wall_t:1095 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:0.5735 +2026-01-08 11:10:16 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1305.70 total_reward_ma:1128.41 loss:0.0009923 fps:2147 +frame:2.36e+06 wall_t:1099 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:0.6046 +2026-01-08 11:10:21 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1343.69 total_reward_ma:1131.73 loss:0.009207 fps:2149 +frame:2.37e+06 wall_t:1103 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:0.6621 +2026-01-08 11:10:25 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1381.03 total_reward_ma:1135.56 loss:0.005429 fps:2148 +frame:2.38e+06 wall_t:1108 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:0.5915 +2026-01-08 11:10:29 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1362.54 total_reward_ma:1139.50 loss:0.008601 fps:2149 +frame:2.39e+06 wall_t:1112 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:0.6172 +2026-01-08 11:10:34 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1357.18 total_reward_ma:1143.19 loss:0.02475 fps:2151 +frame:2.40e+06 wall_t:1116 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:0.5909 +2026-01-08 11:10:38 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1353.67 total_reward_ma:1146.86 loss:0.0176 fps:2150 +frame:2.41e+06 wall_t:1121 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:0.6208 +2026-01-08 11:10:42 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1372.03 total_reward_ma:1150.66 loss:-0.00374 fps:2151 +frame:2.42e+06 wall_t:1125 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:0.5829 +2026-01-08 11:10:47 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1358.49 total_reward_ma:1154.20 loss:0.01832 fps:2152 +frame:2.43e+06 wall_t:1129 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:0.6121 +2026-01-08 11:10:51 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1391.05 total_reward_ma:1158.09 loss:0.01525 fps:2152 +frame:2.44e+06 wall_t:1134 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:0.6066 +2026-01-08 11:10:55 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1401.84 total_reward_ma:1162.09 loss:0.01839 fps:2153 +frame:2.45e+06 wall_t:1138 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:0.6414 +2026-01-08 11:11:00 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1365.23 total_reward_ma:1165.53 loss:0.008716 fps:2154 +frame:2.46e+06 wall_t:1142 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:0.6732 +2026-01-08 11:11:04 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1330.52 total_reward_ma:1168.70 loss:0.01539 fps:2153 +frame:2.47e+06 wall_t:1147 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:0.5573 +2026-01-08 11:11:09 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1298.28 total_reward_ma:1171.62 loss:0.01701 fps:2155 +frame:2.48e+06 wall_t:1151 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:0.6606 +2026-01-08 11:11:13 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1298.07 total_reward_ma:1174.08 loss:0.002435 fps:2154 +frame:2.49e+06 wall_t:1156 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:0.5378 +2026-01-08 11:11:17 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1310.23 total_reward_ma:1176.44 loss:0.01449 fps:2155 +frame:2.50e+06 wall_t:1160 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:0.6459 +2026-01-08 11:11:22 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1331.83 total_reward_ma:1178.87 loss:0.02219 fps:2155 +frame:2.51e+06 wall_t:1165 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:0.5899 +2026-01-08 11:11:27 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1314.28 total_reward_ma:1181.04 loss:0.02011 fps:2156 +frame:2.52e+06 wall_t:1169 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:0.6469 +2026-01-08 11:11:31 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1297.62 total_reward_ma:1183.03 loss:0.01189 fps:2155 +frame:2.53e+06 wall_t:1174 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:0.61 +2026-01-08 11:11:35 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1298.41 total_reward_ma:1185.07 loss:0.01702 fps:2156 +frame:2.54e+06 wall_t:1178 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:0.6421 +2026-01-08 11:11:39 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1288.95 total_reward_ma:1186.88 loss:-0.003291 fps:2157 +frame:2.55e+06 wall_t:1182 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:0.6127 +2026-01-08 11:11:44 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1250.02 total_reward_ma:1188.07 loss:0.02788 fps:2159 +frame:2.56e+06 wall_t:1186 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:0.6279 +2026-01-08 11:11:47 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1307.63 total_reward_ma:1189.80 loss:0.01327 fps:2160 +frame:2.57e+06 wall_t:1190 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:0.5912 +2026-01-08 11:11:51 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1303.63 total_reward_ma:1191.31 loss:0.02899 fps:2161 +frame:2.58e+06 wall_t:1194 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:0.6896 +2026-01-08 11:11:56 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1304.88 total_reward_ma:1193.09 loss:0.02228 fps:2162 +frame:2.59e+06 wall_t:1198 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:0.6538 +2026-01-08 11:12:00 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1293.90 total_reward_ma:1194.77 loss:0.007063 fps:2161 +frame:2.60e+06 wall_t:1203 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:0.5246 +2026-01-08 11:12:05 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1302.82 total_reward_ma:1196.57 loss:0.02026 fps:2162 +frame:2.61e+06 wall_t:1207 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:0.5992 +2026-01-08 11:12:10 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1300.96 total_reward_ma:1198.51 loss:0.01819 fps:2162 +frame:2.62e+06 wall_t:1212 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:0.5507 +2026-01-08 11:12:14 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1303.37 total_reward_ma:1200.56 loss:0.007747 fps:2161 +frame:2.63e+06 wall_t:1217 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:0.5939 +2026-01-08 11:12:18 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1329.32 total_reward_ma:1202.74 loss:0.002798 fps:2162 +frame:2.64e+06 wall_t:1221 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:0.6167 +2026-01-08 11:12:22 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1359.83 total_reward_ma:1205.50 loss:0.003023 fps:2163 +frame:2.65e+06 wall_t:1225 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:0.5696 +2026-01-08 11:12:26 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1362.28 total_reward_ma:1208.72 loss:0.006469 fps:2164 +frame:2.66e+06 wall_t:1229 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:0.6341 +2026-01-08 11:12:30 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1393.08 total_reward_ma:1212.37 loss:0.01303 fps:2165 +frame:2.67e+06 wall_t:1233 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:0.5504 +2026-01-08 11:12:35 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1398.42 total_reward_ma:1215.85 loss:0.007965 fps:2165 +frame:2.68e+06 wall_t:1238 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:0.5817 +2026-01-08 11:12:39 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1421.29 total_reward_ma:1219.55 loss:0.007952 fps:2166 +frame:2.69e+06 wall_t:1242 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:0.5274 +2026-01-08 11:12:44 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1383.43 total_reward_ma:1222.84 loss:0.005868 fps:2167 +frame:2.70e+06 wall_t:1246 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:0.5543 +2026-01-08 11:12:49 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1404.37 total_reward_ma:1226.37 loss:0.01017 fps:2166 +frame:2.71e+06 wall_t:1251 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:0.629 +2026-01-08 11:12:53 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1396.63 total_reward_ma:1230.01 loss:0.008178 fps:2166 +frame:2.72e+06 wall_t:1256 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:0.6488 +2026-01-08 11:12:58 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1349.06 total_reward_ma:1233.17 loss:0.004031 fps:2165 +frame:2.73e+06 wall_t:1261 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:0.6345 +2026-01-08 11:13:02 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1386.06 total_reward_ma:1236.28 loss:0.002841 fps:2166 +frame:2.74e+06 wall_t:1265 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:0.6169 +2026-01-08 11:13:06 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1387.70 total_reward_ma:1239.21 loss:0.01496 fps:2167 +frame:2.75e+06 wall_t:1269 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:0.6389 +2026-01-08 11:13:11 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1385.09 total_reward_ma:1241.91 loss:0.01059 fps:2166 +frame:2.76e+06 wall_t:1274 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:0.6027 +2026-01-08 11:13:15 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1381.48 total_reward_ma:1244.06 loss:0.004306 fps:2167 +frame:2.77e+06 wall_t:1278 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:0.6261 +2026-01-08 11:13:20 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1338.19 total_reward_ma:1245.30 loss:0.01597 fps:2167 +frame:2.78e+06 wall_t:1283 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:0.5407 +2026-01-08 11:13:24 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1328.49 total_reward_ma:1246.55 loss:0.005708 fps:2168 +frame:2.79e+06 wall_t:1287 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:0.605 +2026-01-08 11:13:29 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1311.66 total_reward_ma:1247.46 loss:0.007154 fps:2167 +frame:2.80e+06 wall_t:1292 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:0.6316 +2026-01-08 11:13:33 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1309.08 total_reward_ma:1248.37 loss:0.01619 fps:2168 +frame:2.81e+06 wall_t:1296 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:0.6301 +2026-01-08 11:13:37 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1341.78 total_reward_ma:1249.50 loss:0.01411 fps:2169 +frame:2.82e+06 wall_t:1300 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:0.5587 +2026-01-08 11:13:42 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1371.99 total_reward_ma:1250.78 loss:0.01445 fps:2169 +frame:2.83e+06 wall_t:1305 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:0.5668 +2026-01-08 11:13:46 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1376.36 total_reward_ma:1252.06 loss:0.02681 fps:2170 +frame:2.84e+06 wall_t:1309 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:0.6273 +2026-01-08 11:13:51 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1392.13 total_reward_ma:1253.99 loss:0.007553 fps:2169 +frame:2.85e+06 wall_t:1314 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:0.556 +2026-01-08 11:13:55 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1401.67 total_reward_ma:1256.08 loss:0.01654 fps:2170 +frame:2.86e+06 wall_t:1318 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:0.5309 +2026-01-08 11:14:00 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1393.61 total_reward_ma:1258.45 loss:0.006129 fps:2169 +frame:2.87e+06 wall_t:1323 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:0.5588 +2026-01-08 11:14:04 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1438.67 total_reward_ma:1261.38 loss:0.009379 fps:2170 +frame:2.88e+06 wall_t:1327 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:0.5632 +2026-01-08 11:14:08 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1467.62 total_reward_ma:1264.68 loss:0.01053 fps:2171 +frame:2.89e+06 wall_t:1331 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:0.5579 +2026-01-08 11:14:13 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1473.61 total_reward_ma:1268.29 loss:0.01172 fps:2171 +frame:2.90e+06 wall_t:1336 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:0.5476 +2026-01-08 11:14:17 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1525.37 total_reward_ma:1272.57 loss:0.002923 fps:2173 +frame:2.91e+06 wall_t:1339 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:0.5907 +2026-01-08 11:14:22 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1545.02 total_reward_ma:1277.15 loss:0.005343 fps:2171 +frame:2.92e+06 wall_t:1345 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:0.5645 +2026-01-08 11:14:26 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1630.96 total_reward_ma:1282.38 loss:0.01665 fps:2172 +frame:2.93e+06 wall_t:1349 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:0.5901 +2026-01-08 11:14:30 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1626.42 total_reward_ma:1287.45 loss:0.009628 fps:2173 +frame:2.94e+06 wall_t:1353 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:0.5805 +2026-01-08 11:14:35 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1628.05 total_reward_ma:1292.27 loss:0.007138 fps:2172 +frame:2.95e+06 wall_t:1358 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:0.5584 +2026-01-08 11:14:39 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1645.35 total_reward_ma:1297.63 loss:0.01079 fps:2173 +frame:2.96e+06 wall_t:1362 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:0.5991 +2026-01-08 11:14:44 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1683.99 total_reward_ma:1303.51 loss:0.03167 fps:2173 +frame:2.97e+06 wall_t:1367 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:0.5857 +2026-01-08 11:14:48 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1685.57 total_reward_ma:1309.45 loss:-0.006548 fps:2174 +frame:2.98e+06 wall_t:1371 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:0.542 +2026-01-08 11:14:52 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1700.26 total_reward_ma:1315.78 loss:0.03095 fps:2175 +frame:2.99e+06 wall_t:1375 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:0.5877 +2026-01-08 11:14:56 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1735.11 total_reward_ma:1322.21 loss:0.0222 fps:2175 +frame:3.00e+06 wall_t:1379 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:0.6098 +2026-01-08 11:15:01 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1743.75 total_reward_ma:1328.60 loss:0.01171 fps:2176 +frame:3.01e+06 wall_t:1383 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:0.6592 +2026-01-08 11:15:05 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1781.46 total_reward_ma:1335.11 loss:0.009612 fps:2177 +frame:3.02e+06 wall_t:1387 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:0.5564 +2026-01-08 11:15:09 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1744.67 total_reward_ma:1341.42 loss:0.01706 fps:2177 +frame:3.03e+06 wall_t:1392 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:0.6055 +2026-01-08 11:15:13 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1714.46 total_reward_ma:1347.28 loss:0.01856 fps:2178 +frame:3.04e+06 wall_t:1396 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:0.5866 +2026-01-08 11:15:18 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1710.00 total_reward_ma:1353.00 loss:0.01527 fps:2177 +frame:3.05e+06 wall_t:1401 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:0.5875 +2026-01-08 11:15:22 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1724.05 total_reward_ma:1358.84 loss:0.02997 fps:2178 +frame:3.06e+06 wall_t:1405 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:0.6785 +2026-01-08 11:15:27 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1685.90 total_reward_ma:1364.21 loss:0.002811 fps:2179 +frame:3.07e+06 wall_t:1409 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:0.6507 +2026-01-08 11:15:30 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1647.92 total_reward_ma:1369.10 loss:0.01012 fps:2180 +frame:3.08e+06 wall_t:1413 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:0.5122 +2026-01-08 11:15:35 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1640.28 total_reward_ma:1373.34 loss:0.01503 fps:2181 +frame:3.09e+06 wall_t:1417 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:0.6033 +2026-01-08 11:15:39 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1702.99 total_reward_ma:1378.27 loss:0.004473 fps:2180 +frame:3.10e+06 wall_t:1422 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:0.5844 +2026-01-08 11:15:43 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1722.93 total_reward_ma:1383.40 loss:0.006439 fps:2181 +frame:3.11e+06 wall_t:1426 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:0.5835 +2026-01-08 11:15:48 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1734.83 total_reward_ma:1388.87 loss:0.001702 fps:2182 +frame:3.12e+06 wall_t:1430 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:0.582 +2026-01-08 11:15:52 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1715.82 total_reward_ma:1394.27 loss:0.01723 fps:2181 +frame:3.13e+06 wall_t:1435 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:0.611 +2026-01-08 11:15:57 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1706.32 total_reward_ma:1399.72 loss:0.01701 fps:2181 +frame:3.14e+06 wall_t:1440 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:0.5891 +2026-01-08 11:16:01 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1655.44 total_reward_ma:1404.45 loss:0.0162 fps:2181 +frame:3.15e+06 wall_t:1444 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:0.5565 +2026-01-08 11:16:05 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1650.34 total_reward_ma:1409.15 loss:0.009615 fps:2182 +frame:3.16e+06 wall_t:1448 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:0.5257 +2026-01-08 11:16:10 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1638.03 total_reward_ma:1413.64 loss:0.02877 fps:2182 +frame:3.17e+06 wall_t:1453 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:0.605 +2026-01-08 11:16:15 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1640.41 total_reward_ma:1418.08 loss:0.0127 fps:2181 +frame:3.18e+06 wall_t:1458 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:0.5751 +2026-01-08 11:16:20 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1662.42 total_reward_ma:1422.60 loss:0.009389 fps:2180 +frame:3.19e+06 wall_t:1463 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:0.5525 +2026-01-08 11:16:24 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1621.85 total_reward_ma:1427.18 loss:0.009153 fps:2181 +frame:3.20e+06 wall_t:1467 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:0.5308 +2026-01-08 11:16:28 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1637.52 total_reward_ma:1431.72 loss:0.00708 fps:2182 +frame:3.21e+06 wall_t:1471 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:0.6413 +2026-01-08 11:16:33 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1671.80 total_reward_ma:1436.86 loss:0.01863 fps:2183 +frame:3.22e+06 wall_t:1475 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:0.586 +2026-01-08 11:16:37 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1669.62 total_reward_ma:1441.74 loss:-0.0008742 fps:2182 +frame:3.23e+06 wall_t:1480 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:0.6027 +2026-01-08 11:16:42 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1662.40 total_reward_ma:1446.64 loss:0.02433 fps:2183 +frame:3.24e+06 wall_t:1484 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:0.5598 +2026-01-08 11:16:45 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1681.73 total_reward_ma:1451.92 loss:0.01153 fps:2184 +frame:3.25e+06 wall_t:1488 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:0.4975 +2026-01-08 11:16:49 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1600.77 total_reward_ma:1456.47 loss:0.03678 fps:2185 +frame:3.26e+06 wall_t:1492 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:0.5558 +2026-01-08 11:16:53 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1587.93 total_reward_ma:1460.53 loss:0.002021 fps:2187 +frame:3.27e+06 wall_t:1495 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:0.493 +2026-01-08 11:16:56 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1569.42 total_reward_ma:1464.46 loss:-0.004442 fps:2188 +frame:3.28e+06 wall_t:1499 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:0.5706 +2026-01-08 11:17:00 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1592.51 total_reward_ma:1468.15 loss:0.003587 fps:2189 +frame:3.29e+06 wall_t:1503 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:0.5515 +2026-01-08 11:17:04 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1592.19 total_reward_ma:1472.11 loss:0.01176 fps:2191 +frame:3.30e+06 wall_t:1506 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:0.646 +2026-01-08 11:17:07 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1566.23 total_reward_ma:1475.26 loss:0.01137 fps:2192 +frame:3.31e+06 wall_t:1510 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:0.5227 +2026-01-08 11:17:11 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1630.40 total_reward_ma:1479.23 loss:0.01268 fps:2193 +frame:3.32e+06 wall_t:1514 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:0.55 +2026-01-08 11:17:14 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1594.54 total_reward_ma:1482.58 loss:0.008312 fps:2195 +frame:3.33e+06 wall_t:1517 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:0.5889 +2026-01-08 11:17:18 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1591.28 total_reward_ma:1485.89 loss:0.02022 fps:2196 +frame:3.34e+06 wall_t:1521 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:0.6528 +2026-01-08 11:17:22 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1567.24 total_reward_ma:1488.76 loss:0.01631 fps:2197 +frame:3.35e+06 wall_t:1525 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:0.5785 +2026-01-08 11:17:26 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1545.40 total_reward_ma:1491.16 loss:0.01118 fps:2198 +frame:3.36e+06 wall_t:1529 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:0.5979 +2026-01-08 11:17:30 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1522.94 total_reward_ma:1492.95 loss:0.00211 fps:2200 +frame:3.37e+06 wall_t:1532 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:0.5786 +2026-01-08 11:17:33 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1519.16 total_reward_ma:1494.33 loss:0.01927 fps:2201 +frame:3.38e+06 wall_t:1536 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:0.6227 +2026-01-08 11:17:37 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1527.64 total_reward_ma:1495.98 loss:0.02231 fps:2201 +frame:3.39e+06 wall_t:1540 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:0.5916 +2026-01-08 11:17:41 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1540.98 total_reward_ma:1497.82 loss:0.001936 fps:2202 +frame:3.40e+06 wall_t:1544 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:0.5701 +2026-01-08 11:17:45 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1559.68 total_reward_ma:1499.88 loss:-0.000329 fps:2203 +frame:3.41e+06 wall_t:1548 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:0.5838 +2026-01-08 11:17:49 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1546.75 total_reward_ma:1501.63 loss:0.01852 fps:2204 +frame:3.42e+06 wall_t:1552 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:0.5921 +2026-01-08 11:17:54 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1565.24 total_reward_ma:1503.70 loss:0.008996 fps:2203 +frame:3.43e+06 wall_t:1557 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:0.609 +2026-01-08 11:17:59 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1596.96 total_reward_ma:1505.76 loss:0.01313 fps:2204 +frame:3.44e+06 wall_t:1561 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:0.6041 +2026-01-08 11:18:03 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1526.55 total_reward_ma:1507.00 loss:0.04485 fps:2203 +frame:3.45e+06 wall_t:1566 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:0.5729 +2026-01-08 11:18:08 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1537.88 total_reward_ma:1508.73 loss:0.002776 fps:2202 +frame:3.46e+06 wall_t:1571 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:0.5693 +2026-01-08 11:18:12 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1551.01 total_reward_ma:1510.94 loss:0.008754 fps:2203 +frame:3.47e+06 wall_t:1575 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:0.5738 +2026-01-08 11:18:17 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1570.89 total_reward_ma:1513.66 loss:0.001083 fps:2203 +frame:3.48e+06 wall_t:1580 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:0.5688 +2026-01-08 11:18:22 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1589.88 total_reward_ma:1516.58 loss:0.0232 fps:2202 +frame:3.49e+06 wall_t:1585 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:0.6137 +2026-01-08 11:18:26 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1596.73 total_reward_ma:1519.44 loss:0.007486 fps:2203 +frame:3.50e+06 wall_t:1589 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:0.5967 +2026-01-08 11:18:31 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1607.06 total_reward_ma:1522.20 loss:0.01318 fps:2203 +frame:3.51e+06 wall_t:1593 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:0.5892 +2026-01-08 11:18:35 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1612.22 total_reward_ma:1525.18 loss:0.01025 fps:2203 +frame:3.52e+06 wall_t:1598 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:0.5697 +2026-01-08 11:18:40 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1633.01 total_reward_ma:1528.53 loss:0.01372 fps:2202 +frame:3.53e+06 wall_t:1603 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:0.5669 +2026-01-08 11:18:44 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1610.46 total_reward_ma:1531.65 loss:0.03088 fps:2203 +frame:3.54e+06 wall_t:1607 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:0.6442 +2026-01-08 11:18:48 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1629.07 total_reward_ma:1535.05 loss:0.01159 fps:2204 +frame:3.55e+06 wall_t:1611 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:0.6279 +2026-01-08 11:18:52 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1650.34 total_reward_ma:1539.06 loss:0.008194 fps:2204 +frame:3.56e+06 wall_t:1615 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:0.6154 +2026-01-08 11:18:56 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1652.68 total_reward_ma:1542.51 loss:-0.0001828 fps:2205 +frame:3.57e+06 wall_t:1619 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:0.5549 +2026-01-08 11:19:00 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1614.06 total_reward_ma:1545.61 loss:0.01253 fps:2206 +frame:3.58e+06 wall_t:1623 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:0.5772 +2026-01-08 11:19:03 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1627.45 total_reward_ma:1548.84 loss:0.003006 fps:2208 +frame:3.59e+06 wall_t:1626 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:0.584 +2026-01-08 11:19:07 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1662.28 total_reward_ma:1552.52 loss:-0.001794 fps:2209 +frame:3.60e+06 wall_t:1630 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:0.576 +2026-01-08 11:19:11 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1660.81 total_reward_ma:1556.10 loss:0.02894 fps:2209 +frame:3.61e+06 wall_t:1634 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:0.5992 +2026-01-08 11:19:14 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1668.95 total_reward_ma:1559.78 loss:0.01284 fps:2211 +frame:3.62e+06 wall_t:1637 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:0.5668 +2026-01-08 11:19:18 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1672.84 total_reward_ma:1563.47 loss:0.009226 fps:2212 +frame:3.63e+06 wall_t:1641 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:0.5616 +2026-01-08 11:19:22 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1704.81 total_reward_ma:1567.23 loss:-0.0057 fps:2213 +frame:3.64e+06 wall_t:1645 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:0.5867 +2026-01-08 11:19:26 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1716.13 total_reward_ma:1570.79 loss:0.03268 fps:2213 +frame:3.65e+06 wall_t:1649 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:0.6692 +2026-01-08 11:19:29 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1680.62 total_reward_ma:1573.97 loss:0.002214 fps:2215 +frame:3.66e+06 wall_t:1652 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:0.5069 +2026-01-08 11:19:32 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1687.87 total_reward_ma:1576.92 loss:0.01966 fps:2218 +frame:3.67e+06 wall_t:1655 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:0.6441 +2026-01-08 11:19:36 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1689.50 total_reward_ma:1579.83 loss:0.006362 fps:2218 +frame:3.68e+06 wall_t:1659 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:0.6167 +2026-01-08 11:19:39 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1706.94 total_reward_ma:1582.69 loss:0.007051 fps:2220 +frame:3.69e+06 wall_t:1662 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:0.553 +2026-01-08 11:19:43 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1708.09 total_reward_ma:1585.94 loss:0.006339 fps:2221 +frame:3.70e+06 wall_t:1666 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:0.6205 +2026-01-08 11:19:47 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1724.56 total_reward_ma:1589.14 loss:0.0139 fps:2223 +frame:3.71e+06 wall_t:1669 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:0.5511 +2026-01-08 11:19:50 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1718.32 total_reward_ma:1592.36 loss:0.01664 fps:2224 +frame:3.72e+06 wall_t:1673 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:0.6029 +2026-01-08 11:19:54 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1750.54 total_reward_ma:1596.37 loss:0.01844 fps:2226 +frame:3.73e+06 wall_t:1676 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:0.5698 +2026-01-08 11:19:57 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1758.85 total_reward_ma:1600.10 loss:0.02043 fps:2226 +frame:3.74e+06 wall_t:1680 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:0.6114 +2026-01-08 11:20:01 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1739.44 total_reward_ma:1603.62 loss:0.01086 fps:2227 +frame:3.75e+06 wall_t:1684 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:0.56 +2026-01-08 11:20:04 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1744.08 total_reward_ma:1607.21 loss:0.007102 fps:2229 +frame:3.76e+06 wall_t:1687 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:0.6021 +2026-01-08 11:20:08 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1691.44 total_reward_ma:1610.31 loss:0.02524 fps:2229 +frame:3.77e+06 wall_t:1691 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:0.5993 +2026-01-08 11:20:11 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1684.19 total_reward_ma:1613.77 loss:0.01062 fps:2231 +frame:3.78e+06 wall_t:1694 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:0.5669 +2026-01-08 11:20:15 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1692.15 total_reward_ma:1617.40 loss:0.01035 fps:2232 +frame:3.79e+06 wall_t:1698 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:0.5578 +2026-01-08 11:20:19 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1672.35 total_reward_ma:1621.01 loss:0.007738 fps:2234 +frame:3.80e+06 wall_t:1701 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:0.632 +2026-01-08 11:20:22 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1665.85 total_reward_ma:1624.58 loss:-0.000198 fps:2235 +frame:3.81e+06 wall_t:1705 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:0.599 +2026-01-08 11:20:26 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1679.66 total_reward_ma:1627.95 loss:0.009723 fps:2237 +frame:3.82e+06 wall_t:1708 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:0.6044 +2026-01-08 11:20:29 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1653.97 total_reward_ma:1630.77 loss:-0.0002086 fps:2237 +frame:3.83e+06 wall_t:1712 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:0.5897 +2026-01-08 11:20:33 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1676.42 total_reward_ma:1633.78 loss:0.0156 fps:2238 +frame:3.84e+06 wall_t:1716 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:0.6136 +2026-01-08 11:20:36 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1662.41 total_reward_ma:1636.48 loss:0.0285 fps:2240 +frame:3.85e+06 wall_t:1719 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:0.5956 +2026-01-08 11:20:40 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1680.98 total_reward_ma:1639.27 loss:0.01028 fps:2240 +frame:3.86e+06 wall_t:1723 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:0.5765 +2026-01-08 11:20:44 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1688.47 total_reward_ma:1642.22 loss:0.01899 fps:2241 +frame:3.87e+06 wall_t:1727 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:0.5975 +2026-01-08 11:20:47 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1655.54 total_reward_ma:1644.39 loss:0.01173 fps:2243 +frame:3.88e+06 wall_t:1730 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:0.6082 +2026-01-08 11:20:51 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1576.58 total_reward_ma:1645.48 loss:0.01488 fps:2243 +frame:3.89e+06 wall_t:1734 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:0.5138 +2026-01-08 11:20:55 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1600.74 total_reward_ma:1646.75 loss:0.01424 fps:2244 +frame:3.90e+06 wall_t:1738 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:0.5954 +2026-01-08 11:20:59 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1615.61 total_reward_ma:1647.65 loss:0.0007774 fps:2245 +frame:3.91e+06 wall_t:1742 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:0.5017 +2026-01-08 11:21:02 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1589.68 total_reward_ma:1648.10 loss:0.001248 fps:2246 +frame:3.92e+06 wall_t:1745 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:0.6151 +2026-01-08 11:21:06 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1597.45 total_reward_ma:1647.76 loss:0.006988 fps:2248 +frame:3.93e+06 wall_t:1748 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:0.5619 +2026-01-08 11:21:09 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1624.57 total_reward_ma:1647.74 loss:0.005914 fps:2249 +frame:3.94e+06 wall_t:1752 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:0.5874 +2026-01-08 11:21:13 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1656.37 total_reward_ma:1648.03 loss:-0.003395 fps:2249 +frame:3.95e+06 wall_t:1756 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:0.5171 +2026-01-08 11:21:16 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1649.97 total_reward_ma:1648.07 loss:0.00268 fps:2251 +frame:3.96e+06 wall_t:1759 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:0.5566 +2026-01-08 11:21:20 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1666.18 total_reward_ma:1647.90 loss:0.009347 fps:2252 +frame:3.97e+06 wall_t:1763 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:0.5786 +2026-01-08 11:21:23 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1709.18 total_reward_ma:1648.13 loss:0.01925 fps:2254 +frame:3.98e+06 wall_t:1766 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:0.508 +2026-01-08 11:21:27 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1705.56 total_reward_ma:1648.19 loss:0.01575 fps:2254 +frame:3.99e+06 wall_t:1770 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:0.6726 +2026-01-08 11:21:31 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1698.83 total_reward_ma:1647.82 loss:-0.00187 fps:2255 +frame:4.00e+06 wall_t:1774 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:0.5821 +2026-01-08 11:21:35 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1675.84 total_reward_ma:1647.14 loss:0.01739 fps:2257 +frame:4.01e+06 wall_t:1777 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:0.62 +2026-01-08 11:21:38 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1693.70 total_reward_ma:1646.27 loss:0.01397 fps:2258 +frame:4.02e+06 wall_t:1780 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:0.5064 +2026-01-08 11:21:41 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1695.70 total_reward_ma:1645.78 loss:0.01354 fps:2259 +frame:4.03e+06 wall_t:1784 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:0.5438 +2026-01-08 11:21:45 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1739.58 total_reward_ma:1646.03 loss:0.0299 fps:2261 +frame:4.04e+06 wall_t:1787 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:0.5789 +2026-01-08 11:21:49 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1785.55 total_reward_ma:1646.78 loss:0.01593 fps:2261 +frame:4.05e+06 wall_t:1791 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:0.5314 +2026-01-08 11:21:52 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1753.18 total_reward_ma:1647.07 loss:0.02805 fps:2262 +frame:4.06e+06 wall_t:1795 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:0.5933 +2026-01-08 11:21:55 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1775.29 total_reward_ma:1647.97 loss:0.01556 fps:2264 +frame:4.07e+06 wall_t:1798 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:0.5234 +2026-01-08 11:21:59 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1770.03 total_reward_ma:1649.19 loss:0.01243 fps:2264 +frame:4.08e+06 wall_t:1802 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:0.5323 +2026-01-08 11:22:02 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1761.49 total_reward_ma:1650.40 loss:-0.002312 fps:2266 +frame:4.09e+06 wall_t:1805 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:0.5313 +2026-01-08 11:22:05 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1765.88 total_reward_ma:1651.03 loss:0.0152 fps:2268 +frame:4.10e+06 wall_t:1808 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:0.5538 +2026-01-08 11:22:09 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1740.02 total_reward_ma:1651.20 loss:0.01369 fps:2268 +frame:4.11e+06 wall_t:1812 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:0.534 +2026-01-08 11:22:13 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1778.38 total_reward_ma:1651.64 loss:-0.001891 fps:2269 +frame:4.12e+06 wall_t:1816 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:0.5606 +2026-01-08 11:22:17 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1768.05 total_reward_ma:1652.16 loss:0.003365 fps:2270 +frame:4.13e+06 wall_t:1819 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:0.5407 +2026-01-08 11:22:20 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1763.69 total_reward_ma:1652.73 loss:0.01424 fps:2271 +frame:4.14e+06 wall_t:1823 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:0.5468 +2026-01-08 11:22:24 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1757.89 total_reward_ma:1653.76 loss:0.005219 fps:2273 +frame:4.15e+06 wall_t:1826 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:0.6439 +2026-01-08 11:22:28 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1781.10 total_reward_ma:1655.06 loss:0.008224 fps:2273 +frame:4.16e+06 wall_t:1830 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:0.6276 +2026-01-08 11:22:31 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1794.98 total_reward_ma:1656.63 loss:0.005122 fps:2274 +frame:4.17e+06 wall_t:1834 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:0.6004 +2026-01-08 11:22:35 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1788.18 total_reward_ma:1658.11 loss:0.02274 fps:2275 +frame:4.18e+06 wall_t:1837 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:0.6714 +2026-01-08 11:22:38 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1818.11 total_reward_ma:1659.67 loss:0.01717 fps:2277 +frame:4.19e+06 wall_t:1840 t:261875 epi:nan +opt_step:65440 lr:0.0001453 clip_eps:0.1 entropy:0.5743 +2026-01-08 11:22:41 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1786.80 total_reward_ma:1661.32 loss:0.02237 fps:2278 +frame:4.20e+06 wall_t:1844 t:262500 epi:nan +opt_step:65600 lr:0.000145 clip_eps:0.1 entropy:0.5653 +2026-01-08 11:22:45 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1804.42 total_reward_ma:1662.99 loss:0.02777 fps:2279 +frame:4.21e+06 wall_t:1847 t:263125 epi:nan +opt_step:65760 lr:0.0001448 clip_eps:0.1 entropy:0.6301 +2026-01-08 11:22:48 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1791.38 total_reward_ma:1664.18 loss:0.009348 fps:2280 +frame:4.22e+06 wall_t:1851 t:263750 epi:nan +opt_step:65920 lr:0.0001445 clip_eps:0.1 entropy:0.5644 +2026-01-08 11:22:52 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1772.53 total_reward_ma:1665.21 loss:0.005302 fps:2280 +frame:4.23e+06 wall_t:1855 t:264375 epi:nan +opt_step:66080 lr:0.0001443 clip_eps:0.1 entropy:0.5772 +2026-01-08 11:22:55 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1770.40 total_reward_ma:1666.29 loss:0.02272 fps:2282 +frame:4.24e+06 wall_t:1858 t:265000 epi:nan +opt_step:66240 lr:0.000144 clip_eps:0.1 entropy:0.625 +2026-01-08 11:22:59 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1752.49 total_reward_ma:1667.00 loss:0.0101 fps:2284 +frame:4.25e+06 wall_t:1861 t:265625 epi:nan +opt_step:66400 lr:0.0001438 clip_eps:0.1 entropy:0.5613 +2026-01-08 11:23:02 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1726.69 total_reward_ma:1668.26 loss:0.004301 fps:2284 +frame:4.26e+06 wall_t:1865 t:266250 epi:nan +opt_step:66560 lr:0.0001435 clip_eps:0.1 entropy:0.6077 +2026-01-08 11:23:05 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1678.86 total_reward_ma:1669.17 loss:0.008755 fps:2286 +frame:4.27e+06 wall_t:1868 t:266875 epi:nan +opt_step:66688 lr:0.0001433 clip_eps:0.1 entropy:0.519 +2026-01-08 11:23:09 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1682.90 total_reward_ma:1670.30 loss:0.02936 fps:2286 +frame:4.28e+06 wall_t:1872 t:267500 epi:nan +opt_step:66848 lr:0.000143 clip_eps:0.1 entropy:0.5918 +2026-01-08 11:23:13 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1691.47 total_reward_ma:1671.29 loss:0.01775 fps:2287 +frame:4.29e+06 wall_t:1876 t:268125 epi:nan +opt_step:67008 lr:0.0001428 clip_eps:0.1 entropy:0.559 +2026-01-08 11:23:17 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1630.61 total_reward_ma:1671.68 loss:0.01664 fps:2288 +frame:4.30e+06 wall_t:1879 t:268750 epi:nan +opt_step:67168 lr:0.0001425 clip_eps:0.1 entropy:0.5542 +2026-01-08 11:23:20 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1639.00 total_reward_ma:1672.40 loss:0.0005251 fps:2289 +frame:4.31e+06 wall_t:1883 t:269375 epi:nan +opt_step:67328 lr:0.0001423 clip_eps:0.1 entropy:0.6058 +2026-01-08 11:23:24 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1636.88 total_reward_ma:1672.47 loss:0.01194 fps:2291 +frame:4.32e+06 wall_t:1886 t:270000 epi:nan +opt_step:67488 lr:0.000142 clip_eps:0.1 entropy:0.5742 +2026-01-08 11:23:27 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1652.95 total_reward_ma:1673.05 loss:0.01869 fps:2291 +frame:4.33e+06 wall_t:1890 t:270625 epi:nan +opt_step:67648 lr:0.0001418 clip_eps:0.1 entropy:0.5372 +2026-01-08 11:23:30 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1682.72 total_reward_ma:1673.97 loss:0.01245 fps:2293 +frame:4.34e+06 wall_t:1893 t:271250 epi:nan +opt_step:67808 lr:0.0001415 clip_eps:0.1 entropy:0.5567 +2026-01-08 11:23:34 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1658.17 total_reward_ma:1674.88 loss:0.02447 fps:2293 +frame:4.35e+06 wall_t:1897 t:271875 epi:nan +opt_step:67968 lr:0.0001413 clip_eps:0.1 entropy:0.4964 +2026-01-08 11:23:38 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1670.29 total_reward_ma:1676.13 loss:0.02866 fps:2295 +frame:4.36e+06 wall_t:1900 t:272500 epi:nan +opt_step:68096 lr:0.000141 clip_eps:0.1 entropy:0.5446 +2026-01-08 11:23:41 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1682.47 total_reward_ma:1677.72 loss:0.01298 fps:2295 +frame:4.37e+06 wall_t:1904 t:273125 epi:nan +opt_step:68256 lr:0.0001408 clip_eps:0.1 entropy:0.5105 +2026-01-08 11:23:44 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1659.48 total_reward_ma:1679.12 loss:0.02085 fps:2297 +frame:4.38e+06 wall_t:1907 t:273750 epi:nan +opt_step:68416 lr:0.0001405 clip_eps:0.1 entropy:0.5762 +2026-01-08 11:23:48 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1685.85 total_reward_ma:1680.71 loss:0.007191 fps:2297 +frame:4.39e+06 wall_t:1911 t:274375 epi:nan +opt_step:68576 lr:0.0001403 clip_eps:0.1 entropy:0.4657 +2026-01-08 11:23:52 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1707.64 total_reward_ma:1682.37 loss:0.01814 fps:2299 +frame:4.40e+06 wall_t:1914 t:275000 epi:nan +opt_step:68736 lr:0.00014 clip_eps:0.1 entropy:0.5822 +2026-01-08 11:23:55 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1697.76 total_reward_ma:1683.75 loss:0.01011 fps:2299 +frame:4.41e+06 wall_t:1918 t:275625 epi:nan +opt_step:68896 lr:0.0001398 clip_eps:0.1 entropy:0.5258 +2026-01-08 11:23:58 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1715.85 total_reward_ma:1685.45 loss:0.01673 fps:2301 +frame:4.42e+06 wall_t:1921 t:276250 epi:nan +opt_step:69056 lr:0.0001395 clip_eps:0.1 entropy:0.5663 +2026-01-08 11:24:02 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1739.51 total_reward_ma:1687.19 loss:0.01695 fps:2301 +frame:4.43e+06 wall_t:1925 t:276875 epi:nan +opt_step:69216 lr:0.0001393 clip_eps:0.1 entropy:0.5844 +2026-01-08 11:24:05 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1783.18 total_reward_ma:1689.05 loss:0.02822 fps:2303 +frame:4.44e+06 wall_t:1928 t:277500 epi:nan +opt_step:69344 lr:0.000139 clip_eps:0.1 entropy:0.5308 +2026-01-08 11:24:09 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1800.50 total_reward_ma:1691.79 loss:0.003282 fps:2303 +frame:4.45e+06 wall_t:1932 t:278125 epi:nan +opt_step:69504 lr:0.0001388 clip_eps:0.1 entropy:0.5256 +2026-01-08 11:24:12 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1828.75 total_reward_ma:1694.70 loss:0.03448 fps:2305 +frame:4.46e+06 wall_t:1935 t:278750 epi:nan +opt_step:69664 lr:0.0001385 clip_eps:0.1 entropy:0.5678 +2026-01-08 11:24:16 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1842.41 total_reward_ma:1697.61 loss:0.01444 fps:2305 +frame:4.47e+06 wall_t:1939 t:279375 epi:nan +opt_step:69824 lr:0.0001383 clip_eps:0.1 entropy:0.5308 +2026-01-08 11:24:20 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1814.99 total_reward_ma:1700.05 loss:0.001948 fps:2307 +frame:4.48e+06 wall_t:1942 t:280000 epi:nan +opt_step:69984 lr:0.000138 clip_eps:0.1 entropy:0.5753 +2026-01-08 11:24:23 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1793.00 total_reward_ma:1702.08 loss:0.02943 fps:2307 +frame:4.49e+06 wall_t:1946 t:280625 epi:nan +opt_step:70144 lr:0.0001378 clip_eps:0.1 entropy:0.5427 +2026-01-08 11:24:27 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1850.33 total_reward_ma:1704.62 loss:0.01483 fps:2308 +frame:4.50e+06 wall_t:1950 t:281250 epi:nan +opt_step:70304 lr:0.0001375 clip_eps:0.1 entropy:0.6299 +2026-01-08 11:24:30 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1882.58 total_reward_ma:1707.38 loss:0.01173 fps:2309 +frame:4.51e+06 wall_t:1953 t:281875 epi:nan +opt_step:70464 lr:0.0001373 clip_eps:0.1 entropy:0.5696 +2026-01-08 11:24:34 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1884.38 total_reward_ma:1710.10 loss:0.01307 fps:2310 +frame:4.52e+06 wall_t:1957 t:282500 epi:nan +opt_step:70624 lr:0.000137 clip_eps:0.1 entropy:0.5818 +2026-01-08 11:24:37 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1882.31 total_reward_ma:1712.59 loss:0.02991 fps:2311 +frame:4.53e+06 wall_t:1960 t:283125 epi:nan +opt_step:70752 lr:0.0001368 clip_eps:0.1 entropy:0.5727 +2026-01-08 11:24:41 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1968.95 total_reward_ma:1716.18 loss:0.004199 fps:2313 +frame:4.54e+06 wall_t:1963 t:283750 epi:nan +opt_step:70912 lr:0.0001365 clip_eps:0.1 entropy:0.5486 +2026-01-08 11:24:44 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1957.90 total_reward_ma:1719.46 loss:0.02095 fps:2313 +frame:4.55e+06 wall_t:1967 t:284375 epi:nan +opt_step:71072 lr:0.0001363 clip_eps:0.1 entropy:0.5328 +2026-01-08 11:24:47 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1929.72 total_reward_ma:1722.26 loss:0.0169 fps:2315 +frame:4.56e+06 wall_t:1970 t:285000 epi:nan +opt_step:71232 lr:0.000136 clip_eps:0.1 entropy:0.4767 +2026-01-08 11:24:51 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1962.72 total_reward_ma:1725.36 loss:0.02114 fps:2315 +frame:4.57e+06 wall_t:1974 t:285625 epi:nan +opt_step:71392 lr:0.0001358 clip_eps:0.1 entropy:0.5018 +2026-01-08 11:24:54 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1959.63 total_reward_ma:1728.81 loss:0.02064 fps:2317 +frame:4.58e+06 wall_t:1977 t:286250 epi:nan +opt_step:71552 lr:0.0001355 clip_eps:0.1 entropy:0.517 +2026-01-08 11:24:58 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1917.40 total_reward_ma:1731.71 loss:0.02159 fps:2317 +frame:4.59e+06 wall_t:1981 t:286875 epi:nan +opt_step:71712 lr:0.0001353 clip_eps:0.1 entropy:0.5412 +2026-01-08 11:25:03 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1893.78 total_reward_ma:1734.03 loss:0.02297 fps:2316 +frame:4.60e+06 wall_t:1986 t:287500 epi:nan +opt_step:71872 lr:0.000135 clip_eps:0.1 entropy:0.6315 +2026-01-08 11:25:07 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1952.49 total_reward_ma:1736.94 loss:0.02884 fps:2317 +frame:4.61e+06 wall_t:1990 t:288125 epi:nan +opt_step:72000 lr:0.0001348 clip_eps:0.1 entropy:0.549 +2026-01-08 11:25:11 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1897.14 total_reward_ma:1739.23 loss:0.02265 fps:2317 +frame:4.62e+06 wall_t:1994 t:288750 epi:nan +opt_step:72160 lr:0.0001345 clip_eps:0.1 entropy:0.5764 +2026-01-08 11:25:16 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1886.44 total_reward_ma:1741.36 loss:0.01541 fps:2316 +frame:4.63e+06 wall_t:1999 t:289375 epi:nan +opt_step:72320 lr:0.0001343 clip_eps:0.1 entropy:0.549 +2026-01-08 11:25:20 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1847.18 total_reward_ma:1742.79 loss:0.04948 fps:2317 +frame:4.64e+06 wall_t:2003 t:290000 epi:nan +opt_step:72480 lr:0.000134 clip_eps:0.1 entropy:0.5255 +2026-01-08 11:25:25 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1857.38 total_reward_ma:1744.20 loss:0.02173 fps:2317 +frame:4.65e+06 wall_t:2007 t:290625 epi:nan +opt_step:72640 lr:0.0001338 clip_eps:0.1 entropy:0.5465 +2026-01-08 11:25:29 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1830.68 total_reward_ma:1745.70 loss:0.02424 fps:2316 +frame:4.66e+06 wall_t:2012 t:291250 epi:nan +opt_step:72800 lr:0.0001335 clip_eps:0.1 entropy:0.5552 +2026-01-08 11:25:33 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1825.32 total_reward_ma:1747.07 loss:0.02949 fps:2316 +frame:4.67e+06 wall_t:2016 t:291875 epi:nan +opt_step:72960 lr:0.0001333 clip_eps:0.1 entropy:0.5838 +2026-01-08 11:25:38 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1796.26 total_reward_ma:1748.14 loss:0.003792 fps:2317 +frame:4.68e+06 wall_t:2020 t:292500 epi:nan +opt_step:73120 lr:0.000133 clip_eps:0.1 entropy:0.5271 +2026-01-08 11:25:42 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1780.79 total_reward_ma:1748.88 loss:3.349e-05 fps:2316 +frame:4.69e+06 wall_t:2025 t:293125 epi:nan +opt_step:73280 lr:0.0001328 clip_eps:0.1 entropy:0.5228 +2026-01-08 11:25:46 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1792.85 total_reward_ma:1749.73 loss:0.01599 fps:2316 +frame:4.70e+06 wall_t:2029 t:293750 epi:nan +opt_step:73408 lr:0.0001325 clip_eps:0.1 entropy:0.507 +2026-01-08 11:25:51 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1796.11 total_reward_ma:1750.44 loss:0.0004858 fps:2316 +frame:4.71e+06 wall_t:2034 t:294375 epi:nan +opt_step:73568 lr:0.0001323 clip_eps:0.1 entropy:0.5158 +2026-01-08 11:25:55 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1802.12 total_reward_ma:1751.28 loss:0.01057 fps:2316 +frame:4.72e+06 wall_t:2038 t:295000 epi:nan +opt_step:73728 lr:0.000132 clip_eps:0.1 entropy:0.5788 +2026-01-08 11:26:00 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1783.01 total_reward_ma:1751.61 loss:0.01721 fps:2315 +frame:4.73e+06 wall_t:2043 t:295625 epi:nan +opt_step:73888 lr:0.0001318 clip_eps:0.1 entropy:0.5481 +2026-01-08 11:26:04 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1802.69 total_reward_ma:1752.04 loss:0.0182 fps:2316 +frame:4.74e+06 wall_t:2047 t:296250 epi:nan +opt_step:74048 lr:0.0001315 clip_eps:0.1 entropy:0.5252 +2026-01-08 11:26:09 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1763.37 total_reward_ma:1752.28 loss:0.02052 fps:2315 +frame:4.75e+06 wall_t:2052 t:296875 epi:nan +opt_step:74208 lr:0.0001313 clip_eps:0.1 entropy:0.5879 +2026-01-08 11:26:14 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1773.33 total_reward_ma:1752.58 loss:0.01362 fps:2314 +frame:4.76e+06 wall_t:2057 t:297500 epi:nan +opt_step:74368 lr:0.000131 clip_eps:0.1 entropy:0.5594 +2026-01-08 11:26:18 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1769.21 total_reward_ma:1753.35 loss:0.01515 fps:2314 +frame:4.77e+06 wall_t:2061 t:298125 epi:nan +opt_step:74528 lr:0.0001308 clip_eps:0.1 entropy:0.535 +2026-01-08 11:26:23 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1773.30 total_reward_ma:1754.24 loss:0.03168 fps:2315 +frame:4.78e+06 wall_t:2065 t:298750 epi:nan +opt_step:74656 lr:0.0001306 clip_eps:0.1 entropy:0.5398 +2026-01-08 11:26:28 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1813.33 total_reward_ma:1755.46 loss:0.01428 fps:2314 +frame:4.79e+06 wall_t:2070 t:299375 epi:nan +opt_step:74816 lr:0.0001303 clip_eps:0.1 entropy:0.5308 +2026-01-08 11:26:32 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1819.13 total_reward_ma:1756.92 loss:0.01007 fps:2313 +frame:4.80e+06 wall_t:2075 t:300000 epi:nan +opt_step:74976 lr:0.00013 clip_eps:0.1 entropy:0.5633 +2026-01-08 11:26:37 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1845.06 total_reward_ma:1758.72 loss:0.009827 fps:2312 +frame:4.81e+06 wall_t:2080 t:300625 epi:nan +opt_step:75136 lr:0.0001298 clip_eps:0.1 entropy:0.5646 +2026-01-08 11:26:42 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1864.80 total_reward_ma:1760.57 loss:0.0246 fps:2312 +frame:4.82e+06 wall_t:2085 t:301250 epi:nan +opt_step:75296 lr:0.0001295 clip_eps:0.1 entropy:0.6148 +2026-01-08 11:26:47 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1898.49 total_reward_ma:1763.01 loss:-0.001096 fps:2311 +frame:4.83e+06 wall_t:2090 t:301875 epi:nan +opt_step:75456 lr:0.0001293 clip_eps:0.1 entropy:0.5572 +2026-01-08 11:26:51 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1876.86 total_reward_ma:1765.02 loss:0.01828 fps:2311 +frame:4.84e+06 wall_t:2094 t:302500 epi:nan +opt_step:75616 lr:0.000129 clip_eps:0.1 entropy:0.5883 +2026-01-08 11:26:56 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1879.95 total_reward_ma:1767.19 loss:0.02606 fps:2311 +frame:4.85e+06 wall_t:2099 t:303125 epi:nan +opt_step:75776 lr:0.0001288 clip_eps:0.1 entropy:0.5457 +2026-01-08 11:27:00 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1876.48 total_reward_ma:1769.15 loss:0.01079 fps:2311 +frame:4.86e+06 wall_t:2103 t:303750 epi:nan +opt_step:75936 lr:0.0001285 clip_eps:0.1 entropy:0.5155 +2026-01-08 11:27:04 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1856.41 total_reward_ma:1770.83 loss:0.006314 fps:2311 +frame:4.87e+06 wall_t:2107 t:304375 epi:nan +opt_step:76064 lr:0.0001283 clip_eps:0.1 entropy:0.5453 +2026-01-08 11:27:09 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1857.18 total_reward_ma:1772.84 loss:0.02579 fps:2312 +frame:4.88e+06 wall_t:2111 t:305000 epi:nan +opt_step:76224 lr:0.000128 clip_eps:0.1 entropy:0.5363 +2026-01-08 11:27:13 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1844.26 total_reward_ma:1775.52 loss:0.02209 fps:2311 +frame:4.89e+06 wall_t:2116 t:305625 epi:nan +opt_step:76384 lr:0.0001278 clip_eps:0.1 entropy:0.5769 +2026-01-08 11:27:18 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1880.16 total_reward_ma:1778.31 loss:0.0208 fps:2310 +frame:4.90e+06 wall_t:2121 t:306250 epi:nan +opt_step:76544 lr:0.0001275 clip_eps:0.1 entropy:0.4907 +2026-01-08 11:27:22 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1879.02 total_reward_ma:1780.95 loss:0.02143 fps:2311 +frame:4.91e+06 wall_t:2125 t:306875 epi:nan +opt_step:76704 lr:0.0001273 clip_eps:0.1 entropy:0.5332 +2026-01-08 11:27:26 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1876.75 total_reward_ma:1783.82 loss:0.002469 fps:2311 +frame:4.92e+06 wall_t:2129 t:307500 epi:nan +opt_step:76864 lr:0.000127 clip_eps:0.1 entropy:0.5249 +2026-01-08 11:27:31 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1911.55 total_reward_ma:1786.96 loss:0.01746 fps:2310 +frame:4.93e+06 wall_t:2134 t:308125 epi:nan +opt_step:77024 lr:0.0001268 clip_eps:0.1 entropy:0.4987 +2026-01-08 11:27:35 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1940.86 total_reward_ma:1790.12 loss:0.004958 fps:2311 +frame:4.94e+06 wall_t:2138 t:308750 epi:nan +opt_step:77184 lr:0.0001265 clip_eps:0.1 entropy:0.5161 +2026-01-08 11:27:40 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1917.45 total_reward_ma:1792.73 loss:0.02188 fps:2310 +frame:4.95e+06 wall_t:2143 t:309375 epi:nan +opt_step:77312 lr:0.0001263 clip_eps:0.1 entropy:0.5304 +2026-01-08 11:27:45 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1904.40 total_reward_ma:1795.28 loss:0.01646 fps:2309 +frame:4.96e+06 wall_t:2148 t:310000 epi:nan +opt_step:77472 lr:0.000126 clip_eps:0.1 entropy:0.4314 +2026-01-08 11:27:51 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1907.16 total_reward_ma:1797.69 loss:0.01293 fps:2308 +frame:4.97e+06 wall_t:2153 t:310625 epi:nan +opt_step:77632 lr:0.0001258 clip_eps:0.1 entropy:0.5677 +2026-01-08 11:27:55 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1875.48 total_reward_ma:1799.35 loss:0.003441 fps:2308 +frame:4.98e+06 wall_t:2158 t:311250 epi:nan +opt_step:77792 lr:0.0001255 clip_eps:0.1 entropy:0.4791 +2026-01-08 11:28:00 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1900.02 total_reward_ma:1801.30 loss:0.02512 fps:2307 +frame:4.99e+06 wall_t:2163 t:311875 epi:nan +opt_step:77952 lr:0.0001253 clip_eps:0.1 entropy:0.5719 +2026-01-08 11:28:05 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1898.41 total_reward_ma:1803.29 loss:0.01305 fps:2306 +frame:5.00e+06 wall_t:2168 t:312500 epi:nan +opt_step:78112 lr:0.000125 clip_eps:0.1 entropy:0.566 +2026-01-08 11:28:09 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1874.60 total_reward_ma:1805.28 loss:0.01123 fps:2307 +frame:5.01e+06 wall_t:2172 t:313125 epi:nan +opt_step:78272 lr:0.0001248 clip_eps:0.1 entropy:0.5253 +2026-01-08 11:28:14 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1889.47 total_reward_ma:1807.24 loss:0.02169 fps:2306 +frame:5.02e+06 wall_t:2177 t:313750 epi:nan +opt_step:78432 lr:0.0001245 clip_eps:0.1 entropy:0.496 +2026-01-08 11:28:19 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1868.67 total_reward_ma:1808.97 loss:0.01466 fps:2305 +frame:5.03e+06 wall_t:2182 t:314375 epi:nan +opt_step:78592 lr:0.0001243 clip_eps:0.1 entropy:0.5228 +2026-01-08 11:28:24 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1853.67 total_reward_ma:1810.11 loss:0.02354 fps:2306 +frame:5.04e+06 wall_t:2186 t:315000 epi:nan +opt_step:78720 lr:0.000124 clip_eps:0.1 entropy:0.5245 +2026-01-08 11:28:29 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1866.99 total_reward_ma:1810.92 loss:-0.001169 fps:2304 +frame:5.05e+06 wall_t:2192 t:315625 epi:nan +opt_step:78880 lr:0.0001238 clip_eps:0.1 entropy:0.5605 +2026-01-08 11:28:34 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1879.59 total_reward_ma:1812.19 loss:0.002192 fps:2303 +frame:5.06e+06 wall_t:2197 t:316250 epi:nan +opt_step:79040 lr:0.0001235 clip_eps:0.1 entropy:0.5078 +2026-01-08 11:28:39 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1910.03 total_reward_ma:1813.53 loss:0.01187 fps:2302 +frame:5.07e+06 wall_t:2202 t:316875 epi:nan +opt_step:79200 lr:0.0001233 clip_eps:0.1 entropy:0.4698 +2026-01-08 11:28:44 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1872.43 total_reward_ma:1814.56 loss:0.0251 fps:2302 +frame:5.08e+06 wall_t:2207 t:317500 epi:nan +opt_step:79360 lr:0.000123 clip_eps:0.1 entropy:0.4295 +2026-01-08 11:28:49 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1836.72 total_reward_ma:1815.31 loss:0.03504 fps:2301 +frame:5.09e+06 wall_t:2212 t:318125 epi:nan +opt_step:79520 lr:0.0001228 clip_eps:0.1 entropy:0.562 +2026-01-08 11:28:53 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1831.35 total_reward_ma:1815.96 loss:0.01292 fps:2301 +frame:5.10e+06 wall_t:2216 t:318750 epi:nan +opt_step:79680 lr:0.0001225 clip_eps:0.1 entropy:0.455 +2026-01-08 11:28:58 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1766.67 total_reward_ma:1816.23 loss:0.008638 fps:2301 +frame:5.11e+06 wall_t:2221 t:319375 epi:nan +opt_step:79840 lr:0.0001223 clip_eps:0.1 entropy:0.5217 +2026-01-08 11:29:02 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1751.76 total_reward_ma:1815.96 loss:0.01275 fps:2301 +frame:5.12e+06 wall_t:2225 t:320000 epi:nan +opt_step:80000 lr:0.000122 clip_eps:0.1 entropy:0.4622 +2026-01-08 11:29:06 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1743.29 total_reward_ma:1815.72 loss:0.01764 fps:2301 +frame:5.13e+06 wall_t:2229 t:320625 epi:nan +opt_step:80128 lr:0.0001218 clip_eps:0.1 entropy:0.5654 +2026-01-08 11:29:11 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1736.88 total_reward_ma:1815.45 loss:0.003938 fps:2301 +frame:5.14e+06 wall_t:2234 t:321250 epi:nan +opt_step:80288 lr:0.0001215 clip_eps:0.1 entropy:0.5166 +2026-01-08 11:29:16 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1762.33 total_reward_ma:1815.49 loss:0.01137 fps:2300 +frame:5.15e+06 wall_t:2239 t:321875 epi:nan +opt_step:80448 lr:0.0001213 clip_eps:0.1 entropy:0.5009 +2026-01-08 11:29:21 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1768.51 total_reward_ma:1815.37 loss:0.01121 fps:2299 +frame:5.16e+06 wall_t:2244 t:322500 epi:nan +opt_step:80608 lr:0.000121 clip_eps:0.1 entropy:0.4792 +2026-01-08 11:29:26 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1751.04 total_reward_ma:1814.93 loss:0.01818 fps:2300 +frame:5.17e+06 wall_t:2248 t:323125 epi:nan +opt_step:80768 lr:0.0001208 clip_eps:0.1 entropy:0.4785 +2026-01-08 11:29:30 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1764.30 total_reward_ma:1814.69 loss:0.0214 fps:2299 +frame:5.18e+06 wall_t:2253 t:323750 epi:nan +opt_step:80928 lr:0.0001205 clip_eps:0.1 entropy:0.5315 +2026-01-08 11:29:35 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1775.11 total_reward_ma:1814.26 loss:0.02034 fps:2298 +frame:5.19e+06 wall_t:2258 t:324375 epi:nan +opt_step:81088 lr:0.0001203 clip_eps:0.1 entropy:0.4613 +2026-01-08 11:29:40 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1707.58 total_reward_ma:1813.47 loss:0.002629 fps:2298 +frame:5.20e+06 wall_t:2263 t:325000 epi:nan +opt_step:81248 lr:0.00012 clip_eps:0.1 entropy:0.5026 +2026-01-08 11:29:44 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1680.43 total_reward_ma:1812.23 loss:0.01857 fps:2298 +frame:5.21e+06 wall_t:2267 t:325625 epi:nan +opt_step:81376 lr:0.0001198 clip_eps:0.1 entropy:0.5237 +2026-01-08 11:29:49 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1667.51 total_reward_ma:1810.99 loss:0.01364 fps:2298 +frame:5.22e+06 wall_t:2272 t:326250 epi:nan +opt_step:81536 lr:0.0001195 clip_eps:0.1 entropy:0.4623 +2026-01-08 11:29:53 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1717.74 total_reward_ma:1810.44 loss:0.01993 fps:2298 +frame:5.23e+06 wall_t:2276 t:326875 epi:nan +opt_step:81696 lr:0.0001193 clip_eps:0.1 entropy:0.4752 +2026-01-08 11:29:58 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1745.87 total_reward_ma:1810.20 loss:0.01803 fps:2298 +frame:5.24e+06 wall_t:2280 t:327500 epi:nan +opt_step:81856 lr:0.000119 clip_eps:0.1 entropy:0.4856 +2026-01-08 11:30:02 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1764.46 total_reward_ma:1810.32 loss:0.007469 fps:2298 +frame:5.25e+06 wall_t:2285 t:328125 epi:nan +opt_step:82016 lr:0.0001188 clip_eps:0.1 entropy:0.5105 +2026-01-08 11:30:07 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1802.77 total_reward_ma:1811.08 loss:0.01765 fps:2297 +frame:5.26e+06 wall_t:2290 t:328750 epi:nan +opt_step:82176 lr:0.0001185 clip_eps:0.1 entropy:0.5136 +2026-01-08 11:30:12 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1818.11 total_reward_ma:1812.47 loss:0.02521 fps:2296 +frame:5.27e+06 wall_t:2295 t:329375 epi:nan +opt_step:82336 lr:0.0001183 clip_eps:0.1 entropy:0.5163 +2026-01-08 11:30:17 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1853.81 total_reward_ma:1814.18 loss:0.01038 fps:2296 +frame:5.28e+06 wall_t:2300 t:330000 epi:nan +opt_step:82496 lr:0.000118 clip_eps:0.1 entropy:0.5141 +2026-01-08 11:30:22 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1892.98 total_reward_ma:1816.19 loss:0.02004 fps:2296 +frame:5.29e+06 wall_t:2304 t:330625 epi:nan +opt_step:82656 lr:0.0001178 clip_eps:0.1 entropy:0.5097 +2026-01-08 11:30:26 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1880.89 total_reward_ma:1818.70 loss:0.01424 fps:2295 +frame:5.30e+06 wall_t:2309 t:331250 epi:nan +opt_step:82784 lr:0.0001175 clip_eps:0.1 entropy:0.4655 +2026-01-08 11:30:31 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1890.03 total_reward_ma:1821.21 loss:0.01633 fps:2295 +frame:5.31e+06 wall_t:2314 t:331875 epi:nan +opt_step:82944 lr:0.0001173 clip_eps:0.1 entropy:0.5106 +2026-01-08 11:30:36 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1932.97 total_reward_ma:1824.17 loss:0.01596 fps:2294 +frame:5.32e+06 wall_t:2319 t:332500 epi:nan +opt_step:83104 lr:0.000117 clip_eps:0.1 entropy:0.484 +2026-01-08 11:30:41 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1936.47 total_reward_ma:1827.00 loss:0.02324 fps:2293 +frame:5.33e+06 wall_t:2324 t:333125 epi:nan +opt_step:83264 lr:0.0001168 clip_eps:0.1 entropy:0.5579 +2026-01-08 11:30:45 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1958.28 total_reward_ma:1829.76 loss:0.02027 fps:2294 +frame:5.34e+06 wall_t:2328 t:333750 epi:nan +opt_step:83424 lr:0.0001165 clip_eps:0.1 entropy:0.5433 +2026-01-08 11:30:50 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1984.65 total_reward_ma:1833.02 loss:0.003966 fps:2294 +frame:5.35e+06 wall_t:2332 t:334375 epi:nan +opt_step:83584 lr:0.0001163 clip_eps:0.1 entropy:0.5295 +2026-01-08 11:30:54 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2016.13 total_reward_ma:1836.48 loss:0.0002682 fps:2294 +frame:5.36e+06 wall_t:2337 t:335000 epi:nan +opt_step:83744 lr:0.000116 clip_eps:0.1 entropy:0.4791 +2026-01-08 11:30:59 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2066.54 total_reward_ma:1840.32 loss:0.01621 fps:2293 +frame:5.37e+06 wall_t:2342 t:335625 epi:nan +opt_step:83904 lr:0.0001158 clip_eps:0.1 entropy:0.4847 +2026-01-08 11:31:03 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2089.31 total_reward_ma:1844.62 loss:0.02609 fps:2293 +frame:5.38e+06 wall_t:2346 t:336250 epi:nan +opt_step:84032 lr:0.0001155 clip_eps:0.1 entropy:0.5587 +2026-01-08 11:31:08 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2128.68 total_reward_ma:1849.05 loss:0.02151 fps:2293 +frame:5.39e+06 wall_t:2351 t:336875 epi:nan +opt_step:84192 lr:0.0001153 clip_eps:0.1 entropy:0.5153 +2026-01-08 11:31:13 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2124.69 total_reward_ma:1853.22 loss:0.00668 fps:2292 +frame:5.40e+06 wall_t:2356 t:337500 epi:nan +opt_step:84352 lr:0.000115 clip_eps:0.1 entropy:0.5246 +2026-01-08 11:31:18 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2130.35 total_reward_ma:1857.54 loss:0.008711 fps:2291 +frame:5.41e+06 wall_t:2361 t:338125 epi:nan +opt_step:84512 lr:0.0001148 clip_eps:0.1 entropy:0.4988 +2026-01-08 11:31:22 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2097.11 total_reward_ma:1861.36 loss:0.02472 fps:2292 +frame:5.42e+06 wall_t:2365 t:338750 epi:nan +opt_step:84672 lr:0.0001145 clip_eps:0.1 entropy:0.498 +2026-01-08 11:31:27 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2106.68 total_reward_ma:1865.03 loss:0.01061 fps:2291 +frame:5.43e+06 wall_t:2370 t:339375 epi:nan +opt_step:84832 lr:0.0001143 clip_eps:0.1 entropy:0.5155 +2026-01-08 11:31:31 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2090.72 total_reward_ma:1868.10 loss:0.003131 fps:2291 +frame:5.44e+06 wall_t:2374 t:340000 epi:nan +opt_step:84992 lr:0.000114 clip_eps:0.1 entropy:0.5527 +2026-01-08 11:31:36 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2074.05 total_reward_ma:1870.84 loss:0.0009765 fps:2291 +frame:5.45e+06 wall_t:2379 t:340625 epi:nan +opt_step:85152 lr:0.0001138 clip_eps:0.1 entropy:0.4862 +2026-01-08 11:31:40 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2109.22 total_reward_ma:1873.64 loss:0.0279 fps:2291 +frame:5.46e+06 wall_t:2383 t:341250 epi:nan +opt_step:85312 lr:0.0001135 clip_eps:0.1 entropy:0.5089 +2026-01-08 11:31:44 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2101.54 total_reward_ma:1876.24 loss:0.03026 fps:2292 +frame:5.47e+06 wall_t:2387 t:341875 epi:nan +opt_step:85440 lr:0.0001133 clip_eps:0.1 entropy:0.5123 +2026-01-08 11:31:49 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2073.59 total_reward_ma:1878.82 loss:0.00977 fps:2291 +frame:5.48e+06 wall_t:2392 t:342500 epi:nan +opt_step:85600 lr:0.000113 clip_eps:0.1 entropy:0.5136 +2026-01-08 11:31:53 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2033.96 total_reward_ma:1881.23 loss:0.02886 fps:2291 +frame:5.49e+06 wall_t:2396 t:343125 epi:nan +opt_step:85760 lr:0.0001128 clip_eps:0.1 entropy:0.5236 +2026-01-08 11:31:58 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2036.27 total_reward_ma:1883.09 loss:0.02648 fps:2291 +frame:5.50e+06 wall_t:2401 t:343750 epi:nan +opt_step:85920 lr:0.0001125 clip_eps:0.1 entropy:0.5431 +2026-01-08 11:32:03 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2033.82 total_reward_ma:1884.60 loss:0.01333 fps:2290 +frame:5.51e+06 wall_t:2406 t:344375 epi:nan +opt_step:86080 lr:0.0001123 clip_eps:0.1 entropy:0.5182 +2026-01-08 11:32:07 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2042.74 total_reward_ma:1886.19 loss:0.01485 fps:2290 +frame:5.52e+06 wall_t:2410 t:345000 epi:nan +opt_step:86240 lr:0.000112 clip_eps:0.1 entropy:0.58 +2026-01-08 11:32:12 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2019.85 total_reward_ma:1887.56 loss:0.01878 fps:2290 +frame:5.53e+06 wall_t:2415 t:345625 epi:nan +opt_step:86400 lr:0.0001118 clip_eps:0.1 entropy:0.5481 +2026-01-08 11:32:17 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2009.83 total_reward_ma:1887.97 loss:0.04398 fps:2290 +frame:5.54e+06 wall_t:2419 t:346250 epi:nan +opt_step:86560 lr:0.0001115 clip_eps:0.1 entropy:0.4772 +2026-01-08 11:32:21 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1955.35 total_reward_ma:1887.94 loss:0.02846 fps:2291 +frame:5.55e+06 wall_t:2423 t:346875 epi:nan +opt_step:86688 lr:0.0001113 clip_eps:0.1 entropy:0.4343 +2026-01-08 11:32:25 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1928.26 total_reward_ma:1887.93 loss:0.01626 fps:2290 +frame:5.56e+06 wall_t:2428 t:347500 epi:nan +opt_step:86848 lr:0.000111 clip_eps:0.1 entropy:0.5776 +2026-01-08 11:32:30 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1913.33 total_reward_ma:1887.44 loss:-0.004204 fps:2289 +frame:5.57e+06 wall_t:2433 t:348125 epi:nan +opt_step:87008 lr:0.0001108 clip_eps:0.1 entropy:0.4995 +2026-01-08 11:32:34 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1937.77 total_reward_ma:1887.22 loss:0.0275 fps:2290 +frame:5.58e+06 wall_t:2437 t:348750 epi:nan +opt_step:87168 lr:0.0001105 clip_eps:0.1 entropy:0.53 +2026-01-08 11:32:39 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1941.85 total_reward_ma:1887.46 loss:0.01356 fps:2289 +frame:5.59e+06 wall_t:2442 t:349375 epi:nan +opt_step:87328 lr:0.0001103 clip_eps:0.1 entropy:0.475 +2026-01-08 11:32:44 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1938.15 total_reward_ma:1887.91 loss:0.02862 fps:2289 +frame:5.60e+06 wall_t:2446 t:350000 epi:nan +opt_step:87488 lr:0.00011 clip_eps:0.1 entropy:0.4962 +2026-01-08 11:32:48 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1918.27 total_reward_ma:1887.56 loss:0.01539 fps:2289 +frame:5.61e+06 wall_t:2451 t:350625 epi:nan +opt_step:87648 lr:0.0001098 clip_eps:0.1 entropy:0.4856 +2026-01-08 11:32:53 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1895.06 total_reward_ma:1887.54 loss:0.01417 fps:2288 +frame:5.62e+06 wall_t:2456 t:351250 epi:nan +opt_step:87808 lr:0.0001095 clip_eps:0.1 entropy:0.4463 +2026-01-08 11:32:58 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1933.70 total_reward_ma:1888.02 loss:0.01975 fps:2289 +frame:5.63e+06 wall_t:2460 t:351875 epi:nan +opt_step:87968 lr:0.0001093 clip_eps:0.1 entropy:0.4915 +2026-01-08 11:33:02 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1930.03 total_reward_ma:1888.84 loss:-0.0001533 fps:2288 +frame:5.64e+06 wall_t:2465 t:352500 epi:nan +opt_step:88096 lr:0.000109 clip_eps:0.1 entropy:0.4908 +2026-01-08 11:33:06 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1950.70 total_reward_ma:1889.78 loss:0.01254 fps:2288 +frame:5.65e+06 wall_t:2469 t:353125 epi:nan +opt_step:88256 lr:0.0001088 clip_eps:0.1 entropy:0.4985 +2026-01-08 11:33:11 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1953.30 total_reward_ma:1891.00 loss:0.02973 fps:2288 +frame:5.66e+06 wall_t:2474 t:353750 epi:nan +opt_step:88416 lr:0.0001085 clip_eps:0.1 entropy:0.5068 +2026-01-08 11:33:16 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1950.51 total_reward_ma:1892.26 loss:0.02166 fps:2287 +frame:5.67e+06 wall_t:2479 t:354375 epi:nan +opt_step:88576 lr:0.0001083 clip_eps:0.1 entropy:0.6072 +2026-01-08 11:33:21 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1934.09 total_reward_ma:1893.63 loss:0.008228 fps:2288 +frame:5.68e+06 wall_t:2483 t:355000 epi:nan +opt_step:88736 lr:0.000108 clip_eps:0.1 entropy:0.5149 +2026-01-08 11:33:25 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1944.93 total_reward_ma:1895.28 loss:0.03075 fps:2287 +frame:5.69e+06 wall_t:2488 t:355625 epi:nan +opt_step:88896 lr:0.0001078 clip_eps:0.1 entropy:0.482 +2026-01-08 11:33:30 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1935.30 total_reward_ma:1896.70 loss:0.01709 fps:2286 +frame:5.70e+06 wall_t:2493 t:356250 epi:nan +opt_step:89056 lr:0.0001075 clip_eps:0.1 entropy:0.5452 +2026-01-08 11:33:34 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1980.65 total_reward_ma:1898.55 loss:0.01766 fps:2287 +frame:5.71e+06 wall_t:2497 t:356875 epi:nan +opt_step:89216 lr:0.0001073 clip_eps:0.1 entropy:0.4668 +2026-01-08 11:33:38 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2004.67 total_reward_ma:1900.57 loss:0.01613 fps:2287 +frame:5.72e+06 wall_t:2501 t:357500 epi:nan +opt_step:89344 lr:0.000107 clip_eps:0.1 entropy:0.5495 +2026-01-08 11:33:42 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2034.73 total_reward_ma:1903.09 loss:0.0161 fps:2287 +frame:5.73e+06 wall_t:2505 t:358125 epi:nan +opt_step:89504 lr:0.0001068 clip_eps:0.1 entropy:0.4923 +2026-01-08 11:33:46 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2083.84 total_reward_ma:1905.90 loss:0.01882 fps:2289 +frame:5.74e+06 wall_t:2508 t:358750 epi:nan +opt_step:89664 lr:0.0001065 clip_eps:0.1 entropy:0.5174 +2026-01-08 11:33:49 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2078.81 total_reward_ma:1909.05 loss:0.01175 fps:2289 +frame:5.75e+06 wall_t:2512 t:359375 epi:nan +opt_step:89824 lr:0.0001063 clip_eps:0.1 entropy:0.47 +2026-01-08 11:33:53 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2030.97 total_reward_ma:1911.63 loss:0.02965 fps:2289 +frame:5.76e+06 wall_t:2516 t:360000 epi:nan +opt_step:89984 lr:0.000106 clip_eps:0.1 entropy:0.4259 +2026-01-08 11:33:57 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2052.80 total_reward_ma:1914.47 loss:0.0148 fps:2290 +frame:5.77e+06 wall_t:2520 t:360625 epi:nan +opt_step:90144 lr:0.0001058 clip_eps:0.1 entropy:0.5109 +2026-01-08 11:34:01 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2060.45 total_reward_ma:1917.34 loss:0.0312 fps:2290 +frame:5.78e+06 wall_t:2524 t:361250 epi:nan +opt_step:90304 lr:0.0001055 clip_eps:0.1 entropy:0.4941 +2026-01-08 11:34:05 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2083.15 total_reward_ma:1920.04 loss:0.0262 fps:2291 +frame:5.79e+06 wall_t:2527 t:361875 epi:nan +opt_step:90464 lr:0.0001053 clip_eps:0.1 entropy:0.5011 +2026-01-08 11:34:08 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2107.91 total_reward_ma:1922.92 loss:0.02312 fps:2292 +frame:5.80e+06 wall_t:2531 t:362500 epi:nan +opt_step:90624 lr:0.000105 clip_eps:0.1 entropy:0.4427 +2026-01-08 11:34:12 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2113.36 total_reward_ma:1925.61 loss:0.01637 fps:2292 +frame:5.81e+06 wall_t:2535 t:363125 epi:nan +opt_step:90752 lr:0.0001048 clip_eps:0.1 entropy:0.4677 +2026-01-08 11:34:15 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2099.28 total_reward_ma:1927.95 loss:0.03223 fps:2293 +frame:5.82e+06 wall_t:2538 t:363750 epi:nan +opt_step:90912 lr:0.0001045 clip_eps:0.1 entropy:0.5055 +2026-01-08 11:34:19 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2051.61 total_reward_ma:1929.48 loss:0.01065 fps:2293 +frame:5.83e+06 wall_t:2542 t:364375 epi:nan +opt_step:91072 lr:0.0001043 clip_eps:0.1 entropy:0.5036 +2026-01-08 11:34:23 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2075.84 total_reward_ma:1931.47 loss:0.0138 fps:2294 +frame:5.84e+06 wall_t:2546 t:365000 epi:nan +opt_step:91232 lr:0.000104 clip_eps:0.1 entropy:0.4579 +2026-01-08 11:34:27 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2087.81 total_reward_ma:1933.55 loss:0.04019 fps:2294 +frame:5.85e+06 wall_t:2550 t:365625 epi:nan +opt_step:91392 lr:0.0001038 clip_eps:0.1 entropy:0.4323 +2026-01-08 11:34:31 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2095.95 total_reward_ma:1935.75 loss:0.03315 fps:2294 +frame:5.86e+06 wall_t:2554 t:366250 epi:nan +opt_step:91552 lr:0.0001035 clip_eps:0.1 entropy:0.4032 +2026-01-08 11:34:34 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2033.81 total_reward_ma:1937.52 loss:0.01822 fps:2296 +frame:5.87e+06 wall_t:2557 t:366875 epi:nan +opt_step:91712 lr:0.0001033 clip_eps:0.1 entropy:0.4573 +2026-01-08 11:34:38 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1995.90 total_reward_ma:1938.91 loss:0.01657 fps:2296 +frame:5.88e+06 wall_t:2561 t:367500 epi:nan +opt_step:91872 lr:0.000103 clip_eps:0.1 entropy:0.4201 +2026-01-08 11:34:41 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1967.32 total_reward_ma:1940.14 loss:0.02378 fps:2297 +frame:5.89e+06 wall_t:2564 t:368125 epi:nan +opt_step:92000 lr:0.0001028 clip_eps:0.1 entropy:0.4496 +2026-01-08 11:34:45 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1979.94 total_reward_ma:1941.14 loss:0.01656 fps:2298 +frame:5.90e+06 wall_t:2568 t:368750 epi:nan +opt_step:92160 lr:0.0001025 clip_eps:0.1 entropy:0.4817 +2026-01-08 11:34:49 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1989.91 total_reward_ma:1942.24 loss:0.009974 fps:2298 +frame:5.91e+06 wall_t:2572 t:369375 epi:nan +opt_step:92320 lr:0.0001023 clip_eps:0.1 entropy:0.5501 +2026-01-08 11:34:53 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1996.12 total_reward_ma:1943.44 loss:0.02984 fps:2298 +frame:5.92e+06 wall_t:2576 t:370000 epi:nan +opt_step:92480 lr:0.000102 clip_eps:0.1 entropy:0.4653 +2026-01-08 11:34:57 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2016.67 total_reward_ma:1944.49 loss:0.0136 fps:2298 +frame:5.93e+06 wall_t:2580 t:370625 epi:nan +opt_step:92640 lr:0.0001018 clip_eps:0.1 entropy:0.4618 +2026-01-08 11:35:00 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2014.16 total_reward_ma:1945.22 loss:0.01136 fps:2300 +frame:5.94e+06 wall_t:2583 t:371250 epi:nan +opt_step:92800 lr:0.0001015 clip_eps:0.1 entropy:0.4862 +2026-01-08 11:35:04 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2010.92 total_reward_ma:1946.16 loss:0.02582 fps:2300 +frame:5.95e+06 wall_t:2587 t:371875 epi:nan +opt_step:92960 lr:0.0001013 clip_eps:0.1 entropy:0.4828 +2026-01-08 11:35:08 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:1996.25 total_reward_ma:1947.08 loss:0.02359 fps:2301 +frame:5.96e+06 wall_t:2590 t:372500 epi:nan +opt_step:93120 lr:0.000101 clip_eps:0.1 entropy:0.4662 +2026-01-08 11:35:12 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2001.86 total_reward_ma:1948.02 loss:0.02058 fps:2301 +frame:5.97e+06 wall_t:2594 t:373125 epi:nan +opt_step:93280 lr:0.0001008 clip_eps:0.1 entropy:0.5235 +2026-01-08 11:35:15 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2010.70 total_reward_ma:1949.37 loss:0.02275 fps:2302 +frame:5.98e+06 wall_t:2598 t:373750 epi:nan +opt_step:93408 lr:0.0001005 clip_eps:0.1 entropy:0.4655 +2026-01-08 11:35:18 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2010.61 total_reward_ma:1950.48 loss:0.01573 fps:2303 +frame:5.99e+06 wall_t:2601 t:374375 epi:nan +opt_step:93568 lr:0.0001003 clip_eps:0.1 entropy:0.5477 +2026-01-08 11:35:22 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2038.15 total_reward_ma:1951.88 loss:0.02828 fps:2303 +frame:6.00e+06 wall_t:2605 t:375000 epi:nan +opt_step:93728 lr:0.0001 clip_eps:0.1 entropy:0.4675 +2026-01-08 11:35:26 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2019.74 total_reward_ma:1953.33 loss:0.01502 fps:2304 +frame:6.01e+06 wall_t:2609 t:375625 epi:nan +opt_step:93888 lr:9.978e-05 clip_eps:0.1 entropy:0.4851 +2026-01-08 11:35:30 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2026.14 total_reward_ma:1954.70 loss:0.002681 fps:2304 +frame:6.02e+06 wall_t:2613 t:376250 epi:nan +opt_step:94048 lr:9.952e-05 clip_eps:0.1 entropy:0.5035 +2026-01-08 11:35:34 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2038.12 total_reward_ma:1956.39 loss:0.02129 fps:2304 +frame:6.03e+06 wall_t:2617 t:376875 epi:nan +opt_step:94208 lr:9.927e-05 clip_eps:0.1 entropy:0.5098 +2026-01-08 11:35:38 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2089.58 total_reward_ma:1958.75 loss:0.007979 fps:2304 +frame:6.04e+06 wall_t:2621 t:377500 epi:nan +opt_step:94368 lr:9.901e-05 clip_eps:0.1 entropy:0.4859 +2026-01-08 11:35:42 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2092.94 total_reward_ma:1961.01 loss:0.02162 fps:2306 +frame:6.05e+06 wall_t:2624 t:378125 epi:nan +opt_step:94528 lr:9.876e-05 clip_eps:0.1 entropy:0.545 +2026-01-08 11:35:45 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2112.53 total_reward_ma:1963.34 loss:0.04017 fps:2306 +frame:6.06e+06 wall_t:2628 t:378750 epi:nan +opt_step:94656 lr:9.855e-05 clip_eps:0.1 entropy:0.5205 +2026-01-08 11:35:49 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2118.18 total_reward_ma:1965.42 loss:0.0215 fps:2306 +frame:6.07e+06 wall_t:2632 t:379375 epi:nan +opt_step:94816 lr:9.829e-05 clip_eps:0.1 entropy:0.4923 +2026-01-08 11:35:53 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2134.32 total_reward_ma:1968.04 loss:0.01859 fps:2307 +frame:6.08e+06 wall_t:2636 t:380000 epi:nan +opt_step:94976 lr:9.804e-05 clip_eps:0.1 entropy:0.5143 +2026-01-08 11:35:57 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2103.66 total_reward_ma:1970.71 loss:0.01471 fps:2308 +frame:6.09e+06 wall_t:2639 t:380625 epi:nan +opt_step:95136 lr:9.778e-05 clip_eps:0.1 entropy:0.5156 +2026-01-08 11:36:00 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2133.87 total_reward_ma:1973.73 loss:0.01306 fps:2308 +frame:6.10e+06 wall_t:2643 t:381250 epi:nan +opt_step:95296 lr:9.753e-05 clip_eps:0.1 entropy:0.4934 +2026-01-08 11:36:04 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2136.28 total_reward_ma:1977.43 loss:0.01716 fps:2308 +frame:6.11e+06 wall_t:2647 t:381875 epi:nan +opt_step:95456 lr:9.727e-05 clip_eps:0.1 entropy:0.5044 +2026-01-08 11:36:08 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2131.22 total_reward_ma:1981.22 loss:-0.00104 fps:2309 +frame:6.12e+06 wall_t:2650 t:382500 epi:nan +opt_step:95616 lr:9.701e-05 clip_eps:0.1 entropy:0.4991 +2026-01-08 11:36:11 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2151.37 total_reward_ma:1985.31 loss:0.00531 fps:2310 +frame:6.13e+06 wall_t:2654 t:383125 epi:nan +opt_step:95776 lr:9.676e-05 clip_eps:0.1 entropy:0.4601 +2026-01-08 11:36:15 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2189.36 total_reward_ma:1989.83 loss:0.007069 fps:2310 +frame:6.14e+06 wall_t:2658 t:383750 epi:nan +opt_step:95936 lr:9.65e-05 clip_eps:0.1 entropy:0.4911 +2026-01-08 11:36:18 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2200.97 total_reward_ma:1994.22 loss:0.008468 fps:2311 +frame:6.15e+06 wall_t:2661 t:384375 epi:nan +opt_step:96064 lr:9.63e-05 clip_eps:0.1 entropy:0.5118 +2026-01-08 11:36:22 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2169.51 total_reward_ma:1998.23 loss:0.01734 fps:2311 +frame:6.16e+06 wall_t:2665 t:385000 epi:nan +opt_step:96224 lr:9.604e-05 clip_eps:0.1 entropy:0.5021 +2026-01-08 11:36:25 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2156.90 total_reward_ma:2002.29 loss:0.01375 fps:2313 +frame:6.17e+06 wall_t:2668 t:385625 epi:nan +opt_step:96384 lr:9.579e-05 clip_eps:0.1 entropy:0.4815 +2026-01-08 11:36:29 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2122.32 total_reward_ma:2005.86 loss:0.002841 fps:2313 +frame:6.18e+06 wall_t:2672 t:386250 epi:nan +opt_step:96544 lr:9.553e-05 clip_eps:0.1 entropy:0.5163 +2026-01-08 11:36:33 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2136.86 total_reward_ma:2009.48 loss:0.02083 fps:2313 +frame:6.19e+06 wall_t:2676 t:386875 epi:nan +opt_step:96704 lr:9.527e-05 clip_eps:0.1 entropy:0.5462 +2026-01-08 11:36:36 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2094.84 total_reward_ma:2013.35 loss:0.02173 fps:2314 +frame:6.20e+06 wall_t:2679 t:387500 epi:nan +opt_step:96864 lr:9.502e-05 clip_eps:0.1 entropy:0.5454 +2026-01-08 11:36:40 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2079.62 total_reward_ma:2017.35 loss:0.007474 fps:2315 +frame:6.21e+06 wall_t:2683 t:388125 epi:nan +opt_step:97024 lr:9.476e-05 clip_eps:0.1 entropy:0.5748 +2026-01-08 11:36:44 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2098.28 total_reward_ma:2021.65 loss:0.03599 fps:2316 +frame:6.22e+06 wall_t:2686 t:388750 epi:nan +opt_step:97184 lr:9.451e-05 clip_eps:0.1 entropy:0.559 +2026-01-08 11:36:47 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2111.58 total_reward_ma:2025.59 loss:0.001056 fps:2316 +frame:6.23e+06 wall_t:2690 t:389375 epi:nan +opt_step:97312 lr:9.43e-05 clip_eps:0.1 entropy:0.5602 +2026-01-08 11:36:51 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2089.20 total_reward_ma:2029.03 loss:-9.327e-05 fps:2317 +frame:6.24e+06 wall_t:2693 t:390000 epi:nan +opt_step:97472 lr:9.404e-05 clip_eps:0.1 entropy:0.5757 +2026-01-08 11:36:54 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2119.42 total_reward_ma:2032.58 loss:0.01288 fps:2317 +frame:6.25e+06 wall_t:2697 t:390625 epi:nan +opt_step:97632 lr:9.379e-05 clip_eps:0.1 entropy:0.5277 +2026-01-08 11:36:58 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2152.05 total_reward_ma:2036.07 loss:0.02497 fps:2318 +frame:6.26e+06 wall_t:2701 t:391250 epi:nan +opt_step:97792 lr:9.353e-05 clip_eps:0.1 entropy:0.587 +2026-01-08 11:37:01 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2134.62 total_reward_ma:2039.23 loss:0.01534 fps:2319 +frame:6.27e+06 wall_t:2704 t:391875 epi:nan +opt_step:97952 lr:9.328e-05 clip_eps:0.1 entropy:0.5353 +2026-01-08 11:37:05 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2106.62 total_reward_ma:2041.76 loss:0.01197 fps:2319 +frame:6.28e+06 wall_t:2708 t:392500 epi:nan +opt_step:98112 lr:9.302e-05 clip_eps:0.1 entropy:0.6208 +2026-01-08 11:37:08 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2101.51 total_reward_ma:2043.85 loss:-0.008839 fps:2320 +frame:6.29e+06 wall_t:2711 t:393125 epi:nan +opt_step:98272 lr:9.276e-05 clip_eps:0.1 entropy:0.5229 +2026-01-08 11:37:12 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2061.62 total_reward_ma:2045.65 loss:0.002193 fps:2321 +frame:6.30e+06 wall_t:2714 t:393750 epi:nan +opt_step:98432 lr:9.251e-05 clip_eps:0.1 entropy:0.5366 +2026-01-08 11:37:15 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2058.08 total_reward_ma:2047.34 loss:0.003682 fps:2322 +frame:6.31e+06 wall_t:2718 t:394375 epi:nan +opt_step:98592 lr:9.225e-05 clip_eps:0.1 entropy:0.5787 +2026-01-08 11:37:19 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2046.77 total_reward_ma:2048.47 loss:0.01494 fps:2323 +frame:6.32e+06 wall_t:2721 t:395000 epi:nan +opt_step:98720 lr:9.205e-05 clip_eps:0.1 entropy:0.5279 +2026-01-08 11:37:22 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2086.71 total_reward_ma:2049.98 loss:0.002288 fps:2323 +frame:6.33e+06 wall_t:2725 t:395625 epi:nan +opt_step:98880 lr:9.179e-05 clip_eps:0.1 entropy:0.5593 +2026-01-08 11:37:26 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2110.60 total_reward_ma:2051.50 loss:0.02898 fps:2323 +frame:6.34e+06 wall_t:2729 t:396250 epi:nan +opt_step:99040 lr:9.154e-05 clip_eps:0.1 entropy:0.4786 +2026-01-08 11:37:30 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2112.59 total_reward_ma:2052.78 loss:0.02135 fps:2324 +frame:6.35e+06 wall_t:2732 t:396875 epi:nan +opt_step:99200 lr:9.128e-05 clip_eps:0.1 entropy:0.5024 +2026-01-08 11:37:33 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2139.70 total_reward_ma:2054.01 loss:-0.01068 fps:2325 +frame:6.36e+06 wall_t:2736 t:397500 epi:nan +opt_step:99360 lr:9.102e-05 clip_eps:0.1 entropy:0.5766 +2026-01-08 11:37:37 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2187.64 total_reward_ma:2055.23 loss:-0.00116 fps:2325 +frame:6.37e+06 wall_t:2740 t:398125 epi:nan +opt_step:99520 lr:9.077e-05 clip_eps:0.1 entropy:0.5304 +2026-01-08 11:37:40 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2206.13 total_reward_ma:2056.39 loss:0.009489 fps:2326 +frame:6.38e+06 wall_t:2743 t:398750 epi:nan +opt_step:99680 lr:9.051e-05 clip_eps:0.1 entropy:0.5678 +2026-01-08 11:37:44 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2236.76 total_reward_ma:2057.47 loss:0.01626 fps:2326 +frame:6.39e+06 wall_t:2747 t:399375 epi:nan +opt_step:99840 lr:9.026e-05 clip_eps:0.1 entropy:0.552 +2026-01-08 11:37:48 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2215.71 total_reward_ma:2058.38 loss:0.01913 fps:2327 +frame:6.40e+06 wall_t:2750 t:400000 epi:nan +opt_step:100000 lr:9e-05 clip_eps:0.1 entropy:0.5407 +2026-01-08 11:37:51 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2225.32 total_reward_ma:2059.33 loss:0.01136 fps:2328 +frame:6.41e+06 wall_t:2754 t:400625 epi:nan +opt_step:100128 lr:8.98e-05 clip_eps:0.1 entropy:0.5289 +2026-01-08 11:37:55 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2255.30 total_reward_ma:2060.92 loss:0.01186 fps:2328 +frame:6.42e+06 wall_t:2758 t:401250 epi:nan +opt_step:100288 lr:8.954e-05 clip_eps:0.1 entropy:0.5047 +2026-01-08 11:37:59 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2230.04 total_reward_ma:2062.15 loss:0.02565 fps:2328 +frame:6.43e+06 wall_t:2762 t:401875 epi:nan +opt_step:100448 lr:8.928e-05 clip_eps:0.1 entropy:0.4928 +2026-01-08 11:38:03 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2206.58 total_reward_ma:2063.31 loss:0.03541 fps:2329 +frame:6.44e+06 wall_t:2765 t:402500 epi:nan +opt_step:100608 lr:8.903e-05 clip_eps:0.1 entropy:0.5462 +2026-01-08 11:38:06 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2240.30 total_reward_ma:2064.97 loss:0.01299 fps:2329 +frame:6.45e+06 wall_t:2769 t:403125 epi:nan +opt_step:100768 lr:8.877e-05 clip_eps:0.1 entropy:0.4992 +2026-01-08 11:38:10 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2230.12 total_reward_ma:2066.18 loss:0.005719 fps:2330 +frame:6.46e+06 wall_t:2772 t:403750 epi:nan +opt_step:100928 lr:8.852e-05 clip_eps:0.1 entropy:0.4653 +2026-01-08 11:38:13 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2235.36 total_reward_ma:2067.52 loss:0.02114 fps:2331 +frame:6.47e+06 wall_t:2776 t:404375 epi:nan +opt_step:101088 lr:8.826e-05 clip_eps:0.1 entropy:0.547 +2026-01-08 11:38:17 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2245.94 total_reward_ma:2069.24 loss:0.01615 fps:2331 +frame:6.48e+06 wall_t:2780 t:405000 epi:nan +opt_step:101248 lr:8.8e-05 clip_eps:0.1 entropy:0.5134 +2026-01-08 11:38:20 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2242.12 total_reward_ma:2071.32 loss:0.01703 fps:2332 +frame:6.49e+06 wall_t:2783 t:405625 epi:nan +opt_step:101376 lr:8.78e-05 clip_eps:0.1 entropy:0.4861 +2026-01-08 11:38:24 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2233.08 total_reward_ma:2073.29 loss:0.004622 fps:2333 +frame:6.50e+06 wall_t:2786 t:406250 epi:nan +opt_step:101536 lr:8.754e-05 clip_eps:0.1 entropy:0.4008 +2026-01-08 11:38:27 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2229.03 total_reward_ma:2075.24 loss:0.0301 fps:2333 +frame:6.51e+06 wall_t:2790 t:406875 epi:nan +opt_step:101696 lr:8.729e-05 clip_eps:0.1 entropy:0.5442 +2026-01-08 11:38:31 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2231.59 total_reward_ma:2077.13 loss:0.04127 fps:2334 +frame:6.52e+06 wall_t:2793 t:407500 epi:nan +opt_step:101856 lr:8.703e-05 clip_eps:0.1 entropy:0.4692 +2026-01-08 11:38:34 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2242.80 total_reward_ma:2079.36 loss:0.02217 fps:2335 +frame:6.53e+06 wall_t:2797 t:408125 epi:nan +opt_step:102016 lr:8.677e-05 clip_eps:0.1 entropy:0.543 +2026-01-08 11:38:38 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2210.86 total_reward_ma:2081.37 loss:0.01116 fps:2335 +frame:6.54e+06 wall_t:2801 t:408750 epi:nan +opt_step:102176 lr:8.652e-05 clip_eps:0.1 entropy:0.5527 +2026-01-08 11:38:42 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2185.58 total_reward_ma:2083.67 loss:0.02158 fps:2335 +frame:6.55e+06 wall_t:2805 t:409375 epi:nan +opt_step:102336 lr:8.626e-05 clip_eps:0.1 entropy:0.5534 +2026-01-08 11:38:46 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2179.08 total_reward_ma:2086.18 loss:0.0386 fps:2336 +frame:6.56e+06 wall_t:2808 t:410000 epi:nan +opt_step:102496 lr:8.601e-05 clip_eps:0.1 entropy:0.4286 +2026-01-08 11:38:49 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2130.77 total_reward_ma:2088.36 loss:0.03328 fps:2336 +frame:6.57e+06 wall_t:2812 t:410625 epi:nan +opt_step:102656 lr:8.575e-05 clip_eps:0.1 entropy:0.497 +2026-01-08 11:38:52 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2109.98 total_reward_ma:2090.08 loss:0.01152 fps:2337 +frame:6.58e+06 wall_t:2815 t:411250 epi:nan +opt_step:102784 lr:8.555e-05 clip_eps:0.1 entropy:0.5039 +2026-01-08 11:38:56 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2080.83 total_reward_ma:2091.47 loss:0.01748 fps:2338 +frame:6.59e+06 wall_t:2819 t:411875 epi:nan +opt_step:102944 lr:8.529e-05 clip_eps:0.1 entropy:0.544 +2026-01-08 11:39:00 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2056.11 total_reward_ma:2092.65 loss:-0.0003387 fps:2338 +frame:6.60e+06 wall_t:2823 t:412500 epi:nan +opt_step:103104 lr:8.503e-05 clip_eps:0.1 entropy:0.4722 +2026-01-08 11:39:04 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2085.60 total_reward_ma:2094.32 loss:0.02252 fps:2338 +frame:6.61e+06 wall_t:2827 t:413125 epi:nan +opt_step:103264 lr:8.478e-05 clip_eps:0.1 entropy:0.5471 +2026-01-08 11:39:08 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2070.71 total_reward_ma:2096.08 loss:0.01879 fps:2338 +frame:6.62e+06 wall_t:2831 t:413750 epi:nan +opt_step:103424 lr:8.452e-05 clip_eps:0.1 entropy:0.4975 +2026-01-08 11:39:12 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2092.53 total_reward_ma:2097.67 loss:0.03627 fps:2339 +frame:6.63e+06 wall_t:2835 t:414375 epi:nan +opt_step:103584 lr:8.427e-05 clip_eps:0.1 entropy:0.4461 +2026-01-08 11:39:16 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2092.42 total_reward_ma:2099.29 loss:0.009586 fps:2340 +frame:6.64e+06 wall_t:2838 t:415000 epi:nan +opt_step:103744 lr:8.401e-05 clip_eps:0.1 entropy:0.5387 +2026-01-08 11:39:19 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2085.42 total_reward_ma:2100.64 loss:0.007623 fps:2340 +frame:6.65e+06 wall_t:2842 t:415625 epi:nan +opt_step:103904 lr:8.375e-05 clip_eps:0.1 entropy:0.4652 +2026-01-08 11:39:22 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2077.24 total_reward_ma:2101.88 loss:0.02193 fps:2341 +frame:6.66e+06 wall_t:2845 t:416250 epi:nan +opt_step:104032 lr:8.355e-05 clip_eps:0.1 entropy:0.522 +2026-01-08 11:39:25 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2047.77 total_reward_ma:2102.85 loss:0.02064 fps:2342 +frame:6.67e+06 wall_t:2848 t:416875 epi:nan +opt_step:104192 lr:8.329e-05 clip_eps:0.1 entropy:0.5351 +2026-01-08 11:39:29 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2083.14 total_reward_ma:2104.34 loss:0.0217 fps:2342 +frame:6.68e+06 wall_t:2852 t:417500 epi:nan +opt_step:104352 lr:8.304e-05 clip_eps:0.1 entropy:0.4884 +2026-01-08 11:39:32 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2118.15 total_reward_ma:2106.07 loss:0.0122 fps:2343 +frame:6.69e+06 wall_t:2855 t:418125 epi:nan +opt_step:104512 lr:8.278e-05 clip_eps:0.1 entropy:0.4539 +2026-01-08 11:39:36 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2126.45 total_reward_ma:2107.98 loss:0.01557 fps:2343 +frame:6.70e+06 wall_t:2859 t:418750 epi:nan +opt_step:104672 lr:8.252e-05 clip_eps:0.1 entropy:0.4595 +2026-01-08 11:39:39 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2147.33 total_reward_ma:2109.65 loss:0.01296 fps:2345 +frame:6.71e+06 wall_t:2862 t:419375 epi:nan +opt_step:104832 lr:8.227e-05 clip_eps:0.1 entropy:0.4756 +2026-01-08 11:39:43 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2170.11 total_reward_ma:2111.30 loss:0.01313 fps:2345 +frame:6.72e+06 wall_t:2866 t:420000 epi:nan +opt_step:104992 lr:8.201e-05 clip_eps:0.1 entropy:0.5487 +2026-01-08 11:39:47 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2184.09 total_reward_ma:2112.80 loss:0.02438 fps:2345 +frame:6.73e+06 wall_t:2870 t:420625 epi:nan +opt_step:105152 lr:8.176e-05 clip_eps:0.1 entropy:0.5283 +2026-01-08 11:39:50 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2228.01 total_reward_ma:2114.24 loss:0.03219 fps:2346 +frame:6.74e+06 wall_t:2873 t:421250 epi:nan +opt_step:105312 lr:8.15e-05 clip_eps:0.1 entropy:0.5084 +2026-01-08 11:39:54 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2191.81 total_reward_ma:2115.37 loss:0.009069 fps:2347 +frame:6.75e+06 wall_t:2876 t:421875 epi:nan +opt_step:105440 lr:8.13e-05 clip_eps:0.1 entropy:0.5025 +2026-01-08 11:39:57 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2239.07 total_reward_ma:2117.45 loss:0.01529 fps:2347 +frame:6.76e+06 wall_t:2880 t:422500 epi:nan +opt_step:105600 lr:8.104e-05 clip_eps:0.1 entropy:0.4809 +2026-01-08 11:40:01 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2231.92 total_reward_ma:2119.24 loss:0.004173 fps:2347 +frame:6.77e+06 wall_t:2884 t:423125 epi:nan +opt_step:105760 lr:8.078e-05 clip_eps:0.1 entropy:0.4895 +2026-01-08 11:40:05 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2214.16 total_reward_ma:2120.78 loss:0.02773 fps:2348 +frame:6.78e+06 wall_t:2888 t:423750 epi:nan +opt_step:105920 lr:8.053e-05 clip_eps:0.1 entropy:0.5272 +2026-01-08 11:40:08 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2239.79 total_reward_ma:2122.34 loss:0.01944 fps:2349 +frame:6.79e+06 wall_t:2891 t:424375 epi:nan +opt_step:106080 lr:8.027e-05 clip_eps:0.1 entropy:0.4656 +2026-01-08 11:40:12 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2239.87 total_reward_ma:2123.66 loss:0.001948 fps:2349 +frame:6.80e+06 wall_t:2895 t:425000 epi:nan +opt_step:106240 lr:8.002e-05 clip_eps:0.1 entropy:0.4693 +2026-01-08 11:40:16 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2273.38 total_reward_ma:2125.26 loss:0.0148 fps:2349 +frame:6.81e+06 wall_t:2899 t:425625 epi:nan +opt_step:106400 lr:7.976e-05 clip_eps:0.1 entropy:0.5091 +2026-01-08 11:40:19 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2277.35 total_reward_ma:2127.05 loss:0.007992 fps:2350 +frame:6.82e+06 wall_t:2902 t:426250 epi:nan +opt_step:106560 lr:7.95e-05 clip_eps:0.1 entropy:0.5781 +2026-01-08 11:40:23 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2284.46 total_reward_ma:2129.37 loss:0.0003002 fps:2351 +frame:6.83e+06 wall_t:2905 t:426875 epi:nan +opt_step:106688 lr:7.93e-05 clip_eps:0.1 entropy:0.4746 +2026-01-08 11:40:26 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2320.11 total_reward_ma:2131.82 loss:0.001911 fps:2351 +frame:6.84e+06 wall_t:2909 t:427500 epi:nan +opt_step:106848 lr:7.904e-05 clip_eps:0.1 entropy:0.4509 +2026-01-08 11:40:30 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2330.70 total_reward_ma:2134.25 loss:0.007133 fps:2352 +frame:6.85e+06 wall_t:2913 t:428125 epi:nan +opt_step:107008 lr:7.879e-05 clip_eps:0.1 entropy:0.5124 +2026-01-08 11:40:34 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2287.14 total_reward_ma:2136.16 loss:0.01907 fps:2352 +frame:6.86e+06 wall_t:2917 t:428750 epi:nan +opt_step:107168 lr:7.853e-05 clip_eps:0.1 entropy:0.4774 +2026-01-08 11:40:37 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2301.27 total_reward_ma:2138.83 loss:0.01671 fps:2353 +frame:6.87e+06 wall_t:2920 t:429375 epi:nan +opt_step:107328 lr:7.828e-05 clip_eps:0.1 entropy:0.5023 +2026-01-08 11:40:41 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2292.75 total_reward_ma:2141.80 loss:0.03002 fps:2353 +frame:6.88e+06 wall_t:2924 t:430000 epi:nan +opt_step:107488 lr:7.802e-05 clip_eps:0.1 entropy:0.5005 +2026-01-08 11:40:44 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2318.09 total_reward_ma:2145.31 loss:0.01041 fps:2354 +frame:6.89e+06 wall_t:2927 t:430625 epi:nan +opt_step:107648 lr:7.776e-05 clip_eps:0.1 entropy:0.4678 +2026-01-08 11:40:48 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2316.79 total_reward_ma:2148.68 loss:0.02089 fps:2354 +frame:6.90e+06 wall_t:2931 t:431250 epi:nan +opt_step:107808 lr:7.751e-05 clip_eps:0.1 entropy:0.549 +2026-01-08 11:40:51 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2307.11 total_reward_ma:2151.85 loss:0.01553 fps:2355 +frame:6.91e+06 wall_t:2934 t:431875 epi:nan +opt_step:107968 lr:7.725e-05 clip_eps:0.1 entropy:0.5526 +2026-01-08 11:40:55 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2307.08 total_reward_ma:2154.96 loss:0.01713 fps:2355 +frame:6.92e+06 wall_t:2938 t:432500 epi:nan +opt_step:108096 lr:7.705e-05 clip_eps:0.1 entropy:0.5451 +2026-01-08 11:40:59 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2350.82 total_reward_ma:2158.30 loss:0.02172 fps:2356 +frame:6.93e+06 wall_t:2941 t:433125 epi:nan +opt_step:108256 lr:7.679e-05 clip_eps:0.1 entropy:0.5254 +2026-01-08 11:41:02 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2359.95 total_reward_ma:2161.76 loss:0.008957 fps:2357 +frame:6.94e+06 wall_t:2945 t:433750 epi:nan +opt_step:108416 lr:7.653e-05 clip_eps:0.1 entropy:0.5024 +2026-01-08 11:41:06 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2384.06 total_reward_ma:2165.49 loss:0.005572 fps:2358 +frame:6.95e+06 wall_t:2948 t:434375 epi:nan +opt_step:108576 lr:7.628e-05 clip_eps:0.1 entropy:0.565 +2026-01-08 11:41:10 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2380.47 total_reward_ma:2169.33 loss:0.02644 fps:2357 +frame:6.96e+06 wall_t:2953 t:435000 epi:nan +opt_step:108736 lr:7.602e-05 clip_eps:0.1 entropy:0.5479 +2026-01-08 11:41:14 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2422.23 total_reward_ma:2173.54 loss:0.006336 fps:2357 +frame:6.97e+06 wall_t:2957 t:435625 epi:nan +opt_step:108896 lr:7.577e-05 clip_eps:0.1 entropy:0.5242 +2026-01-08 11:41:17 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2450.99 total_reward_ma:2177.94 loss:0.02182 fps:2358 +frame:6.98e+06 wall_t:2960 t:436250 epi:nan +opt_step:109056 lr:7.551e-05 clip_eps:0.1 entropy:0.5334 +2026-01-08 11:41:21 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2483.54 total_reward_ma:2182.67 loss:0.01922 fps:2358 +frame:6.99e+06 wall_t:2964 t:436875 epi:nan +opt_step:109216 lr:7.525e-05 clip_eps:0.1 entropy:0.6457 +2026-01-08 11:41:24 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2442.24 total_reward_ma:2186.71 loss:0.02207 fps:2359 +frame:7.00e+06 wall_t:2967 t:437500 epi:nan +opt_step:109344 lr:7.505e-05 clip_eps:0.1 entropy:0.5392 +2026-01-08 11:41:28 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2478.72 total_reward_ma:2191.30 loss:0.007351 fps:2359 +frame:7.01e+06 wall_t:2971 t:438125 epi:nan +opt_step:109504 lr:7.479e-05 clip_eps:0.1 entropy:0.5652 +2026-01-08 11:41:31 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2501.24 total_reward_ma:2196.05 loss:0.01478 fps:2360 +frame:7.02e+06 wall_t:2974 t:438750 epi:nan +opt_step:109664 lr:7.454e-05 clip_eps:0.1 entropy:0.5312 +2026-01-08 11:41:35 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2512.47 total_reward_ma:2200.79 loss:0.007334 fps:2361 +frame:7.03e+06 wall_t:2978 t:439375 epi:nan +opt_step:109824 lr:7.428e-05 clip_eps:0.1 entropy:0.5321 +2026-01-08 11:41:38 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2511.21 total_reward_ma:2205.01 loss:0.02296 fps:2362 +frame:7.04e+06 wall_t:2981 t:440000 epi:nan +opt_step:109984 lr:7.403e-05 clip_eps:0.1 entropy:0.5296 +2026-01-08 11:41:42 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2510.41 total_reward_ma:2209.18 loss:0.01878 fps:2362 +frame:7.05e+06 wall_t:2985 t:440625 epi:nan +opt_step:110144 lr:7.377e-05 clip_eps:0.1 entropy:0.5252 +2026-01-08 11:41:45 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2544.94 total_reward_ma:2213.51 loss:0.02064 fps:2363 +frame:7.06e+06 wall_t:2988 t:441250 epi:nan +opt_step:110304 lr:7.351e-05 clip_eps:0.1 entropy:0.5827 +2026-01-08 11:41:49 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2527.47 total_reward_ma:2217.60 loss:0.006822 fps:2363 +frame:7.07e+06 wall_t:2992 t:441875 epi:nan +opt_step:110464 lr:7.326e-05 clip_eps:0.1 entropy:0.5404 +2026-01-08 11:41:52 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2521.24 total_reward_ma:2221.47 loss:0.01788 fps:2364 +frame:7.08e+06 wall_t:2995 t:442500 epi:nan +opt_step:110624 lr:7.3e-05 clip_eps:0.1 entropy:0.5054 +2026-01-08 11:41:55 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2533.29 total_reward_ma:2225.77 loss:0.005683 fps:2365 +frame:7.09e+06 wall_t:2998 t:443125 epi:nan +opt_step:110752 lr:7.28e-05 clip_eps:0.1 entropy:0.5624 +2026-01-08 11:41:59 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2521.06 total_reward_ma:2229.64 loss:0.008895 fps:2365 +frame:7.10e+06 wall_t:3002 t:443750 epi:nan +opt_step:110912 lr:7.254e-05 clip_eps:0.1 entropy:0.5128 +2026-01-08 11:42:03 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2532.57 total_reward_ma:2233.60 loss:0.01997 fps:2365 +frame:7.11e+06 wall_t:3006 t:444375 epi:nan +opt_step:111072 lr:7.228e-05 clip_eps:0.1 entropy:0.5692 +2026-01-08 11:42:07 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2545.90 total_reward_ma:2237.75 loss:0.01096 fps:2366 +frame:7.12e+06 wall_t:3009 t:445000 epi:nan +opt_step:111232 lr:7.203e-05 clip_eps:0.1 entropy:0.4903 +2026-01-08 11:42:10 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2527.94 total_reward_ma:2241.51 loss:0.01586 fps:2366 +frame:7.13e+06 wall_t:3013 t:445625 epi:nan +opt_step:111392 lr:7.177e-05 clip_eps:0.1 entropy:0.5643 +2026-01-08 11:42:13 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2517.41 total_reward_ma:2244.79 loss:0.01726 fps:2367 +frame:7.14e+06 wall_t:3016 t:446250 epi:nan +opt_step:111552 lr:7.152e-05 clip_eps:0.1 entropy:0.5251 +2026-01-08 11:42:17 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2527.25 total_reward_ma:2248.06 loss:0.01715 fps:2368 +frame:7.15e+06 wall_t:3019 t:446875 epi:nan +opt_step:111712 lr:7.126e-05 clip_eps:0.1 entropy:0.4068 +2026-01-08 11:42:20 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2501.62 total_reward_ma:2251.38 loss:0.02543 fps:2369 +frame:7.16e+06 wall_t:3023 t:447500 epi:nan +opt_step:111872 lr:7.1e-05 clip_eps:0.1 entropy:0.4806 +2026-01-08 11:42:23 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2481.80 total_reward_ma:2254.63 loss:0.01158 fps:2369 +frame:7.17e+06 wall_t:3026 t:448125 epi:nan +opt_step:112000 lr:7.08e-05 clip_eps:0.1 entropy:0.5086 +2026-01-08 11:42:27 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2481.89 total_reward_ma:2258.22 loss:0.002158 fps:2370 +frame:7.18e+06 wall_t:3030 t:448750 epi:nan +opt_step:112160 lr:7.054e-05 clip_eps:0.1 entropy:0.5569 +2026-01-08 11:42:30 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2512.54 total_reward_ma:2261.98 loss:0.008031 fps:2371 +frame:7.19e+06 wall_t:3033 t:449375 epi:nan +opt_step:112320 lr:7.029e-05 clip_eps:0.1 entropy:0.4497 +2026-01-08 11:42:34 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2488.68 total_reward_ma:2265.92 loss:0.009115 fps:2371 +frame:7.20e+06 wall_t:3037 t:450000 epi:nan +opt_step:112480 lr:7.003e-05 clip_eps:0.1 entropy:0.5209 +2026-01-08 11:42:38 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2466.49 total_reward_ma:2269.79 loss:0.03678 fps:2371 +frame:7.21e+06 wall_t:3041 t:450625 epi:nan +opt_step:112640 lr:6.978e-05 clip_eps:0.1 entropy:0.4806 +2026-01-08 11:42:41 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2480.32 total_reward_ma:2273.61 loss:0.03108 fps:2372 +frame:7.22e+06 wall_t:3044 t:451250 epi:nan +opt_step:112800 lr:6.952e-05 clip_eps:0.1 entropy:0.4856 +2026-01-08 11:42:45 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2478.33 total_reward_ma:2277.27 loss:0.02309 fps:2373 +frame:7.23e+06 wall_t:3047 t:451875 epi:nan +opt_step:112960 lr:6.926e-05 clip_eps:0.1 entropy:0.4681 +2026-01-08 11:42:48 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2479.64 total_reward_ma:2281.18 loss:0.01193 fps:2373 +frame:7.24e+06 wall_t:3051 t:452500 epi:nan +opt_step:113120 lr:6.901e-05 clip_eps:0.1 entropy:0.4793 +2026-01-08 11:42:52 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2509.16 total_reward_ma:2285.08 loss:0.0158 fps:2374 +frame:7.25e+06 wall_t:3054 t:453125 epi:nan +opt_step:113280 lr:6.875e-05 clip_eps:0.1 entropy:0.5015 +2026-01-08 11:42:55 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2490.91 total_reward_ma:2288.46 loss:0.02283 fps:2374 +frame:7.26e+06 wall_t:3058 t:453750 epi:nan +opt_step:113408 lr:6.855e-05 clip_eps:0.1 entropy:0.4498 +2026-01-08 11:42:58 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2514.75 total_reward_ma:2292.27 loss:0.01595 fps:2375 +frame:7.27e+06 wall_t:3061 t:454375 epi:nan +opt_step:113568 lr:6.829e-05 clip_eps:0.1 entropy:0.5211 +2026-01-08 11:43:02 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2518.15 total_reward_ma:2296.38 loss:0.01651 fps:2376 +frame:7.28e+06 wall_t:3064 t:455000 epi:nan +opt_step:113728 lr:6.804e-05 clip_eps:0.1 entropy:0.4949 +2026-01-08 11:43:05 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2494.94 total_reward_ma:2300.32 loss:0.004533 fps:2376 +frame:7.29e+06 wall_t:3068 t:455625 epi:nan +opt_step:113888 lr:6.778e-05 clip_eps:0.1 entropy:0.5152 +2026-01-08 11:43:09 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2515.15 total_reward_ma:2304.85 loss:0.02018 fps:2376 +frame:7.30e+06 wall_t:3072 t:456250 epi:nan +opt_step:114048 lr:6.752e-05 clip_eps:0.1 entropy:0.5474 +2026-01-08 11:43:13 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2538.80 total_reward_ma:2309.66 loss:0.002726 fps:2376 +frame:7.31e+06 wall_t:3076 t:456875 epi:nan +opt_step:114208 lr:6.727e-05 clip_eps:0.1 entropy:0.5281 +2026-01-08 11:43:18 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2512.82 total_reward_ma:2314.32 loss:0.03702 fps:2376 +frame:7.32e+06 wall_t:3081 t:457500 epi:nan +opt_step:114368 lr:6.701e-05 clip_eps:0.1 entropy:0.5227 +2026-01-08 11:43:22 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2484.29 total_reward_ma:2318.29 loss:0.01871 fps:2376 +frame:7.33e+06 wall_t:3085 t:458125 epi:nan +opt_step:114528 lr:6.676e-05 clip_eps:0.1 entropy:0.524 +2026-01-08 11:43:27 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2511.19 total_reward_ma:2322.30 loss:0.02433 fps:2375 +frame:7.34e+06 wall_t:3090 t:458750 epi:nan +opt_step:114656 lr:6.655e-05 clip_eps:0.1 entropy:0.5209 +2026-01-08 11:43:32 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2504.26 total_reward_ma:2326.22 loss:-0.002311 fps:2376 +frame:7.35e+06 wall_t:3094 t:459375 epi:nan +opt_step:114816 lr:6.629e-05 clip_eps:0.1 entropy:0.5493 +2026-01-08 11:43:37 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2509.73 total_reward_ma:2329.92 loss:0.01424 fps:2374 +frame:7.36e+06 wall_t:3100 t:460000 epi:nan +opt_step:114976 lr:6.604e-05 clip_eps:0.1 entropy:0.53 +2026-01-08 11:43:42 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2529.18 total_reward_ma:2333.33 loss:0.0139 fps:2374 +frame:7.37e+06 wall_t:3105 t:460625 epi:nan +opt_step:115136 lr:6.578e-05 clip_eps:0.1 entropy:0.5373 +2026-01-08 11:43:47 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2523.50 total_reward_ma:2336.51 loss:0.03327 fps:2374 +frame:7.38e+06 wall_t:3109 t:461250 epi:nan +opt_step:115296 lr:6.553e-05 clip_eps:0.1 entropy:0.5492 +2026-01-08 11:43:51 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2532.43 total_reward_ma:2339.46 loss:0.02322 fps:2373 +frame:7.39e+06 wall_t:3114 t:461875 epi:nan +opt_step:115456 lr:6.527e-05 clip_eps:0.1 entropy:0.5112 +2026-01-08 11:43:56 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2530.15 total_reward_ma:2342.61 loss:0.001937 fps:2373 +frame:7.40e+06 wall_t:3119 t:462500 epi:nan +opt_step:115616 lr:6.501e-05 clip_eps:0.1 entropy:0.47 +2026-01-08 11:44:00 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2555.44 total_reward_ma:2345.91 loss:0.01733 fps:2373 +frame:7.41e+06 wall_t:3123 t:463125 epi:nan +opt_step:115776 lr:6.476e-05 clip_eps:0.1 entropy:0.4735 +2026-01-08 11:44:04 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2563.26 total_reward_ma:2348.99 loss:0.006041 fps:2373 +frame:7.42e+06 wall_t:3127 t:463750 epi:nan +opt_step:115936 lr:6.45e-05 clip_eps:0.1 entropy:0.5234 +2026-01-08 11:44:08 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2591.50 total_reward_ma:2352.60 loss:0.01338 fps:2373 +frame:7.43e+06 wall_t:3131 t:464375 epi:nan +opt_step:116064 lr:6.43e-05 clip_eps:0.1 entropy:0.5 +2026-01-08 11:44:13 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2606.10 total_reward_ma:2356.60 loss:0.0336 fps:2372 +frame:7.44e+06 wall_t:3136 t:465000 epi:nan +opt_step:116224 lr:6.404e-05 clip_eps:0.1 entropy:0.5048 +2026-01-08 11:44:17 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2584.87 total_reward_ma:2360.04 loss:0.01283 fps:2373 +frame:7.45e+06 wall_t:3140 t:465625 epi:nan +opt_step:116384 lr:6.379e-05 clip_eps:0.1 entropy:0.5721 +2026-01-08 11:44:22 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2569.44 total_reward_ma:2363.44 loss:0.0161 fps:2372 +frame:7.46e+06 wall_t:3145 t:466250 epi:nan +opt_step:116544 lr:6.353e-05 clip_eps:0.1 entropy:0.5361 +2026-01-08 11:44:27 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2580.72 total_reward_ma:2366.89 loss:0.02932 fps:2371 +frame:7.47e+06 wall_t:3150 t:466875 epi:nan +opt_step:116704 lr:6.327e-05 clip_eps:0.1 entropy:0.526 +2026-01-08 11:44:32 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2575.31 total_reward_ma:2370.18 loss:0.01376 fps:2371 +frame:7.48e+06 wall_t:3155 t:467500 epi:nan +opt_step:116864 lr:6.302e-05 clip_eps:0.1 entropy:0.559 +2026-01-08 11:44:36 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2606.39 total_reward_ma:2373.83 loss:0.009224 fps:2371 +frame:7.49e+06 wall_t:3159 t:468125 epi:nan +opt_step:117024 lr:6.276e-05 clip_eps:0.1 entropy:0.5219 +2026-01-08 11:44:41 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2590.98 total_reward_ma:2377.41 loss:0.01337 fps:2370 +frame:7.50e+06 wall_t:3164 t:468750 epi:nan +opt_step:117184 lr:6.251e-05 clip_eps:0.1 entropy:0.5225 +2026-01-08 11:44:46 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2562.30 total_reward_ma:2380.74 loss:0.01665 fps:2370 +frame:7.51e+06 wall_t:3169 t:469375 epi:nan +opt_step:117312 lr:6.23e-05 clip_eps:0.1 entropy:0.4625 +2026-01-08 11:44:50 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2576.05 total_reward_ma:2384.18 loss:0.02282 fps:2370 +frame:7.52e+06 wall_t:3173 t:470000 epi:nan +opt_step:117472 lr:6.204e-05 clip_eps:0.1 entropy:0.5216 +2026-01-08 11:44:54 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2573.65 total_reward_ma:2387.49 loss:0.03069 fps:2370 +frame:7.53e+06 wall_t:3177 t:470625 epi:nan +opt_step:117632 lr:6.179e-05 clip_eps:0.1 entropy:0.4955 +2026-01-08 11:44:58 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2608.09 total_reward_ma:2391.46 loss:0.05357 fps:2370 +frame:7.54e+06 wall_t:3181 t:471250 epi:nan +opt_step:117792 lr:6.153e-05 clip_eps:0.1 entropy:0.5193 +2026-01-08 11:45:02 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2634.74 total_reward_ma:2395.96 loss:0.03842 fps:2370 +frame:7.55e+06 wall_t:3185 t:471875 epi:nan +opt_step:117952 lr:6.128e-05 clip_eps:0.1 entropy:0.5394 +2026-01-08 11:45:05 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2650.13 total_reward_ma:2400.67 loss:0.02095 fps:2371 +frame:7.56e+06 wall_t:3188 t:472500 epi:nan +opt_step:118112 lr:6.102e-05 clip_eps:0.1 entropy:0.4663 +2026-01-08 11:45:09 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2602.17 total_reward_ma:2405.38 loss:0.01584 fps:2372 +frame:7.57e+06 wall_t:3192 t:473125 epi:nan +opt_step:118272 lr:6.076e-05 clip_eps:0.1 entropy:0.505 +2026-01-08 11:45:13 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2585.64 total_reward_ma:2410.14 loss:0.02386 fps:2372 +frame:7.58e+06 wall_t:3196 t:473750 epi:nan +opt_step:118432 lr:6.051e-05 clip_eps:0.1 entropy:0.4527 +2026-01-08 11:45:16 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2592.77 total_reward_ma:2415.26 loss:0.02363 fps:2373 +frame:7.59e+06 wall_t:3199 t:474375 epi:nan +opt_step:118592 lr:6.025e-05 clip_eps:0.1 entropy:0.4437 +2026-01-08 11:45:19 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2576.76 total_reward_ma:2420.46 loss:0.02554 fps:2374 +frame:7.60e+06 wall_t:3202 t:475000 epi:nan +opt_step:118720 lr:6.005e-05 clip_eps:0.1 entropy:0.4717 +2026-01-08 11:45:23 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2525.07 total_reward_ma:2424.86 loss:0.01132 fps:2374 +frame:7.61e+06 wall_t:3205 t:475625 epi:nan +opt_step:118880 lr:5.979e-05 clip_eps:0.1 entropy:0.4769 +2026-01-08 11:45:26 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2508.84 total_reward_ma:2429.24 loss:0.04668 fps:2375 +frame:7.62e+06 wall_t:3209 t:476250 epi:nan +opt_step:119040 lr:5.954e-05 clip_eps:0.1 entropy:0.5751 +2026-01-08 11:45:30 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2501.98 total_reward_ma:2433.33 loss:0.007156 fps:2375 +frame:7.63e+06 wall_t:3213 t:476875 epi:nan +opt_step:119200 lr:5.928e-05 clip_eps:0.1 entropy:0.5244 +2026-01-08 11:45:34 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2509.78 total_reward_ma:2437.51 loss:0.00212 fps:2375 +frame:7.64e+06 wall_t:3217 t:477500 epi:nan +opt_step:119360 lr:5.902e-05 clip_eps:0.1 entropy:0.4546 +2026-01-08 11:45:38 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2528.15 total_reward_ma:2441.93 loss:0.0124 fps:2376 +frame:7.65e+06 wall_t:3220 t:478125 epi:nan +opt_step:119520 lr:5.877e-05 clip_eps:0.1 entropy:0.5271 +2026-01-08 11:45:42 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2534.10 total_reward_ma:2446.50 loss:0.02569 fps:2375 +frame:7.66e+06 wall_t:3225 t:478750 epi:nan +opt_step:119680 lr:5.851e-05 clip_eps:0.1 entropy:0.5365 +2026-01-08 11:45:45 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2527.33 total_reward_ma:2451.30 loss:0.01837 fps:2376 +frame:7.67e+06 wall_t:3228 t:479375 epi:nan +opt_step:119840 lr:5.826e-05 clip_eps:0.1 entropy:0.498 +2026-01-08 11:45:49 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2507.26 total_reward_ma:2455.54 loss:0.03429 fps:2376 +frame:7.68e+06 wall_t:3232 t:480000 epi:nan +opt_step:120000 lr:5.8e-05 clip_eps:0.1 entropy:0.493 +2026-01-08 11:45:53 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2475.57 total_reward_ma:2459.11 loss:0.008712 fps:2377 +frame:7.69e+06 wall_t:3235 t:480625 epi:nan +opt_step:120128 lr:5.78e-05 clip_eps:0.1 entropy:0.4883 +2026-01-08 11:45:56 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2486.96 total_reward_ma:2462.72 loss:0.02477 fps:2377 +frame:7.70e+06 wall_t:3239 t:481250 epi:nan +opt_step:120288 lr:5.754e-05 clip_eps:0.1 entropy:0.4821 +2026-01-08 11:46:00 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2493.18 total_reward_ma:2466.18 loss:0.03419 fps:2377 +frame:7.71e+06 wall_t:3243 t:481875 epi:nan +opt_step:120448 lr:5.728e-05 clip_eps:0.1 entropy:0.5235 +2026-01-08 11:46:04 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2494.74 total_reward_ma:2469.42 loss:0.01935 fps:2378 +frame:7.72e+06 wall_t:3247 t:482500 epi:nan +opt_step:120608 lr:5.703e-05 clip_eps:0.1 entropy:0.5457 +2026-01-08 11:46:08 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2485.82 total_reward_ma:2472.44 loss:0.02393 fps:2378 +frame:7.73e+06 wall_t:3251 t:483125 epi:nan +opt_step:120768 lr:5.677e-05 clip_eps:0.1 entropy:0.5529 +2026-01-08 11:46:11 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2453.31 total_reward_ma:2474.69 loss:0.02618 fps:2379 +frame:7.74e+06 wall_t:3254 t:483750 epi:nan +opt_step:120928 lr:5.652e-05 clip_eps:0.1 entropy:0.5831 +2026-01-08 11:46:15 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2448.15 total_reward_ma:2477.26 loss:0.006454 fps:2379 +frame:7.75e+06 wall_t:3258 t:484375 epi:nan +opt_step:121088 lr:5.626e-05 clip_eps:0.1 entropy:0.5085 +2026-01-08 11:46:18 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2471.39 total_reward_ma:2479.58 loss:0.02659 fps:2380 +frame:7.76e+06 wall_t:3261 t:485000 epi:nan +opt_step:121248 lr:5.6e-05 clip_eps:0.1 entropy:0.5119 +2026-01-08 11:46:21 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2515.29 total_reward_ma:2482.41 loss:0.02163 fps:2381 +frame:7.77e+06 wall_t:3264 t:485625 epi:nan +opt_step:121376 lr:5.58e-05 clip_eps:0.1 entropy:0.5243 +2026-01-08 11:46:25 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2496.07 total_reward_ma:2485.23 loss:0.02082 fps:2381 +frame:7.78e+06 wall_t:3268 t:486250 epi:nan +opt_step:121536 lr:5.554e-05 clip_eps:0.1 entropy:0.5214 +2026-01-08 11:46:28 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2524.48 total_reward_ma:2488.08 loss:0.02436 fps:2382 +frame:7.79e+06 wall_t:3271 t:486875 epi:nan +opt_step:121696 lr:5.529e-05 clip_eps:0.1 entropy:0.5024 +2026-01-08 11:46:32 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2523.48 total_reward_ma:2490.92 loss:0.02211 fps:2382 +frame:7.80e+06 wall_t:3275 t:487500 epi:nan +opt_step:121856 lr:5.503e-05 clip_eps:0.1 entropy:0.5565 +2026-01-08 11:46:36 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2560.44 total_reward_ma:2493.79 loss:0.01718 fps:2382 +frame:7.81e+06 wall_t:3279 t:488125 epi:nan +opt_step:122016 lr:5.477e-05 clip_eps:0.1 entropy:0.5626 +2026-01-08 11:46:39 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2549.81 total_reward_ma:2496.51 loss:0.007285 fps:2383 +frame:7.82e+06 wall_t:3282 t:488750 epi:nan +opt_step:122176 lr:5.452e-05 clip_eps:0.1 entropy:0.5346 +2026-01-08 11:46:43 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2536.63 total_reward_ma:2499.03 loss:0.02935 fps:2383 +frame:7.83e+06 wall_t:3286 t:489375 epi:nan +opt_step:122336 lr:5.426e-05 clip_eps:0.1 entropy:0.4973 +2026-01-08 11:46:47 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2541.26 total_reward_ma:2501.24 loss:0.003168 fps:2383 +frame:7.84e+06 wall_t:3290 t:490000 epi:nan +opt_step:122496 lr:5.401e-05 clip_eps:0.1 entropy:0.5456 +2026-01-08 11:46:50 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2535.73 total_reward_ma:2503.29 loss:0.01212 fps:2384 +frame:7.85e+06 wall_t:3293 t:490625 epi:nan +opt_step:122656 lr:5.375e-05 clip_eps:0.1 entropy:0.5377 +2026-01-08 11:46:54 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2522.85 total_reward_ma:2505.65 loss:0.015 fps:2384 +frame:7.86e+06 wall_t:3297 t:491250 epi:nan +opt_step:122784 lr:5.355e-05 clip_eps:0.1 entropy:0.5299 +2026-01-08 11:46:58 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2517.71 total_reward_ma:2507.82 loss:0.02564 fps:2385 +frame:7.87e+06 wall_t:3300 t:491875 epi:nan +opt_step:122944 lr:5.329e-05 clip_eps:0.1 entropy:0.5649 +2026-01-08 11:47:01 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2550.62 total_reward_ma:2510.40 loss:0.01219 fps:2385 +frame:7.88e+06 wall_t:3304 t:492500 epi:nan +opt_step:123104 lr:5.303e-05 clip_eps:0.1 entropy:0.5569 +2026-01-08 11:47:05 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2558.74 total_reward_ma:2512.80 loss:0.001775 fps:2385 +frame:7.89e+06 wall_t:3308 t:493125 epi:nan +opt_step:123264 lr:5.278e-05 clip_eps:0.1 entropy:0.511 +2026-01-08 11:47:08 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2578.23 total_reward_ma:2515.42 loss:0.01967 fps:2386 +frame:7.90e+06 wall_t:3311 t:493750 epi:nan +opt_step:123424 lr:5.252e-05 clip_eps:0.1 entropy:0.5598 +2026-01-08 11:47:12 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2570.93 total_reward_ma:2518.05 loss:0.00482 fps:2387 +frame:7.91e+06 wall_t:3314 t:494375 epi:nan +opt_step:123584 lr:5.227e-05 clip_eps:0.1 entropy:0.5843 +2026-01-08 11:47:15 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2596.62 total_reward_ma:2520.95 loss:0.001881 fps:2387 +frame:7.92e+06 wall_t:3318 t:495000 epi:nan +opt_step:123744 lr:5.201e-05 clip_eps:0.1 entropy:0.5964 +2026-01-08 11:47:19 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2634.66 total_reward_ma:2523.79 loss:0.007671 fps:2387 +frame:7.93e+06 wall_t:3322 t:495625 epi:nan +opt_step:123904 lr:5.175e-05 clip_eps:0.1 entropy:0.5669 +2026-01-08 11:47:22 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2643.87 total_reward_ma:2526.63 loss:0.0192 fps:2388 +frame:7.94e+06 wall_t:3325 t:496250 epi:nan +opt_step:124032 lr:5.155e-05 clip_eps:0.1 entropy:0.5956 +2026-01-08 11:47:26 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2670.65 total_reward_ma:2529.49 loss:0.006962 fps:2389 +frame:7.95e+06 wall_t:3328 t:496875 epi:nan +opt_step:124192 lr:5.129e-05 clip_eps:0.1 entropy:0.5524 +2026-01-08 11:47:29 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2647.75 total_reward_ma:2532.17 loss:0.01048 fps:2389 +frame:7.96e+06 wall_t:3332 t:497500 epi:nan +opt_step:124352 lr:5.104e-05 clip_eps:0.1 entropy:0.5634 +2026-01-08 11:47:33 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2638.71 total_reward_ma:2534.33 loss:0.01765 fps:2389 +frame:7.97e+06 wall_t:3336 t:498125 epi:nan +opt_step:124512 lr:5.078e-05 clip_eps:0.1 entropy:0.5986 +2026-01-08 11:47:36 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2644.47 total_reward_ma:2536.27 loss:0.01269 fps:2390 +frame:7.98e+06 wall_t:3339 t:498750 epi:nan +opt_step:124672 lr:5.052e-05 clip_eps:0.1 entropy:0.6078 +2026-01-08 11:47:41 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2658.03 total_reward_ma:2538.01 loss:0.01177 fps:2390 +frame:7.99e+06 wall_t:3343 t:499375 epi:nan +opt_step:124832 lr:5.027e-05 clip_eps:0.1 entropy:0.5359 +2026-01-08 11:47:45 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2712.73 total_reward_ma:2540.72 loss:0.01996 fps:2390 +frame:8.00e+06 wall_t:3347 t:500000 epi:nan +opt_step:124992 lr:5.001e-05 clip_eps:0.1 entropy:0.5569 +2026-01-08 11:47:48 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2728.31 total_reward_ma:2543.21 loss:0.04183 fps:2390 +frame:8.01e+06 wall_t:3351 t:500625 epi:nan +opt_step:125152 lr:4.976e-05 clip_eps:0.1 entropy:0.5872 +2026-01-08 11:47:52 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2743.30 total_reward_ma:2545.63 loss:0.02088 fps:2390 +frame:8.02e+06 wall_t:3355 t:501250 epi:nan +opt_step:125312 lr:4.95e-05 clip_eps:0.1 entropy:0.568 +2026-01-08 11:47:55 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2732.52 total_reward_ma:2547.83 loss:0.0186 fps:2391 +frame:8.03e+06 wall_t:3358 t:501875 epi:nan +opt_step:125440 lr:4.93e-05 clip_eps:0.1 entropy:0.5578 +2026-01-08 11:47:59 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2762.73 total_reward_ma:2550.35 loss:0.01019 fps:2391 +frame:8.04e+06 wall_t:3362 t:502500 epi:nan +opt_step:125600 lr:4.904e-05 clip_eps:0.1 entropy:0.5645 +2026-01-08 11:48:02 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2772.57 total_reward_ma:2552.97 loss:0.01375 fps:2392 +frame:8.05e+06 wall_t:3365 t:503125 epi:nan +opt_step:125760 lr:4.878e-05 clip_eps:0.1 entropy:0.5758 +2026-01-08 11:48:06 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2754.74 total_reward_ma:2555.07 loss:0.02994 fps:2392 +frame:8.06e+06 wall_t:3369 t:503750 epi:nan +opt_step:125920 lr:4.853e-05 clip_eps:0.1 entropy:0.4912 +2026-01-08 11:48:09 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2772.05 total_reward_ma:2557.51 loss:0.003304 fps:2393 +frame:8.07e+06 wall_t:3372 t:504375 epi:nan +opt_step:126080 lr:4.827e-05 clip_eps:0.1 entropy:0.5265 +2026-01-08 11:48:13 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2785.73 total_reward_ma:2560.16 loss:0.01256 fps:2393 +frame:8.08e+06 wall_t:3376 t:505000 epi:nan +opt_step:126240 lr:4.802e-05 clip_eps:0.1 entropy:0.5309 +2026-01-08 11:48:16 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2782.32 total_reward_ma:2562.65 loss:0.04204 fps:2394 +frame:8.09e+06 wall_t:3379 t:505625 epi:nan +opt_step:126400 lr:4.776e-05 clip_eps:0.1 entropy:0.5583 +2026-01-08 11:48:20 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2774.34 total_reward_ma:2565.18 loss:0.02426 fps:2394 +frame:8.10e+06 wall_t:3383 t:506250 epi:nan +opt_step:126560 lr:4.75e-05 clip_eps:0.1 entropy:0.5489 +2026-01-08 11:48:23 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2781.54 total_reward_ma:2567.67 loss:0.0039 fps:2395 +frame:8.11e+06 wall_t:3386 t:506875 epi:nan +opt_step:126688 lr:4.73e-05 clip_eps:0.1 entropy:0.5473 +2026-01-08 11:48:26 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2776.50 total_reward_ma:2569.98 loss:0.03226 fps:2396 +frame:8.12e+06 wall_t:3389 t:507500 epi:nan +opt_step:126848 lr:4.704e-05 clip_eps:0.1 entropy:0.4688 +2026-01-08 11:48:30 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2779.08 total_reward_ma:2572.49 loss:0.0535 fps:2396 +frame:8.13e+06 wall_t:3393 t:508125 epi:nan +opt_step:127008 lr:4.679e-05 clip_eps:0.1 entropy:0.5647 +2026-01-08 11:48:34 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2760.25 total_reward_ma:2574.92 loss:0.004216 fps:2396 +frame:8.14e+06 wall_t:3397 t:508750 epi:nan +opt_step:127168 lr:4.653e-05 clip_eps:0.1 entropy:0.4672 +2026-01-08 11:48:38 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2758.37 total_reward_ma:2577.23 loss:0.007488 fps:2396 +frame:8.15e+06 wall_t:3401 t:509375 epi:nan +opt_step:127328 lr:4.628e-05 clip_eps:0.1 entropy:0.4992 +2026-01-08 11:48:42 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2766.56 total_reward_ma:2579.88 loss:0.01843 fps:2396 +frame:8.16e+06 wall_t:3405 t:510000 epi:nan +opt_step:127488 lr:4.602e-05 clip_eps:0.1 entropy:0.591 +2026-01-08 11:48:46 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2773.55 total_reward_ma:2582.79 loss:0.00345 fps:2397 +frame:8.17e+06 wall_t:3408 t:510625 epi:nan +opt_step:127648 lr:4.576e-05 clip_eps:0.1 entropy:0.5381 +2026-01-08 11:48:49 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2815.17 total_reward_ma:2586.13 loss:0.01482 fps:2397 +frame:8.18e+06 wall_t:3412 t:511250 epi:nan +opt_step:127808 lr:4.551e-05 clip_eps:0.1 entropy:0.5093 +2026-01-08 11:48:53 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2813.26 total_reward_ma:2589.13 loss:0.02629 fps:2398 +frame:8.19e+06 wall_t:3416 t:511875 epi:nan +opt_step:127968 lr:4.525e-05 clip_eps:0.1 entropy:0.5597 +2026-01-08 11:48:57 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2787.90 total_reward_ma:2592.13 loss:0.01862 fps:2398 +frame:8.20e+06 wall_t:3420 t:512500 epi:nan +opt_step:128096 lr:4.505e-05 clip_eps:0.1 entropy:0.6394 +2026-01-08 11:49:01 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2796.26 total_reward_ma:2595.42 loss:0.04851 fps:2398 +frame:8.21e+06 wall_t:3423 t:513125 epi:nan +opt_step:128256 lr:4.479e-05 clip_eps:0.1 entropy:0.6264 +2026-01-08 11:49:05 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2798.80 total_reward_ma:2598.61 loss:0.01207 fps:2398 +frame:8.22e+06 wall_t:3428 t:513750 epi:nan +opt_step:128416 lr:4.453e-05 clip_eps:0.1 entropy:0.5375 +2026-01-08 11:49:09 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2791.62 total_reward_ma:2601.74 loss:0.02088 fps:2398 +frame:8.23e+06 wall_t:3432 t:514375 epi:nan +opt_step:128576 lr:4.428e-05 clip_eps:0.1 entropy:0.5552 +2026-01-08 11:49:13 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2793.30 total_reward_ma:2604.88 loss:0.02774 fps:2398 +frame:8.24e+06 wall_t:3436 t:515000 epi:nan +opt_step:128736 lr:4.402e-05 clip_eps:0.1 entropy:0.5647 +2026-01-08 11:49:17 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2851.19 total_reward_ma:2608.30 loss:0.01301 fps:2398 +frame:8.25e+06 wall_t:3440 t:515625 epi:nan +opt_step:128896 lr:4.377e-05 clip_eps:0.1 entropy:0.5323 +2026-01-08 11:49:21 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2825.70 total_reward_ma:2611.65 loss:0.01307 fps:2398 +frame:8.26e+06 wall_t:3444 t:516250 epi:nan +opt_step:129056 lr:4.351e-05 clip_eps:0.1 entropy:0.5679 +2026-01-08 11:49:25 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2815.96 total_reward_ma:2614.66 loss:0.02761 fps:2398 +frame:8.27e+06 wall_t:3448 t:516875 epi:nan +opt_step:129216 lr:4.325e-05 clip_eps:0.1 entropy:0.5468 +2026-01-08 11:49:28 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2822.48 total_reward_ma:2617.70 loss:0.02565 fps:2399 +frame:8.28e+06 wall_t:3451 t:517500 epi:nan +opt_step:129344 lr:4.305e-05 clip_eps:0.1 entropy:0.6221 +2026-01-08 11:49:32 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2818.85 total_reward_ma:2620.94 loss:0.01784 fps:2399 +frame:8.29e+06 wall_t:3455 t:518125 epi:nan +opt_step:129504 lr:4.279e-05 clip_eps:0.1 entropy:0.5662 +2026-01-08 11:49:36 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2826.50 total_reward_ma:2624.05 loss:0.01046 fps:2400 +frame:8.30e+06 wall_t:3459 t:518750 epi:nan +opt_step:129664 lr:4.254e-05 clip_eps:0.1 entropy:0.5259 +2026-01-08 11:49:40 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2835.21 total_reward_ma:2627.02 loss:0.01502 fps:2400 +frame:8.31e+06 wall_t:3462 t:519375 epi:nan +opt_step:129824 lr:4.228e-05 clip_eps:0.1 entropy:0.5875 +2026-01-08 11:49:43 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2830.32 total_reward_ma:2630.19 loss:0.022 fps:2400 +frame:8.32e+06 wall_t:3466 t:520000 epi:nan +opt_step:129984 lr:4.203e-05 clip_eps:0.1 entropy:0.5346 +2026-01-08 11:49:47 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2846.29 total_reward_ma:2633.81 loss:0.01293 fps:2401 +frame:8.33e+06 wall_t:3469 t:520625 epi:nan +opt_step:130144 lr:4.177e-05 clip_eps:0.1 entropy:0.5643 +2026-01-08 11:49:50 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2874.13 total_reward_ma:2637.44 loss:0.02775 fps:2401 +frame:8.34e+06 wall_t:3473 t:521250 epi:nan +opt_step:130304 lr:4.151e-05 clip_eps:0.1 entropy:0.592 +2026-01-08 11:49:55 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2870.09 total_reward_ma:2641.10 loss:0.003287 fps:2401 +frame:8.35e+06 wall_t:3478 t:521875 epi:nan +opt_step:130464 lr:4.126e-05 clip_eps:0.1 entropy:0.4923 +2026-01-08 11:49:59 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2858.91 total_reward_ma:2644.59 loss:0.02417 fps:2401 +frame:8.36e+06 wall_t:3482 t:522500 epi:nan +opt_step:130624 lr:4.1e-05 clip_eps:0.1 entropy:0.4956 +2026-01-08 11:50:02 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2854.76 total_reward_ma:2647.85 loss:0.0224 fps:2402 +frame:8.37e+06 wall_t:3485 t:523125 epi:nan +opt_step:130752 lr:4.08e-05 clip_eps:0.1 entropy:0.529 +2026-01-08 11:50:06 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2846.45 total_reward_ma:2651.08 loss:0.01406 fps:2402 +frame:8.38e+06 wall_t:3489 t:523750 epi:nan +opt_step:130912 lr:4.054e-05 clip_eps:0.1 entropy:0.6163 +2026-01-08 11:50:09 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2849.30 total_reward_ma:2654.25 loss:0.01727 fps:2403 +frame:8.39e+06 wall_t:3492 t:524375 epi:nan +opt_step:131072 lr:4.028e-05 clip_eps:0.1 entropy:0.5497 +2026-01-08 11:50:13 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2881.00 total_reward_ma:2657.76 loss:0.02666 fps:2403 +frame:8.40e+06 wall_t:3496 t:525000 epi:nan +opt_step:131232 lr:4.003e-05 clip_eps:0.1 entropy:0.5584 +2026-01-08 11:50:17 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2900.25 total_reward_ma:2661.20 loss:0.0234 fps:2404 +frame:8.41e+06 wall_t:3499 t:525625 epi:nan +opt_step:131392 lr:3.977e-05 clip_eps:0.1 entropy:0.5475 +2026-01-08 11:50:20 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2910.10 total_reward_ma:2664.67 loss:0.01345 fps:2404 +frame:8.42e+06 wall_t:3503 t:526250 epi:nan +opt_step:131552 lr:3.952e-05 clip_eps:0.1 entropy:0.5603 +2026-01-08 11:50:23 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2881.43 total_reward_ma:2667.57 loss:0.03145 fps:2404 +frame:8.43e+06 wall_t:3506 t:526875 epi:nan +opt_step:131712 lr:3.926e-05 clip_eps:0.1 entropy:0.5636 +2026-01-08 11:50:27 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2868.16 total_reward_ma:2670.19 loss:0.002228 fps:2405 +frame:8.44e+06 wall_t:3510 t:527500 epi:nan +opt_step:131872 lr:3.9e-05 clip_eps:0.1 entropy:0.5016 +2026-01-08 11:50:31 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2903.15 total_reward_ma:2673.38 loss:0.0255 fps:2405 +frame:8.45e+06 wall_t:3514 t:528125 epi:nan +opt_step:132000 lr:3.88e-05 clip_eps:0.1 entropy:0.6058 +2026-01-08 11:50:35 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2904.82 total_reward_ma:2676.73 loss:0.0353 fps:2405 +frame:8.46e+06 wall_t:3517 t:528750 epi:nan +opt_step:132160 lr:3.854e-05 clip_eps:0.1 entropy:0.5065 +2026-01-08 11:50:39 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2845.28 total_reward_ma:2679.37 loss:0.02355 fps:2406 +frame:8.47e+06 wall_t:3521 t:529375 epi:nan +opt_step:132320 lr:3.829e-05 clip_eps:0.1 entropy:0.5788 +2026-01-08 11:50:42 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2875.23 total_reward_ma:2682.37 loss:0.004667 fps:2406 +frame:8.48e+06 wall_t:3525 t:530000 epi:nan +opt_step:132480 lr:3.803e-05 clip_eps:0.1 entropy:0.5376 +2026-01-08 11:50:46 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2903.25 total_reward_ma:2685.34 loss:0.03428 fps:2406 +frame:8.49e+06 wall_t:3529 t:530625 epi:nan +opt_step:132640 lr:3.778e-05 clip_eps:0.1 entropy:0.6041 +2026-01-08 11:50:49 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2929.01 total_reward_ma:2688.72 loss:0.0167 fps:2407 +frame:8.50e+06 wall_t:3532 t:531250 epi:nan +opt_step:132800 lr:3.752e-05 clip_eps:0.1 entropy:0.534 +2026-01-08 11:50:53 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2957.86 total_reward_ma:2692.68 loss:0.002721 fps:2407 +frame:8.51e+06 wall_t:3536 t:531875 epi:nan +opt_step:132960 lr:3.726e-05 clip_eps:0.1 entropy:0.5824 +2026-01-08 11:50:56 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2969.55 total_reward_ma:2696.61 loss:0.0141 fps:2407 +frame:8.52e+06 wall_t:3539 t:532500 epi:nan +opt_step:133120 lr:3.701e-05 clip_eps:0.1 entropy:0.5249 +2026-01-08 11:51:00 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2980.57 total_reward_ma:2700.68 loss:0.002677 fps:2408 +frame:8.53e+06 wall_t:3543 t:533125 epi:nan +opt_step:133280 lr:3.675e-05 clip_eps:0.1 entropy:0.5217 +2026-01-08 11:51:03 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2976.74 total_reward_ma:2704.37 loss:0.02671 fps:2408 +frame:8.54e+06 wall_t:3546 t:533750 epi:nan +opt_step:133408 lr:3.655e-05 clip_eps:0.1 entropy:0.6027 +2026-01-08 11:51:06 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2961.14 total_reward_ma:2707.63 loss:0.0185 fps:2409 +frame:8.55e+06 wall_t:3549 t:534375 epi:nan +opt_step:133568 lr:3.629e-05 clip_eps:0.1 entropy:0.5508 +2026-01-08 11:51:10 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2942.00 total_reward_ma:2710.55 loss:0.008757 fps:2409 +frame:8.56e+06 wall_t:3553 t:535000 epi:nan +opt_step:133728 lr:3.604e-05 clip_eps:0.1 entropy:0.5594 +2026-01-08 11:51:13 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2921.77 total_reward_ma:2713.75 loss:0.01349 fps:2410 +frame:8.57e+06 wall_t:3556 t:535625 epi:nan +opt_step:133888 lr:3.578e-05 clip_eps:0.1 entropy:0.5402 +2026-01-08 11:51:17 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2922.36 total_reward_ma:2717.12 loss:0.0261 fps:2410 +frame:8.58e+06 wall_t:3560 t:536250 epi:nan +opt_step:134048 lr:3.552e-05 clip_eps:0.1 entropy:0.525 +2026-01-08 11:51:21 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2939.94 total_reward_ma:2720.59 loss:0.01341 fps:2411 +frame:8.59e+06 wall_t:3563 t:536875 epi:nan +opt_step:134208 lr:3.527e-05 clip_eps:0.1 entropy:0.564 +2026-01-08 11:51:24 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2970.09 total_reward_ma:2724.52 loss:0.003885 fps:2411 +frame:8.60e+06 wall_t:3567 t:537500 epi:nan +opt_step:134368 lr:3.501e-05 clip_eps:0.1 entropy:0.5558 +2026-01-08 11:51:28 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2987.71 total_reward_ma:2729.15 loss:0.02198 fps:2412 +frame:8.61e+06 wall_t:3570 t:538125 epi:nan +opt_step:134528 lr:3.476e-05 clip_eps:0.1 entropy:0.6329 +2026-01-08 11:51:31 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2965.71 total_reward_ma:2733.72 loss:0.01327 fps:2412 +frame:8.62e+06 wall_t:3574 t:538750 epi:nan +opt_step:134656 lr:3.455e-05 clip_eps:0.1 entropy:0.5705 +2026-01-08 11:51:35 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2884.81 total_reward_ma:2737.54 loss:0.01997 fps:2412 +frame:8.63e+06 wall_t:3578 t:539375 epi:nan +opt_step:134816 lr:3.429e-05 clip_eps:0.1 entropy:0.6298 +2026-01-08 11:51:38 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2910.13 total_reward_ma:2741.55 loss:0.004156 fps:2413 +frame:8.64e+06 wall_t:3581 t:540000 epi:nan +opt_step:134976 lr:3.404e-05 clip_eps:0.1 entropy:0.5217 +2026-01-08 11:51:42 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2898.17 total_reward_ma:2745.25 loss:0.006874 fps:2413 +frame:8.65e+06 wall_t:3585 t:540625 epi:nan +opt_step:135136 lr:3.378e-05 clip_eps:0.1 entropy:0.5538 +2026-01-08 11:51:45 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2926.81 total_reward_ma:2749.17 loss:0.0159 fps:2414 +frame:8.66e+06 wall_t:3588 t:541250 epi:nan +opt_step:135296 lr:3.353e-05 clip_eps:0.1 entropy:0.5928 +2026-01-08 11:51:49 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2944.28 total_reward_ma:2753.34 loss:0.01113 fps:2414 +frame:8.67e+06 wall_t:3591 t:541875 epi:nan +opt_step:135456 lr:3.327e-05 clip_eps:0.1 entropy:0.5645 +2026-01-08 11:51:52 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2931.21 total_reward_ma:2757.58 loss:0.009592 fps:2414 +frame:8.68e+06 wall_t:3595 t:542500 epi:nan +opt_step:135616 lr:3.301e-05 clip_eps:0.1 entropy:0.561 +2026-01-08 11:51:56 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2917.30 total_reward_ma:2762.00 loss:0.02981 fps:2415 +frame:8.69e+06 wall_t:3599 t:543125 epi:nan +opt_step:135776 lr:3.276e-05 clip_eps:0.1 entropy:0.5432 +2026-01-08 11:52:00 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2911.07 total_reward_ma:2766.24 loss:0.02914 fps:2415 +frame:8.70e+06 wall_t:3602 t:543750 epi:nan +opt_step:135936 lr:3.25e-05 clip_eps:0.1 entropy:0.5934 +2026-01-08 11:52:03 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2891.90 total_reward_ma:2770.23 loss:0.02903 fps:2416 +frame:8.71e+06 wall_t:3605 t:544375 epi:nan +opt_step:136064 lr:3.23e-05 clip_eps:0.1 entropy:0.5762 +2026-01-08 11:52:06 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2865.52 total_reward_ma:2773.94 loss:0.02139 fps:2416 +frame:8.72e+06 wall_t:3609 t:545000 epi:nan +opt_step:136224 lr:3.204e-05 clip_eps:0.1 entropy:0.5061 +2026-01-08 11:52:10 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2857.89 total_reward_ma:2777.66 loss:0.005509 fps:2416 +frame:8.73e+06 wall_t:3613 t:545625 epi:nan +opt_step:136384 lr:3.179e-05 clip_eps:0.1 entropy:0.5673 +2026-01-08 11:52:14 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2892.93 total_reward_ma:2782.05 loss:0.01153 fps:2416 +frame:8.74e+06 wall_t:3617 t:546250 epi:nan +opt_step:136544 lr:3.153e-05 clip_eps:0.1 entropy:0.549 +2026-01-08 11:52:18 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2884.43 total_reward_ma:2786.42 loss:0.01628 fps:2416 +frame:8.75e+06 wall_t:3621 t:546875 epi:nan +opt_step:136704 lr:3.127e-05 clip_eps:0.1 entropy:0.5095 +2026-01-08 11:52:22 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2910.49 total_reward_ma:2790.81 loss:0.01777 fps:2417 +frame:8.76e+06 wall_t:3624 t:547500 epi:nan +opt_step:136864 lr:3.102e-05 clip_eps:0.1 entropy:0.4911 +2026-01-08 11:52:25 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2939.56 total_reward_ma:2795.05 loss:-0.00156 fps:2417 +frame:8.77e+06 wall_t:3628 t:548125 epi:nan +opt_step:137024 lr:3.076e-05 clip_eps:0.1 entropy:0.5661 +2026-01-08 11:52:29 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2903.55 total_reward_ma:2799.13 loss:0.03456 fps:2417 +frame:8.78e+06 wall_t:3632 t:548750 epi:nan +opt_step:137184 lr:3.051e-05 clip_eps:0.1 entropy:0.5887 +2026-01-08 11:52:33 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2923.89 total_reward_ma:2803.12 loss:0.01724 fps:2418 +frame:8.79e+06 wall_t:3635 t:549375 epi:nan +opt_step:137312 lr:3.03e-05 clip_eps:0.1 entropy:0.5219 +2026-01-08 11:52:37 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2907.84 total_reward_ma:2806.96 loss:0.01399 fps:2418 +frame:8.80e+06 wall_t:3639 t:550000 epi:nan +opt_step:137472 lr:3.004e-05 clip_eps:0.1 entropy:0.5753 +2026-01-08 11:52:40 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2914.07 total_reward_ma:2810.50 loss:0.02489 fps:2418 +frame:8.81e+06 wall_t:3643 t:550625 epi:nan +opt_step:137632 lr:2.979e-05 clip_eps:0.1 entropy:0.5185 +2026-01-08 11:52:44 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2935.08 total_reward_ma:2814.35 loss:0.02279 fps:2418 +frame:8.82e+06 wall_t:3647 t:551250 epi:nan +opt_step:137792 lr:2.953e-05 clip_eps:0.1 entropy:0.5592 +2026-01-08 11:52:47 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2928.95 total_reward_ma:2818.27 loss:0.01358 fps:2419 +frame:8.83e+06 wall_t:3650 t:551875 epi:nan +opt_step:137952 lr:2.928e-05 clip_eps:0.1 entropy:0.5403 +2026-01-08 11:52:51 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2936.12 total_reward_ma:2822.22 loss:0.01617 fps:2419 +frame:8.84e+06 wall_t:3654 t:552500 epi:nan +opt_step:138112 lr:2.902e-05 clip_eps:0.1 entropy:0.5837 +2026-01-08 11:52:54 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2941.04 total_reward_ma:2826.28 loss:0.007127 fps:2420 +frame:8.85e+06 wall_t:3657 t:553125 epi:nan +opt_step:138272 lr:2.876e-05 clip_eps:0.1 entropy:0.5297 +2026-01-08 11:52:58 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2983.87 total_reward_ma:2830.89 loss:0.02323 fps:2421 +frame:8.86e+06 wall_t:3660 t:553750 epi:nan +opt_step:138432 lr:2.851e-05 clip_eps:0.1 entropy:0.5457 +2026-01-08 11:53:01 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2987.10 total_reward_ma:2835.58 loss:0.02955 fps:2421 +frame:8.87e+06 wall_t:3664 t:554375 epi:nan +opt_step:138592 lr:2.825e-05 clip_eps:0.1 entropy:0.5137 +2026-01-08 11:53:04 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2973.64 total_reward_ma:2839.81 loss:0.03134 fps:2422 +frame:8.88e+06 wall_t:3667 t:555000 epi:nan +opt_step:138720 lr:2.805e-05 clip_eps:0.1 entropy:0.5963 +2026-01-08 11:53:08 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2995.74 total_reward_ma:2844.18 loss:0.008496 fps:2422 +frame:8.89e+06 wall_t:3671 t:555625 epi:nan +opt_step:138880 lr:2.779e-05 clip_eps:0.1 entropy:0.5671 +2026-01-08 11:53:12 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2992.92 total_reward_ma:2848.33 loss:0.01567 fps:2422 +frame:8.90e+06 wall_t:3675 t:556250 epi:nan +opt_step:139040 lr:2.754e-05 clip_eps:0.1 entropy:0.5521 +2026-01-08 11:53:15 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2973.55 total_reward_ma:2852.35 loss:0.0345 fps:2423 +frame:8.91e+06 wall_t:3678 t:556875 epi:nan +opt_step:139200 lr:2.728e-05 clip_eps:0.1 entropy:0.5732 +2026-01-08 11:53:19 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2998.55 total_reward_ma:2856.37 loss:0.02405 fps:2423 +frame:8.92e+06 wall_t:3682 t:557500 epi:nan +opt_step:139360 lr:2.702e-05 clip_eps:0.1 entropy:0.5281 +2026-01-08 11:53:22 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3002.41 total_reward_ma:2860.05 loss:0.01786 fps:2423 +frame:8.93e+06 wall_t:3685 t:558125 epi:nan +opt_step:139520 lr:2.677e-05 clip_eps:0.1 entropy:0.6343 +2026-01-08 11:53:26 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3019.38 total_reward_ma:2863.81 loss:0.01667 fps:2423 +frame:8.94e+06 wall_t:3689 t:558750 epi:nan +opt_step:139680 lr:2.651e-05 clip_eps:0.1 entropy:0.5895 +2026-01-08 11:53:29 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3015.32 total_reward_ma:2867.25 loss:0.01414 fps:2424 +frame:8.95e+06 wall_t:3692 t:559375 epi:nan +opt_step:139840 lr:2.626e-05 clip_eps:0.1 entropy:0.5792 +2026-01-08 11:53:33 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2960.77 total_reward_ma:2870.38 loss:0.01012 fps:2424 +frame:8.96e+06 wall_t:3696 t:560000 epi:nan +opt_step:140000 lr:2.6e-05 clip_eps:0.1 entropy:0.509 +2026-01-08 11:53:36 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2947.22 total_reward_ma:2873.47 loss:0.01376 fps:2425 +frame:8.97e+06 wall_t:3699 t:560625 epi:nan +opt_step:140128 lr:2.58e-05 clip_eps:0.1 entropy:0.562 +2026-01-08 11:53:40 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2946.51 total_reward_ma:2876.49 loss:0.01813 fps:2426 +frame:8.98e+06 wall_t:3702 t:561250 epi:nan +opt_step:140288 lr:2.554e-05 clip_eps:0.1 entropy:0.5931 +2026-01-08 11:53:43 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3000.89 total_reward_ma:2879.92 loss:0.01918 fps:2426 +frame:8.99e+06 wall_t:3706 t:561875 epi:nan +opt_step:140448 lr:2.528e-05 clip_eps:0.1 entropy:0.4543 +2026-01-08 11:53:46 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3033.09 total_reward_ma:2883.12 loss:0.009253 fps:2427 +frame:9.00e+06 wall_t:3709 t:562500 epi:nan +opt_step:140608 lr:2.503e-05 clip_eps:0.1 entropy:0.5629 +2026-01-08 11:53:50 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3033.50 total_reward_ma:2886.17 loss:0.01626 fps:2427 +frame:9.01e+06 wall_t:3713 t:563125 epi:nan +opt_step:140768 lr:2.477e-05 clip_eps:0.1 entropy:0.5516 +2026-01-08 11:53:53 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3054.46 total_reward_ma:2889.28 loss:0.03352 fps:2427 +frame:9.02e+06 wall_t:3716 t:563750 epi:nan +opt_step:140928 lr:2.452e-05 clip_eps:0.1 entropy:0.4921 +2026-01-08 11:53:57 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3055.98 total_reward_ma:2892.52 loss:0.02463 fps:2428 +frame:9.03e+06 wall_t:3719 t:564375 epi:nan +opt_step:141088 lr:2.426e-05 clip_eps:0.1 entropy:0.5423 +2026-01-08 11:54:00 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3074.54 total_reward_ma:2895.64 loss:0.007078 fps:2428 +frame:9.04e+06 wall_t:3723 t:565000 epi:nan +opt_step:141248 lr:2.4e-05 clip_eps:0.1 entropy:0.5802 +2026-01-08 11:54:03 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3089.65 total_reward_ma:2898.81 loss:0.002978 fps:2429 +frame:9.05e+06 wall_t:3726 t:565625 epi:nan +opt_step:141376 lr:2.38e-05 clip_eps:0.1 entropy:0.5381 +2026-01-08 11:54:08 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3060.95 total_reward_ma:2901.87 loss:0.005507 fps:2429 +frame:9.06e+06 wall_t:3730 t:566250 epi:nan +opt_step:141536 lr:2.354e-05 clip_eps:0.1 entropy:0.5615 +2026-01-08 11:54:11 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3047.85 total_reward_ma:2904.63 loss:0.01106 fps:2429 +frame:9.07e+06 wall_t:3734 t:566875 epi:nan +opt_step:141696 lr:2.329e-05 clip_eps:0.1 entropy:0.5488 +2026-01-08 11:54:15 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3045.47 total_reward_ma:2907.22 loss:0.007628 fps:2429 +frame:9.08e+06 wall_t:3738 t:567500 epi:nan +opt_step:141856 lr:2.303e-05 clip_eps:0.1 entropy:0.5424 +2026-01-08 11:54:19 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3077.92 total_reward_ma:2910.18 loss:0.02071 fps:2430 +frame:9.09e+06 wall_t:3741 t:568125 epi:nan +opt_step:142016 lr:2.277e-05 clip_eps:0.1 entropy:0.5454 +2026-01-08 11:54:22 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3058.54 total_reward_ma:2913.02 loss:0.04112 fps:2430 +frame:9.10e+06 wall_t:3745 t:568750 epi:nan +opt_step:142176 lr:2.252e-05 clip_eps:0.1 entropy:0.5534 +2026-01-08 11:54:26 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3017.49 total_reward_ma:2915.38 loss:0.01428 fps:2431 +frame:9.11e+06 wall_t:3748 t:569375 epi:nan +opt_step:142336 lr:2.226e-05 clip_eps:0.1 entropy:0.5453 +2026-01-08 11:54:29 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3024.02 total_reward_ma:2917.86 loss:0.01346 fps:2431 +frame:9.12e+06 wall_t:3752 t:570000 epi:nan +opt_step:142496 lr:2.201e-05 clip_eps:0.1 entropy:0.5309 +2026-01-08 11:54:33 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3022.44 total_reward_ma:2920.29 loss:0.03554 fps:2431 +frame:9.13e+06 wall_t:3756 t:570625 epi:nan +opt_step:142656 lr:2.175e-05 clip_eps:0.1 entropy:0.5564 +2026-01-08 11:54:37 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3015.65 total_reward_ma:2922.85 loss:0.01035 fps:2431 +frame:9.14e+06 wall_t:3759 t:571250 epi:nan +opt_step:142784 lr:2.155e-05 clip_eps:0.1 entropy:0.5297 +2026-01-08 11:54:41 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3021.00 total_reward_ma:2925.47 loss:0.01534 fps:2432 +frame:9.15e+06 wall_t:3763 t:571875 epi:nan +opt_step:142944 lr:2.129e-05 clip_eps:0.1 entropy:0.5255 +2026-01-08 11:54:44 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3006.09 total_reward_ma:2927.87 loss:0.01106 fps:2432 +frame:9.16e+06 wall_t:3767 t:572500 epi:nan +opt_step:143104 lr:2.103e-05 clip_eps:0.1 entropy:0.5537 +2026-01-08 11:54:47 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2966.69 total_reward_ma:2929.80 loss:0.01079 fps:2432 +frame:9.17e+06 wall_t:3770 t:573125 epi:nan +opt_step:143264 lr:2.078e-05 clip_eps:0.1 entropy:0.5003 +2026-01-08 11:54:51 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2985.25 total_reward_ma:2931.50 loss:0.01936 fps:2432 +frame:9.18e+06 wall_t:3774 t:573750 epi:nan +opt_step:143424 lr:2.052e-05 clip_eps:0.1 entropy:0.5891 +2026-01-08 11:54:55 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3039.42 total_reward_ma:2933.76 loss:0.02138 fps:2433 +frame:9.19e+06 wall_t:3777 t:574375 epi:nan +opt_step:143584 lr:2.027e-05 clip_eps:0.1 entropy:0.5157 +2026-01-08 11:54:59 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3043.00 total_reward_ma:2936.31 loss:0.03303 fps:2433 +frame:9.20e+06 wall_t:3781 t:575000 epi:nan +opt_step:143744 lr:2.001e-05 clip_eps:0.1 entropy:0.5667 +2026-01-08 11:55:02 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3025.15 total_reward_ma:2938.60 loss:0.006746 fps:2433 +frame:9.21e+06 wall_t:3785 t:575625 epi:nan +opt_step:143904 lr:1.975e-05 clip_eps:0.1 entropy:0.4601 +2026-01-08 11:55:06 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2986.41 total_reward_ma:2940.48 loss:0.004518 fps:2434 +frame:9.22e+06 wall_t:3788 t:576250 epi:nan +opt_step:144032 lr:1.955e-05 clip_eps:0.1 entropy:0.4797 +2026-01-08 11:55:10 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2960.08 total_reward_ma:2942.16 loss:0.01528 fps:2433 +frame:9.23e+06 wall_t:3793 t:576875 epi:nan +opt_step:144192 lr:1.929e-05 clip_eps:0.1 entropy:0.5041 +2026-01-08 11:55:14 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2979.18 total_reward_ma:2944.02 loss:0.01531 fps:2434 +frame:9.24e+06 wall_t:3797 t:577500 epi:nan +opt_step:144352 lr:1.904e-05 clip_eps:0.1 entropy:0.5369 +2026-01-08 11:55:18 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2998.50 total_reward_ma:2945.49 loss:0.01799 fps:2434 +frame:9.25e+06 wall_t:3801 t:578125 epi:nan +opt_step:144512 lr:1.878e-05 clip_eps:0.1 entropy:0.5038 +2026-01-08 11:55:21 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3034.21 total_reward_ma:2947.58 loss:0.03579 fps:2434 +frame:9.26e+06 wall_t:3804 t:578750 epi:nan +opt_step:144672 lr:1.852e-05 clip_eps:0.1 entropy:0.5185 +2026-01-08 11:55:25 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3034.63 total_reward_ma:2949.77 loss:0.01357 fps:2435 +frame:9.27e+06 wall_t:3807 t:579375 epi:nan +opt_step:144832 lr:1.827e-05 clip_eps:0.1 entropy:0.5572 +2026-01-08 11:55:28 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2961.72 total_reward_ma:2951.16 loss:0.02902 fps:2435 +frame:9.28e+06 wall_t:3811 t:580000 epi:nan +opt_step:144992 lr:1.801e-05 clip_eps:0.1 entropy:0.4918 +2026-01-08 11:55:32 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2991.14 total_reward_ma:2952.88 loss:0.02744 fps:2436 +frame:9.29e+06 wall_t:3814 t:580625 epi:nan +opt_step:145152 lr:1.776e-05 clip_eps:0.1 entropy:0.5133 +2026-01-08 11:55:35 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2968.95 total_reward_ma:2954.30 loss:0.02091 fps:2436 +frame:9.30e+06 wall_t:3818 t:581250 epi:nan +opt_step:145312 lr:1.75e-05 clip_eps:0.1 entropy:0.5013 +2026-01-08 11:55:38 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2950.15 total_reward_ma:2955.45 loss:0.03005 fps:2437 +frame:9.31e+06 wall_t:3821 t:581875 epi:nan +opt_step:145440 lr:1.73e-05 clip_eps:0.1 entropy:0.5285 +2026-01-08 11:55:42 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2937.59 total_reward_ma:2956.53 loss:0.01785 fps:2437 +frame:9.32e+06 wall_t:3825 t:582500 epi:nan +opt_step:145600 lr:1.704e-05 clip_eps:0.1 entropy:0.5643 +2026-01-08 11:55:46 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2969.39 total_reward_ma:2957.76 loss:0.0277 fps:2437 +frame:9.33e+06 wall_t:3829 t:583125 epi:nan +opt_step:145760 lr:1.678e-05 clip_eps:0.1 entropy:0.5811 +2026-01-08 11:55:49 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2991.58 total_reward_ma:2958.93 loss:0.02054 fps:2437 +frame:9.34e+06 wall_t:3832 t:583750 epi:nan +opt_step:145920 lr:1.653e-05 clip_eps:0.1 entropy:0.5076 +2026-01-08 11:55:53 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2987.90 total_reward_ma:2960.11 loss:0.009638 fps:2437 +frame:9.35e+06 wall_t:3836 t:584375 epi:nan +opt_step:146080 lr:1.627e-05 clip_eps:0.1 entropy:0.5578 +2026-01-08 11:55:57 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2985.83 total_reward_ma:2961.38 loss:0.01238 fps:2438 +frame:9.36e+06 wall_t:3840 t:585000 epi:nan +opt_step:146240 lr:1.602e-05 clip_eps:0.1 entropy:0.5226 +2026-01-08 11:56:00 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3013.67 total_reward_ma:2962.97 loss:0.01755 fps:2438 +frame:9.37e+06 wall_t:3843 t:585625 epi:nan +opt_step:146400 lr:1.576e-05 clip_eps:0.1 entropy:0.4938 +2026-01-08 11:56:04 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3002.47 total_reward_ma:2964.53 loss:0.01993 fps:2438 +frame:9.38e+06 wall_t:3847 t:586250 epi:nan +opt_step:146560 lr:1.55e-05 clip_eps:0.1 entropy:0.552 +2026-01-08 11:56:07 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3016.92 total_reward_ma:2966.21 loss:0.001952 fps:2439 +frame:9.39e+06 wall_t:3850 t:586875 epi:nan +opt_step:146688 lr:1.53e-05 clip_eps:0.1 entropy:0.4962 +2026-01-08 11:56:11 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3085.94 total_reward_ma:2968.25 loss:0.01685 fps:2439 +frame:9.40e+06 wall_t:3854 t:587500 epi:nan +opt_step:146848 lr:1.504e-05 clip_eps:0.1 entropy:0.5164 +2026-01-08 11:56:15 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3086.89 total_reward_ma:2970.12 loss:0.02973 fps:2439 +frame:9.41e+06 wall_t:3858 t:588125 epi:nan +opt_step:147008 lr:1.479e-05 clip_eps:0.1 entropy:0.565 +2026-01-08 11:56:19 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3051.44 total_reward_ma:2971.53 loss:0.01522 fps:2439 +frame:9.42e+06 wall_t:3862 t:588750 epi:nan +opt_step:147168 lr:1.453e-05 clip_eps:0.1 entropy:0.4921 +2026-01-08 11:56:23 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3002.69 total_reward_ma:2972.75 loss:0.0318 fps:2439 +frame:9.43e+06 wall_t:3866 t:589375 epi:nan +opt_step:147328 lr:1.428e-05 clip_eps:0.1 entropy:0.5061 +2026-01-08 11:56:27 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3009.66 total_reward_ma:2974.16 loss:0.01378 fps:2439 +frame:9.44e+06 wall_t:3870 t:590000 epi:nan +opt_step:147488 lr:1.402e-05 clip_eps:0.1 entropy:0.565 +2026-01-08 11:56:31 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3051.27 total_reward_ma:2975.64 loss:0.02107 fps:2439 +frame:9.45e+06 wall_t:3874 t:590625 epi:nan +opt_step:147648 lr:1.376e-05 clip_eps:0.1 entropy:0.4951 +2026-01-08 11:56:35 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3023.25 total_reward_ma:2976.83 loss:0.02174 fps:2440 +frame:9.46e+06 wall_t:3877 t:591250 epi:nan +opt_step:147808 lr:1.351e-05 clip_eps:0.1 entropy:0.6368 +2026-01-08 11:56:38 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2981.25 total_reward_ma:2978.19 loss:0.02577 fps:2440 +frame:9.47e+06 wall_t:3881 t:591875 epi:nan +opt_step:147968 lr:1.325e-05 clip_eps:0.1 entropy:0.4969 +2026-01-08 11:56:41 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2953.25 total_reward_ma:2978.97 loss:0.02982 fps:2441 +frame:9.48e+06 wall_t:3884 t:592500 epi:nan +opt_step:148096 lr:1.305e-05 clip_eps:0.1 entropy:0.5906 +2026-01-08 11:56:45 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2992.91 total_reward_ma:2979.86 loss:0.02124 fps:2441 +frame:9.49e+06 wall_t:3887 t:593125 epi:nan +opt_step:148256 lr:1.279e-05 clip_eps:0.1 entropy:0.5198 +2026-01-08 11:56:49 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2999.08 total_reward_ma:2980.56 loss:0.02027 fps:2441 +frame:9.50e+06 wall_t:3892 t:593750 epi:nan +opt_step:148416 lr:1.253e-05 clip_eps:0.1 entropy:0.4597 +2026-01-08 11:56:53 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2986.07 total_reward_ma:2980.85 loss:0.02889 fps:2441 +frame:9.51e+06 wall_t:3896 t:594375 epi:nan +opt_step:148576 lr:1.228e-05 clip_eps:0.1 entropy:0.536 +2026-01-08 11:56:57 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:2973.37 total_reward_ma:2980.89 loss:0.02202 fps:2441 +frame:9.52e+06 wall_t:3900 t:595000 epi:nan +opt_step:148736 lr:1.202e-05 clip_eps:0.1 entropy:0.5562 +2026-01-08 11:57:01 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3036.59 total_reward_ma:2981.45 loss:0.006003 fps:2441 +frame:9.53e+06 wall_t:3904 t:595625 epi:nan +opt_step:148896 lr:1.177e-05 clip_eps:0.1 entropy:0.4986 +2026-01-08 11:57:04 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3072.95 total_reward_ma:2982.41 loss:0.02051 fps:2442 +frame:9.54e+06 wall_t:3907 t:596250 epi:nan +opt_step:149056 lr:1.151e-05 clip_eps:0.1 entropy:0.4707 +2026-01-08 11:57:08 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3094.71 total_reward_ma:2983.74 loss:0.01047 fps:2442 +frame:9.55e+06 wall_t:3911 t:596875 epi:nan +opt_step:149216 lr:1.125e-05 clip_eps:0.1 entropy:0.5425 +2026-01-08 11:57:11 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3055.10 total_reward_ma:2984.87 loss:0.02138 fps:2443 +frame:9.56e+06 wall_t:3914 t:597500 epi:nan +opt_step:149344 lr:1.105e-05 clip_eps:0.1 entropy:0.5397 +2026-01-08 11:57:15 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3041.69 total_reward_ma:2986.07 loss:0.01355 fps:2443 +frame:9.57e+06 wall_t:3917 t:598125 epi:nan +opt_step:149504 lr:1.079e-05 clip_eps:0.1 entropy:0.567 +2026-01-08 11:57:18 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3024.09 total_reward_ma:2987.09 loss:0.02335 fps:2443 +frame:9.58e+06 wall_t:3921 t:598750 epi:nan +opt_step:149664 lr:1.054e-05 clip_eps:0.1 entropy:0.5538 +2026-01-08 11:57:21 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3056.59 total_reward_ma:2988.26 loss:0.02687 fps:2444 +frame:9.59e+06 wall_t:3924 t:599375 epi:nan +opt_step:149824 lr:1.028e-05 clip_eps:0.1 entropy:0.5162 +2026-01-08 11:57:25 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3073.93 total_reward_ma:2989.30 loss:0.0249 fps:2444 +frame:9.60e+06 wall_t:3928 t:600000 epi:nan +opt_step:149984 lr:1.003e-05 clip_eps:0.1 entropy:0.5833 +2026-01-08 11:57:29 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3109.83 total_reward_ma:2990.52 loss:0.02482 fps:2444 +frame:9.61e+06 wall_t:3932 t:600625 epi:nan +opt_step:150144 lr:9.77e-06 clip_eps:0.1 entropy:0.5213 +2026-01-08 11:57:33 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3101.03 total_reward_ma:2991.87 loss:0.03294 fps:2445 +frame:9.62e+06 wall_t:3935 t:601250 epi:nan +opt_step:150304 lr:9.514e-06 clip_eps:0.1 entropy:0.4812 +2026-01-08 11:57:37 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3126.22 total_reward_ma:2994.28 loss:0.01751 fps:2445 +frame:9.63e+06 wall_t:3939 t:601875 epi:nan +opt_step:150464 lr:9.258e-06 clip_eps:0.1 entropy:0.499 +2026-01-08 11:57:40 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3147.62 total_reward_ma:2996.66 loss:0.04187 fps:2445 +frame:9.64e+06 wall_t:3943 t:602500 epi:nan +opt_step:150624 lr:9.002e-06 clip_eps:0.1 entropy:0.5091 +2026-01-08 11:57:43 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3202.54 total_reward_ma:2999.70 loss:0.02274 fps:2446 +frame:9.65e+06 wall_t:3946 t:603125 epi:nan +opt_step:150752 lr:8.797e-06 clip_eps:0.1 entropy:0.4834 +2026-01-08 11:57:48 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3207.36 total_reward_ma:3002.51 loss:0.02617 fps:2446 +frame:9.66e+06 wall_t:3950 t:603750 epi:nan +opt_step:150912 lr:8.541e-06 clip_eps:0.1 entropy:0.5201 +2026-01-08 11:57:52 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3236.43 total_reward_ma:3005.43 loss:0.02564 fps:2446 +frame:9.67e+06 wall_t:3954 t:604375 epi:nan +opt_step:151072 lr:8.285e-06 clip_eps:0.1 entropy:0.4294 +2026-01-08 11:57:56 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3248.66 total_reward_ma:3008.60 loss:0.01132 fps:2446 +frame:9.68e+06 wall_t:3958 t:605000 epi:nan +opt_step:151232 lr:8.029e-06 clip_eps:0.1 entropy:0.5034 +2026-01-08 11:57:59 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3226.83 total_reward_ma:3011.70 loss:0.02574 fps:2446 +frame:9.69e+06 wall_t:3962 t:605625 epi:nan +opt_step:151392 lr:7.773e-06 clip_eps:0.1 entropy:0.5288 +2026-01-08 11:58:03 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3244.66 total_reward_ma:3015.04 loss:0.03267 fps:2446 +frame:9.70e+06 wall_t:3966 t:606250 epi:nan +opt_step:151552 lr:7.517e-06 clip_eps:0.1 entropy:0.5342 +2026-01-08 11:58:06 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3243.10 total_reward_ma:3018.55 loss:0.01366 fps:2446 +frame:9.71e+06 wall_t:3969 t:606875 epi:nan +opt_step:151712 lr:7.261e-06 clip_eps:0.1 entropy:0.5435 +2026-01-08 11:58:10 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3266.10 total_reward_ma:3022.55 loss:0.01919 fps:2447 +frame:9.72e+06 wall_t:3973 t:607500 epi:nan +opt_step:151872 lr:7.005e-06 clip_eps:0.1 entropy:0.5339 +2026-01-08 11:58:13 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3321.35 total_reward_ma:3027.19 loss:0.01816 fps:2447 +frame:9.73e+06 wall_t:3976 t:608125 epi:nan +opt_step:152000 lr:6.8e-06 clip_eps:0.1 entropy:0.4484 +2026-01-08 11:58:16 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3327.61 total_reward_ma:3031.53 loss:0.02486 fps:2448 +frame:9.74e+06 wall_t:3979 t:608750 epi:nan +opt_step:152160 lr:6.544e-06 clip_eps:0.1 entropy:0.5568 +2026-01-08 11:58:20 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3348.04 total_reward_ma:3036.17 loss:0.02455 fps:2449 +frame:9.75e+06 wall_t:3982 t:609375 epi:nan +opt_step:152320 lr:6.288e-06 clip_eps:0.1 entropy:0.5684 +2026-01-08 11:58:23 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3386.91 total_reward_ma:3040.93 loss:0.02265 fps:2449 +frame:9.76e+06 wall_t:3986 t:610000 epi:nan +opt_step:152480 lr:6.032e-06 clip_eps:0.1 entropy:0.5092 +2026-01-08 11:58:27 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3412.14 total_reward_ma:3045.66 loss:0.01128 fps:2449 +frame:9.77e+06 wall_t:3990 t:610625 epi:nan +opt_step:152640 lr:5.776e-06 clip_eps:0.1 entropy:0.4888 +2026-01-08 11:58:31 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3401.07 total_reward_ma:3050.64 loss:0.02666 fps:2449 +frame:9.78e+06 wall_t:3994 t:611250 epi:nan +opt_step:152800 lr:5.52e-06 clip_eps:0.1 entropy:0.5302 +2026-01-08 11:58:34 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3371.83 total_reward_ma:3055.11 loss:0.02498 fps:2449 +frame:9.79e+06 wall_t:3997 t:611875 epi:nan +opt_step:152960 lr:5.264e-06 clip_eps:0.1 entropy:0.5397 +2026-01-08 11:58:38 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3399.23 total_reward_ma:3060.03 loss:0.01661 fps:2449 +frame:9.80e+06 wall_t:4001 t:612500 epi:nan +opt_step:153120 lr:5.008e-06 clip_eps:0.1 entropy:0.5596 +2026-01-08 11:58:41 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3412.37 total_reward_ma:3065.01 loss:0.01692 fps:2450 +frame:9.81e+06 wall_t:4004 t:613125 epi:nan +opt_step:153280 lr:4.752e-06 clip_eps:0.1 entropy:0.5204 +2026-01-08 11:58:45 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3422.30 total_reward_ma:3069.88 loss:0.04123 fps:2451 +frame:9.82e+06 wall_t:4007 t:613750 epi:nan +opt_step:153408 lr:4.547e-06 clip_eps:0.1 entropy:0.5049 +2026-01-08 11:58:48 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3449.97 total_reward_ma:3075.09 loss:0.04184 fps:2451 +frame:9.83e+06 wall_t:4011 t:614375 epi:nan +opt_step:153568 lr:4.291e-06 clip_eps:0.1 entropy:0.4951 +2026-01-08 11:58:52 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3461.04 total_reward_ma:3080.34 loss:0.01668 fps:2451 +frame:9.84e+06 wall_t:4015 t:615000 epi:nan +opt_step:153728 lr:4.035e-06 clip_eps:0.1 entropy:0.472 +2026-01-08 11:58:56 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3414.17 total_reward_ma:3085.07 loss:0.01513 fps:2451 +frame:9.85e+06 wall_t:4019 t:615625 epi:nan +opt_step:153888 lr:3.779e-06 clip_eps:0.1 entropy:0.4764 +2026-01-08 11:59:00 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3381.54 total_reward_ma:3089.05 loss:0.04331 fps:2452 +frame:9.86e+06 wall_t:4022 t:616250 epi:nan +opt_step:154048 lr:3.523e-06 clip_eps:0.1 entropy:0.466 +2026-01-08 11:59:03 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3349.68 total_reward_ma:3092.68 loss:0.01847 fps:2452 +frame:9.87e+06 wall_t:4026 t:616875 epi:nan +opt_step:154208 lr:3.267e-06 clip_eps:0.1 entropy:0.5014 +2026-01-08 11:59:07 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3324.50 total_reward_ma:3096.19 loss:0.04661 fps:2452 +frame:9.88e+06 wall_t:4030 t:617500 epi:nan +opt_step:154368 lr:3.011e-06 clip_eps:0.1 entropy:0.5157 +2026-01-08 11:59:10 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3274.60 total_reward_ma:3098.97 loss:0.0233 fps:2452 +frame:9.89e+06 wall_t:4033 t:618125 epi:nan +opt_step:154528 lr:2.755e-06 clip_eps:0.1 entropy:0.4902 +2026-01-08 11:59:13 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3229.63 total_reward_ma:3101.34 loss:0.03924 fps:2453 +frame:9.90e+06 wall_t:4036 t:618750 epi:nan +opt_step:154656 lr:2.55e-06 clip_eps:0.1 entropy:0.475 +2026-01-08 11:59:17 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3210.20 total_reward_ma:3103.71 loss:0.0392 fps:2454 +frame:9.91e+06 wall_t:4039 t:619375 epi:nan +opt_step:154816 lr:2.294e-06 clip_eps:0.1 entropy:0.5086 +2026-01-08 11:59:20 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3206.15 total_reward_ma:3105.78 loss:0.01582 fps:2454 +frame:9.92e+06 wall_t:4043 t:620000 epi:nan +opt_step:154976 lr:2.038e-06 clip_eps:0.1 entropy:0.4452 +2026-01-08 11:59:23 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3229.22 total_reward_ma:3108.05 loss:0.02523 fps:2454 +frame:9.93e+06 wall_t:4046 t:620625 epi:nan +opt_step:155136 lr:1.782e-06 clip_eps:0.1 entropy:0.4748 +2026-01-08 11:59:27 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3221.90 total_reward_ma:3110.08 loss:0.03181 fps:2454 +frame:9.94e+06 wall_t:4050 t:621250 epi:nan +opt_step:155296 lr:1.526e-06 clip_eps:0.1 entropy:0.4913 +2026-01-08 11:59:31 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3183.50 total_reward_ma:3111.76 loss:0.02032 fps:2454 +frame:9.95e+06 wall_t:4054 t:621875 epi:nan +opt_step:155456 lr:1.27e-06 clip_eps:0.1 entropy:0.4472 +2026-01-08 11:59:34 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3149.24 total_reward_ma:3113.64 loss:0.03595 fps:2455 +frame:9.96e+06 wall_t:4057 t:622500 epi:nan +opt_step:155616 lr:1.014e-06 clip_eps:0.1 entropy:0.4706 +2026-01-08 11:59:37 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3112.23 total_reward_ma:3115.29 loss:0.01436 fps:2456 +frame:9.97e+06 wall_t:4060 t:623125 epi:nan +opt_step:155776 lr:7.584e-07 clip_eps:0.1 entropy:0.4857 +2026-01-08 11:59:41 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3111.07 total_reward_ma:3116.94 loss:0.02783 fps:2456 +frame:9.98e+06 wall_t:4063 t:623750 epi:nan +opt_step:155936 lr:5.024e-07 clip_eps:0.1 entropy:0.486 +2026-01-08 11:59:43 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3067.84 total_reward_ma:3117.61 loss:0.01981 fps:2457 +frame:9.99e+06 wall_t:4066 t:624375 epi:nan +opt_step:156064 lr:2.976e-07 clip_eps:0.1 entropy:0.4446 +2026-01-08 11:59:47 | INFO | PID:1222 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_lam70_assault_t0_s2 [train] +total_reward:3041.99 total_reward_ma:3117.70 loss:0.03712 fps:2458 +frame:1.00e+07 wall_t:4069 t:625000 epi:nan +opt_step:156224 lr:4.16e-08 clip_eps:0.1 entropy:0.5168 +2026-01-08 11:59:47 | INFO | PID:1222 | slm_lab.lib.logger:info | Session 2 done diff --git a/data/ppo_atari_lam70_assault_2026_01_08_105154/log/ppo_atari_lam70_assault_t0_s3.log b/data/ppo_atari_lam70_assault_2026_01_08_105154/log/ppo_atari_lam70_assault_t0_s3.log new file mode 100644 index 0000000000000000000000000000000000000000..d2ce2f52fa2b3c3450a1a51af896a1b7c0d0c019 --- /dev/null +++ b/data/ppo_atari_lam70_assault_2026_01_08_105154/log/ppo_atari_lam70_assault_t0_s3.log @@ -0,0 +1,4002 @@ +2026-01-08 10:51:56 | INFO | PID:1223 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-08 10:53:19 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:213.23 total_reward_ma:213.23 loss:-0.02387 fps:122 +frame:1.00e+04 wall_t:82 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:1.89 +2026-01-08 10:53:23 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:247.50 total_reward_ma:230.37 loss:-0.02975 fps:232.6 +frame:2.00e+04 wall_t:86 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:1.904 +2026-01-08 10:53:27 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:267.40 total_reward_ma:242.71 loss:-0.02597 fps:333.3 +frame:3.00e+04 wall_t:90 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:1.874 +2026-01-08 10:53:32 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:277.59 total_reward_ma:251.43 loss:-0.02661 fps:421.1 +frame:4.00e+04 wall_t:95 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:1.828 +2026-01-08 10:53:37 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:279.07 total_reward_ma:256.96 loss:-0.02834 fps:500 +frame:5.00e+04 wall_t:100 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:1.814 +2026-01-08 10:53:41 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:275.52 total_reward_ma:260.05 loss:-0.02987 fps:576.9 +frame:6.00e+04 wall_t:104 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:1.793 +2026-01-08 10:53:45 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:282.66 total_reward_ma:263.28 loss:-0.02963 fps:648.1 +frame:7.00e+04 wall_t:108 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:1.785 +2026-01-08 10:53:50 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:286.65 total_reward_ma:266.20 loss:-0.02782 fps:714.3 +frame:8.00e+04 wall_t:112 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:1.714 +2026-01-08 10:53:53 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:282.87 total_reward_ma:268.06 loss:-0.02658 fps:775.9 +frame:9.00e+04 wall_t:116 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:1.715 +2026-01-08 10:53:58 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:286.86 total_reward_ma:269.94 loss:-0.02626 fps:833.3 +frame:1.00e+05 wall_t:120 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:1.7 +2026-01-08 10:54:02 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:296.94 total_reward_ma:272.39 loss:-0.02868 fps:880 +frame:1.10e+05 wall_t:125 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:1.674 +2026-01-08 10:54:07 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:302.82 total_reward_ma:274.93 loss:-0.02588 fps:923.1 +frame:1.20e+05 wall_t:130 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:1.61 +2026-01-08 10:54:12 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:315.00 total_reward_ma:278.01 loss:-0.0256 fps:970.1 +frame:1.30e+05 wall_t:134 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:1.587 +2026-01-08 10:54:16 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:319.62 total_reward_ma:280.98 loss:-0.02731 fps:1007 +frame:1.40e+05 wall_t:139 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:1.579 +2026-01-08 10:54:21 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:326.13 total_reward_ma:283.99 loss:-0.02623 fps:1042 +frame:1.50e+05 wall_t:144 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:1.515 +2026-01-08 10:54:25 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:336.00 total_reward_ma:287.24 loss:-0.02585 fps:1081 +frame:1.60e+05 wall_t:148 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:1.48 +2026-01-08 10:54:29 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:339.36 total_reward_ma:290.31 loss:-0.02143 fps:1118 +frame:1.70e+05 wall_t:152 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:1.495 +2026-01-08 10:54:33 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:343.77 total_reward_ma:293.28 loss:-0.02118 fps:1154 +frame:1.80e+05 wall_t:156 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:1.532 +2026-01-08 10:54:38 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:351.12 total_reward_ma:296.32 loss:-0.01638 fps:1180 +frame:1.90e+05 wall_t:161 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:1.376 +2026-01-08 10:54:43 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:363.93 total_reward_ma:299.70 loss:-0.01989 fps:1205 +frame:2.00e+05 wall_t:166 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:1.468 +2026-01-08 10:54:48 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:362.67 total_reward_ma:302.70 loss:-0.01946 fps:1228 +frame:2.10e+05 wall_t:171 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:1.456 +2026-01-08 10:54:52 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:379.47 total_reward_ma:306.19 loss:-0.02181 fps:1257 +frame:2.20e+05 wall_t:175 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:1.419 +2026-01-08 10:54:56 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:385.56 total_reward_ma:309.64 loss:-0.02052 fps:1285 +frame:2.30e+05 wall_t:179 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:1.422 +2026-01-08 10:55:01 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:392.70 total_reward_ma:313.10 loss:-0.02471 fps:1311 +frame:2.40e+05 wall_t:183 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:1.465 +2026-01-08 10:55:05 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:404.04 total_reward_ma:316.74 loss:-0.02407 fps:1330 +frame:2.50e+05 wall_t:188 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:1.405 +2026-01-08 10:55:09 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:400.47 total_reward_ma:319.96 loss:-0.02581 fps:1354 +frame:2.60e+05 wall_t:192 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:1.397 +2026-01-08 10:55:14 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:418.53 total_reward_ma:323.61 loss:-0.02461 fps:1371 +frame:2.70e+05 wall_t:197 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:1.437 +2026-01-08 10:55:18 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:424.20 total_reward_ma:327.20 loss:-0.02508 fps:1393 +frame:2.80e+05 wall_t:201 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:1.363 +2026-01-08 10:55:23 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:441.84 total_reward_ma:331.16 loss:-0.01892 fps:1408 +frame:2.90e+05 wall_t:206 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:1.364 +2026-01-08 10:55:27 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:451.08 total_reward_ma:335.15 loss:-0.01874 fps:1429 +frame:3.00e+05 wall_t:210 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:1.237 +2026-01-08 10:55:32 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:457.17 total_reward_ma:339.09 loss:-0.0163 fps:1442 +frame:3.10e+05 wall_t:215 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:1.277 +2026-01-08 10:55:36 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:473.97 total_reward_ma:343.30 loss:-0.01638 fps:1461 +frame:3.20e+05 wall_t:219 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:1.249 +2026-01-08 10:55:40 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:487.62 total_reward_ma:347.68 loss:-0.01749 fps:1480 +frame:3.30e+05 wall_t:223 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:1.321 +2026-01-08 10:55:45 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:499.38 total_reward_ma:352.14 loss:-0.01794 fps:1491 +frame:3.40e+05 wall_t:228 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:1.244 +2026-01-08 10:55:49 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:508.51 total_reward_ma:356.61 loss:-0.01634 fps:1515 +frame:3.50e+05 wall_t:231 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:1.177 +2026-01-08 10:55:53 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:511.87 total_reward_ma:360.92 loss:-0.01197 fps:1525 +frame:3.60e+05 wall_t:236 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:1.236 +2026-01-08 10:55:58 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:529.72 total_reward_ma:365.48 loss:-0.01341 fps:1535 +frame:3.70e+05 wall_t:241 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:1.121 +2026-01-08 10:56:02 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:550.93 total_reward_ma:370.36 loss:-0.008544 fps:1551 +frame:3.80e+05 wall_t:245 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:1.164 +2026-01-08 10:56:06 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:554.92 total_reward_ma:375.09 loss:-0.01589 fps:1566 +frame:3.90e+05 wall_t:249 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:1.14 +2026-01-08 10:56:11 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:578.63 total_reward_ma:380.18 loss:-0.01871 fps:1575 +frame:4.00e+05 wall_t:254 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:1.176 +2026-01-08 10:56:15 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:592.80 total_reward_ma:385.37 loss:-0.0161 fps:1589 +frame:4.10e+05 wall_t:258 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:1.178 +2026-01-08 10:56:19 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:614.43 total_reward_ma:390.82 loss:-0.009911 fps:1603 +frame:4.20e+05 wall_t:262 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:1.084 +2026-01-08 10:56:23 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:623.78 total_reward_ma:396.24 loss:-0.01106 fps:1617 +frame:4.30e+05 wall_t:266 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:1.091 +2026-01-08 10:56:27 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:647.61 total_reward_ma:401.95 loss:-0.006701 fps:1630 +frame:4.40e+05 wall_t:270 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:1.183 +2026-01-08 10:56:31 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:667.97 total_reward_ma:407.86 loss:-0.006501 fps:1642 +frame:4.50e+05 wall_t:274 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:1.037 +2026-01-08 10:56:35 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:678.15 total_reward_ma:413.74 loss:-0.007021 fps:1655 +frame:4.60e+05 wall_t:278 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:0.9505 +2026-01-08 10:56:40 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:694.10 total_reward_ma:419.71 loss:-0.001428 fps:1661 +frame:4.70e+05 wall_t:283 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:0.9524 +2026-01-08 10:56:45 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:703.35 total_reward_ma:425.61 loss:-0.0133 fps:1672 +frame:4.80e+05 wall_t:287 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:0.9459 +2026-01-08 10:56:49 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:715.96 total_reward_ma:431.54 loss:-0.009063 fps:1678 +frame:4.90e+05 wall_t:292 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:0.9824 +2026-01-08 10:56:53 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:730.45 total_reward_ma:437.52 loss:-0.003343 fps:1689 +frame:5.00e+05 wall_t:296 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:0.9064 +2026-01-08 10:56:58 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:742.84 total_reward_ma:443.51 loss:-0.00808 fps:1700 +frame:5.10e+05 wall_t:300 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:0.8581 +2026-01-08 10:57:01 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:751.76 total_reward_ma:449.43 loss:-0.005231 fps:1711 +frame:5.20e+05 wall_t:304 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:0.9967 +2026-01-08 10:57:06 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:761.52 total_reward_ma:455.32 loss:-0.003783 fps:1715 +frame:5.30e+05 wall_t:309 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:0.9966 +2026-01-08 10:57:10 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:777.27 total_reward_ma:461.28 loss:-0.01084 fps:1725 +frame:5.40e+05 wall_t:313 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:0.8742 +2026-01-08 10:57:15 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:788.71 total_reward_ma:467.24 loss:-0.0111 fps:1730 +frame:5.50e+05 wall_t:318 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:0.8899 +2026-01-08 10:57:19 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:812.86 total_reward_ma:473.41 loss:0.003028 fps:1739 +frame:5.60e+05 wall_t:322 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:0.9441 +2026-01-08 10:57:24 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:832.61 total_reward_ma:479.71 loss:-0.004677 fps:1743 +frame:5.70e+05 wall_t:327 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:0.9495 +2026-01-08 10:57:28 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:851.51 total_reward_ma:486.12 loss:-0.00219 fps:1752 +frame:5.80e+05 wall_t:331 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:0.9302 +2026-01-08 10:57:33 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:862.01 total_reward_ma:492.49 loss:0.005199 fps:1761 +frame:5.90e+05 wall_t:335 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:0.8943 +2026-01-08 10:57:36 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:875.45 total_reward_ma:498.87 loss:-0.002715 fps:1770 +frame:6.00e+05 wall_t:339 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:0.8297 +2026-01-08 10:57:41 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:884.58 total_reward_ma:505.20 loss:0.01102 fps:1778 +frame:6.10e+05 wall_t:343 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:0.9878 +2026-01-08 10:57:45 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:890.25 total_reward_ma:511.41 loss:0.002763 fps:1782 +frame:6.20e+05 wall_t:348 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:0.7972 +2026-01-08 10:57:49 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:889.21 total_reward_ma:517.40 loss:0.006275 fps:1790 +frame:6.30e+05 wall_t:352 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:0.8538 +2026-01-08 10:57:53 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:889.63 total_reward_ma:523.22 loss:0.0009926 fps:1798 +frame:6.40e+05 wall_t:356 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:0.8676 +2026-01-08 10:57:57 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:891.10 total_reward_ma:528.88 loss:0.001139 fps:1806 +frame:6.50e+05 wall_t:360 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:0.9176 +2026-01-08 10:58:02 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:917.67 total_reward_ma:534.77 loss:0.003819 fps:1808 +frame:6.60e+05 wall_t:365 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:1.003 +2026-01-08 10:58:06 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:933.42 total_reward_ma:540.72 loss:0.0006324 fps:1816 +frame:6.70e+05 wall_t:369 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:0.8456 +2026-01-08 10:58:11 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:923.55 total_reward_ma:546.35 loss:-0.007946 fps:1823 +frame:6.80e+05 wall_t:373 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:0.9271 +2026-01-08 10:58:14 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:923.55 total_reward_ma:551.82 loss:0.006115 fps:1830 +frame:6.90e+05 wall_t:377 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:0.9143 +2026-01-08 10:58:19 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:928.28 total_reward_ma:557.20 loss:-0.001374 fps:1832 +frame:7.00e+05 wall_t:382 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:0.887 +2026-01-08 10:58:23 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:940.15 total_reward_ma:562.59 loss:0.004288 fps:1839 +frame:7.10e+05 wall_t:386 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:0.8622 +2026-01-08 10:58:28 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:960.84 total_reward_ma:568.12 loss:-0.003612 fps:1846 +frame:7.20e+05 wall_t:390 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:0.8355 +2026-01-08 10:58:32 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:968.51 total_reward_ma:573.61 loss:0.003868 fps:1848 +frame:7.30e+05 wall_t:395 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:0.9363 +2026-01-08 10:58:36 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:994.55 total_reward_ma:579.29 loss:0.004136 fps:1855 +frame:7.40e+05 wall_t:399 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:0.9683 +2026-01-08 10:58:41 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1017.76 total_reward_ma:585.14 loss:-0.01193 fps:1856 +frame:7.50e+05 wall_t:404 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:0.8769 +2026-01-08 10:58:45 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:966.73 total_reward_ma:590.16 loss:-0.007392 fps:1867 +frame:7.60e+05 wall_t:407 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:0.8264 +2026-01-08 10:58:48 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:949.72 total_reward_ma:594.83 loss:0.003274 fps:1873 +frame:7.70e+05 wall_t:411 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:0.8888 +2026-01-08 10:58:53 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:957.07 total_reward_ma:599.47 loss:-0.01206 fps:1880 +frame:7.80e+05 wall_t:415 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:0.9016 +2026-01-08 10:58:57 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:955.39 total_reward_ma:603.98 loss:-0.005234 fps:1881 +frame:7.90e+05 wall_t:420 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:0.8135 +2026-01-08 10:59:02 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:948.35 total_reward_ma:608.28 loss:-0.00375 fps:1887 +frame:8.00e+05 wall_t:424 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:0.8051 +2026-01-08 10:59:06 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:922.31 total_reward_ma:612.16 loss:0.006764 fps:1888 +frame:8.10e+05 wall_t:429 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:0.9133 +2026-01-08 10:59:11 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:908.24 total_reward_ma:615.77 loss:-0.003614 fps:1894 +frame:8.20e+05 wall_t:433 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:0.9447 +2026-01-08 10:59:15 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:925.04 total_reward_ma:619.50 loss:-0.003499 fps:1895 +frame:8.30e+05 wall_t:438 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:0.8513 +2026-01-08 10:59:19 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:951.92 total_reward_ma:623.46 loss:-0.003695 fps:1900 +frame:8.40e+05 wall_t:442 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:0.7723 +2026-01-08 10:59:23 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:944.99 total_reward_ma:627.24 loss:0.001811 fps:1906 +frame:8.50e+05 wall_t:446 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:0.8841 +2026-01-08 10:59:27 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:971.98 total_reward_ma:631.25 loss:0.007777 fps:1911 +frame:8.60e+05 wall_t:450 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:0.8061 +2026-01-08 10:59:31 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:983.42 total_reward_ma:635.30 loss:-0.0005513 fps:1916 +frame:8.70e+05 wall_t:454 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:0.7972 +2026-01-08 10:59:36 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:978.69 total_reward_ma:639.20 loss:0.006732 fps:1917 +frame:8.80e+05 wall_t:459 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:0.8158 +2026-01-08 10:59:40 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:973.44 total_reward_ma:642.95 loss:0.01014 fps:1922 +frame:8.90e+05 wall_t:463 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:0.8708 +2026-01-08 10:59:45 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:986.99 total_reward_ma:646.78 loss:-0.0002886 fps:1923 +frame:9.00e+05 wall_t:468 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:0.8231 +2026-01-08 10:59:50 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:993.50 total_reward_ma:650.59 loss:0.004526 fps:1928 +frame:9.10e+05 wall_t:472 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:0.849 +2026-01-08 10:59:54 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:968.09 total_reward_ma:654.04 loss:-0.005878 fps:1929 +frame:9.20e+05 wall_t:477 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:0.7993 +2026-01-08 10:59:58 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:928.61 total_reward_ma:656.99 loss:-0.002568 fps:1933 +frame:9.30e+05 wall_t:481 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:0.8386 +2026-01-08 11:00:02 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:910.34 total_reward_ma:659.68 loss:0.007212 fps:1938 +frame:9.40e+05 wall_t:485 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:0.8157 +2026-01-08 11:00:07 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:916.21 total_reward_ma:662.38 loss:0.004927 fps:1939 +frame:9.50e+05 wall_t:490 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:0.8487 +2026-01-08 11:00:11 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:921.67 total_reward_ma:665.09 loss:0.0004584 fps:1943 +frame:9.60e+05 wall_t:494 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:0.9216 +2026-01-08 11:00:16 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:933.33 total_reward_ma:667.85 loss:-0.006684 fps:1948 +frame:9.70e+05 wall_t:498 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:0.8842 +2026-01-08 11:00:20 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:951.71 total_reward_ma:670.75 loss:-0.009389 fps:1948 +frame:9.80e+05 wall_t:503 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:0.8132 +2026-01-08 11:00:24 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:982.58 total_reward_ma:673.90 loss:-0.01106 fps:1953 +frame:9.90e+05 wall_t:507 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:0.8663 +2026-01-08 11:00:29 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1002.53 total_reward_ma:677.18 loss:0.00353 fps:1957 +frame:1.00e+06 wall_t:511 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:0.8306 +2026-01-08 11:00:33 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1001.27 total_reward_ma:685.06 loss:0.001486 fps:1957 +frame:1.01e+06 wall_t:516 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:0.7987 +2026-01-08 11:00:38 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1003.79 total_reward_ma:692.63 loss:0.001801 fps:1962 +frame:1.02e+06 wall_t:520 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:0.8174 +2026-01-08 11:00:42 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1000.64 total_reward_ma:699.96 loss:0.004126 fps:1966 +frame:1.03e+06 wall_t:524 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:0.8172 +2026-01-08 11:00:46 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1067.84 total_reward_ma:707.86 loss:0.009623 fps:1966 +frame:1.04e+06 wall_t:529 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:0.8103 +2026-01-08 11:00:50 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1089.05 total_reward_ma:715.96 loss:-0.00272 fps:1970 +frame:1.05e+06 wall_t:533 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:0.8397 +2026-01-08 11:00:54 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1083.07 total_reward_ma:724.04 loss:0.001429 fps:1974 +frame:1.06e+06 wall_t:537 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:0.7889 +2026-01-08 11:00:59 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1097.25 total_reward_ma:732.18 loss:-0.004212 fps:1974 +frame:1.07e+06 wall_t:542 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:0.8312 +2026-01-08 11:01:03 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1101.87 total_reward_ma:740.34 loss:0.002053 fps:1978 +frame:1.08e+06 wall_t:546 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:0.7595 +2026-01-08 11:01:08 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1119.09 total_reward_ma:748.70 loss:0.003314 fps:1978 +frame:1.09e+06 wall_t:551 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:0.8233 +2026-01-08 11:01:12 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1099.77 total_reward_ma:756.83 loss:0.02007 fps:1982 +frame:1.10e+06 wall_t:555 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:0.7205 +2026-01-08 11:01:16 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1090.32 total_reward_ma:764.76 loss:0.01007 fps:1986 +frame:1.11e+06 wall_t:559 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:0.7124 +2026-01-08 11:01:20 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1110.06 total_reward_ma:772.83 loss:0.008464 fps:1989 +frame:1.12e+06 wall_t:563 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:0.7121 +2026-01-08 11:01:25 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1105.86 total_reward_ma:780.74 loss:0.004673 fps:1993 +frame:1.13e+06 wall_t:567 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:0.7234 +2026-01-08 11:01:29 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1102.08 total_reward_ma:788.57 loss:0.005152 fps:1993 +frame:1.14e+06 wall_t:572 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:0.6902 +2026-01-08 11:01:33 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1038.66 total_reward_ma:795.69 loss:0.0076 fps:1997 +frame:1.15e+06 wall_t:576 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:0.771 +2026-01-08 11:01:37 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1071.42 total_reward_ma:803.05 loss:-0.00958 fps:2000 +frame:1.16e+06 wall_t:580 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:0.6763 +2026-01-08 11:01:42 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1040.13 total_reward_ma:810.05 loss:0.005043 fps:2003 +frame:1.17e+06 wall_t:584 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:0.7685 +2026-01-08 11:01:46 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1051.05 total_reward_ma:817.13 loss:0.009706 fps:2003 +frame:1.18e+06 wall_t:589 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:0.7326 +2026-01-08 11:01:50 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1020.60 total_reward_ma:823.82 loss:0.004331 fps:2007 +frame:1.19e+06 wall_t:593 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:0.7089 +2026-01-08 11:01:54 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1022.28 total_reward_ma:830.40 loss:-0.00172 fps:2010 +frame:1.20e+06 wall_t:597 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:0.6726 +2026-01-08 11:01:58 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1027.11 total_reward_ma:837.05 loss:-0.001847 fps:2013 +frame:1.21e+06 wall_t:601 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:0.7293 +2026-01-08 11:02:03 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1095.99 total_reward_ma:844.21 loss:0.01772 fps:2013 +frame:1.22e+06 wall_t:606 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:0.7814 +2026-01-08 11:02:07 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1097.46 total_reward_ma:851.33 loss:0.01307 fps:2016 +frame:1.23e+06 wall_t:610 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:0.6923 +2026-01-08 11:02:12 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1110.27 total_reward_ma:858.51 loss:0.01151 fps:2016 +frame:1.24e+06 wall_t:615 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:0.7024 +2026-01-08 11:02:16 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1104.81 total_reward_ma:865.52 loss:0.001046 fps:2019 +frame:1.25e+06 wall_t:619 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:0.7125 +2026-01-08 11:02:20 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1134.84 total_reward_ma:872.86 loss:-0.0001412 fps:2022 +frame:1.26e+06 wall_t:623 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:0.7126 +2026-01-08 11:02:25 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1120.98 total_reward_ma:879.88 loss:0.01528 fps:2026 +frame:1.27e+06 wall_t:627 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:0.7417 +2026-01-08 11:02:29 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1142.19 total_reward_ma:887.06 loss:0.001665 fps:2025 +frame:1.28e+06 wall_t:632 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:0.8265 +2026-01-08 11:02:33 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1172.64 total_reward_ma:894.37 loss:-0.0009826 fps:2028 +frame:1.29e+06 wall_t:636 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:0.6812 +2026-01-08 11:02:38 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1164.87 total_reward_ma:901.51 loss:-0.00129 fps:2031 +frame:1.30e+06 wall_t:640 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:0.7463 +2026-01-08 11:02:42 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1153.11 total_reward_ma:908.47 loss:0.003197 fps:2031 +frame:1.31e+06 wall_t:645 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:0.7621 +2026-01-08 11:02:46 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1090.42 total_reward_ma:914.63 loss:-0.0001728 fps:2034 +frame:1.32e+06 wall_t:649 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:0.8035 +2026-01-08 11:02:50 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1105.96 total_reward_ma:920.82 loss:0.002668 fps:2037 +frame:1.33e+06 wall_t:653 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:0.7941 +2026-01-08 11:02:55 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1112.57 total_reward_ma:926.95 loss:0.003578 fps:2040 +frame:1.34e+06 wall_t:657 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:0.7676 +2026-01-08 11:02:59 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1132.31 total_reward_ma:933.19 loss:-0.003266 fps:2039 +frame:1.35e+06 wall_t:662 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:0.7668 +2026-01-08 11:03:03 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1116.56 total_reward_ma:939.23 loss:0.002445 fps:2042 +frame:1.36e+06 wall_t:666 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:0.8591 +2026-01-08 11:03:07 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1130.42 total_reward_ma:945.24 loss:0.007879 fps:2045 +frame:1.37e+06 wall_t:670 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:0.7775 +2026-01-08 11:03:11 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1122.02 total_reward_ma:950.95 loss:0.009626 fps:2047 +frame:1.38e+06 wall_t:674 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:0.7619 +2026-01-08 11:03:16 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1141.76 total_reward_ma:956.82 loss:-0.001949 fps:2050 +frame:1.39e+06 wall_t:678 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:0.7393 +2026-01-08 11:03:20 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1112.15 total_reward_ma:962.16 loss:0.004276 fps:2050 +frame:1.40e+06 wall_t:683 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:0.697 +2026-01-08 11:03:24 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1116.98 total_reward_ma:967.40 loss:0.02113 fps:2052 +frame:1.41e+06 wall_t:687 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:0.7362 +2026-01-08 11:03:28 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1110.37 total_reward_ma:972.36 loss:0.01536 fps:2055 +frame:1.42e+06 wall_t:691 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:0.7304 +2026-01-08 11:03:33 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1096.30 total_reward_ma:977.08 loss:0.007527 fps:2058 +frame:1.43e+06 wall_t:695 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:0.7535 +2026-01-08 11:03:37 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1081.29 total_reward_ma:981.42 loss:0.01735 fps:2057 +frame:1.44e+06 wall_t:700 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:0.7748 +2026-01-08 11:03:41 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1061.76 total_reward_ma:985.36 loss:0.01342 fps:2060 +frame:1.45e+06 wall_t:704 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:0.7265 +2026-01-08 11:03:45 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1086.43 total_reward_ma:989.44 loss:0.00167 fps:2062 +frame:1.46e+06 wall_t:708 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:0.7521 +2026-01-08 11:03:50 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1054.09 total_reward_ma:993.04 loss:-0.0008556 fps:2065 +frame:1.47e+06 wall_t:712 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:0.7467 +2026-01-08 11:03:54 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1053.25 total_reward_ma:996.54 loss:0.006745 fps:2067 +frame:1.48e+06 wall_t:716 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:0.7011 +2026-01-08 11:03:58 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1057.45 total_reward_ma:999.95 loss:0.001808 fps:2067 +frame:1.49e+06 wall_t:721 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:0.756 +2026-01-08 11:04:03 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1074.46 total_reward_ma:1003.39 loss:0.01426 fps:2069 +frame:1.50e+06 wall_t:725 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:0.6967 +2026-01-08 11:04:07 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1058.08 total_reward_ma:1006.55 loss:0.008429 fps:2068 +frame:1.51e+06 wall_t:730 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:0.6946 +2026-01-08 11:04:11 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1052.93 total_reward_ma:1009.56 loss:0.005888 fps:2071 +frame:1.52e+06 wall_t:734 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:0.7164 +2026-01-08 11:04:15 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1071.20 total_reward_ma:1012.65 loss:0.01996 fps:2073 +frame:1.53e+06 wall_t:738 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:0.7033 +2026-01-08 11:04:19 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1064.69 total_reward_ma:1015.53 loss:0.00274 fps:2075 +frame:1.54e+06 wall_t:742 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:0.6757 +2026-01-08 11:04:23 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1086.11 total_reward_ma:1018.50 loss:0.01433 fps:2078 +frame:1.55e+06 wall_t:746 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:0.6932 +2026-01-08 11:04:28 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1057.87 total_reward_ma:1020.95 loss:0.004592 fps:2080 +frame:1.56e+06 wall_t:750 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:0.7114 +2026-01-08 11:04:32 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1109.74 total_reward_ma:1023.72 loss:-0.006187 fps:2079 +frame:1.57e+06 wall_t:755 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:0.6712 +2026-01-08 11:04:37 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1111.00 total_reward_ma:1026.32 loss:0.001419 fps:2082 +frame:1.58e+06 wall_t:759 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:0.7234 +2026-01-08 11:04:41 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1084.54 total_reward_ma:1028.54 loss:0.015 fps:2081 +frame:1.59e+06 wall_t:764 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:0.751 +2026-01-08 11:04:45 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1094.62 total_reward_ma:1030.74 loss:0.008115 fps:2083 +frame:1.60e+06 wall_t:768 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:0.8461 +2026-01-08 11:04:50 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1100.29 total_reward_ma:1032.89 loss:0.0002896 fps:2083 +frame:1.61e+06 wall_t:773 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:0.6999 +2026-01-08 11:04:55 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1143.97 total_reward_ma:1035.43 loss:0.007893 fps:2085 +frame:1.62e+06 wall_t:777 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:0.7113 +2026-01-08 11:04:58 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1210.02 total_reward_ma:1038.64 loss:-0.00152 fps:2087 +frame:1.63e+06 wall_t:781 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:0.6798 +2026-01-08 11:05:03 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1195.74 total_reward_ma:1041.70 loss:0.01476 fps:2089 +frame:1.64e+06 wall_t:785 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:0.7808 +2026-01-08 11:05:07 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1204.98 total_reward_ma:1044.84 loss:0.003163 fps:2089 +frame:1.65e+06 wall_t:790 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:0.775 +2026-01-08 11:05:11 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1193.84 total_reward_ma:1047.60 loss:0.005084 fps:2091 +frame:1.66e+06 wall_t:794 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:0.7191 +2026-01-08 11:05:15 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1202.87 total_reward_ma:1050.29 loss:0.006124 fps:2093 +frame:1.67e+06 wall_t:798 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:0.7222 +2026-01-08 11:05:19 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1173.78 total_reward_ma:1052.80 loss:0.0007755 fps:2095 +frame:1.68e+06 wall_t:802 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:0.7322 +2026-01-08 11:05:23 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1181.76 total_reward_ma:1055.38 loss:0.0004921 fps:2097 +frame:1.69e+06 wall_t:806 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:0.6644 +2026-01-08 11:05:28 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1191.00 total_reward_ma:1058.01 loss:0.02234 fps:2096 +frame:1.70e+06 wall_t:811 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:0.7961 +2026-01-08 11:05:32 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1169.79 total_reward_ma:1060.30 loss:0.01682 fps:2101 +frame:1.71e+06 wall_t:814 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:0.6843 +2026-01-08 11:05:36 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1110.36 total_reward_ma:1061.80 loss:0.005074 fps:2100 +frame:1.72e+06 wall_t:819 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:0.6846 +2026-01-08 11:05:40 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1092.30 total_reward_ma:1063.04 loss:0.004681 fps:2102 +frame:1.73e+06 wall_t:823 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:0.6774 +2026-01-08 11:05:44 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1128.84 total_reward_ma:1064.38 loss:0.007267 fps:2104 +frame:1.74e+06 wall_t:827 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:0.6287 +2026-01-08 11:05:49 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1150.26 total_reward_ma:1065.70 loss:0.01987 fps:2103 +frame:1.75e+06 wall_t:832 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:0.703 +2026-01-08 11:05:53 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1163.17 total_reward_ma:1067.67 loss:0.01537 fps:2105 +frame:1.76e+06 wall_t:836 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:0.749 +2026-01-08 11:05:58 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1189.32 total_reward_ma:1070.06 loss:0.01407 fps:2105 +frame:1.77e+06 wall_t:841 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:0.7289 +2026-01-08 11:06:02 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1214.21 total_reward_ma:1072.64 loss:0.004325 fps:2107 +frame:1.78e+06 wall_t:845 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:0.698 +2026-01-08 11:06:07 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1190.59 total_reward_ma:1074.99 loss:0.003525 fps:2108 +frame:1.79e+06 wall_t:849 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:0.6728 +2026-01-08 11:06:11 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1171.27 total_reward_ma:1077.22 loss:0.001786 fps:2108 +frame:1.80e+06 wall_t:854 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:0.6461 +2026-01-08 11:06:16 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1149.85 total_reward_ma:1079.49 loss:0.00581 fps:2110 +frame:1.81e+06 wall_t:858 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:0.6464 +2026-01-08 11:06:20 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1164.76 total_reward_ma:1082.06 loss:0.005103 fps:2109 +frame:1.82e+06 wall_t:863 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:0.7302 +2026-01-08 11:06:25 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1153.21 total_reward_ma:1084.34 loss:0.001028 fps:2108 +frame:1.83e+06 wall_t:868 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:0.7171 +2026-01-08 11:06:29 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1164.97 total_reward_ma:1086.47 loss:0.007562 fps:2110 +frame:1.84e+06 wall_t:872 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:0.7185 +2026-01-08 11:06:33 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1128.22 total_reward_ma:1088.30 loss:0.01268 fps:2112 +frame:1.85e+06 wall_t:876 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:0.6989 +2026-01-08 11:06:38 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1098.51 total_reward_ma:1089.57 loss:0.008195 fps:2111 +frame:1.86e+06 wall_t:881 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:0.6783 +2026-01-08 11:06:42 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1112.58 total_reward_ma:1090.86 loss:0.0003062 fps:2113 +frame:1.87e+06 wall_t:885 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:0.6298 +2026-01-08 11:06:46 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1074.25 total_reward_ma:1091.81 loss:-0.008263 fps:2115 +frame:1.88e+06 wall_t:889 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:0.6506 +2026-01-08 11:06:50 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1090.63 total_reward_ma:1092.99 loss:0.01222 fps:2116 +frame:1.89e+06 wall_t:893 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:0.6912 +2026-01-08 11:06:54 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1086.01 total_reward_ma:1093.98 loss:0.0104 fps:2118 +frame:1.90e+06 wall_t:897 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:0.716 +2026-01-08 11:06:59 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1143.65 total_reward_ma:1095.48 loss:0.005928 fps:2118 +frame:1.91e+06 wall_t:902 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:0.767 +2026-01-08 11:07:03 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1172.31 total_reward_ma:1097.52 loss:0.01221 fps:2119 +frame:1.92e+06 wall_t:906 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:0.7138 +2026-01-08 11:07:07 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1176.72 total_reward_ma:1100.00 loss:0.003456 fps:2121 +frame:1.93e+06 wall_t:910 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:0.6688 +2026-01-08 11:07:12 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1184.70 total_reward_ma:1102.74 loss:0.002375 fps:2120 +frame:1.94e+06 wall_t:915 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:0.6531 +2026-01-08 11:07:16 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1166.64 total_reward_ma:1105.25 loss:0.0122 fps:2122 +frame:1.95e+06 wall_t:919 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:0.6232 +2026-01-08 11:07:21 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1175.67 total_reward_ma:1107.79 loss:0.01511 fps:2124 +frame:1.96e+06 wall_t:923 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:0.6765 +2026-01-08 11:07:25 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1173.36 total_reward_ma:1110.19 loss:0.01257 fps:2123 +frame:1.97e+06 wall_t:928 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:0.6844 +2026-01-08 11:07:29 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1152.99 total_reward_ma:1112.20 loss:0.001838 fps:2124 +frame:1.98e+06 wall_t:932 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:0.7046 +2026-01-08 11:07:33 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1172.00 total_reward_ma:1114.10 loss:0.005415 fps:2126 +frame:1.99e+06 wall_t:936 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:0.6203 +2026-01-08 11:07:37 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1219.67 total_reward_ma:1116.27 loss:0.006371 fps:2128 +frame:2.00e+06 wall_t:940 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:0.6822 +2026-01-08 11:07:41 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1222.61 total_reward_ma:1118.48 loss:0.002304 fps:2129 +frame:2.01e+06 wall_t:944 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:0.6633 +2026-01-08 11:07:46 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1180.82 total_reward_ma:1120.25 loss:-0.0007192 fps:2129 +frame:2.02e+06 wall_t:949 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:0.6642 +2026-01-08 11:07:50 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1206.76 total_reward_ma:1122.31 loss:0.001472 fps:2130 +frame:2.03e+06 wall_t:953 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:0.5681 +2026-01-08 11:07:55 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1244.45 total_reward_ma:1124.08 loss:0.01118 fps:2132 +frame:2.04e+06 wall_t:957 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:0.641 +2026-01-08 11:07:58 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1248.86 total_reward_ma:1125.68 loss:-0.0001199 fps:2133 +frame:2.05e+06 wall_t:961 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:0.5788 +2026-01-08 11:08:02 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1260.41 total_reward_ma:1127.45 loss:0.01178 fps:2135 +frame:2.06e+06 wall_t:965 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:0.6324 +2026-01-08 11:08:07 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1297.16 total_reward_ma:1129.45 loss:0.00839 fps:2134 +frame:2.07e+06 wall_t:970 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:0.6023 +2026-01-08 11:08:11 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1309.13 total_reward_ma:1131.52 loss:0.01578 fps:2136 +frame:2.08e+06 wall_t:974 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:0.5765 +2026-01-08 11:08:15 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1329.29 total_reward_ma:1133.62 loss:0.001184 fps:2137 +frame:2.09e+06 wall_t:978 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:0.5922 +2026-01-08 11:08:20 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1355.96 total_reward_ma:1136.19 loss:0.00833 fps:2136 +frame:2.10e+06 wall_t:983 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:0.6187 +2026-01-08 11:08:24 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1364.15 total_reward_ma:1138.92 loss:0.005766 fps:2138 +frame:2.11e+06 wall_t:987 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:0.6397 +2026-01-08 11:08:29 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1335.27 total_reward_ma:1141.18 loss:0.007549 fps:2139 +frame:2.12e+06 wall_t:991 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:0.5758 +2026-01-08 11:08:33 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1320.78 total_reward_ma:1143.33 loss:0.00476 fps:2139 +frame:2.13e+06 wall_t:996 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:0.6405 +2026-01-08 11:08:37 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1308.18 total_reward_ma:1145.39 loss:0.03014 fps:2142 +frame:2.14e+06 wall_t:999 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:0.6969 +2026-01-08 11:08:41 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1271.85 total_reward_ma:1147.72 loss:0.001154 fps:2141 +frame:2.15e+06 wall_t:1004 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:0.6144 +2026-01-08 11:08:45 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1273.42 total_reward_ma:1149.74 loss:0.0004767 fps:2143 +frame:2.16e+06 wall_t:1008 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:0.6164 +2026-01-08 11:08:49 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1261.66 total_reward_ma:1151.95 loss:0.008507 fps:2144 +frame:2.17e+06 wall_t:1012 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:0.602 +2026-01-08 11:08:54 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1212.73 total_reward_ma:1153.57 loss:0.003955 fps:2144 +frame:2.18e+06 wall_t:1017 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:0.6655 +2026-01-08 11:08:58 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1249.06 total_reward_ma:1155.85 loss:0.009902 fps:2145 +frame:2.19e+06 wall_t:1021 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:0.6658 +2026-01-08 11:09:03 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1243.18 total_reward_ma:1158.06 loss:0.008185 fps:2146 +frame:2.20e+06 wall_t:1025 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:0.6682 +2026-01-08 11:09:07 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1237.09 total_reward_ma:1160.16 loss:-0.004992 fps:2146 +frame:2.21e+06 wall_t:1030 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:0.5756 +2026-01-08 11:09:11 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1238.56 total_reward_ma:1161.59 loss:0.009153 fps:2147 +frame:2.22e+06 wall_t:1034 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:0.641 +2026-01-08 11:09:15 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1225.23 total_reward_ma:1162.87 loss:0.02872 fps:2148 +frame:2.23e+06 wall_t:1038 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:0.6012 +2026-01-08 11:09:20 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1243.29 total_reward_ma:1164.20 loss:0.002801 fps:2150 +frame:2.24e+06 wall_t:1042 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:0.5826 +2026-01-08 11:09:24 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1256.84 total_reward_ma:1165.72 loss:0.007432 fps:2149 +frame:2.25e+06 wall_t:1047 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:0.583 +2026-01-08 11:09:28 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1268.50 total_reward_ma:1167.05 loss:0.01061 fps:2150 +frame:2.26e+06 wall_t:1051 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:0.5946 +2026-01-08 11:09:33 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1258.95 total_reward_ma:1168.43 loss:0.008718 fps:2152 +frame:2.27e+06 wall_t:1055 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:0.6251 +2026-01-08 11:09:37 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1224.93 total_reward_ma:1169.26 loss:0.01484 fps:2151 +frame:2.28e+06 wall_t:1060 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:0.6458 +2026-01-08 11:09:41 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1211.28 total_reward_ma:1169.65 loss:0.008428 fps:2152 +frame:2.29e+06 wall_t:1064 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:0.5555 +2026-01-08 11:09:45 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1180.41 total_reward_ma:1169.80 loss:0.0007765 fps:2154 +frame:2.30e+06 wall_t:1068 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:0.6297 +2026-01-08 11:09:49 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1175.16 total_reward_ma:1170.02 loss:0.008832 fps:2155 +frame:2.31e+06 wall_t:1072 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:0.5111 +2026-01-08 11:09:54 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1174.74 total_reward_ma:1170.87 loss:0.0232 fps:2156 +frame:2.32e+06 wall_t:1076 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:0.6819 +2026-01-08 11:09:58 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1200.99 total_reward_ma:1171.82 loss:0.003743 fps:2155 +frame:2.33e+06 wall_t:1081 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:0.5412 +2026-01-08 11:10:03 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1203.51 total_reward_ma:1172.73 loss:0.008637 fps:2157 +frame:2.34e+06 wall_t:1085 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:0.5202 +2026-01-08 11:10:07 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1181.25 total_reward_ma:1173.22 loss:0.01293 fps:2156 +frame:2.35e+06 wall_t:1090 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:0.601 +2026-01-08 11:10:11 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1157.10 total_reward_ma:1173.62 loss:0.008495 fps:2157 +frame:2.36e+06 wall_t:1094 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:0.665 +2026-01-08 11:10:16 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1157.10 total_reward_ma:1173.89 loss:0.01872 fps:2157 +frame:2.37e+06 wall_t:1099 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:0.7304 +2026-01-08 11:10:20 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1172.22 total_reward_ma:1174.39 loss:0.009926 fps:2158 +frame:2.38e+06 wall_t:1103 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:0.6081 +2026-01-08 11:10:24 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1167.81 total_reward_ma:1174.65 loss:0.01057 fps:2159 +frame:2.39e+06 wall_t:1107 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:0.5884 +2026-01-08 11:10:28 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1184.50 total_reward_ma:1175.37 loss:-0.005699 fps:2160 +frame:2.40e+06 wall_t:1111 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:0.6012 +2026-01-08 11:10:32 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1197.10 total_reward_ma:1176.18 loss:0.005039 fps:2161 +frame:2.41e+06 wall_t:1115 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:0.6956 +2026-01-08 11:10:37 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1271.44 total_reward_ma:1177.79 loss:0.006006 fps:2163 +frame:2.42e+06 wall_t:1119 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:0.6081 +2026-01-08 11:10:41 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1316.80 total_reward_ma:1179.99 loss:0.001075 fps:2162 +frame:2.43e+06 wall_t:1124 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:0.6443 +2026-01-08 11:10:45 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1306.40 total_reward_ma:1182.24 loss:0.01039 fps:2163 +frame:2.44e+06 wall_t:1128 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:0.6307 +2026-01-08 11:10:50 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1292.75 total_reward_ma:1184.55 loss:0.002792 fps:2164 +frame:2.45e+06 wall_t:1132 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:0.6676 +2026-01-08 11:10:54 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1266.50 total_reward_ma:1186.35 loss:0.0003928 fps:2164 +frame:2.46e+06 wall_t:1137 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:0.7006 +2026-01-08 11:10:58 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1268.18 total_reward_ma:1188.49 loss:0.00764 fps:2165 +frame:2.47e+06 wall_t:1141 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:0.7043 +2026-01-08 11:11:02 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1273.22 total_reward_ma:1190.69 loss:-0.007914 fps:2166 +frame:2.48e+06 wall_t:1145 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:0.6308 +2026-01-08 11:11:07 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1297.79 total_reward_ma:1193.10 loss:0.01043 fps:2165 +frame:2.49e+06 wall_t:1150 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:0.7144 +2026-01-08 11:11:12 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1281.62 total_reward_ma:1195.17 loss:0.01659 fps:2166 +frame:2.50e+06 wall_t:1154 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:0.7109 +2026-01-08 11:11:16 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1287.40 total_reward_ma:1197.46 loss:0.009455 fps:2166 +frame:2.51e+06 wall_t:1159 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:0.6792 +2026-01-08 11:11:20 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1225.03 total_reward_ma:1199.18 loss:0.003148 fps:2167 +frame:2.52e+06 wall_t:1163 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:0.732 +2026-01-08 11:11:25 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1159.72 total_reward_ma:1200.07 loss:-0.001567 fps:2168 +frame:2.53e+06 wall_t:1167 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:0.7137 +2026-01-08 11:11:29 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1166.55 total_reward_ma:1201.09 loss:0.004171 fps:2167 +frame:2.54e+06 wall_t:1172 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:0.6256 +2026-01-08 11:11:33 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1164.24 total_reward_ma:1201.87 loss:0.004748 fps:2168 +frame:2.55e+06 wall_t:1176 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:0.6239 +2026-01-08 11:11:38 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1156.05 total_reward_ma:1202.85 loss:0.00359 fps:2168 +frame:2.56e+06 wall_t:1181 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:0.6754 +2026-01-08 11:11:42 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1168.23 total_reward_ma:1203.43 loss:0.004006 fps:2169 +frame:2.57e+06 wall_t:1185 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:0.6313 +2026-01-08 11:11:46 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1186.29 total_reward_ma:1204.19 loss:0.0201 fps:2170 +frame:2.58e+06 wall_t:1189 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:0.6499 +2026-01-08 11:11:50 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1181.04 total_reward_ma:1205.15 loss:-0.001384 fps:2171 +frame:2.59e+06 wall_t:1193 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:0.6491 +2026-01-08 11:11:54 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1185.03 total_reward_ma:1206.06 loss:0.001294 fps:2172 +frame:2.60e+06 wall_t:1197 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:0.531 +2026-01-08 11:11:59 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1189.86 total_reward_ma:1206.95 loss:0.007813 fps:2173 +frame:2.61e+06 wall_t:1201 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:0.6358 +2026-01-08 11:12:03 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1188.39 total_reward_ma:1207.40 loss:0.01238 fps:2172 +frame:2.62e+06 wall_t:1206 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:0.6548 +2026-01-08 11:12:08 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1208.97 total_reward_ma:1207.39 loss:0.01056 fps:2172 +frame:2.63e+06 wall_t:1211 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:0.6359 +2026-01-08 11:12:13 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1210.86 total_reward_ma:1207.54 loss:0.01174 fps:2171 +frame:2.64e+06 wall_t:1216 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:0.6039 +2026-01-08 11:12:16 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1178.10 total_reward_ma:1207.27 loss:0.004887 fps:2174 +frame:2.65e+06 wall_t:1219 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:0.6305 +2026-01-08 11:12:21 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1189.65 total_reward_ma:1207.23 loss:0.01907 fps:2175 +frame:2.66e+06 wall_t:1223 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:0.6372 +2026-01-08 11:12:25 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1228.50 total_reward_ma:1207.48 loss:0.008035 fps:2174 +frame:2.67e+06 wall_t:1228 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:0.6625 +2026-01-08 11:12:29 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1258.53 total_reward_ma:1208.33 loss:0.009071 fps:2175 +frame:2.68e+06 wall_t:1232 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:0.5848 +2026-01-08 11:12:34 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1251.39 total_reward_ma:1209.03 loss:-0.004746 fps:2175 +frame:2.69e+06 wall_t:1237 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:0.5472 +2026-01-08 11:12:38 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1240.89 total_reward_ma:1209.53 loss:0.00197 fps:2176 +frame:2.70e+06 wall_t:1241 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:0.6277 +2026-01-08 11:12:42 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1280.16 total_reward_ma:1210.63 loss:0.01446 fps:2177 +frame:2.71e+06 wall_t:1245 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:0.7253 +2026-01-08 11:12:47 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1317.54 total_reward_ma:1212.70 loss:0.008594 fps:2178 +frame:2.72e+06 wall_t:1249 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:0.5749 +2026-01-08 11:12:51 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1342.63 total_reward_ma:1215.20 loss:0.007535 fps:2177 +frame:2.73e+06 wall_t:1254 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:0.5724 +2026-01-08 11:12:55 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1335.49 total_reward_ma:1217.27 loss:0.001853 fps:2178 +frame:2.74e+06 wall_t:1258 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:0.5276 +2026-01-08 11:12:59 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1306.30 total_reward_ma:1218.83 loss:0.0006055 fps:2179 +frame:2.75e+06 wall_t:1262 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:0.6556 +2026-01-08 11:13:04 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1336.33 total_reward_ma:1220.56 loss:-0.007227 fps:2180 +frame:2.76e+06 wall_t:1266 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:0.58 +2026-01-08 11:13:08 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1317.01 total_reward_ma:1221.84 loss:0.01361 fps:2179 +frame:2.77e+06 wall_t:1271 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:0.5237 +2026-01-08 11:13:12 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1319.32 total_reward_ma:1222.89 loss:0.01042 fps:2180 +frame:2.78e+06 wall_t:1275 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:0.5813 +2026-01-08 11:13:16 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1292.86 total_reward_ma:1223.91 loss:0.01065 fps:2181 +frame:2.79e+06 wall_t:1279 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:0.5315 +2026-01-08 11:13:20 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1264.72 total_reward_ma:1224.85 loss:0.007756 fps:2182 +frame:2.80e+06 wall_t:1283 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:0.5124 +2026-01-08 11:13:25 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1234.48 total_reward_ma:1225.69 loss:-0.005447 fps:2183 +frame:2.81e+06 wall_t:1287 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:0.5823 +2026-01-08 11:13:28 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1210.96 total_reward_ma:1226.16 loss:0.007121 fps:2184 +frame:2.82e+06 wall_t:1291 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:0.5495 +2026-01-08 11:13:32 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1207.60 total_reward_ma:1226.70 loss:0.0003226 fps:2185 +frame:2.83e+06 wall_t:1295 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:0.6106 +2026-01-08 11:13:36 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1227.13 total_reward_ma:1227.32 loss:0.01545 fps:2186 +frame:2.84e+06 wall_t:1299 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:0.5756 +2026-01-08 11:13:41 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1286.87 total_reward_ma:1228.91 loss:-0.002901 fps:2186 +frame:2.85e+06 wall_t:1304 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:0.6352 +2026-01-08 11:13:46 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1296.95 total_reward_ma:1230.89 loss:-0.002997 fps:2185 +frame:2.86e+06 wall_t:1309 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:0.515 +2026-01-08 11:13:51 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1264.40 total_reward_ma:1232.41 loss:0.01581 fps:2184 +frame:2.87e+06 wall_t:1314 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:0.5359 +2026-01-08 11:13:55 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1240.25 total_reward_ma:1234.07 loss:-4.197e-05 fps:2185 +frame:2.88e+06 wall_t:1318 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:0.6536 +2026-01-08 11:13:59 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1240.46 total_reward_ma:1235.57 loss:0.003602 fps:2186 +frame:2.89e+06 wall_t:1322 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:0.6163 +2026-01-08 11:14:04 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1247.39 total_reward_ma:1237.18 loss:-0.002542 fps:2187 +frame:2.90e+06 wall_t:1326 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:0.6549 +2026-01-08 11:14:08 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1304.93 total_reward_ma:1238.80 loss:0.0274 fps:2188 +frame:2.91e+06 wall_t:1330 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:0.721 +2026-01-08 11:14:12 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1315.85 total_reward_ma:1240.23 loss:0.007059 fps:2187 +frame:2.92e+06 wall_t:1335 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:0.5966 +2026-01-08 11:14:16 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1318.79 total_reward_ma:1241.65 loss:-0.003418 fps:2188 +frame:2.93e+06 wall_t:1339 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:0.4821 +2026-01-08 11:14:22 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1310.18 total_reward_ma:1242.91 loss:0.009131 fps:2188 +frame:2.94e+06 wall_t:1344 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:0.6061 +2026-01-08 11:14:26 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1299.37 total_reward_ma:1244.23 loss:0.007903 fps:2187 +frame:2.95e+06 wall_t:1349 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:0.6775 +2026-01-08 11:14:30 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1259.79 total_reward_ma:1245.07 loss:0.002804 fps:2188 +frame:2.96e+06 wall_t:1353 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:0.5895 +2026-01-08 11:14:35 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1272.60 total_reward_ma:1246.07 loss:0.01607 fps:2187 +frame:2.97e+06 wall_t:1358 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:0.6615 +2026-01-08 11:14:39 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1266.09 total_reward_ma:1247.20 loss:-0.004881 fps:2188 +frame:2.98e+06 wall_t:1362 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:0.5997 +2026-01-08 11:14:43 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1282.57 total_reward_ma:1248.30 loss:0.0006746 fps:2189 +frame:2.99e+06 wall_t:1366 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:0.5793 +2026-01-08 11:14:48 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1310.08 total_reward_ma:1249.21 loss:0.0009358 fps:2188 +frame:3.00e+06 wall_t:1371 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:0.6098 +2026-01-08 11:14:53 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1308.19 total_reward_ma:1250.06 loss:0.003096 fps:2188 +frame:3.01e+06 wall_t:1376 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:0.5772 +2026-01-08 11:14:57 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1342.42 total_reward_ma:1251.68 loss:0.009438 fps:2188 +frame:3.02e+06 wall_t:1380 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:0.5112 +2026-01-08 11:15:01 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1363.42 total_reward_ma:1253.25 loss:0.01519 fps:2189 +frame:3.03e+06 wall_t:1384 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:0.5325 +2026-01-08 11:15:05 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1360.06 total_reward_ma:1254.40 loss:0.0007721 fps:2190 +frame:3.04e+06 wall_t:1388 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:0.5763 +2026-01-08 11:15:10 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1355.12 total_reward_ma:1255.47 loss:0.00601 fps:2191 +frame:3.05e+06 wall_t:1392 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:0.5158 +2026-01-08 11:15:14 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1338.11 total_reward_ma:1256.24 loss:0.01615 fps:2190 +frame:3.06e+06 wall_t:1397 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:0.585 +2026-01-08 11:15:18 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1330.34 total_reward_ma:1256.57 loss:0.02202 fps:2191 +frame:3.07e+06 wall_t:1401 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:0.6765 +2026-01-08 11:15:22 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1322.78 total_reward_ma:1256.71 loss:0.007595 fps:2192 +frame:3.08e+06 wall_t:1405 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:0.5375 +2026-01-08 11:15:26 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1287.50 total_reward_ma:1256.29 loss:0.002647 fps:2193 +frame:3.09e+06 wall_t:1409 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:0.5626 +2026-01-08 11:15:30 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1302.09 total_reward_ma:1255.75 loss:-0.001005 fps:2194 +frame:3.10e+06 wall_t:1413 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:0.5444 +2026-01-08 11:15:35 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1277.84 total_reward_ma:1254.89 loss:0.007113 fps:2195 +frame:3.11e+06 wall_t:1417 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:0.6507 +2026-01-08 11:15:39 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1249.49 total_reward_ma:1254.03 loss:0.006526 fps:2194 +frame:3.12e+06 wall_t:1422 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:0.6457 +2026-01-08 11:15:44 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1216.41 total_reward_ma:1252.99 loss:0.0153 fps:2193 +frame:3.13e+06 wall_t:1427 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:0.6176 +2026-01-08 11:15:48 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1199.60 total_reward_ma:1251.90 loss:0.001808 fps:2194 +frame:3.14e+06 wall_t:1431 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:0.611 +2026-01-08 11:15:53 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1232.88 total_reward_ma:1251.51 loss:0.00717 fps:2194 +frame:3.15e+06 wall_t:1436 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:0.5705 +2026-01-08 11:15:57 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1212.62 total_reward_ma:1250.91 loss:0.0237 fps:2196 +frame:3.16e+06 wall_t:1439 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:0.6193 +2026-01-08 11:16:01 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1179.86 total_reward_ma:1250.09 loss:0.02703 fps:2195 +frame:3.17e+06 wall_t:1444 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:0.5657 +2026-01-08 11:16:06 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1200.02 total_reward_ma:1249.96 loss:0.00224 fps:2195 +frame:3.18e+06 wall_t:1449 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:0.5572 +2026-01-08 11:16:10 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1185.73 total_reward_ma:1249.33 loss:0.003537 fps:2195 +frame:3.19e+06 wall_t:1453 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:0.6285 +2026-01-08 11:16:15 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1185.21 total_reward_ma:1248.75 loss:0.008575 fps:2195 +frame:3.20e+06 wall_t:1458 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:0.5717 +2026-01-08 11:16:19 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1174.29 total_reward_ma:1248.12 loss:0.02155 fps:2196 +frame:3.21e+06 wall_t:1462 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:0.6301 +2026-01-08 11:16:23 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1220.48 total_reward_ma:1247.94 loss:0.01654 fps:2196 +frame:3.22e+06 wall_t:1466 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:0.7249 +2026-01-08 11:16:28 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1224.89 total_reward_ma:1247.94 loss:0.01161 fps:2197 +frame:3.23e+06 wall_t:1470 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:0.6049 +2026-01-08 11:16:32 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1250.94 total_reward_ma:1248.01 loss:-0.0005086 fps:2197 +frame:3.24e+06 wall_t:1475 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:0.5351 +2026-01-08 11:16:36 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1237.29 total_reward_ma:1247.82 loss:0.02181 fps:2197 +frame:3.25e+06 wall_t:1479 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:0.6251 +2026-01-08 11:16:40 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1235.61 total_reward_ma:1247.49 loss:0.006889 fps:2198 +frame:3.26e+06 wall_t:1483 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:0.6238 +2026-01-08 11:16:44 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1258.19 total_reward_ma:1247.48 loss:-0.007419 fps:2199 +frame:3.27e+06 wall_t:1487 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:0.4962 +2026-01-08 11:16:48 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1305.43 total_reward_ma:1248.28 loss:0.0134 fps:2200 +frame:3.28e+06 wall_t:1491 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:0.5526 +2026-01-08 11:16:51 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1313.41 total_reward_ma:1249.31 loss:0.009101 fps:2202 +frame:3.29e+06 wall_t:1494 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:0.5556 +2026-01-08 11:16:55 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1308.37 total_reward_ma:1250.59 loss:0.02982 fps:2203 +frame:3.30e+06 wall_t:1498 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:0.6032 +2026-01-08 11:16:59 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1355.94 total_reward_ma:1252.39 loss:0.006367 fps:2205 +frame:3.31e+06 wall_t:1501 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:0.5455 +2026-01-08 11:17:02 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1325.49 total_reward_ma:1253.90 loss:0.0111 fps:2206 +frame:3.32e+06 wall_t:1505 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:0.5773 +2026-01-08 11:17:06 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1292.31 total_reward_ma:1254.81 loss:0.01661 fps:2207 +frame:3.33e+06 wall_t:1509 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:0.6055 +2026-01-08 11:17:09 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1309.85 total_reward_ma:1255.88 loss:0.009125 fps:2209 +frame:3.34e+06 wall_t:1512 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:0.559 +2026-01-08 11:17:13 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1307.44 total_reward_ma:1257.14 loss:0.0009729 fps:2211 +frame:3.35e+06 wall_t:1515 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:0.5559 +2026-01-08 11:17:17 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1283.92 total_reward_ma:1258.41 loss:-0.002911 fps:2212 +frame:3.36e+06 wall_t:1519 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:0.5734 +2026-01-08 11:17:20 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1303.24 total_reward_ma:1259.87 loss:0.01148 fps:2213 +frame:3.37e+06 wall_t:1523 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:0.6949 +2026-01-08 11:17:24 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1297.57 total_reward_ma:1261.12 loss:0.01666 fps:2213 +frame:3.38e+06 wall_t:1527 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:0.6194 +2026-01-08 11:17:28 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1268.81 total_reward_ma:1262.13 loss:-0.00821 fps:2216 +frame:3.39e+06 wall_t:1530 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:0.5439 +2026-01-08 11:17:31 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1261.88 total_reward_ma:1262.91 loss:0.009181 fps:2216 +frame:3.40e+06 wall_t:1534 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:0.6249 +2026-01-08 11:17:35 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1260.30 total_reward_ma:1263.54 loss:0.01017 fps:2219 +frame:3.41e+06 wall_t:1537 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:0.5802 +2026-01-08 11:17:38 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1269.02 total_reward_ma:1263.51 loss:7.737e-05 fps:2219 +frame:3.42e+06 wall_t:1541 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:0.5701 +2026-01-08 11:17:42 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1258.94 total_reward_ma:1262.94 loss:0.01258 fps:2222 +frame:3.43e+06 wall_t:1544 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:0.5654 +2026-01-08 11:17:46 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1269.65 total_reward_ma:1262.57 loss:0.005699 fps:2221 +frame:3.44e+06 wall_t:1549 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:0.6145 +2026-01-08 11:17:51 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1320.15 total_reward_ma:1262.84 loss:0.002305 fps:2220 +frame:3.45e+06 wall_t:1554 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:0.5835 +2026-01-08 11:17:56 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1316.48 total_reward_ma:1263.34 loss:0.0001079 fps:2219 +frame:3.46e+06 wall_t:1559 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:0.5993 +2026-01-08 11:18:01 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1290.65 total_reward_ma:1263.57 loss:0.01867 fps:2219 +frame:3.47e+06 wall_t:1564 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:0.6069 +2026-01-08 11:18:05 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1357.85 total_reward_ma:1264.41 loss:0.00639 fps:2219 +frame:3.48e+06 wall_t:1568 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:0.5691 +2026-01-08 11:18:10 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1332.02 total_reward_ma:1264.76 loss:0.005609 fps:2219 +frame:3.49e+06 wall_t:1573 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:0.6333 +2026-01-08 11:18:14 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1362.57 total_reward_ma:1265.56 loss:0.01001 fps:2219 +frame:3.50e+06 wall_t:1577 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:0.625 +2026-01-08 11:18:18 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1351.44 total_reward_ma:1266.21 loss:0.01499 fps:2220 +frame:3.51e+06 wall_t:1581 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:0.5983 +2026-01-08 11:18:23 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1377.06 total_reward_ma:1267.73 loss:0.0244 fps:2219 +frame:3.52e+06 wall_t:1586 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:0.6031 +2026-01-08 11:18:28 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1370.66 total_reward_ma:1269.83 loss:0.008533 fps:2219 +frame:3.53e+06 wall_t:1591 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:0.592 +2026-01-08 11:18:33 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1320.47 total_reward_ma:1271.37 loss:0.004976 fps:2218 +frame:3.54e+06 wall_t:1596 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:0.5978 +2026-01-08 11:18:38 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1361.63 total_reward_ma:1273.35 loss:0.01809 fps:2219 +frame:3.55e+06 wall_t:1600 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:0.6109 +2026-01-08 11:18:43 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1316.90 total_reward_ma:1274.96 loss:0.0167 fps:2217 +frame:3.56e+06 wall_t:1606 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:0.6557 +2026-01-08 11:18:47 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1324.25 total_reward_ma:1276.52 loss:0.006567 fps:2217 +frame:3.57e+06 wall_t:1610 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:0.6273 +2026-01-08 11:18:51 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1346.19 total_reward_ma:1278.12 loss:0.004297 fps:2218 +frame:3.58e+06 wall_t:1614 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:0.5545 +2026-01-08 11:18:54 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1325.50 total_reward_ma:1279.56 loss:0.003573 fps:2220 +frame:3.59e+06 wall_t:1617 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:0.571 +2026-01-08 11:18:58 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1318.15 total_reward_ma:1280.89 loss:0.001864 fps:2221 +frame:3.60e+06 wall_t:1621 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:0.6321 +2026-01-08 11:19:01 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1296.84 total_reward_ma:1281.96 loss:0.0125 fps:2223 +frame:3.61e+06 wall_t:1624 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:0.6105 +2026-01-08 11:19:06 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1294.74 total_reward_ma:1283.03 loss:0.01368 fps:2224 +frame:3.62e+06 wall_t:1628 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:0.5958 +2026-01-08 11:19:09 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1309.02 total_reward_ma:1284.03 loss:0.007141 fps:2224 +frame:3.63e+06 wall_t:1632 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:0.6339 +2026-01-08 11:19:13 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1316.37 total_reward_ma:1285.08 loss:0.009761 fps:2226 +frame:3.64e+06 wall_t:1635 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:0.5671 +2026-01-08 11:19:16 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1350.60 total_reward_ma:1286.81 loss:0.004149 fps:2227 +frame:3.65e+06 wall_t:1639 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:0.5681 +2026-01-08 11:19:20 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1373.49 total_reward_ma:1288.64 loss:0.001724 fps:2228 +frame:3.66e+06 wall_t:1643 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:0.557 +2026-01-08 11:19:23 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1378.00 total_reward_ma:1290.14 loss:0.02049 fps:2230 +frame:3.67e+06 wall_t:1646 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:0.5884 +2026-01-08 11:19:27 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1419.37 total_reward_ma:1291.75 loss:0.01335 fps:2230 +frame:3.68e+06 wall_t:1650 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:0.5993 +2026-01-08 11:19:31 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1429.55 total_reward_ma:1293.53 loss:0.01385 fps:2232 +frame:3.69e+06 wall_t:1653 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:0.5802 +2026-01-08 11:19:34 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1402.57 total_reward_ma:1295.15 loss:0.002549 fps:2233 +frame:3.70e+06 wall_t:1657 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:0.6689 +2026-01-08 11:19:38 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1379.47 total_reward_ma:1296.14 loss:0.003565 fps:2235 +frame:3.71e+06 wall_t:1660 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:0.6261 +2026-01-08 11:19:41 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1428.19 total_reward_ma:1297.25 loss:0.0007069 fps:2236 +frame:3.72e+06 wall_t:1664 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:0.596 +2026-01-08 11:19:45 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1398.58 total_reward_ma:1297.80 loss:0.002086 fps:2238 +frame:3.73e+06 wall_t:1667 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:0.5795 +2026-01-08 11:19:48 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1373.37 total_reward_ma:1298.18 loss:-0.002151 fps:2238 +frame:3.74e+06 wall_t:1671 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:0.4734 +2026-01-08 11:19:52 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1362.24 total_reward_ma:1298.74 loss:0.007381 fps:2240 +frame:3.75e+06 wall_t:1674 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:0.5767 +2026-01-08 11:19:55 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1383.55 total_reward_ma:1299.22 loss:0.009422 fps:2241 +frame:3.76e+06 wall_t:1678 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:0.6014 +2026-01-08 11:19:58 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1418.62 total_reward_ma:1300.23 loss:0.01083 fps:2243 +frame:3.77e+06 wall_t:1681 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:0.6281 +2026-01-08 11:20:02 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1424.60 total_reward_ma:1301.28 loss:-0.004271 fps:2243 +frame:3.78e+06 wall_t:1685 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:0.5779 +2026-01-08 11:20:06 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1370.32 total_reward_ma:1302.06 loss:0.0001143 fps:2245 +frame:3.79e+06 wall_t:1688 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:0.6585 +2026-01-08 11:20:09 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1411.69 total_reward_ma:1303.53 loss:0.003642 fps:2246 +frame:3.80e+06 wall_t:1692 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:0.6363 +2026-01-08 11:20:13 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1378.30 total_reward_ma:1304.97 loss:0.01333 fps:2246 +frame:3.81e+06 wall_t:1696 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:0.5591 +2026-01-08 11:20:16 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1394.57 total_reward_ma:1306.80 loss:0.002049 fps:2248 +frame:3.82e+06 wall_t:1699 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:0.5855 +2026-01-08 11:20:20 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1401.70 total_reward_ma:1308.74 loss:0.008901 fps:2249 +frame:3.83e+06 wall_t:1703 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:0.5884 +2026-01-08 11:20:24 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1385.22 total_reward_ma:1310.32 loss:0.002149 fps:2251 +frame:3.84e+06 wall_t:1706 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:0.6016 +2026-01-08 11:20:27 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1416.72 total_reward_ma:1311.62 loss:0.02161 fps:2251 +frame:3.85e+06 wall_t:1710 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:0.6298 +2026-01-08 11:20:30 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1392.99 total_reward_ma:1312.58 loss:0.003227 fps:2253 +frame:3.86e+06 wall_t:1713 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:0.6233 +2026-01-08 11:20:34 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1425.23 total_reward_ma:1314.19 loss:0.003124 fps:2254 +frame:3.87e+06 wall_t:1717 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:0.5824 +2026-01-08 11:20:38 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1425.55 total_reward_ma:1316.04 loss:0.03025 fps:2255 +frame:3.88e+06 wall_t:1721 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:0.491 +2026-01-08 11:20:42 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1388.90 total_reward_ma:1317.53 loss:0.02244 fps:2255 +frame:3.89e+06 wall_t:1725 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:0.5261 +2026-01-08 11:20:46 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1378.91 total_reward_ma:1318.84 loss:0.01812 fps:2257 +frame:3.90e+06 wall_t:1728 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:0.5925 +2026-01-08 11:20:49 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1342.78 total_reward_ma:1319.22 loss:-0.002189 fps:2258 +frame:3.91e+06 wall_t:1732 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:0.5455 +2026-01-08 11:20:53 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1315.27 total_reward_ma:1319.22 loss:0.001421 fps:2259 +frame:3.92e+06 wall_t:1735 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:0.5269 +2026-01-08 11:20:56 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1299.83 total_reward_ma:1319.03 loss:0.01535 fps:2261 +frame:3.93e+06 wall_t:1738 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:0.6406 +2026-01-08 11:20:59 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1296.69 total_reward_ma:1318.89 loss:0.01818 fps:2262 +frame:3.94e+06 wall_t:1742 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:0.5807 +2026-01-08 11:21:03 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1295.53 total_reward_ma:1318.85 loss:0.008963 fps:2262 +frame:3.95e+06 wall_t:1746 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:0.5504 +2026-01-08 11:21:06 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1272.62 total_reward_ma:1318.98 loss:-0.0004089 fps:2264 +frame:3.96e+06 wall_t:1749 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:0.523 +2026-01-08 11:21:10 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1272.83 total_reward_ma:1318.98 loss:-0.004111 fps:2265 +frame:3.97e+06 wall_t:1753 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:0.4906 +2026-01-08 11:21:13 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1231.86 total_reward_ma:1318.64 loss:0.01331 fps:2267 +frame:3.98e+06 wall_t:1756 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:0.5378 +2026-01-08 11:21:17 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1225.65 total_reward_ma:1318.07 loss:0.01311 fps:2267 +frame:3.99e+06 wall_t:1760 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:0.6357 +2026-01-08 11:21:21 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1236.78 total_reward_ma:1317.34 loss:0.007611 fps:2268 +frame:4.00e+06 wall_t:1764 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:0.5838 +2026-01-08 11:21:25 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1260.00 total_reward_ma:1316.86 loss:0.002317 fps:2269 +frame:4.01e+06 wall_t:1767 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:0.5185 +2026-01-08 11:21:28 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1282.90 total_reward_ma:1316.26 loss:0.011 fps:2271 +frame:4.02e+06 wall_t:1770 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:0.5736 +2026-01-08 11:21:31 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1275.45 total_reward_ma:1315.38 loss:0.001992 fps:2272 +frame:4.03e+06 wall_t:1774 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:0.6188 +2026-01-08 11:21:35 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1278.28 total_reward_ma:1314.57 loss:0.01614 fps:2272 +frame:4.04e+06 wall_t:1778 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:0.618 +2026-01-08 11:21:38 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1296.23 total_reward_ma:1313.98 loss:-0.007671 fps:2274 +frame:4.05e+06 wall_t:1781 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:0.4874 +2026-01-08 11:21:42 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1288.67 total_reward_ma:1313.48 loss:0.0187 fps:2275 +frame:4.06e+06 wall_t:1785 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:0.5601 +2026-01-08 11:21:46 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1333.09 total_reward_ma:1313.51 loss:0.01179 fps:2276 +frame:4.07e+06 wall_t:1788 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:0.5359 +2026-01-08 11:21:49 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1347.81 total_reward_ma:1313.76 loss:0.01249 fps:2277 +frame:4.08e+06 wall_t:1792 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:0.5791 +2026-01-08 11:21:53 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1391.81 total_reward_ma:1314.80 loss:0.03771 fps:2277 +frame:4.09e+06 wall_t:1796 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:0.5865 +2026-01-08 11:21:56 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1406.21 total_reward_ma:1315.84 loss:0.0173 fps:2279 +frame:4.10e+06 wall_t:1799 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:0.6575 +2026-01-08 11:21:59 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1405.17 total_reward_ma:1317.12 loss:0.01665 fps:2281 +frame:4.11e+06 wall_t:1802 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:0.6045 +2026-01-08 11:22:03 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1389.41 total_reward_ma:1318.52 loss:-0.00511 fps:2281 +frame:4.12e+06 wall_t:1806 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:0.55 +2026-01-08 11:22:06 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1359.60 total_reward_ma:1319.95 loss:-0.001324 fps:2283 +frame:4.13e+06 wall_t:1809 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:0.5794 +2026-01-08 11:22:10 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1352.36 total_reward_ma:1321.48 loss:0.009378 fps:2284 +frame:4.14e+06 wall_t:1813 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:0.5588 +2026-01-08 11:22:14 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1377.77 total_reward_ma:1322.93 loss:0.006978 fps:2285 +frame:4.15e+06 wall_t:1816 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:0.6826 +2026-01-08 11:22:17 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1391.01 total_reward_ma:1324.71 loss:0.004726 fps:2286 +frame:4.16e+06 wall_t:1820 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:0.5686 +2026-01-08 11:22:21 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1416.84 total_reward_ma:1327.08 loss:0.006627 fps:2286 +frame:4.17e+06 wall_t:1824 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:0.5706 +2026-01-08 11:22:25 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1396.05 total_reward_ma:1329.04 loss:0.002195 fps:2288 +frame:4.18e+06 wall_t:1827 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:0.6229 +2026-01-08 11:22:28 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1361.60 total_reward_ma:1330.80 loss:0.006161 fps:2288 +frame:4.19e+06 wall_t:1831 t:261875 epi:nan +opt_step:65440 lr:0.0001453 clip_eps:0.1 entropy:0.5849 +2026-01-08 11:22:32 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1359.39 total_reward_ma:1332.54 loss:0.007772 fps:2290 +frame:4.20e+06 wall_t:1834 t:262500 epi:nan +opt_step:65600 lr:0.000145 clip_eps:0.1 entropy:0.6783 +2026-01-08 11:22:35 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1347.94 total_reward_ma:1334.28 loss:0.001158 fps:2291 +frame:4.21e+06 wall_t:1838 t:263125 epi:nan +opt_step:65760 lr:0.0001448 clip_eps:0.1 entropy:0.544 +2026-01-08 11:22:39 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1352.24 total_reward_ma:1335.59 loss:0.002771 fps:2292 +frame:4.22e+06 wall_t:1841 t:263750 epi:nan +opt_step:65920 lr:0.0001445 clip_eps:0.1 entropy:0.5801 +2026-01-08 11:22:42 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1364.40 total_reward_ma:1336.99 loss:0.009872 fps:2293 +frame:4.23e+06 wall_t:1845 t:264375 epi:nan +opt_step:66080 lr:0.0001443 clip_eps:0.1 entropy:0.5488 +2026-01-08 11:22:45 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1367.45 total_reward_ma:1338.15 loss:0.0211 fps:2294 +frame:4.24e+06 wall_t:1848 t:265000 epi:nan +opt_step:66240 lr:0.000144 clip_eps:0.1 entropy:0.5736 +2026-01-08 11:22:49 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1387.28 total_reward_ma:1339.65 loss:0.01487 fps:2295 +frame:4.25e+06 wall_t:1852 t:265625 epi:nan +opt_step:66400 lr:0.0001438 clip_eps:0.1 entropy:0.6101 +2026-01-08 11:22:53 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1382.11 total_reward_ma:1341.12 loss:-0.007926 fps:2295 +frame:4.26e+06 wall_t:1856 t:266250 epi:nan +opt_step:66560 lr:0.0001435 clip_eps:0.1 entropy:0.598 +2026-01-08 11:22:56 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1411.29 total_reward_ma:1342.65 loss:0.0008214 fps:2297 +frame:4.27e+06 wall_t:1859 t:266875 epi:nan +opt_step:66688 lr:0.0001433 clip_eps:0.1 entropy:0.5311 +2026-01-08 11:22:59 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1442.26 total_reward_ma:1344.02 loss:0.01628 fps:2299 +frame:4.28e+06 wall_t:1862 t:267500 epi:nan +opt_step:66848 lr:0.000143 clip_eps:0.1 entropy:0.57 +2026-01-08 11:23:03 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1378.63 total_reward_ma:1344.67 loss:0.02061 fps:2300 +frame:4.29e+06 wall_t:1865 t:268125 epi:nan +opt_step:67008 lr:0.0001428 clip_eps:0.1 entropy:0.6365 +2026-01-08 11:23:06 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1387.65 total_reward_ma:1345.46 loss:0.01033 fps:2301 +frame:4.30e+06 wall_t:1869 t:268750 epi:nan +opt_step:67168 lr:0.0001425 clip_eps:0.1 entropy:0.5677 +2026-01-08 11:23:10 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1367.81 total_reward_ma:1345.58 loss:-0.004252 fps:2301 +frame:4.31e+06 wall_t:1873 t:269375 epi:nan +opt_step:67328 lr:0.0001423 clip_eps:0.1 entropy:0.5088 +2026-01-08 11:23:14 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1392.46 total_reward_ma:1346.25 loss:0.01371 fps:2302 +frame:4.32e+06 wall_t:1877 t:270000 epi:nan +opt_step:67488 lr:0.000142 clip_eps:0.1 entropy:0.5881 +2026-01-08 11:23:17 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1395.93 total_reward_ma:1347.29 loss:-0.001089 fps:2303 +frame:4.33e+06 wall_t:1880 t:270625 epi:nan +opt_step:67648 lr:0.0001418 clip_eps:0.1 entropy:0.5785 +2026-01-08 11:23:21 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1397.81 total_reward_ma:1348.17 loss:0.005744 fps:2304 +frame:4.34e+06 wall_t:1884 t:271250 epi:nan +opt_step:67808 lr:0.0001415 clip_eps:0.1 entropy:0.5144 +2026-01-08 11:23:24 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1420.09 total_reward_ma:1349.29 loss:0.01384 fps:2305 +frame:4.35e+06 wall_t:1887 t:271875 epi:nan +opt_step:67968 lr:0.0001413 clip_eps:0.1 entropy:0.4514 +2026-01-08 11:23:27 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1402.45 total_reward_ma:1350.48 loss:0.005464 fps:2307 +frame:4.36e+06 wall_t:1890 t:272500 epi:nan +opt_step:68096 lr:0.000141 clip_eps:0.1 entropy:0.5963 +2026-01-08 11:23:31 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1390.26 total_reward_ma:1351.35 loss:0.003438 fps:2309 +frame:4.37e+06 wall_t:1893 t:273125 epi:nan +opt_step:68256 lr:0.0001408 clip_eps:0.1 entropy:0.6 +2026-01-08 11:23:34 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1392.37 total_reward_ma:1352.30 loss:-0.0005042 fps:2309 +frame:4.38e+06 wall_t:1897 t:273750 epi:nan +opt_step:68416 lr:0.0001405 clip_eps:0.1 entropy:0.5733 +2026-01-08 11:23:38 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1438.33 total_reward_ma:1353.99 loss:-0.004305 fps:2309 +frame:4.39e+06 wall_t:1901 t:274375 epi:nan +opt_step:68576 lr:0.0001403 clip_eps:0.1 entropy:0.6102 +2026-01-08 11:23:41 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1435.27 total_reward_ma:1355.73 loss:0.01119 fps:2311 +frame:4.40e+06 wall_t:1904 t:275000 epi:nan +opt_step:68736 lr:0.00014 clip_eps:0.1 entropy:0.6352 +2026-01-08 11:23:45 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1444.61 total_reward_ma:1357.57 loss:0.002294 fps:2311 +frame:4.41e+06 wall_t:1908 t:275625 epi:nan +opt_step:68896 lr:0.0001398 clip_eps:0.1 entropy:0.6476 +2026-01-08 11:23:48 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1477.96 total_reward_ma:1359.66 loss:0.008615 fps:2313 +frame:4.42e+06 wall_t:1911 t:276250 epi:nan +opt_step:69056 lr:0.0001395 clip_eps:0.1 entropy:0.6445 +2026-01-08 11:23:52 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1500.63 total_reward_ma:1362.08 loss:0.001757 fps:2315 +frame:4.43e+06 wall_t:1914 t:276875 epi:nan +opt_step:69216 lr:0.0001393 clip_eps:0.1 entropy:0.5403 +2026-01-08 11:23:55 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1566.52 total_reward_ma:1365.04 loss:0.02042 fps:2315 +frame:4.44e+06 wall_t:1918 t:277500 epi:nan +opt_step:69344 lr:0.000139 clip_eps:0.1 entropy:0.5581 +2026-01-08 11:23:58 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1572.92 total_reward_ma:1367.57 loss:0.01948 fps:2317 +frame:4.45e+06 wall_t:1921 t:278125 epi:nan +opt_step:69504 lr:0.0001388 clip_eps:0.1 entropy:0.5836 +2026-01-08 11:24:02 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1625.06 total_reward_ma:1370.66 loss:0.02371 fps:2317 +frame:4.46e+06 wall_t:1925 t:278750 epi:nan +opt_step:69664 lr:0.0001385 clip_eps:0.1 entropy:0.5682 +2026-01-08 11:24:05 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1578.94 total_reward_ma:1373.54 loss:0.04415 fps:2318 +frame:4.47e+06 wall_t:1928 t:279375 epi:nan +opt_step:69824 lr:0.0001383 clip_eps:0.1 entropy:0.5869 +2026-01-08 11:24:09 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1595.18 total_reward_ma:1375.91 loss:0.001135 fps:2319 +frame:4.48e+06 wall_t:1932 t:280000 epi:nan +opt_step:69984 lr:0.000138 clip_eps:0.1 entropy:0.567 +2026-01-08 11:24:12 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1567.66 total_reward_ma:1378.27 loss:-0.01025 fps:2320 +frame:4.49e+06 wall_t:1935 t:280625 epi:nan +opt_step:70144 lr:0.0001378 clip_eps:0.1 entropy:0.5119 +2026-01-08 11:24:16 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1600.19 total_reward_ma:1380.65 loss:0.01054 fps:2321 +frame:4.50e+06 wall_t:1939 t:281250 epi:nan +opt_step:70304 lr:0.0001375 clip_eps:0.1 entropy:0.6009 +2026-01-08 11:24:20 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1664.34 total_reward_ma:1383.78 loss:0.01658 fps:2322 +frame:4.51e+06 wall_t:1942 t:281875 epi:nan +opt_step:70464 lr:0.0001373 clip_eps:0.1 entropy:0.5306 +2026-01-08 11:24:23 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1652.27 total_reward_ma:1386.53 loss:-0.002652 fps:2323 +frame:4.52e+06 wall_t:1946 t:282500 epi:nan +opt_step:70624 lr:0.000137 clip_eps:0.1 entropy:0.5234 +2026-01-08 11:24:27 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1595.79 total_reward_ma:1388.78 loss:0.01178 fps:2324 +frame:4.53e+06 wall_t:1949 t:283125 epi:nan +opt_step:70752 lr:0.0001368 clip_eps:0.1 entropy:0.5508 +2026-01-08 11:24:30 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1601.67 total_reward_ma:1391.59 loss:0.003621 fps:2325 +frame:4.54e+06 wall_t:1953 t:283750 epi:nan +opt_step:70912 lr:0.0001365 clip_eps:0.1 entropy:0.5705 +2026-01-08 11:24:33 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1590.63 total_reward_ma:1393.88 loss:0.003958 fps:2326 +frame:4.55e+06 wall_t:1956 t:284375 epi:nan +opt_step:71072 lr:0.0001363 clip_eps:0.1 entropy:0.5973 +2026-01-08 11:24:37 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1613.42 total_reward_ma:1396.85 loss:0.02206 fps:2327 +frame:4.56e+06 wall_t:1960 t:285000 epi:nan +opt_step:71232 lr:0.000136 clip_eps:0.1 entropy:0.6087 +2026-01-08 11:24:41 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1632.34 total_reward_ma:1399.93 loss:-0.001986 fps:2328 +frame:4.57e+06 wall_t:1963 t:285625 epi:nan +opt_step:71392 lr:0.0001358 clip_eps:0.1 entropy:0.5354 +2026-01-08 11:24:44 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1629.95 total_reward_ma:1402.77 loss:0.01024 fps:2328 +frame:4.58e+06 wall_t:1967 t:286250 epi:nan +opt_step:71552 lr:0.0001355 clip_eps:0.1 entropy:0.5668 +2026-01-08 11:24:48 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1683.60 total_reward_ma:1406.35 loss:0.004777 fps:2330 +frame:4.59e+06 wall_t:1970 t:286875 epi:nan +opt_step:71712 lr:0.0001353 clip_eps:0.1 entropy:0.5533 +2026-01-08 11:24:51 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1708.38 total_reward_ma:1410.25 loss:0.01225 fps:2330 +frame:4.60e+06 wall_t:1974 t:287500 epi:nan +opt_step:71872 lr:0.000135 clip_eps:0.1 entropy:0.6089 +2026-01-08 11:24:54 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1702.31 total_reward_ma:1414.30 loss:-0.000798 fps:2332 +frame:4.61e+06 wall_t:1977 t:288125 epi:nan +opt_step:72000 lr:0.0001348 clip_eps:0.1 entropy:0.5094 +2026-01-08 11:24:58 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1706.20 total_reward_ma:1418.42 loss:-0.006148 fps:2332 +frame:4.62e+06 wall_t:1981 t:288750 epi:nan +opt_step:72160 lr:0.0001345 clip_eps:0.1 entropy:0.5535 +2026-01-08 11:25:03 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1807.40 total_reward_ma:1423.40 loss:0.03845 fps:2331 +frame:4.63e+06 wall_t:1986 t:289375 epi:nan +opt_step:72320 lr:0.0001343 clip_eps:0.1 entropy:0.5809 +2026-01-08 11:25:07 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1778.83 total_reward_ma:1428.03 loss:-0.007011 fps:2332 +frame:4.64e+06 wall_t:1990 t:290000 epi:nan +opt_step:72480 lr:0.000134 clip_eps:0.1 entropy:0.5588 +2026-01-08 11:25:11 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1837.30 total_reward_ma:1432.89 loss:0.00333 fps:2332 +frame:4.65e+06 wall_t:1994 t:290625 epi:nan +opt_step:72640 lr:0.0001338 clip_eps:0.1 entropy:0.5797 +2026-01-08 11:25:16 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1868.79 total_reward_ma:1437.85 loss:1.638e-05 fps:2332 +frame:4.66e+06 wall_t:1998 t:291250 epi:nan +opt_step:72800 lr:0.0001335 clip_eps:0.1 entropy:0.5115 +2026-01-08 11:25:20 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1875.82 total_reward_ma:1442.82 loss:0.001394 fps:2332 +frame:4.67e+06 wall_t:2003 t:291875 epi:nan +opt_step:72960 lr:0.0001333 clip_eps:0.1 entropy:0.5356 +2026-01-08 11:25:25 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1922.07 total_reward_ma:1447.85 loss:-0.0009011 fps:2332 +frame:4.68e+06 wall_t:2007 t:292500 epi:nan +opt_step:73120 lr:0.000133 clip_eps:0.1 entropy:0.5181 +2026-01-08 11:25:30 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1933.38 total_reward_ma:1452.89 loss:0.01574 fps:2331 +frame:4.69e+06 wall_t:2012 t:293125 epi:nan +opt_step:73280 lr:0.0001328 clip_eps:0.1 entropy:0.6131 +2026-01-08 11:25:34 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1949.27 total_reward_ma:1458.36 loss:0.004049 fps:2330 +frame:4.70e+06 wall_t:2017 t:293750 epi:nan +opt_step:73408 lr:0.0001325 clip_eps:0.1 entropy:0.5417 +2026-01-08 11:25:39 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1951.68 total_reward_ma:1464.08 loss:0.01831 fps:2331 +frame:4.71e+06 wall_t:2021 t:294375 epi:nan +opt_step:73568 lr:0.0001323 clip_eps:0.1 entropy:0.568 +2026-01-08 11:25:43 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1965.83 total_reward_ma:1469.45 loss:0.01041 fps:2330 +frame:4.72e+06 wall_t:2026 t:295000 epi:nan +opt_step:73728 lr:0.000132 clip_eps:0.1 entropy:0.516 +2026-01-08 11:25:47 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1953.85 total_reward_ma:1475.01 loss:0.01007 fps:2330 +frame:4.73e+06 wall_t:2030 t:295625 epi:nan +opt_step:73888 lr:0.0001318 clip_eps:0.1 entropy:0.5216 +2026-01-08 11:25:52 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1944.04 total_reward_ma:1480.71 loss:-0.008957 fps:2329 +frame:4.74e+06 wall_t:2035 t:296250 epi:nan +opt_step:74048 lr:0.0001315 clip_eps:0.1 entropy:0.5194 +2026-01-08 11:25:57 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1940.03 total_reward_ma:1486.49 loss:0.01322 fps:2330 +frame:4.75e+06 wall_t:2039 t:296875 epi:nan +opt_step:74208 lr:0.0001313 clip_eps:0.1 entropy:0.5553 +2026-01-08 11:26:02 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1923.81 total_reward_ma:1491.90 loss:0.01085 fps:2329 +frame:4.76e+06 wall_t:2044 t:297500 epi:nan +opt_step:74368 lr:0.000131 clip_eps:0.1 entropy:0.5533 +2026-01-08 11:26:06 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1926.25 total_reward_ma:1496.97 loss:0.002687 fps:2328 +frame:4.77e+06 wall_t:2049 t:298125 epi:nan +opt_step:74528 lr:0.0001308 clip_eps:0.1 entropy:0.5669 +2026-01-08 11:26:10 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1939.57 total_reward_ma:1502.12 loss:0.02211 fps:2328 +frame:4.78e+06 wall_t:2053 t:298750 epi:nan +opt_step:74656 lr:0.0001306 clip_eps:0.1 entropy:0.5145 +2026-01-08 11:26:15 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1942.15 total_reward_ma:1507.84 loss:0.0106 fps:2329 +frame:4.79e+06 wall_t:2057 t:299375 epi:nan +opt_step:74816 lr:0.0001303 clip_eps:0.1 entropy:0.5353 +2026-01-08 11:26:19 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1919.45 total_reward_ma:1512.92 loss:-0.001424 fps:2328 +frame:4.80e+06 wall_t:2062 t:300000 epi:nan +opt_step:74976 lr:0.00013 clip_eps:0.1 entropy:0.4952 +2026-01-08 11:26:24 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1926.69 total_reward_ma:1518.40 loss:0.01752 fps:2328 +frame:4.81e+06 wall_t:2066 t:300625 epi:nan +opt_step:75136 lr:0.0001298 clip_eps:0.1 entropy:0.5413 +2026-01-08 11:26:28 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1872.98 total_reward_ma:1523.19 loss:0.00685 fps:2327 +frame:4.82e+06 wall_t:2071 t:301250 epi:nan +opt_step:75296 lr:0.0001295 clip_eps:0.1 entropy:0.574 +2026-01-08 11:26:33 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1920.94 total_reward_ma:1528.38 loss:0.008846 fps:2327 +frame:4.83e+06 wall_t:2076 t:301875 epi:nan +opt_step:75456 lr:0.0001293 clip_eps:0.1 entropy:0.5597 +2026-01-08 11:26:38 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1966.90 total_reward_ma:1534.19 loss:0.004823 fps:2326 +frame:4.84e+06 wall_t:2081 t:302500 epi:nan +opt_step:75616 lr:0.000129 clip_eps:0.1 entropy:0.5977 +2026-01-08 11:26:43 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1958.51 total_reward_ma:1539.61 loss:0.006525 fps:2325 +frame:4.85e+06 wall_t:2086 t:303125 epi:nan +opt_step:75776 lr:0.0001288 clip_eps:0.1 entropy:0.5033 +2026-01-08 11:26:48 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:1979.90 total_reward_ma:1545.48 loss:0.001056 fps:2325 +frame:4.86e+06 wall_t:2090 t:303750 epi:nan +opt_step:75936 lr:0.0001285 clip_eps:0.1 entropy:0.539 +2026-01-08 11:26:52 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2021.27 total_reward_ma:1551.44 loss:0.01105 fps:2326 +frame:4.87e+06 wall_t:2094 t:304375 epi:nan +opt_step:76064 lr:0.0001283 clip_eps:0.1 entropy:0.5632 +2026-01-08 11:26:56 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2012.75 total_reward_ma:1557.31 loss:0.006353 fps:2325 +frame:4.88e+06 wall_t:2099 t:305000 epi:nan +opt_step:76224 lr:0.000128 clip_eps:0.1 entropy:0.5649 +2026-01-08 11:27:00 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2032.17 total_reward_ma:1563.75 loss:-0.002095 fps:2325 +frame:4.89e+06 wall_t:2103 t:305625 epi:nan +opt_step:76384 lr:0.0001278 clip_eps:0.1 entropy:0.5121 +2026-01-08 11:27:04 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2100.96 total_reward_ma:1570.97 loss:0.01984 fps:2326 +frame:4.90e+06 wall_t:2107 t:306250 epi:nan +opt_step:76544 lr:0.0001275 clip_eps:0.1 entropy:0.5595 +2026-01-08 11:27:09 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2116.72 total_reward_ma:1578.71 loss:0.00266 fps:2325 +frame:4.91e+06 wall_t:2112 t:306875 epi:nan +opt_step:76704 lr:0.0001273 clip_eps:0.1 entropy:0.5337 +2026-01-08 11:27:13 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2150.99 total_reward_ma:1587.06 loss:0.009959 fps:2325 +frame:4.92e+06 wall_t:2116 t:307500 epi:nan +opt_step:76864 lr:0.000127 clip_eps:0.1 entropy:0.5068 +2026-01-08 11:27:18 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2162.98 total_reward_ma:1595.69 loss:0.01996 fps:2324 +frame:4.93e+06 wall_t:2121 t:308125 epi:nan +opt_step:77024 lr:0.0001268 clip_eps:0.1 entropy:0.5521 +2026-01-08 11:27:22 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2184.71 total_reward_ma:1604.57 loss:0.01737 fps:2325 +frame:4.94e+06 wall_t:2125 t:308750 epi:nan +opt_step:77184 lr:0.0001265 clip_eps:0.1 entropy:0.5465 +2026-01-08 11:27:26 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2223.44 total_reward_ma:1613.85 loss:0.01316 fps:2325 +frame:4.95e+06 wall_t:2129 t:309375 epi:nan +opt_step:77312 lr:0.0001263 clip_eps:0.1 entropy:0.5457 +2026-01-08 11:27:31 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2178.20 total_reward_ma:1622.91 loss:0.01522 fps:2324 +frame:4.96e+06 wall_t:2134 t:310000 epi:nan +opt_step:77472 lr:0.000126 clip_eps:0.1 entropy:0.4863 +2026-01-08 11:27:35 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2193.69 total_reward_ma:1632.12 loss:0.01901 fps:2325 +frame:4.97e+06 wall_t:2138 t:310625 epi:nan +opt_step:77632 lr:0.0001258 clip_eps:0.1 entropy:0.5684 +2026-01-08 11:27:40 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2217.91 total_reward_ma:1641.98 loss:0.003919 fps:2324 +frame:4.98e+06 wall_t:2143 t:311250 epi:nan +opt_step:77792 lr:0.0001255 clip_eps:0.1 entropy:0.5129 +2026-01-08 11:27:45 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2247.28 total_reward_ma:1652.20 loss:0.002922 fps:2323 +frame:4.99e+06 wall_t:2148 t:311875 epi:nan +opt_step:77952 lr:0.0001253 clip_eps:0.1 entropy:0.5031 +2026-01-08 11:27:50 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2259.27 total_reward_ma:1662.42 loss:0.01214 fps:2322 +frame:5.00e+06 wall_t:2153 t:312500 epi:nan +opt_step:78112 lr:0.000125 clip_eps:0.1 entropy:0.541 +2026-01-08 11:27:55 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2277.62 total_reward_ma:1672.60 loss:-0.002673 fps:2322 +frame:5.01e+06 wall_t:2158 t:313125 epi:nan +opt_step:78272 lr:0.0001248 clip_eps:0.1 entropy:0.5343 +2026-01-08 11:28:00 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2318.67 total_reward_ma:1682.95 loss:0.004814 fps:2321 +frame:5.02e+06 wall_t:2163 t:313750 epi:nan +opt_step:78432 lr:0.0001245 clip_eps:0.1 entropy:0.5137 +2026-01-08 11:28:05 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2273.20 total_reward_ma:1692.93 loss:0.003176 fps:2320 +frame:5.03e+06 wall_t:2168 t:314375 epi:nan +opt_step:78592 lr:0.0001243 clip_eps:0.1 entropy:0.5527 +2026-01-08 11:28:10 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2276.02 total_reward_ma:1702.91 loss:0.01104 fps:2320 +frame:5.04e+06 wall_t:2172 t:315000 epi:nan +opt_step:78720 lr:0.000124 clip_eps:0.1 entropy:0.4925 +2026-01-08 11:28:14 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2279.02 total_reward_ma:1712.74 loss:0.04097 fps:2320 +frame:5.05e+06 wall_t:2177 t:315625 epi:nan +opt_step:78880 lr:0.0001238 clip_eps:0.1 entropy:0.5969 +2026-01-08 11:28:19 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2314.39 total_reward_ma:1722.99 loss:0.00446 fps:2319 +frame:5.06e+06 wall_t:2182 t:316250 epi:nan +opt_step:79040 lr:0.0001235 clip_eps:0.1 entropy:0.5832 +2026-01-08 11:28:24 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2342.70 total_reward_ma:1733.09 loss:-0.0005093 fps:2318 +frame:5.07e+06 wall_t:2187 t:316875 epi:nan +opt_step:79200 lr:0.0001233 clip_eps:0.1 entropy:0.5574 +2026-01-08 11:28:29 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2359.91 total_reward_ma:1743.21 loss:0.006748 fps:2318 +frame:5.08e+06 wall_t:2192 t:317500 epi:nan +opt_step:79360 lr:0.000123 clip_eps:0.1 entropy:0.584 +2026-01-08 11:28:34 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2379.44 total_reward_ma:1753.09 loss:-0.00613 fps:2317 +frame:5.09e+06 wall_t:2197 t:318125 epi:nan +opt_step:79520 lr:0.0001228 clip_eps:0.1 entropy:0.5333 +2026-01-08 11:28:40 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2391.04 total_reward_ma:1762.94 loss:-0.00855 fps:2316 +frame:5.10e+06 wall_t:2202 t:318750 epi:nan +opt_step:79680 lr:0.0001225 clip_eps:0.1 entropy:0.5796 +2026-01-08 11:28:45 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2360.72 total_reward_ma:1772.49 loss:0.0165 fps:2315 +frame:5.11e+06 wall_t:2207 t:319375 epi:nan +opt_step:79840 lr:0.0001223 clip_eps:0.1 entropy:0.5431 +2026-01-08 11:28:49 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2370.17 total_reward_ma:1782.30 loss:0.009271 fps:2315 +frame:5.12e+06 wall_t:2212 t:320000 epi:nan +opt_step:80000 lr:0.000122 clip_eps:0.1 entropy:0.5845 +2026-01-08 11:28:54 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2386.64 total_reward_ma:1792.57 loss:0.005766 fps:2315 +frame:5.13e+06 wall_t:2216 t:320625 epi:nan +opt_step:80128 lr:0.0001218 clip_eps:0.1 entropy:0.5055 +2026-01-08 11:28:58 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2390.28 total_reward_ma:1802.95 loss:0.01448 fps:2314 +frame:5.14e+06 wall_t:2221 t:321250 epi:nan +opt_step:80288 lr:0.0001215 clip_eps:0.1 entropy:0.5431 +2026-01-08 11:29:02 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2386.19 total_reward_ma:1813.03 loss:0.02027 fps:2315 +frame:5.15e+06 wall_t:2225 t:321875 epi:nan +opt_step:80448 lr:0.0001213 clip_eps:0.1 entropy:0.4643 +2026-01-08 11:29:07 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2377.74 total_reward_ma:1822.90 loss:0.007166 fps:2314 +frame:5.16e+06 wall_t:2230 t:322500 epi:nan +opt_step:80608 lr:0.000121 clip_eps:0.1 entropy:0.5136 +2026-01-08 11:29:12 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2376.91 total_reward_ma:1832.50 loss:0.009877 fps:2313 +frame:5.17e+06 wall_t:2235 t:323125 epi:nan +opt_step:80768 lr:0.0001208 clip_eps:0.1 entropy:0.5067 +2026-01-08 11:29:17 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2353.40 total_reward_ma:1842.07 loss:0.01242 fps:2312 +frame:5.18e+06 wall_t:2240 t:323750 epi:nan +opt_step:80928 lr:0.0001205 clip_eps:0.1 entropy:0.5261 +2026-01-08 11:29:22 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2369.68 total_reward_ma:1852.16 loss:0.01981 fps:2313 +frame:5.19e+06 wall_t:2244 t:324375 epi:nan +opt_step:81088 lr:0.0001203 clip_eps:0.1 entropy:0.4764 +2026-01-08 11:29:26 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2392.26 total_reward_ma:1862.48 loss:0.01478 fps:2312 +frame:5.20e+06 wall_t:2249 t:325000 epi:nan +opt_step:81248 lr:0.00012 clip_eps:0.1 entropy:0.5564 +2026-01-08 11:29:30 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2357.22 total_reward_ma:1872.58 loss:0.01928 fps:2312 +frame:5.21e+06 wall_t:2253 t:325625 epi:nan +opt_step:81376 lr:0.0001198 clip_eps:0.1 entropy:0.481 +2026-01-08 11:29:35 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2345.48 total_reward_ma:1882.51 loss:0.008727 fps:2312 +frame:5.22e+06 wall_t:2258 t:326250 epi:nan +opt_step:81536 lr:0.0001195 clip_eps:0.1 entropy:0.4635 +2026-01-08 11:29:40 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2322.19 total_reward_ma:1892.09 loss:-0.001849 fps:2311 +frame:5.23e+06 wall_t:2263 t:326875 epi:nan +opt_step:81696 lr:0.0001193 clip_eps:0.1 entropy:0.4887 +2026-01-08 11:29:45 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2303.43 total_reward_ma:1901.45 loss:0.003213 fps:2310 +frame:5.24e+06 wall_t:2268 t:327500 epi:nan +opt_step:81856 lr:0.000119 clip_eps:0.1 entropy:0.5428 +2026-01-08 11:29:50 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2285.15 total_reward_ma:1910.43 loss:0.01575 fps:2310 +frame:5.25e+06 wall_t:2273 t:328125 epi:nan +opt_step:82016 lr:0.0001188 clip_eps:0.1 entropy:0.4885 +2026-01-08 11:29:54 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2260.24 total_reward_ma:1919.21 loss:0.01088 fps:2310 +frame:5.26e+06 wall_t:2277 t:328750 epi:nan +opt_step:82176 lr:0.0001185 clip_eps:0.1 entropy:0.545 +2026-01-08 11:29:59 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2231.81 total_reward_ma:1927.41 loss:0.003772 fps:2309 +frame:5.27e+06 wall_t:2282 t:329375 epi:nan +opt_step:82336 lr:0.0001183 clip_eps:0.1 entropy:0.5381 +2026-01-08 11:30:04 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2232.39 total_reward_ma:1935.31 loss:0.02265 fps:2309 +frame:5.28e+06 wall_t:2287 t:330000 epi:nan +opt_step:82496 lr:0.000118 clip_eps:0.1 entropy:0.5669 +2026-01-08 11:30:09 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2224.94 total_reward_ma:1943.78 loss:0.00884 fps:2309 +frame:5.29e+06 wall_t:2291 t:330625 epi:nan +opt_step:82656 lr:0.0001178 clip_eps:0.1 entropy:0.5001 +2026-01-08 11:30:13 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2225.13 total_reward_ma:1952.15 loss:0.02882 fps:2308 +frame:5.30e+06 wall_t:2296 t:331250 epi:nan +opt_step:82784 lr:0.0001175 clip_eps:0.1 entropy:0.5853 +2026-01-08 11:30:18 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2165.38 total_reward_ma:1960.13 loss:0.009932 fps:2308 +frame:5.31e+06 wall_t:2301 t:331875 epi:nan +opt_step:82944 lr:0.0001173 clip_eps:0.1 entropy:0.5784 +2026-01-08 11:30:23 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2186.06 total_reward_ma:1968.06 loss:0.01272 fps:2307 +frame:5.32e+06 wall_t:2306 t:332500 epi:nan +opt_step:83104 lr:0.000117 clip_eps:0.1 entropy:0.5808 +2026-01-08 11:30:28 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2170.36 total_reward_ma:1975.81 loss:-0.004079 fps:2306 +frame:5.33e+06 wall_t:2311 t:333125 epi:nan +opt_step:83264 lr:0.0001168 clip_eps:0.1 entropy:0.5661 +2026-01-08 11:30:33 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2157.89 total_reward_ma:1983.41 loss:0.003441 fps:2306 +frame:5.34e+06 wall_t:2316 t:333750 epi:nan +opt_step:83424 lr:0.0001165 clip_eps:0.1 entropy:0.5461 +2026-01-08 11:30:38 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2173.85 total_reward_ma:1990.95 loss:0.01747 fps:2306 +frame:5.35e+06 wall_t:2320 t:334375 epi:nan +opt_step:83584 lr:0.0001163 clip_eps:0.1 entropy:0.563 +2026-01-08 11:30:43 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2204.40 total_reward_ma:1998.96 loss:0.003278 fps:2304 +frame:5.36e+06 wall_t:2326 t:335000 epi:nan +opt_step:83744 lr:0.000116 clip_eps:0.1 entropy:0.4967 +2026-01-08 11:30:47 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2197.46 total_reward_ma:2007.04 loss:0.02295 fps:2305 +frame:5.37e+06 wall_t:2330 t:335625 epi:nan +opt_step:83904 lr:0.0001158 clip_eps:0.1 entropy:0.5212 +2026-01-08 11:30:51 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2196.56 total_reward_ma:2015.08 loss:0.003846 fps:2305 +frame:5.38e+06 wall_t:2334 t:336250 epi:nan +opt_step:84032 lr:0.0001155 clip_eps:0.1 entropy:0.547 +2026-01-08 11:30:56 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2186.23 total_reward_ma:2022.56 loss:0.004176 fps:2304 +frame:5.39e+06 wall_t:2339 t:336875 epi:nan +opt_step:84192 lr:0.0001153 clip_eps:0.1 entropy:0.539 +2026-01-08 11:31:01 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2212.00 total_reward_ma:2030.33 loss:0.02433 fps:2304 +frame:5.40e+06 wall_t:2344 t:337500 epi:nan +opt_step:84352 lr:0.000115 clip_eps:0.1 entropy:0.4975 +2026-01-08 11:31:05 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2234.66 total_reward_ma:2038.23 loss:0.02158 fps:2304 +frame:5.41e+06 wall_t:2348 t:338125 epi:nan +opt_step:84512 lr:0.0001148 clip_eps:0.1 entropy:0.5153 +2026-01-08 11:31:10 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2243.60 total_reward_ma:2045.88 loss:0.002874 fps:2303 +frame:5.42e+06 wall_t:2353 t:338750 epi:nan +opt_step:84672 lr:0.0001145 clip_eps:0.1 entropy:0.5345 +2026-01-08 11:31:15 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2224.36 total_reward_ma:2053.12 loss:0.007204 fps:2303 +frame:5.43e+06 wall_t:2358 t:339375 epi:nan +opt_step:84832 lr:0.0001143 clip_eps:0.1 entropy:0.5322 +2026-01-08 11:31:20 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2264.09 total_reward_ma:2060.10 loss:0.0008046 fps:2302 +frame:5.44e+06 wall_t:2363 t:340000 epi:nan +opt_step:84992 lr:0.000114 clip_eps:0.1 entropy:0.504 +2026-01-08 11:31:25 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2284.07 total_reward_ma:2067.21 loss:0.00925 fps:2302 +frame:5.45e+06 wall_t:2368 t:340625 epi:nan +opt_step:85152 lr:0.0001138 clip_eps:0.1 entropy:0.5394 +2026-01-08 11:31:30 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2260.27 total_reward_ma:2073.56 loss:-0.003801 fps:2301 +frame:5.46e+06 wall_t:2373 t:341250 epi:nan +opt_step:85312 lr:0.0001135 clip_eps:0.1 entropy:0.4906 +2026-01-08 11:31:34 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2267.19 total_reward_ma:2080.44 loss:0.02336 fps:2301 +frame:5.47e+06 wall_t:2377 t:341875 epi:nan +opt_step:85440 lr:0.0001133 clip_eps:0.1 entropy:0.5018 +2026-01-08 11:31:39 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2266.88 total_reward_ma:2087.16 loss:0.00419 fps:2302 +frame:5.48e+06 wall_t:2381 t:342500 epi:nan +opt_step:85600 lr:0.000113 clip_eps:0.1 entropy:0.4662 +2026-01-08 11:31:43 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2251.89 total_reward_ma:2094.00 loss:0.0001814 fps:2301 +frame:5.49e+06 wall_t:2386 t:343125 epi:nan +opt_step:85760 lr:0.0001128 clip_eps:0.1 entropy:0.5273 +2026-01-08 11:31:48 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2289.16 total_reward_ma:2100.89 loss:0.02612 fps:2300 +frame:5.50e+06 wall_t:2391 t:343750 epi:nan +opt_step:85920 lr:0.0001125 clip_eps:0.1 entropy:0.5473 +2026-01-08 11:31:52 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2299.46 total_reward_ma:2107.24 loss:-0.001502 fps:2301 +frame:5.51e+06 wall_t:2395 t:344375 epi:nan +opt_step:86080 lr:0.0001123 clip_eps:0.1 entropy:0.4675 +2026-01-08 11:31:57 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2319.26 total_reward_ma:2113.91 loss:0.01209 fps:2300 +frame:5.52e+06 wall_t:2400 t:345000 epi:nan +opt_step:86240 lr:0.000112 clip_eps:0.1 entropy:0.5354 +2026-01-08 11:32:01 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2334.46 total_reward_ma:2121.30 loss:0.0007616 fps:2300 +frame:5.53e+06 wall_t:2404 t:345625 epi:nan +opt_step:86400 lr:0.0001118 clip_eps:0.1 entropy:0.5467 +2026-01-08 11:32:06 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2372.43 total_reward_ma:2129.01 loss:0.01407 fps:2300 +frame:5.54e+06 wall_t:2409 t:346250 epi:nan +opt_step:86560 lr:0.0001115 clip_eps:0.1 entropy:0.5237 +2026-01-08 11:32:10 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2393.79 total_reward_ma:2137.04 loss:0.004065 fps:2300 +frame:5.55e+06 wall_t:2413 t:346875 epi:nan +opt_step:86688 lr:0.0001113 clip_eps:0.1 entropy:0.5569 +2026-01-08 11:32:15 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2401.08 total_reward_ma:2144.91 loss:0.0133 fps:2300 +frame:5.56e+06 wall_t:2417 t:347500 epi:nan +opt_step:86848 lr:0.000111 clip_eps:0.1 entropy:0.5345 +2026-01-08 11:32:19 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2385.10 total_reward_ma:2152.44 loss:0.01433 fps:2300 +frame:5.57e+06 wall_t:2422 t:348125 epi:nan +opt_step:87008 lr:0.0001108 clip_eps:0.1 entropy:0.5441 +2026-01-08 11:32:24 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2375.37 total_reward_ma:2159.90 loss:0.006253 fps:2299 +frame:5.58e+06 wall_t:2427 t:348750 epi:nan +opt_step:87168 lr:0.0001105 clip_eps:0.1 entropy:0.5157 +2026-01-08 11:32:29 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2380.52 total_reward_ma:2166.86 loss:-0.003052 fps:2299 +frame:5.59e+06 wall_t:2432 t:349375 epi:nan +opt_step:87328 lr:0.0001103 clip_eps:0.1 entropy:0.5747 +2026-01-08 11:32:34 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2391.23 total_reward_ma:2173.69 loss:0.009293 fps:2298 +frame:5.60e+06 wall_t:2437 t:350000 epi:nan +opt_step:87488 lr:0.00011 clip_eps:0.1 entropy:0.5061 +2026-01-08 11:32:39 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2403.09 total_reward_ma:2180.70 loss:0.01746 fps:2297 +frame:5.61e+06 wall_t:2442 t:350625 epi:nan +opt_step:87648 lr:0.0001098 clip_eps:0.1 entropy:0.478 +2026-01-08 11:32:44 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2410.53 total_reward_ma:2187.74 loss:0.01312 fps:2298 +frame:5.62e+06 wall_t:2446 t:351250 epi:nan +opt_step:87808 lr:0.0001095 clip_eps:0.1 entropy:0.553 +2026-01-08 11:32:48 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2441.67 total_reward_ma:2194.09 loss:0.02775 fps:2297 +frame:5.63e+06 wall_t:2451 t:351875 epi:nan +opt_step:87968 lr:0.0001093 clip_eps:0.1 entropy:0.5639 +2026-01-08 11:32:52 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2466.72 total_reward_ma:2200.97 loss:0.01303 fps:2297 +frame:5.64e+06 wall_t:2455 t:352500 epi:nan +opt_step:88096 lr:0.000109 clip_eps:0.1 entropy:0.6193 +2026-01-08 11:32:57 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2454.95 total_reward_ma:2207.14 loss:0.007303 fps:2298 +frame:5.65e+06 wall_t:2459 t:353125 epi:nan +opt_step:88256 lr:0.0001088 clip_eps:0.1 entropy:0.5673 +2026-01-08 11:33:01 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2464.59 total_reward_ma:2213.10 loss:0.01148 fps:2297 +frame:5.66e+06 wall_t:2464 t:353750 epi:nan +opt_step:88416 lr:0.0001085 clip_eps:0.1 entropy:0.507 +2026-01-08 11:33:06 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2497.26 total_reward_ma:2219.31 loss:0.002252 fps:2297 +frame:5.67e+06 wall_t:2468 t:354375 epi:nan +opt_step:88576 lr:0.0001083 clip_eps:0.1 entropy:0.5207 +2026-01-08 11:33:11 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2501.08 total_reward_ma:2225.11 loss:-6.632e-05 fps:2297 +frame:5.68e+06 wall_t:2473 t:355000 epi:nan +opt_step:88736 lr:0.000108 clip_eps:0.1 entropy:0.49 +2026-01-08 11:33:15 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2492.45 total_reward_ma:2230.70 loss:0.01232 fps:2296 +frame:5.69e+06 wall_t:2478 t:355625 epi:nan +opt_step:88896 lr:0.0001078 clip_eps:0.1 entropy:0.4985 +2026-01-08 11:33:20 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2471.03 total_reward_ma:2235.91 loss:0.01544 fps:2297 +frame:5.70e+06 wall_t:2482 t:356250 epi:nan +opt_step:89056 lr:0.0001075 clip_eps:0.1 entropy:0.536 +2026-01-08 11:33:25 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2466.09 total_reward_ma:2241.06 loss:0.01691 fps:2296 +frame:5.71e+06 wall_t:2487 t:356875 epi:nan +opt_step:89216 lr:0.0001073 clip_eps:0.1 entropy:0.5492 +2026-01-08 11:33:29 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2488.09 total_reward_ma:2246.28 loss:0.001079 fps:2295 +frame:5.72e+06 wall_t:2492 t:357500 epi:nan +opt_step:89344 lr:0.000107 clip_eps:0.1 entropy:0.5177 +2026-01-08 11:33:33 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2476.67 total_reward_ma:2251.51 loss:0.03523 fps:2296 +frame:5.73e+06 wall_t:2496 t:358125 epi:nan +opt_step:89504 lr:0.0001068 clip_eps:0.1 entropy:0.4767 +2026-01-08 11:33:37 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2475.10 total_reward_ma:2256.82 loss:0.00582 fps:2296 +frame:5.74e+06 wall_t:2500 t:358750 epi:nan +opt_step:89664 lr:0.0001065 clip_eps:0.1 entropy:0.4918 +2026-01-08 11:33:41 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2454.59 total_reward_ma:2261.96 loss:0.03189 fps:2296 +frame:5.75e+06 wall_t:2504 t:359375 epi:nan +opt_step:89824 lr:0.0001063 clip_eps:0.1 entropy:0.4898 +2026-01-08 11:33:45 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2454.89 total_reward_ma:2267.27 loss:0.02962 fps:2297 +frame:5.76e+06 wall_t:2508 t:360000 epi:nan +opt_step:89984 lr:0.000106 clip_eps:0.1 entropy:0.5338 +2026-01-08 11:33:49 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2455.21 total_reward_ma:2272.56 loss:0.004868 fps:2297 +frame:5.77e+06 wall_t:2512 t:360625 epi:nan +opt_step:90144 lr:0.0001058 clip_eps:0.1 entropy:0.4452 +2026-01-08 11:33:53 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2446.59 total_reward_ma:2277.63 loss:0.005767 fps:2297 +frame:5.78e+06 wall_t:2516 t:361250 epi:nan +opt_step:90304 lr:0.0001055 clip_eps:0.1 entropy:0.5289 +2026-01-08 11:33:57 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2450.17 total_reward_ma:2282.72 loss:0.01611 fps:2298 +frame:5.79e+06 wall_t:2520 t:361875 epi:nan +opt_step:90464 lr:0.0001053 clip_eps:0.1 entropy:0.4999 +2026-01-08 11:34:00 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2444.31 total_reward_ma:2287.96 loss:0.005204 fps:2299 +frame:5.80e+06 wall_t:2523 t:362500 epi:nan +opt_step:90624 lr:0.000105 clip_eps:0.1 entropy:0.5325 +2026-01-08 11:34:04 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2460.22 total_reward_ma:2293.30 loss:0.02014 fps:2300 +frame:5.81e+06 wall_t:2526 t:363125 epi:nan +opt_step:90752 lr:0.0001048 clip_eps:0.1 entropy:0.5094 +2026-01-08 11:34:08 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2419.83 total_reward_ma:2298.77 loss:0.01931 fps:2300 +frame:5.82e+06 wall_t:2530 t:363750 epi:nan +opt_step:90912 lr:0.0001045 clip_eps:0.1 entropy:0.5422 +2026-01-08 11:34:11 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2435.59 total_reward_ma:2303.91 loss:0.007318 fps:2301 +frame:5.83e+06 wall_t:2534 t:364375 epi:nan +opt_step:91072 lr:0.0001043 clip_eps:0.1 entropy:0.509 +2026-01-08 11:34:15 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2435.11 total_reward_ma:2308.60 loss:0.0134 fps:2301 +frame:5.84e+06 wall_t:2538 t:365000 epi:nan +opt_step:91232 lr:0.000104 clip_eps:0.1 entropy:0.5253 +2026-01-08 11:34:18 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2437.03 total_reward_ma:2313.38 loss:0.02112 fps:2302 +frame:5.85e+06 wall_t:2541 t:365625 epi:nan +opt_step:91392 lr:0.0001038 clip_eps:0.1 entropy:0.5221 +2026-01-08 11:34:22 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2414.29 total_reward_ma:2317.73 loss:0.0331 fps:2303 +frame:5.86e+06 wall_t:2545 t:366250 epi:nan +opt_step:91552 lr:0.0001035 clip_eps:0.1 entropy:0.4598 +2026-01-08 11:34:26 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2424.36 total_reward_ma:2321.76 loss:0.003341 fps:2303 +frame:5.87e+06 wall_t:2549 t:366875 epi:nan +opt_step:91712 lr:0.0001033 clip_eps:0.1 entropy:0.5343 +2026-01-08 11:34:30 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2421.80 total_reward_ma:2325.85 loss:-0.001478 fps:2304 +frame:5.88e+06 wall_t:2552 t:367500 epi:nan +opt_step:91872 lr:0.000103 clip_eps:0.1 entropy:0.4736 +2026-01-08 11:34:33 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2408.69 total_reward_ma:2329.61 loss:-5.855e-05 fps:2304 +frame:5.89e+06 wall_t:2556 t:368125 epi:nan +opt_step:92000 lr:0.0001028 clip_eps:0.1 entropy:0.433 +2026-01-08 11:34:36 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2429.98 total_reward_ma:2332.90 loss:0.01894 fps:2306 +frame:5.90e+06 wall_t:2559 t:368750 epi:nan +opt_step:92160 lr:0.0001025 clip_eps:0.1 entropy:0.5206 +2026-01-08 11:34:40 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2457.26 total_reward_ma:2336.31 loss:0.01126 fps:2306 +frame:5.91e+06 wall_t:2563 t:369375 epi:nan +opt_step:92320 lr:0.0001023 clip_eps:0.1 entropy:0.4694 +2026-01-08 11:34:44 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2425.69 total_reward_ma:2339.05 loss:0.005439 fps:2306 +frame:5.92e+06 wall_t:2567 t:370000 epi:nan +opt_step:92480 lr:0.000102 clip_eps:0.1 entropy:0.4669 +2026-01-08 11:34:48 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2420.52 total_reward_ma:2341.63 loss:0.03056 fps:2306 +frame:5.93e+06 wall_t:2571 t:370625 epi:nan +opt_step:92640 lr:0.0001018 clip_eps:0.1 entropy:0.4746 +2026-01-08 11:34:52 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2434.89 total_reward_ma:2344.13 loss:0.02219 fps:2308 +frame:5.94e+06 wall_t:2574 t:371250 epi:nan +opt_step:92800 lr:0.0001015 clip_eps:0.1 entropy:0.5364 +2026-01-08 11:34:56 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2488.10 total_reward_ma:2346.78 loss:-0.0005926 fps:2308 +frame:5.95e+06 wall_t:2578 t:371875 epi:nan +opt_step:92960 lr:0.0001013 clip_eps:0.1 entropy:0.5037 +2026-01-08 11:34:59 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2477.28 total_reward_ma:2349.77 loss:0.0172 fps:2308 +frame:5.96e+06 wall_t:2582 t:372500 epi:nan +opt_step:93120 lr:0.000101 clip_eps:0.1 entropy:0.5397 +2026-01-08 11:35:03 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2523.99 total_reward_ma:2353.07 loss:0.006415 fps:2309 +frame:5.97e+06 wall_t:2586 t:373125 epi:nan +opt_step:93280 lr:0.0001008 clip_eps:0.1 entropy:0.5026 +2026-01-08 11:35:06 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2560.49 total_reward_ma:2356.50 loss:0.01617 fps:2310 +frame:5.98e+06 wall_t:2589 t:373750 epi:nan +opt_step:93408 lr:0.0001005 clip_eps:0.1 entropy:0.502 +2026-01-08 11:35:11 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2582.85 total_reward_ma:2359.85 loss:0.0006236 fps:2310 +frame:5.99e+06 wall_t:2593 t:374375 epi:nan +opt_step:93568 lr:0.0001003 clip_eps:0.1 entropy:0.5541 +2026-01-08 11:35:14 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2604.11 total_reward_ma:2363.30 loss:0.04654 fps:2310 +frame:6.00e+06 wall_t:2597 t:375000 epi:nan +opt_step:93728 lr:0.0001 clip_eps:0.1 entropy:0.5159 +2026-01-08 11:35:18 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2631.55 total_reward_ma:2366.84 loss:0.02041 fps:2311 +frame:6.01e+06 wall_t:2601 t:375625 epi:nan +opt_step:93888 lr:9.978e-05 clip_eps:0.1 entropy:0.5232 +2026-01-08 11:35:22 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2594.96 total_reward_ma:2369.60 loss:0.01879 fps:2312 +frame:6.02e+06 wall_t:2604 t:376250 epi:nan +opt_step:94048 lr:9.952e-05 clip_eps:0.1 entropy:0.5481 +2026-01-08 11:35:25 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2580.01 total_reward_ma:2372.67 loss:0.03005 fps:2312 +frame:6.03e+06 wall_t:2608 t:376875 epi:nan +opt_step:94208 lr:9.927e-05 clip_eps:0.1 entropy:0.4752 +2026-01-08 11:35:29 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2564.55 total_reward_ma:2375.56 loss:0.03016 fps:2312 +frame:6.04e+06 wall_t:2612 t:377500 epi:nan +opt_step:94368 lr:9.901e-05 clip_eps:0.1 entropy:0.522 +2026-01-08 11:35:33 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2589.89 total_reward_ma:2378.67 loss:0.03585 fps:2314 +frame:6.05e+06 wall_t:2615 t:378125 epi:nan +opt_step:94528 lr:9.876e-05 clip_eps:0.1 entropy:0.4788 +2026-01-08 11:35:36 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2582.65 total_reward_ma:2381.35 loss:-0.005546 fps:2314 +frame:6.06e+06 wall_t:2619 t:378750 epi:nan +opt_step:94656 lr:9.855e-05 clip_eps:0.1 entropy:0.4598 +2026-01-08 11:35:40 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2606.73 total_reward_ma:2383.99 loss:-0.006686 fps:2315 +frame:6.07e+06 wall_t:2622 t:379375 epi:nan +opt_step:94816 lr:9.829e-05 clip_eps:0.1 entropy:0.4558 +2026-01-08 11:35:44 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2630.64 total_reward_ma:2386.70 loss:0.008748 fps:2314 +frame:6.08e+06 wall_t:2627 t:380000 epi:nan +opt_step:94976 lr:9.804e-05 clip_eps:0.1 entropy:0.5213 +2026-01-08 11:35:48 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2619.34 total_reward_ma:2389.10 loss:0.01214 fps:2316 +frame:6.09e+06 wall_t:2630 t:380625 epi:nan +opt_step:95136 lr:9.778e-05 clip_eps:0.1 entropy:0.5069 +2026-01-08 11:35:51 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2660.83 total_reward_ma:2391.79 loss:0.007952 fps:2316 +frame:6.10e+06 wall_t:2634 t:381250 epi:nan +opt_step:95296 lr:9.753e-05 clip_eps:0.1 entropy:0.5102 +2026-01-08 11:35:55 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2683.32 total_reward_ma:2395.02 loss:0.0108 fps:2316 +frame:6.11e+06 wall_t:2638 t:381875 epi:nan +opt_step:95456 lr:9.727e-05 clip_eps:0.1 entropy:0.4714 +2026-01-08 11:35:59 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2677.20 total_reward_ma:2398.09 loss:0.007255 fps:2317 +frame:6.12e+06 wall_t:2641 t:382500 epi:nan +opt_step:95616 lr:9.701e-05 clip_eps:0.1 entropy:0.4708 +2026-01-08 11:36:02 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2693.58 total_reward_ma:2401.16 loss:0.009182 fps:2318 +frame:6.13e+06 wall_t:2645 t:383125 epi:nan +opt_step:95776 lr:9.676e-05 clip_eps:0.1 entropy:0.4577 +2026-01-08 11:36:06 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2725.74 total_reward_ma:2404.51 loss:0.0135 fps:2319 +frame:6.14e+06 wall_t:2648 t:383750 epi:nan +opt_step:95936 lr:9.65e-05 clip_eps:0.1 entropy:0.4856 +2026-01-08 11:36:09 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2714.10 total_reward_ma:2407.79 loss:0.00338 fps:2319 +frame:6.15e+06 wall_t:2652 t:384375 epi:nan +opt_step:96064 lr:9.63e-05 clip_eps:0.1 entropy:0.5172 +2026-01-08 11:36:13 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2682.95 total_reward_ma:2410.84 loss:0.01196 fps:2319 +frame:6.16e+06 wall_t:2656 t:385000 epi:nan +opt_step:96224 lr:9.604e-05 clip_eps:0.1 entropy:0.5029 +2026-01-08 11:36:16 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2631.70 total_reward_ma:2413.39 loss:0.003367 fps:2320 +frame:6.17e+06 wall_t:2659 t:385625 epi:nan +opt_step:96384 lr:9.579e-05 clip_eps:0.1 entropy:0.5501 +2026-01-08 11:36:20 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2674.53 total_reward_ma:2416.60 loss:0.003602 fps:2321 +frame:6.18e+06 wall_t:2663 t:386250 epi:nan +opt_step:96544 lr:9.553e-05 clip_eps:0.1 entropy:0.519 +2026-01-08 11:36:24 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2660.93 total_reward_ma:2419.52 loss:0.01132 fps:2322 +frame:6.19e+06 wall_t:2666 t:386875 epi:nan +opt_step:96704 lr:9.527e-05 clip_eps:0.1 entropy:0.4869 +2026-01-08 11:36:27 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2659.34 total_reward_ma:2422.19 loss:0.01921 fps:2322 +frame:6.20e+06 wall_t:2670 t:387500 epi:nan +opt_step:96864 lr:9.502e-05 clip_eps:0.1 entropy:0.484 +2026-01-08 11:36:31 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2652.77 total_reward_ma:2425.14 loss:0.002837 fps:2322 +frame:6.21e+06 wall_t:2674 t:388125 epi:nan +opt_step:97024 lr:9.476e-05 clip_eps:0.1 entropy:0.5184 +2026-01-08 11:36:35 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2667.76 total_reward_ma:2428.37 loss:0.01248 fps:2323 +frame:6.22e+06 wall_t:2678 t:388750 epi:nan +opt_step:97184 lr:9.451e-05 clip_eps:0.1 entropy:0.5262 +2026-01-08 11:36:39 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2661.16 total_reward_ma:2431.76 loss:0.02294 fps:2324 +frame:6.23e+06 wall_t:2681 t:389375 epi:nan +opt_step:97312 lr:9.43e-05 clip_eps:0.1 entropy:0.5445 +2026-01-08 11:36:42 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2641.97 total_reward_ma:2435.14 loss:0.005999 fps:2324 +frame:6.24e+06 wall_t:2685 t:390000 epi:nan +opt_step:97472 lr:9.404e-05 clip_eps:0.1 entropy:0.5142 +2026-01-08 11:36:46 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2674.56 total_reward_ma:2439.03 loss:0.004561 fps:2324 +frame:6.25e+06 wall_t:2689 t:390625 epi:nan +opt_step:97632 lr:9.379e-05 clip_eps:0.1 entropy:0.3818 +2026-01-08 11:36:50 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2660.10 total_reward_ma:2443.03 loss:0.005714 fps:2325 +frame:6.26e+06 wall_t:2692 t:391250 epi:nan +opt_step:97792 lr:9.353e-05 clip_eps:0.1 entropy:0.5166 +2026-01-08 11:36:53 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2627.99 total_reward_ma:2447.00 loss:0.01303 fps:2326 +frame:6.27e+06 wall_t:2696 t:391875 epi:nan +opt_step:97952 lr:9.328e-05 clip_eps:0.1 entropy:0.5656 +2026-01-08 11:36:57 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2606.05 total_reward_ma:2450.73 loss:0.003393 fps:2326 +frame:6.28e+06 wall_t:2700 t:392500 epi:nan +opt_step:98112 lr:9.302e-05 clip_eps:0.1 entropy:0.4509 +2026-01-08 11:37:00 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2642.88 total_reward_ma:2454.91 loss:0.001922 fps:2327 +frame:6.29e+06 wall_t:2703 t:393125 epi:nan +opt_step:98272 lr:9.276e-05 clip_eps:0.1 entropy:0.511 +2026-01-08 11:37:04 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2641.43 total_reward_ma:2459.07 loss:0.01217 fps:2327 +frame:6.30e+06 wall_t:2707 t:393750 epi:nan +opt_step:98432 lr:9.251e-05 clip_eps:0.1 entropy:0.5067 +2026-01-08 11:37:08 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2664.35 total_reward_ma:2464.06 loss:0.008172 fps:2328 +frame:6.31e+06 wall_t:2711 t:394375 epi:nan +opt_step:98592 lr:9.225e-05 clip_eps:0.1 entropy:0.4597 +2026-01-08 11:37:11 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2646.78 total_reward_ma:2468.67 loss:0.02447 fps:2329 +frame:6.32e+06 wall_t:2714 t:395000 epi:nan +opt_step:98720 lr:9.205e-05 clip_eps:0.1 entropy:0.4881 +2026-01-08 11:37:14 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2658.12 total_reward_ma:2473.55 loss:0.01218 fps:2330 +frame:6.33e+06 wall_t:2717 t:395625 epi:nan +opt_step:98880 lr:9.179e-05 clip_eps:0.1 entropy:0.4667 +2026-01-08 11:37:18 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2641.99 total_reward_ma:2478.39 loss:0.01093 fps:2330 +frame:6.34e+06 wall_t:2721 t:396250 epi:nan +opt_step:99040 lr:9.154e-05 clip_eps:0.1 entropy:0.4871 +2026-01-08 11:37:21 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2635.16 total_reward_ma:2483.00 loss:0.008354 fps:2331 +frame:6.35e+06 wall_t:2724 t:396875 epi:nan +opt_step:99200 lr:9.128e-05 clip_eps:0.1 entropy:0.5392 +2026-01-08 11:37:25 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2621.45 total_reward_ma:2487.17 loss:0.01998 fps:2331 +frame:6.36e+06 wall_t:2728 t:397500 epi:nan +opt_step:99360 lr:9.102e-05 clip_eps:0.1 entropy:0.522 +2026-01-08 11:37:29 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2666.29 total_reward_ma:2491.86 loss:0.01524 fps:2332 +frame:6.37e+06 wall_t:2731 t:398125 epi:nan +opt_step:99520 lr:9.077e-05 clip_eps:0.1 entropy:0.484 +2026-01-08 11:37:32 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2702.39 total_reward_ma:2496.92 loss:0.009974 fps:2333 +frame:6.38e+06 wall_t:2735 t:398750 epi:nan +opt_step:99680 lr:9.051e-05 clip_eps:0.1 entropy:0.4632 +2026-01-08 11:37:36 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2669.85 total_reward_ma:2501.76 loss:0.01582 fps:2333 +frame:6.39e+06 wall_t:2739 t:399375 epi:nan +opt_step:99840 lr:9.026e-05 clip_eps:0.1 entropy:0.5294 +2026-01-08 11:37:40 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2657.10 total_reward_ma:2506.21 loss:0.02394 fps:2333 +frame:6.40e+06 wall_t:2743 t:400000 epi:nan +opt_step:100000 lr:9e-05 clip_eps:0.1 entropy:0.5641 +2026-01-08 11:37:43 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2643.50 total_reward_ma:2510.30 loss:0.01266 fps:2334 +frame:6.41e+06 wall_t:2746 t:400625 epi:nan +opt_step:100128 lr:8.98e-05 clip_eps:0.1 entropy:0.4851 +2026-01-08 11:37:47 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2653.31 total_reward_ma:2514.39 loss:0.02981 fps:2335 +frame:6.42e+06 wall_t:2749 t:401250 epi:nan +opt_step:100288 lr:8.954e-05 clip_eps:0.1 entropy:0.4854 +2026-01-08 11:37:51 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2631.04 total_reward_ma:2518.46 loss:0.01367 fps:2336 +frame:6.43e+06 wall_t:2753 t:401875 epi:nan +opt_step:100448 lr:8.928e-05 clip_eps:0.1 entropy:0.5088 +2026-01-08 11:37:54 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2626.33 total_reward_ma:2522.08 loss:0.003734 fps:2336 +frame:6.44e+06 wall_t:2757 t:402500 epi:nan +opt_step:100608 lr:8.903e-05 clip_eps:0.1 entropy:0.5646 +2026-01-08 11:37:58 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2619.36 total_reward_ma:2525.43 loss:0.01435 fps:2336 +frame:6.45e+06 wall_t:2761 t:403125 epi:nan +opt_step:100768 lr:8.877e-05 clip_eps:0.1 entropy:0.5517 +2026-01-08 11:38:02 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2628.81 total_reward_ma:2529.12 loss:0.02429 fps:2337 +frame:6.46e+06 wall_t:2764 t:403750 epi:nan +opt_step:100928 lr:8.852e-05 clip_eps:0.1 entropy:0.5594 +2026-01-08 11:38:05 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2670.88 total_reward_ma:2533.16 loss:0.0044 fps:2337 +frame:6.47e+06 wall_t:2768 t:404375 epi:nan +opt_step:101088 lr:8.826e-05 clip_eps:0.1 entropy:0.543 +2026-01-08 11:38:09 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2687.83 total_reward_ma:2537.37 loss:0.01608 fps:2339 +frame:6.48e+06 wall_t:2771 t:405000 epi:nan +opt_step:101248 lr:8.8e-05 clip_eps:0.1 entropy:0.4605 +2026-01-08 11:38:11 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2700.42 total_reward_ma:2541.85 loss:0.02088 fps:2340 +frame:6.49e+06 wall_t:2774 t:405625 epi:nan +opt_step:101376 lr:8.78e-05 clip_eps:0.1 entropy:0.5336 +2026-01-08 11:38:15 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2724.10 total_reward_ma:2546.20 loss:0.02175 fps:2340 +frame:6.50e+06 wall_t:2778 t:406250 epi:nan +opt_step:101536 lr:8.754e-05 clip_eps:0.1 entropy:0.5045 +2026-01-08 11:38:19 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2746.54 total_reward_ma:2550.67 loss:-0.003356 fps:2340 +frame:6.51e+06 wall_t:2782 t:406875 epi:nan +opt_step:101696 lr:8.729e-05 clip_eps:0.1 entropy:0.5575 +2026-01-08 11:38:22 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2687.51 total_reward_ma:2554.35 loss:0.02184 fps:2341 +frame:6.52e+06 wall_t:2785 t:407500 epi:nan +opt_step:101856 lr:8.703e-05 clip_eps:0.1 entropy:0.5174 +2026-01-08 11:38:26 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2661.15 total_reward_ma:2557.62 loss:0.0199 fps:2341 +frame:6.53e+06 wall_t:2789 t:408125 epi:nan +opt_step:102016 lr:8.677e-05 clip_eps:0.1 entropy:0.5296 +2026-01-08 11:38:30 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2642.36 total_reward_ma:2560.32 loss:0.01254 fps:2342 +frame:6.54e+06 wall_t:2792 t:408750 epi:nan +opt_step:102176 lr:8.652e-05 clip_eps:0.1 entropy:0.5306 +2026-01-08 11:38:33 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2636.47 total_reward_ma:2562.75 loss:0.005932 fps:2343 +frame:6.55e+06 wall_t:2796 t:409375 epi:nan +opt_step:102336 lr:8.626e-05 clip_eps:0.1 entropy:0.4782 +2026-01-08 11:38:37 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2652.03 total_reward_ma:2565.26 loss:0.01359 fps:2343 +frame:6.56e+06 wall_t:2800 t:410000 epi:nan +opt_step:102496 lr:8.601e-05 clip_eps:0.1 entropy:0.5099 +2026-01-08 11:38:41 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2665.44 total_reward_ma:2568.06 loss:0.005603 fps:2344 +frame:6.57e+06 wall_t:2803 t:410625 epi:nan +opt_step:102656 lr:8.575e-05 clip_eps:0.1 entropy:0.4889 +2026-01-08 11:38:44 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2671.78 total_reward_ma:2571.02 loss:0.02359 fps:2344 +frame:6.58e+06 wall_t:2807 t:411250 epi:nan +opt_step:102784 lr:8.555e-05 clip_eps:0.1 entropy:0.4951 +2026-01-08 11:38:47 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2677.76 total_reward_ma:2574.00 loss:-0.006628 fps:2345 +frame:6.59e+06 wall_t:2810 t:411875 epi:nan +opt_step:102944 lr:8.529e-05 clip_eps:0.1 entropy:0.5062 +2026-01-08 11:38:51 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2679.19 total_reward_ma:2576.88 loss:0.01748 fps:2345 +frame:6.60e+06 wall_t:2814 t:412500 epi:nan +opt_step:103104 lr:8.503e-05 clip_eps:0.1 entropy:0.522 +2026-01-08 11:38:54 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2683.05 total_reward_ma:2579.68 loss:0.01204 fps:2346 +frame:6.61e+06 wall_t:2817 t:413125 epi:nan +opt_step:103264 lr:8.478e-05 clip_eps:0.1 entropy:0.4892 +2026-01-08 11:38:58 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2684.91 total_reward_ma:2582.42 loss:0.02673 fps:2347 +frame:6.62e+06 wall_t:2821 t:413750 epi:nan +opt_step:103424 lr:8.452e-05 clip_eps:0.1 entropy:0.5521 +2026-01-08 11:39:02 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2677.20 total_reward_ma:2584.77 loss:-0.00128 fps:2347 +frame:6.63e+06 wall_t:2825 t:414375 epi:nan +opt_step:103584 lr:8.427e-05 clip_eps:0.1 entropy:0.5196 +2026-01-08 11:39:06 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2689.83 total_reward_ma:2587.01 loss:0.02479 fps:2347 +frame:6.64e+06 wall_t:2829 t:415000 epi:nan +opt_step:103744 lr:8.401e-05 clip_eps:0.1 entropy:0.5133 +2026-01-08 11:39:10 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2730.11 total_reward_ma:2589.76 loss:0.009728 fps:2347 +frame:6.65e+06 wall_t:2833 t:415625 epi:nan +opt_step:103904 lr:8.375e-05 clip_eps:0.1 entropy:0.4907 +2026-01-08 11:39:14 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2708.48 total_reward_ma:2592.20 loss:0.01104 fps:2348 +frame:6.66e+06 wall_t:2837 t:416250 epi:nan +opt_step:104032 lr:8.355e-05 clip_eps:0.1 entropy:0.4383 +2026-01-08 11:39:17 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2669.41 total_reward_ma:2593.92 loss:-0.006409 fps:2349 +frame:6.67e+06 wall_t:2840 t:416875 epi:nan +opt_step:104192 lr:8.329e-05 clip_eps:0.1 entropy:0.5539 +2026-01-08 11:39:21 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2625.27 total_reward_ma:2595.16 loss:0.01491 fps:2349 +frame:6.68e+06 wall_t:2844 t:417500 epi:nan +opt_step:104352 lr:8.304e-05 clip_eps:0.1 entropy:0.508 +2026-01-08 11:39:24 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2634.60 total_reward_ma:2596.58 loss:0.002301 fps:2350 +frame:6.69e+06 wall_t:2847 t:418125 epi:nan +opt_step:104512 lr:8.278e-05 clip_eps:0.1 entropy:0.5278 +2026-01-08 11:39:28 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2633.60 total_reward_ma:2598.21 loss:0.008097 fps:2351 +frame:6.70e+06 wall_t:2850 t:418750 epi:nan +opt_step:104672 lr:8.252e-05 clip_eps:0.1 entropy:0.5226 +2026-01-08 11:39:31 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2569.84 total_reward_ma:2599.24 loss:0.007799 fps:2351 +frame:6.71e+06 wall_t:2854 t:419375 epi:nan +opt_step:104832 lr:8.227e-05 clip_eps:0.1 entropy:0.5582 +2026-01-08 11:39:34 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2584.03 total_reward_ma:2600.20 loss:0.02903 fps:2352 +frame:6.72e+06 wall_t:2857 t:420000 epi:nan +opt_step:104992 lr:8.201e-05 clip_eps:0.1 entropy:0.6134 +2026-01-08 11:39:38 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2650.59 total_reward_ma:2601.94 loss:0.007937 fps:2352 +frame:6.73e+06 wall_t:2861 t:420625 epi:nan +opt_step:105152 lr:8.176e-05 clip_eps:0.1 entropy:0.5446 +2026-01-08 11:39:42 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2648.68 total_reward_ma:2603.68 loss:0.02856 fps:2353 +frame:6.74e+06 wall_t:2865 t:421250 epi:nan +opt_step:105312 lr:8.15e-05 clip_eps:0.1 entropy:0.528 +2026-01-08 11:39:45 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2660.72 total_reward_ma:2605.74 loss:0.001032 fps:2354 +frame:6.75e+06 wall_t:2868 t:421875 epi:nan +opt_step:105440 lr:8.13e-05 clip_eps:0.1 entropy:0.5225 +2026-01-08 11:39:49 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2664.92 total_reward_ma:2607.84 loss:0.01993 fps:2354 +frame:6.76e+06 wall_t:2872 t:422500 epi:nan +opt_step:105600 lr:8.104e-05 clip_eps:0.1 entropy:0.5297 +2026-01-08 11:39:52 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2663.33 total_reward_ma:2609.92 loss:0.00894 fps:2355 +frame:6.77e+06 wall_t:2875 t:423125 epi:nan +opt_step:105760 lr:8.078e-05 clip_eps:0.1 entropy:0.4652 +2026-01-08 11:39:56 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2605.86 total_reward_ma:2611.51 loss:0.01138 fps:2355 +frame:6.78e+06 wall_t:2879 t:423750 epi:nan +opt_step:105920 lr:8.053e-05 clip_eps:0.1 entropy:0.5507 +2026-01-08 11:39:59 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2603.02 total_reward_ma:2613.04 loss:-0.003516 fps:2356 +frame:6.79e+06 wall_t:2882 t:424375 epi:nan +opt_step:106080 lr:8.027e-05 clip_eps:0.1 entropy:0.5017 +2026-01-08 11:40:03 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2571.27 total_reward_ma:2614.31 loss:0.00773 fps:2357 +frame:6.80e+06 wall_t:2885 t:425000 epi:nan +opt_step:106240 lr:8.002e-05 clip_eps:0.1 entropy:0.4685 +2026-01-08 11:40:07 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2587.78 total_reward_ma:2615.59 loss:0.02979 fps:2357 +frame:6.81e+06 wall_t:2889 t:425625 epi:nan +opt_step:106400 lr:7.976e-05 clip_eps:0.1 entropy:0.535 +2026-01-08 11:40:10 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2553.11 total_reward_ma:2616.92 loss:0.001682 fps:2357 +frame:6.82e+06 wall_t:2893 t:426250 epi:nan +opt_step:106560 lr:7.95e-05 clip_eps:0.1 entropy:0.5436 +2026-01-08 11:40:14 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2579.72 total_reward_ma:2618.36 loss:0.01133 fps:2358 +frame:6.83e+06 wall_t:2896 t:426875 epi:nan +opt_step:106688 lr:7.93e-05 clip_eps:0.1 entropy:0.5449 +2026-01-08 11:40:17 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2561.01 total_reward_ma:2619.62 loss:0.008339 fps:2359 +frame:6.84e+06 wall_t:2900 t:427500 epi:nan +opt_step:106848 lr:7.904e-05 clip_eps:0.1 entropy:0.4939 +2026-01-08 11:40:21 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2543.51 total_reward_ma:2620.69 loss:0.01292 fps:2359 +frame:6.85e+06 wall_t:2904 t:428125 epi:nan +opt_step:107008 lr:7.879e-05 clip_eps:0.1 entropy:0.5074 +2026-01-08 11:40:25 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2549.55 total_reward_ma:2622.04 loss:0.02079 fps:2359 +frame:6.86e+06 wall_t:2908 t:428750 epi:nan +opt_step:107168 lr:7.853e-05 clip_eps:0.1 entropy:0.5196 +2026-01-08 11:40:29 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2625.65 total_reward_ma:2624.05 loss:0.0145 fps:2359 +frame:6.87e+06 wall_t:2912 t:429375 epi:nan +opt_step:107328 lr:7.828e-05 clip_eps:0.1 entropy:0.4904 +2026-01-08 11:40:33 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2615.13 total_reward_ma:2625.99 loss:0.01012 fps:2359 +frame:6.88e+06 wall_t:2916 t:430000 epi:nan +opt_step:107488 lr:7.802e-05 clip_eps:0.1 entropy:0.4205 +2026-01-08 11:40:37 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2672.83 total_reward_ma:2628.63 loss:0.01194 fps:2360 +frame:6.89e+06 wall_t:2920 t:430625 epi:nan +opt_step:107648 lr:7.776e-05 clip_eps:0.1 entropy:0.491 +2026-01-08 11:40:40 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2724.52 total_reward_ma:2631.57 loss:-0.0006926 fps:2361 +frame:6.90e+06 wall_t:2923 t:431250 epi:nan +opt_step:107808 lr:7.751e-05 clip_eps:0.1 entropy:0.491 +2026-01-08 11:40:44 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2726.63 total_reward_ma:2634.27 loss:0.01987 fps:2362 +frame:6.91e+06 wall_t:2926 t:431875 epi:nan +opt_step:107968 lr:7.725e-05 clip_eps:0.1 entropy:0.5493 +2026-01-08 11:40:47 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2741.75 total_reward_ma:2637.43 loss:0.02213 fps:2362 +frame:6.92e+06 wall_t:2930 t:432500 epi:nan +opt_step:108096 lr:7.705e-05 clip_eps:0.1 entropy:0.5305 +2026-01-08 11:40:51 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2816.13 total_reward_ma:2641.38 loss:0.01151 fps:2363 +frame:6.93e+06 wall_t:2933 t:433125 epi:nan +opt_step:108256 lr:7.679e-05 clip_eps:0.1 entropy:0.4474 +2026-01-08 11:40:55 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2838.38 total_reward_ma:2645.42 loss:0.02553 fps:2363 +frame:6.94e+06 wall_t:2937 t:433750 epi:nan +opt_step:108416 lr:7.653e-05 clip_eps:0.1 entropy:0.5021 +2026-01-08 11:40:59 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2816.45 total_reward_ma:2648.70 loss:0.007441 fps:2363 +frame:6.95e+06 wall_t:2941 t:434375 epi:nan +opt_step:108576 lr:7.628e-05 clip_eps:0.1 entropy:0.5483 +2026-01-08 11:41:02 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2835.03 total_reward_ma:2652.28 loss:0.01253 fps:2363 +frame:6.96e+06 wall_t:2945 t:435000 epi:nan +opt_step:108736 lr:7.602e-05 clip_eps:0.1 entropy:0.5356 +2026-01-08 11:41:06 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2833.09 total_reward_ma:2655.37 loss:0.02048 fps:2364 +frame:6.97e+06 wall_t:2949 t:435625 epi:nan +opt_step:108896 lr:7.577e-05 clip_eps:0.1 entropy:0.4942 +2026-01-08 11:41:10 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2871.42 total_reward_ma:2658.48 loss:-0.0009919 fps:2364 +frame:6.98e+06 wall_t:2953 t:436250 epi:nan +opt_step:109056 lr:7.551e-05 clip_eps:0.1 entropy:0.505 +2026-01-08 11:41:14 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2859.54 total_reward_ma:2661.25 loss:0.0278 fps:2364 +frame:6.99e+06 wall_t:2957 t:436875 epi:nan +opt_step:109216 lr:7.525e-05 clip_eps:0.1 entropy:0.4837 +2026-01-08 11:41:17 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2857.24 total_reward_ma:2663.78 loss:0.01011 fps:2365 +frame:7.00e+06 wall_t:2960 t:437500 epi:nan +opt_step:109344 lr:7.505e-05 clip_eps:0.1 entropy:0.4363 +2026-01-08 11:41:21 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2870.18 total_reward_ma:2666.16 loss:-0.0004806 fps:2365 +frame:7.01e+06 wall_t:2964 t:438125 epi:nan +opt_step:109504 lr:7.479e-05 clip_eps:0.1 entropy:0.4806 +2026-01-08 11:41:25 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2905.03 total_reward_ma:2669.26 loss:0.008026 fps:2366 +frame:7.02e+06 wall_t:2967 t:438750 epi:nan +opt_step:109664 lr:7.454e-05 clip_eps:0.1 entropy:0.4791 +2026-01-08 11:41:28 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2938.61 total_reward_ma:2672.85 loss:0.01758 fps:2366 +frame:7.03e+06 wall_t:2971 t:439375 epi:nan +opt_step:109824 lr:7.428e-05 clip_eps:0.1 entropy:0.5288 +2026-01-08 11:41:32 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2935.80 total_reward_ma:2676.56 loss:0.005507 fps:2366 +frame:7.04e+06 wall_t:2975 t:440000 epi:nan +opt_step:109984 lr:7.403e-05 clip_eps:0.1 entropy:0.4519 +2026-01-08 11:41:35 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2910.75 total_reward_ma:2679.77 loss:0.01173 fps:2367 +frame:7.05e+06 wall_t:2978 t:440625 epi:nan +opt_step:110144 lr:7.377e-05 clip_eps:0.1 entropy:0.4868 +2026-01-08 11:41:39 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2907.24 total_reward_ma:2683.02 loss:-0.003554 fps:2368 +frame:7.06e+06 wall_t:2981 t:441250 epi:nan +opt_step:110304 lr:7.351e-05 clip_eps:0.1 entropy:0.4708 +2026-01-08 11:41:42 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2906.29 total_reward_ma:2686.01 loss:0.007462 fps:2369 +frame:7.07e+06 wall_t:2985 t:441875 epi:nan +opt_step:110464 lr:7.326e-05 clip_eps:0.1 entropy:0.4564 +2026-01-08 11:41:45 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2931.59 total_reward_ma:2689.02 loss:0.01252 fps:2369 +frame:7.08e+06 wall_t:2988 t:442500 epi:nan +opt_step:110624 lr:7.3e-05 clip_eps:0.1 entropy:0.4464 +2026-01-08 11:41:49 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2917.16 total_reward_ma:2692.00 loss:0.01195 fps:2370 +frame:7.09e+06 wall_t:2991 t:443125 epi:nan +opt_step:110752 lr:7.28e-05 clip_eps:0.1 entropy:0.4373 +2026-01-08 11:41:52 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2908.12 total_reward_ma:2694.47 loss:-0.001147 fps:2371 +frame:7.10e+06 wall_t:2995 t:443750 epi:nan +opt_step:110912 lr:7.254e-05 clip_eps:0.1 entropy:0.4428 +2026-01-08 11:41:56 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2901.17 total_reward_ma:2696.65 loss:0.02097 fps:2371 +frame:7.11e+06 wall_t:2999 t:444375 epi:nan +opt_step:111072 lr:7.228e-05 clip_eps:0.1 entropy:0.5318 +2026-01-08 11:42:00 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2909.66 total_reward_ma:2698.98 loss:0.01322 fps:2372 +frame:7.12e+06 wall_t:3002 t:445000 epi:nan +opt_step:111232 lr:7.203e-05 clip_eps:0.1 entropy:0.4362 +2026-01-08 11:42:03 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2910.99 total_reward_ma:2701.15 loss:0.01782 fps:2372 +frame:7.13e+06 wall_t:3006 t:445625 epi:nan +opt_step:111392 lr:7.177e-05 clip_eps:0.1 entropy:0.5001 +2026-01-08 11:42:07 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2886.75 total_reward_ma:2702.76 loss:-0.001437 fps:2372 +frame:7.14e+06 wall_t:3010 t:446250 epi:nan +opt_step:111552 lr:7.152e-05 clip_eps:0.1 entropy:0.4215 +2026-01-08 11:42:10 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2858.42 total_reward_ma:2704.20 loss:0.01132 fps:2373 +frame:7.15e+06 wall_t:3013 t:446875 epi:nan +opt_step:111712 lr:7.126e-05 clip_eps:0.1 entropy:0.4641 +2026-01-08 11:42:14 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2855.01 total_reward_ma:2705.92 loss:0.005548 fps:2374 +frame:7.16e+06 wall_t:3016 t:447500 epi:nan +opt_step:111872 lr:7.1e-05 clip_eps:0.1 entropy:0.4726 +2026-01-08 11:42:17 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2841.14 total_reward_ma:2708.02 loss:0.03146 fps:2374 +frame:7.17e+06 wall_t:3020 t:448125 epi:nan +opt_step:112000 lr:7.08e-05 clip_eps:0.1 entropy:0.5123 +2026-01-08 11:42:20 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2857.79 total_reward_ma:2709.85 loss:0.005597 fps:2375 +frame:7.18e+06 wall_t:3023 t:448750 epi:nan +opt_step:112160 lr:7.054e-05 clip_eps:0.1 entropy:0.4799 +2026-01-08 11:42:23 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2793.08 total_reward_ma:2711.17 loss:0.01507 fps:2376 +frame:7.19e+06 wall_t:3026 t:449375 epi:nan +opt_step:112320 lr:7.029e-05 clip_eps:0.1 entropy:0.4953 +2026-01-08 11:42:27 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2773.56 total_reward_ma:2712.31 loss:0.01586 fps:2376 +frame:7.20e+06 wall_t:3030 t:450000 epi:nan +opt_step:112480 lr:7.003e-05 clip_eps:0.1 entropy:0.4984 +2026-01-08 11:42:31 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2824.53 total_reward_ma:2714.03 loss:0.001819 fps:2377 +frame:7.21e+06 wall_t:3033 t:450625 epi:nan +opt_step:112640 lr:6.978e-05 clip_eps:0.1 entropy:0.4951 +2026-01-08 11:42:34 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2841.93 total_reward_ma:2715.77 loss:0.02909 fps:2377 +frame:7.22e+06 wall_t:3037 t:451250 epi:nan +opt_step:112800 lr:6.952e-05 clip_eps:0.1 entropy:0.4747 +2026-01-08 11:42:38 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2849.06 total_reward_ma:2717.65 loss:0.003468 fps:2378 +frame:7.23e+06 wall_t:3041 t:451875 epi:nan +opt_step:112960 lr:6.926e-05 clip_eps:0.1 entropy:0.4592 +2026-01-08 11:42:41 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2869.95 total_reward_ma:2719.93 loss:0.01209 fps:2378 +frame:7.24e+06 wall_t:3044 t:452500 epi:nan +opt_step:113120 lr:6.901e-05 clip_eps:0.1 entropy:0.4609 +2026-01-08 11:42:45 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2866.75 total_reward_ma:2721.85 loss:0.008291 fps:2379 +frame:7.25e+06 wall_t:3048 t:453125 epi:nan +opt_step:113280 lr:6.875e-05 clip_eps:0.1 entropy:0.4906 +2026-01-08 11:42:48 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2854.99 total_reward_ma:2723.80 loss:0.03451 fps:2380 +frame:7.26e+06 wall_t:3051 t:453750 epi:nan +opt_step:113408 lr:6.855e-05 clip_eps:0.1 entropy:0.5687 +2026-01-08 11:42:51 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2834.53 total_reward_ma:2725.87 loss:0.02362 fps:2380 +frame:7.27e+06 wall_t:3054 t:454375 epi:nan +opt_step:113568 lr:6.829e-05 clip_eps:0.1 entropy:0.5365 +2026-01-08 11:42:55 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2868.87 total_reward_ma:2728.50 loss:0.01883 fps:2381 +frame:7.28e+06 wall_t:3058 t:455000 epi:nan +opt_step:113728 lr:6.804e-05 clip_eps:0.1 entropy:0.517 +2026-01-08 11:42:58 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2903.68 total_reward_ma:2731.11 loss:0.01747 fps:2382 +frame:7.29e+06 wall_t:3061 t:455625 epi:nan +opt_step:113888 lr:6.778e-05 clip_eps:0.1 entropy:0.5148 +2026-01-08 11:43:02 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2927.29 total_reward_ma:2733.96 loss:0.005492 fps:2382 +frame:7.30e+06 wall_t:3065 t:456250 epi:nan +opt_step:114048 lr:6.752e-05 clip_eps:0.1 entropy:0.474 +2026-01-08 11:43:06 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2887.95 total_reward_ma:2736.20 loss:0.001917 fps:2383 +frame:7.31e+06 wall_t:3068 t:456875 epi:nan +opt_step:114208 lr:6.727e-05 clip_eps:0.1 entropy:0.4421 +2026-01-08 11:43:09 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2907.92 total_reward_ma:2738.81 loss:0.01026 fps:2383 +frame:7.32e+06 wall_t:3072 t:457500 epi:nan +opt_step:114368 lr:6.701e-05 clip_eps:0.1 entropy:0.5113 +2026-01-08 11:43:14 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2920.68 total_reward_ma:2741.44 loss:0.003063 fps:2383 +frame:7.33e+06 wall_t:3076 t:458125 epi:nan +opt_step:114528 lr:6.676e-05 clip_eps:0.1 entropy:0.4889 +2026-01-08 11:43:18 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2905.51 total_reward_ma:2744.07 loss:0.0135 fps:2382 +frame:7.34e+06 wall_t:3081 t:458750 epi:nan +opt_step:114656 lr:6.655e-05 clip_eps:0.1 entropy:0.4927 +2026-01-08 11:43:23 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2889.24 total_reward_ma:2746.61 loss:0.00233 fps:2382 +frame:7.35e+06 wall_t:3085 t:459375 epi:nan +opt_step:114816 lr:6.629e-05 clip_eps:0.1 entropy:0.4677 +2026-01-08 11:43:27 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2896.05 total_reward_ma:2749.36 loss:0.01029 fps:2382 +frame:7.36e+06 wall_t:3090 t:460000 epi:nan +opt_step:114976 lr:6.604e-05 clip_eps:0.1 entropy:0.5304 +2026-01-08 11:43:32 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2896.58 total_reward_ma:2751.66 loss:0.01632 fps:2382 +frame:7.37e+06 wall_t:3094 t:460625 epi:nan +opt_step:115136 lr:6.578e-05 clip_eps:0.1 entropy:0.5416 +2026-01-08 11:43:37 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2886.12 total_reward_ma:2753.50 loss:0.01123 fps:2381 +frame:7.38e+06 wall_t:3100 t:461250 epi:nan +opt_step:115296 lr:6.553e-05 clip_eps:0.1 entropy:0.4809 +2026-01-08 11:43:42 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2868.68 total_reward_ma:2755.49 loss:0.0132 fps:2380 +frame:7.39e+06 wall_t:3105 t:461875 epi:nan +opt_step:115456 lr:6.527e-05 clip_eps:0.1 entropy:0.5246 +2026-01-08 11:43:47 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2877.39 total_reward_ma:2757.69 loss:0.02838 fps:2379 +frame:7.40e+06 wall_t:3110 t:462500 epi:nan +opt_step:115616 lr:6.501e-05 clip_eps:0.1 entropy:0.504 +2026-01-08 11:43:51 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2881.67 total_reward_ma:2760.07 loss:0.01807 fps:2380 +frame:7.41e+06 wall_t:3114 t:463125 epi:nan +opt_step:115776 lr:6.476e-05 clip_eps:0.1 entropy:0.5145 +2026-01-08 11:43:56 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2888.09 total_reward_ma:2762.42 loss:0.006769 fps:2379 +frame:7.42e+06 wall_t:3119 t:463750 epi:nan +opt_step:115936 lr:6.45e-05 clip_eps:0.1 entropy:0.5066 +2026-01-08 11:44:00 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2905.17 total_reward_ma:2765.16 loss:0.007046 fps:2379 +frame:7.43e+06 wall_t:3123 t:464375 epi:nan +opt_step:116064 lr:6.43e-05 clip_eps:0.1 entropy:0.4942 +2026-01-08 11:44:05 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2854.15 total_reward_ma:2767.44 loss:0.01129 fps:2379 +frame:7.44e+06 wall_t:3127 t:465000 epi:nan +opt_step:116224 lr:6.404e-05 clip_eps:0.1 entropy:0.5038 +2026-01-08 11:44:09 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2856.86 total_reward_ma:2769.81 loss:0.01352 fps:2379 +frame:7.45e+06 wall_t:3132 t:465625 epi:nan +opt_step:116384 lr:6.379e-05 clip_eps:0.1 entropy:0.4604 +2026-01-08 11:44:14 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2840.47 total_reward_ma:2771.93 loss:0.04157 fps:2379 +frame:7.46e+06 wall_t:3136 t:466250 epi:nan +opt_step:116544 lr:6.353e-05 clip_eps:0.1 entropy:0.5333 +2026-01-08 11:44:18 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2827.95 total_reward_ma:2773.50 loss:0.01104 fps:2378 +frame:7.47e+06 wall_t:3141 t:466875 epi:nan +opt_step:116704 lr:6.327e-05 clip_eps:0.1 entropy:0.4772 +2026-01-08 11:44:23 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2829.25 total_reward_ma:2774.92 loss:0.02397 fps:2378 +frame:7.48e+06 wall_t:3146 t:467500 epi:nan +opt_step:116864 lr:6.302e-05 clip_eps:0.1 entropy:0.4474 +2026-01-08 11:44:28 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2834.26 total_reward_ma:2776.25 loss:0.02143 fps:2377 +frame:7.49e+06 wall_t:3151 t:468125 epi:nan +opt_step:117024 lr:6.276e-05 clip_eps:0.1 entropy:0.4954 +2026-01-08 11:44:32 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2851.68 total_reward_ma:2777.53 loss:0.0276 fps:2377 +frame:7.50e+06 wall_t:3155 t:468750 epi:nan +opt_step:117184 lr:6.251e-05 clip_eps:0.1 entropy:0.5032 +2026-01-08 11:44:37 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2827.95 total_reward_ma:2778.34 loss:0.00502 fps:2377 +frame:7.51e+06 wall_t:3159 t:469375 epi:nan +opt_step:117312 lr:6.23e-05 clip_eps:0.1 entropy:0.4886 +2026-01-08 11:44:42 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2826.00 total_reward_ma:2779.73 loss:0.02509 fps:2377 +frame:7.52e+06 wall_t:3164 t:470000 epi:nan +opt_step:117472 lr:6.204e-05 clip_eps:0.1 entropy:0.5166 +2026-01-08 11:44:46 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2845.04 total_reward_ma:2781.57 loss:0.01491 fps:2376 +frame:7.53e+06 wall_t:3169 t:470625 epi:nan +opt_step:117632 lr:6.179e-05 clip_eps:0.1 entropy:0.4445 +2026-01-08 11:44:50 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2834.44 total_reward_ma:2783.49 loss:0.0006055 fps:2376 +frame:7.54e+06 wall_t:3173 t:471250 epi:nan +opt_step:117792 lr:6.153e-05 clip_eps:0.1 entropy:0.5106 +2026-01-08 11:44:55 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2827.74 total_reward_ma:2785.40 loss:0.0442 fps:2376 +frame:7.55e+06 wall_t:3177 t:471875 epi:nan +opt_step:117952 lr:6.128e-05 clip_eps:0.1 entropy:0.492 +2026-01-08 11:44:58 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2788.82 total_reward_ma:2786.77 loss:0.01862 fps:2377 +frame:7.56e+06 wall_t:3181 t:472500 epi:nan +opt_step:118112 lr:6.102e-05 clip_eps:0.1 entropy:0.4733 +2026-01-08 11:45:02 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2800.80 total_reward_ma:2788.12 loss:0.0215 fps:2377 +frame:7.57e+06 wall_t:3185 t:473125 epi:nan +opt_step:118272 lr:6.076e-05 clip_eps:0.1 entropy:0.5093 +2026-01-08 11:45:06 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2803.60 total_reward_ma:2789.44 loss:0.003817 fps:2378 +frame:7.58e+06 wall_t:3188 t:473750 epi:nan +opt_step:118432 lr:6.051e-05 clip_eps:0.1 entropy:0.4419 +2026-01-08 11:45:09 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2796.38 total_reward_ma:2790.63 loss:0.03001 fps:2378 +frame:7.59e+06 wall_t:3192 t:474375 epi:nan +opt_step:118592 lr:6.025e-05 clip_eps:0.1 entropy:0.5585 +2026-01-08 11:45:12 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2839.23 total_reward_ma:2792.23 loss:0.01735 fps:2379 +frame:7.60e+06 wall_t:3195 t:475000 epi:nan +opt_step:118720 lr:6.005e-05 clip_eps:0.1 entropy:0.5116 +2026-01-08 11:45:16 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2813.56 total_reward_ma:2793.53 loss:0.01918 fps:2379 +frame:7.61e+06 wall_t:3199 t:475625 epi:nan +opt_step:118880 lr:5.979e-05 clip_eps:0.1 entropy:0.462 +2026-01-08 11:45:19 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2778.87 total_reward_ma:2794.47 loss:0.03337 fps:2380 +frame:7.62e+06 wall_t:3202 t:476250 epi:nan +opt_step:119040 lr:5.954e-05 clip_eps:0.1 entropy:0.4885 +2026-01-08 11:45:22 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2768.52 total_reward_ma:2795.39 loss:0.006934 fps:2381 +frame:7.63e+06 wall_t:3205 t:476875 epi:nan +opt_step:119200 lr:5.928e-05 clip_eps:0.1 entropy:0.5004 +2026-01-08 11:45:26 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2772.45 total_reward_ma:2796.21 loss:0.00972 fps:2381 +frame:7.64e+06 wall_t:3209 t:477500 epi:nan +opt_step:119360 lr:5.902e-05 clip_eps:0.1 entropy:0.476 +2026-01-08 11:45:29 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2759.11 total_reward_ma:2796.50 loss:0.02103 fps:2382 +frame:7.65e+06 wall_t:3212 t:478125 epi:nan +opt_step:119520 lr:5.877e-05 clip_eps:0.1 entropy:0.5368 +2026-01-08 11:45:33 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2757.82 total_reward_ma:2797.00 loss:0.00881 fps:2382 +frame:7.66e+06 wall_t:3216 t:478750 epi:nan +opt_step:119680 lr:5.851e-05 clip_eps:0.1 entropy:0.5481 +2026-01-08 11:45:37 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2725.26 total_reward_ma:2797.55 loss:0.0172 fps:2382 +frame:7.67e+06 wall_t:3220 t:479375 epi:nan +opt_step:119840 lr:5.826e-05 clip_eps:0.1 entropy:0.5135 +2026-01-08 11:45:41 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2745.53 total_reward_ma:2798.76 loss:0.00847 fps:2383 +frame:7.68e+06 wall_t:3223 t:480000 epi:nan +opt_step:120000 lr:5.8e-05 clip_eps:0.1 entropy:0.5174 +2026-01-08 11:45:44 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2749.11 total_reward_ma:2799.90 loss:0.0267 fps:2383 +frame:7.69e+06 wall_t:3227 t:480625 epi:nan +opt_step:120128 lr:5.78e-05 clip_eps:0.1 entropy:0.5552 +2026-01-08 11:45:47 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2724.87 total_reward_ma:2800.81 loss:0.01826 fps:2384 +frame:7.70e+06 wall_t:3230 t:481250 epi:nan +opt_step:120288 lr:5.754e-05 clip_eps:0.1 entropy:0.4981 +2026-01-08 11:45:51 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2706.38 total_reward_ma:2802.18 loss:0.0205 fps:2384 +frame:7.71e+06 wall_t:3234 t:481875 epi:nan +opt_step:120448 lr:5.728e-05 clip_eps:0.1 entropy:0.5164 +2026-01-08 11:45:54 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2707.65 total_reward_ma:2803.42 loss:0.01048 fps:2385 +frame:7.72e+06 wall_t:3237 t:482500 epi:nan +opt_step:120608 lr:5.703e-05 clip_eps:0.1 entropy:0.5158 +2026-01-08 11:45:58 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2682.87 total_reward_ma:2803.74 loss:0.01172 fps:2385 +frame:7.73e+06 wall_t:3241 t:483125 epi:nan +opt_step:120768 lr:5.677e-05 clip_eps:0.1 entropy:0.5079 +2026-01-08 11:46:02 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2660.51 total_reward_ma:2803.86 loss:0.004447 fps:2385 +frame:7.74e+06 wall_t:3245 t:483750 epi:nan +opt_step:120928 lr:5.652e-05 clip_eps:0.1 entropy:0.4882 +2026-01-08 11:46:06 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2663.77 total_reward_ma:2803.89 loss:0.03299 fps:2385 +frame:7.75e+06 wall_t:3249 t:484375 epi:nan +opt_step:121088 lr:5.626e-05 clip_eps:0.1 entropy:0.5629 +2026-01-08 11:46:10 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2664.94 total_reward_ma:2803.89 loss:0.01268 fps:2385 +frame:7.76e+06 wall_t:3253 t:485000 epi:nan +opt_step:121248 lr:5.6e-05 clip_eps:0.1 entropy:0.4939 +2026-01-08 11:46:13 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2729.93 total_reward_ma:2804.55 loss:0.0217 fps:2386 +frame:7.77e+06 wall_t:3256 t:485625 epi:nan +opt_step:121376 lr:5.58e-05 clip_eps:0.1 entropy:0.4882 +2026-01-08 11:46:17 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2743.88 total_reward_ma:2805.93 loss:0.01117 fps:2387 +frame:7.78e+06 wall_t:3260 t:486250 epi:nan +opt_step:121536 lr:5.554e-05 clip_eps:0.1 entropy:0.5169 +2026-01-08 11:46:20 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2745.49 total_reward_ma:2807.36 loss:0.01971 fps:2387 +frame:7.79e+06 wall_t:3263 t:486875 epi:nan +opt_step:121696 lr:5.529e-05 clip_eps:0.1 entropy:0.5266 +2026-01-08 11:46:24 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2772.79 total_reward_ma:2809.37 loss:0.008756 fps:2388 +frame:7.80e+06 wall_t:3267 t:487500 epi:nan +opt_step:121856 lr:5.503e-05 clip_eps:0.1 entropy:0.5407 +2026-01-08 11:46:28 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2772.47 total_reward_ma:2811.22 loss:0.008166 fps:2388 +frame:7.81e+06 wall_t:3270 t:488125 epi:nan +opt_step:122016 lr:5.477e-05 clip_eps:0.1 entropy:0.55 +2026-01-08 11:46:31 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2775.28 total_reward_ma:2813.44 loss:0.01447 fps:2389 +frame:7.82e+06 wall_t:3274 t:488750 epi:nan +opt_step:122176 lr:5.452e-05 clip_eps:0.1 entropy:0.5337 +2026-01-08 11:46:35 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2740.91 total_reward_ma:2815.05 loss:0.004983 fps:2389 +frame:7.83e+06 wall_t:3278 t:489375 epi:nan +opt_step:122336 lr:5.426e-05 clip_eps:0.1 entropy:0.5864 +2026-01-08 11:46:38 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2823.65 total_reward_ma:2817.68 loss:0.02818 fps:2390 +frame:7.84e+06 wall_t:3281 t:490000 epi:nan +opt_step:122496 lr:5.401e-05 clip_eps:0.1 entropy:0.4957 +2026-01-08 11:46:42 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2836.27 total_reward_ma:2820.61 loss:0.01563 fps:2390 +frame:7.85e+06 wall_t:3284 t:490625 epi:nan +opt_step:122656 lr:5.375e-05 clip_eps:0.1 entropy:0.5383 +2026-01-08 11:46:45 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2815.70 total_reward_ma:2823.27 loss:0.01271 fps:2391 +frame:7.86e+06 wall_t:3288 t:491250 epi:nan +opt_step:122784 lr:5.355e-05 clip_eps:0.1 entropy:0.4988 +2026-01-08 11:46:48 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2846.55 total_reward_ma:2825.48 loss:0.009236 fps:2391 +frame:7.87e+06 wall_t:3291 t:491875 epi:nan +opt_step:122944 lr:5.329e-05 clip_eps:0.1 entropy:0.5449 +2026-01-08 11:46:52 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2853.95 total_reward_ma:2827.87 loss:0.005973 fps:2392 +frame:7.88e+06 wall_t:3295 t:492500 epi:nan +opt_step:123104 lr:5.303e-05 clip_eps:0.1 entropy:0.5531 +2026-01-08 11:46:55 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2877.97 total_reward_ma:2829.92 loss:0.01719 fps:2392 +frame:7.89e+06 wall_t:3298 t:493125 epi:nan +opt_step:123264 lr:5.278e-05 clip_eps:0.1 entropy:0.5054 +2026-01-08 11:46:59 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2887.02 total_reward_ma:2831.54 loss:0.008125 fps:2392 +frame:7.90e+06 wall_t:3302 t:493750 epi:nan +opt_step:123424 lr:5.252e-05 clip_eps:0.1 entropy:0.4831 +2026-01-08 11:47:03 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2885.98 total_reward_ma:2833.14 loss:-0.005467 fps:2393 +frame:7.91e+06 wall_t:3306 t:494375 epi:nan +opt_step:123584 lr:5.227e-05 clip_eps:0.1 entropy:0.4573 +2026-01-08 11:47:06 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2915.85 total_reward_ma:2834.88 loss:0.03456 fps:2393 +frame:7.92e+06 wall_t:3309 t:495000 epi:nan +opt_step:123744 lr:5.201e-05 clip_eps:0.1 entropy:0.4948 +2026-01-08 11:47:10 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2939.85 total_reward_ma:2836.11 loss:0.00413 fps:2394 +frame:7.93e+06 wall_t:3313 t:495625 epi:nan +opt_step:123904 lr:5.175e-05 clip_eps:0.1 entropy:0.5348 +2026-01-08 11:47:13 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3024.22 total_reward_ma:2837.97 loss:0.01643 fps:2394 +frame:7.94e+06 wall_t:3316 t:496250 epi:nan +opt_step:124032 lr:5.155e-05 clip_eps:0.1 entropy:0.4719 +2026-01-08 11:47:16 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3051.15 total_reward_ma:2840.32 loss:0.02253 fps:2395 +frame:7.95e+06 wall_t:3319 t:496875 epi:nan +opt_step:124192 lr:5.129e-05 clip_eps:0.1 entropy:0.5355 +2026-01-08 11:47:20 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3080.45 total_reward_ma:2842.77 loss:0.01235 fps:2396 +frame:7.96e+06 wall_t:3322 t:497500 epi:nan +opt_step:124352 lr:5.104e-05 clip_eps:0.1 entropy:0.5144 +2026-01-08 11:47:23 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3104.97 total_reward_ma:2845.49 loss:0.00684 fps:2396 +frame:7.97e+06 wall_t:3326 t:498125 epi:nan +opt_step:124512 lr:5.078e-05 clip_eps:0.1 entropy:0.5279 +2026-01-08 11:47:27 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3140.99 total_reward_ma:2848.19 loss:0.01317 fps:2396 +frame:7.98e+06 wall_t:3330 t:498750 epi:nan +opt_step:124672 lr:5.052e-05 clip_eps:0.1 entropy:0.4921 +2026-01-08 11:47:30 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3168.90 total_reward_ma:2851.28 loss:0.02275 fps:2397 +frame:7.99e+06 wall_t:3333 t:499375 epi:nan +opt_step:124832 lr:5.027e-05 clip_eps:0.1 entropy:0.5016 +2026-01-08 11:47:34 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3168.90 total_reward_ma:2854.40 loss:0.03012 fps:2397 +frame:8.00e+06 wall_t:3337 t:500000 epi:nan +opt_step:124992 lr:5.001e-05 clip_eps:0.1 entropy:0.5891 +2026-01-08 11:47:38 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3144.15 total_reward_ma:2857.14 loss:0.03045 fps:2398 +frame:8.01e+06 wall_t:3340 t:500625 epi:nan +opt_step:125152 lr:4.976e-05 clip_eps:0.1 entropy:0.5569 +2026-01-08 11:47:42 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3167.58 total_reward_ma:2859.76 loss:0.0136 fps:2398 +frame:8.02e+06 wall_t:3345 t:501250 epi:nan +opt_step:125312 lr:4.95e-05 clip_eps:0.1 entropy:0.4977 +2026-01-08 11:47:45 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3143.30 total_reward_ma:2861.81 loss:0.03071 fps:2398 +frame:8.03e+06 wall_t:3348 t:501875 epi:nan +opt_step:125440 lr:4.93e-05 clip_eps:0.1 entropy:0.5393 +2026-01-08 11:47:49 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3168.58 total_reward_ma:2864.14 loss:0.0212 fps:2399 +frame:8.04e+06 wall_t:3352 t:502500 epi:nan +opt_step:125600 lr:4.904e-05 clip_eps:0.1 entropy:0.5627 +2026-01-08 11:47:53 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3168.05 total_reward_ma:2866.71 loss:0.01405 fps:2399 +frame:8.05e+06 wall_t:3356 t:503125 epi:nan +opt_step:125760 lr:4.878e-05 clip_eps:0.1 entropy:0.4896 +2026-01-08 11:47:57 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3167.46 total_reward_ma:2869.31 loss:0.001056 fps:2400 +frame:8.06e+06 wall_t:3359 t:503750 epi:nan +opt_step:125920 lr:4.853e-05 clip_eps:0.1 entropy:0.4771 +2026-01-08 11:48:00 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3157.24 total_reward_ma:2871.82 loss:0.0166 fps:2400 +frame:8.07e+06 wall_t:3363 t:504375 epi:nan +opt_step:126080 lr:4.827e-05 clip_eps:0.1 entropy:0.5441 +2026-01-08 11:48:04 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3198.77 total_reward_ma:2874.50 loss:0.03783 fps:2400 +frame:8.08e+06 wall_t:3367 t:505000 epi:nan +opt_step:126240 lr:4.802e-05 clip_eps:0.1 entropy:0.5421 +2026-01-08 11:48:08 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3199.76 total_reward_ma:2877.32 loss:0.0006894 fps:2400 +frame:8.09e+06 wall_t:3371 t:505625 epi:nan +opt_step:126400 lr:4.776e-05 clip_eps:0.1 entropy:0.5024 +2026-01-08 11:48:11 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3225.38 total_reward_ma:2880.49 loss:0.01444 fps:2401 +frame:8.10e+06 wall_t:3374 t:506250 epi:nan +opt_step:126560 lr:4.75e-05 clip_eps:0.1 entropy:0.4705 +2026-01-08 11:48:14 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3220.11 total_reward_ma:2883.68 loss:0.01157 fps:2402 +frame:8.11e+06 wall_t:3377 t:506875 epi:nan +opt_step:126688 lr:4.73e-05 clip_eps:0.1 entropy:0.4744 +2026-01-08 11:48:17 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3238.26 total_reward_ma:2886.97 loss:0.02304 fps:2402 +frame:8.12e+06 wall_t:3380 t:507500 epi:nan +opt_step:126848 lr:4.704e-05 clip_eps:0.1 entropy:0.5008 +2026-01-08 11:48:21 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3237.33 total_reward_ma:2890.23 loss:0.006569 fps:2402 +frame:8.13e+06 wall_t:3384 t:508125 epi:nan +opt_step:127008 lr:4.679e-05 clip_eps:0.1 entropy:0.4655 +2026-01-08 11:48:25 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3232.91 total_reward_ma:2893.69 loss:0.01275 fps:2403 +frame:8.14e+06 wall_t:3388 t:508750 epi:nan +opt_step:127168 lr:4.653e-05 clip_eps:0.1 entropy:0.4804 +2026-01-08 11:48:29 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3264.61 total_reward_ma:2897.76 loss:0.02522 fps:2403 +frame:8.15e+06 wall_t:3391 t:509375 epi:nan +opt_step:127328 lr:4.628e-05 clip_eps:0.1 entropy:0.4498 +2026-01-08 11:48:32 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3267.85 total_reward_ma:2901.89 loss:0.02211 fps:2404 +frame:8.16e+06 wall_t:3395 t:510000 epi:nan +opt_step:127488 lr:4.602e-05 clip_eps:0.1 entropy:0.4385 +2026-01-08 11:48:36 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3260.72 total_reward_ma:2906.08 loss:0.007783 fps:2404 +frame:8.17e+06 wall_t:3399 t:510625 epi:nan +opt_step:127648 lr:4.576e-05 clip_eps:0.1 entropy:0.4569 +2026-01-08 11:48:40 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3257.59 total_reward_ma:2910.08 loss:0.009075 fps:2404 +frame:8.18e+06 wall_t:3402 t:511250 epi:nan +opt_step:127808 lr:4.551e-05 clip_eps:0.1 entropy:0.4553 +2026-01-08 11:48:43 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3267.05 total_reward_ma:2914.82 loss:0.01232 fps:2405 +frame:8.19e+06 wall_t:3406 t:511875 epi:nan +opt_step:127968 lr:4.525e-05 clip_eps:0.1 entropy:0.4638 +2026-01-08 11:48:47 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3240.60 total_reward_ma:2919.49 loss:0.03954 fps:2405 +frame:8.20e+06 wall_t:3410 t:512500 epi:nan +opt_step:128096 lr:4.505e-05 clip_eps:0.1 entropy:0.4607 +2026-01-08 11:48:51 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3181.43 total_reward_ma:2923.06 loss:0.004462 fps:2406 +frame:8.21e+06 wall_t:3413 t:513125 epi:nan +opt_step:128256 lr:4.479e-05 clip_eps:0.1 entropy:0.4649 +2026-01-08 11:48:54 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3158.77 total_reward_ma:2926.23 loss:0.01276 fps:2406 +frame:8.22e+06 wall_t:3417 t:513750 epi:nan +opt_step:128416 lr:4.453e-05 clip_eps:0.1 entropy:0.5131 +2026-01-08 11:48:58 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3179.84 total_reward_ma:2929.53 loss:0.001571 fps:2406 +frame:8.23e+06 wall_t:3421 t:514375 epi:nan +opt_step:128576 lr:4.428e-05 clip_eps:0.1 entropy:0.4851 +2026-01-08 11:49:02 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3176.35 total_reward_ma:2932.60 loss:0.01333 fps:2407 +frame:8.24e+06 wall_t:3424 t:515000 epi:nan +opt_step:128736 lr:4.402e-05 clip_eps:0.1 entropy:0.4815 +2026-01-08 11:49:06 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3177.99 total_reward_ma:2935.71 loss:0.0145 fps:2407 +frame:8.25e+06 wall_t:3428 t:515625 epi:nan +opt_step:128896 lr:4.377e-05 clip_eps:0.1 entropy:0.5179 +2026-01-08 11:49:10 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3192.96 total_reward_ma:2939.09 loss:0.006886 fps:2406 +frame:8.26e+06 wall_t:3433 t:516250 epi:nan +opt_step:129056 lr:4.351e-05 clip_eps:0.1 entropy:0.5199 +2026-01-08 11:49:14 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3194.98 total_reward_ma:2942.69 loss:-0.002246 fps:2406 +frame:8.27e+06 wall_t:3437 t:516875 epi:nan +opt_step:129216 lr:4.325e-05 clip_eps:0.1 entropy:0.4824 +2026-01-08 11:49:17 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3192.71 total_reward_ma:2945.93 loss:0.004172 fps:2407 +frame:8.28e+06 wall_t:3440 t:517500 epi:nan +opt_step:129344 lr:4.305e-05 clip_eps:0.1 entropy:0.5559 +2026-01-08 11:49:21 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3180.88 total_reward_ma:2948.71 loss:0.006793 fps:2407 +frame:8.29e+06 wall_t:3444 t:518125 epi:nan +opt_step:129504 lr:4.279e-05 clip_eps:0.1 entropy:0.4294 +2026-01-08 11:49:25 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3181.57 total_reward_ma:2951.25 loss:0.01096 fps:2407 +frame:8.30e+06 wall_t:3448 t:518750 epi:nan +opt_step:129664 lr:4.254e-05 clip_eps:0.1 entropy:0.4085 +2026-01-08 11:49:29 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3173.59 total_reward_ma:2954.10 loss:0.01271 fps:2407 +frame:8.31e+06 wall_t:3452 t:519375 epi:nan +opt_step:129824 lr:4.228e-05 clip_eps:0.1 entropy:0.4778 +2026-01-08 11:49:33 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3184.87 total_reward_ma:2956.87 loss:0.01294 fps:2407 +frame:8.32e+06 wall_t:3456 t:520000 epi:nan +opt_step:129984 lr:4.203e-05 clip_eps:0.1 entropy:0.5078 +2026-01-08 11:49:37 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3142.20 total_reward_ma:2959.09 loss:0.02284 fps:2408 +frame:8.33e+06 wall_t:3460 t:520625 epi:nan +opt_step:130144 lr:4.177e-05 clip_eps:0.1 entropy:0.4935 +2026-01-08 11:49:41 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3151.95 total_reward_ma:2961.55 loss:0.002763 fps:2408 +frame:8.34e+06 wall_t:3463 t:521250 epi:nan +opt_step:130304 lr:4.151e-05 clip_eps:0.1 entropy:0.4309 +2026-01-08 11:49:44 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3144.99 total_reward_ma:2964.11 loss:0.03045 fps:2408 +frame:8.35e+06 wall_t:3467 t:521875 epi:nan +opt_step:130464 lr:4.126e-05 clip_eps:0.1 entropy:0.5002 +2026-01-08 11:49:47 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3117.59 total_reward_ma:2966.33 loss:0.01897 fps:2409 +frame:8.36e+06 wall_t:3470 t:522500 epi:nan +opt_step:130624 lr:4.1e-05 clip_eps:0.1 entropy:0.4506 +2026-01-08 11:49:51 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3136.68 total_reward_ma:2968.73 loss:0.01368 fps:2410 +frame:8.37e+06 wall_t:3473 t:523125 epi:nan +opt_step:130752 lr:4.08e-05 clip_eps:0.1 entropy:0.4998 +2026-01-08 11:49:55 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3123.61 total_reward_ma:2971.10 loss:0.01442 fps:2409 +frame:8.38e+06 wall_t:3478 t:523750 epi:nan +opt_step:130912 lr:4.054e-05 clip_eps:0.1 entropy:0.4478 +2026-01-08 11:49:59 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3067.56 total_reward_ma:2973.09 loss:0.02564 fps:2410 +frame:8.39e+06 wall_t:3482 t:524375 epi:nan +opt_step:131072 lr:4.028e-05 clip_eps:0.1 entropy:0.4592 +2026-01-08 11:50:02 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3052.57 total_reward_ma:2974.84 loss:0.01837 fps:2410 +frame:8.40e+06 wall_t:3485 t:525000 epi:nan +opt_step:131232 lr:4.003e-05 clip_eps:0.1 entropy:0.5111 +2026-01-08 11:50:06 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2993.47 total_reward_ma:2975.96 loss:0.005961 fps:2410 +frame:8.41e+06 wall_t:3489 t:525625 epi:nan +opt_step:131392 lr:3.977e-05 clip_eps:0.1 entropy:0.4516 +2026-01-08 11:50:10 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2965.90 total_reward_ma:2976.74 loss:0.01794 fps:2411 +frame:8.42e+06 wall_t:3492 t:526250 epi:nan +opt_step:131552 lr:3.952e-05 clip_eps:0.1 entropy:0.501 +2026-01-08 11:50:13 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2961.14 total_reward_ma:2977.30 loss:-0.001104 fps:2411 +frame:8.43e+06 wall_t:3496 t:526875 epi:nan +opt_step:131712 lr:3.926e-05 clip_eps:0.1 entropy:0.4748 +2026-01-08 11:50:17 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2984.97 total_reward_ma:2978.61 loss:0.01465 fps:2411 +frame:8.44e+06 wall_t:3500 t:527500 epi:nan +opt_step:131872 lr:3.9e-05 clip_eps:0.1 entropy:0.4921 +2026-01-08 11:50:20 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3012.52 total_reward_ma:2980.16 loss:0.01047 fps:2412 +frame:8.45e+06 wall_t:3503 t:528125 epi:nan +opt_step:132000 lr:3.88e-05 clip_eps:0.1 entropy:0.4923 +2026-01-08 11:50:23 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2954.95 total_reward_ma:2981.31 loss:0.01294 fps:2413 +frame:8.46e+06 wall_t:3506 t:528750 epi:nan +opt_step:132160 lr:3.854e-05 clip_eps:0.1 entropy:0.4986 +2026-01-08 11:50:27 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3010.04 total_reward_ma:2983.13 loss:0.01267 fps:2413 +frame:8.47e+06 wall_t:3510 t:529375 epi:nan +opt_step:132320 lr:3.829e-05 clip_eps:0.1 entropy:0.5228 +2026-01-08 11:50:31 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2976.05 total_reward_ma:2984.60 loss:0.007183 fps:2413 +frame:8.48e+06 wall_t:3514 t:530000 epi:nan +opt_step:132480 lr:3.803e-05 clip_eps:0.1 entropy:0.4523 +2026-01-08 11:50:35 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2966.79 total_reward_ma:2985.92 loss:0.02709 fps:2413 +frame:8.49e+06 wall_t:3518 t:530625 epi:nan +opt_step:132640 lr:3.778e-05 clip_eps:0.1 entropy:0.5314 +2026-01-08 11:50:39 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2925.71 total_reward_ma:2986.66 loss:0.01308 fps:2413 +frame:8.50e+06 wall_t:3522 t:531250 epi:nan +opt_step:132800 lr:3.752e-05 clip_eps:0.1 entropy:0.4632 +2026-01-08 11:50:42 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2991.41 total_reward_ma:2988.30 loss:0.005229 fps:2414 +frame:8.51e+06 wall_t:3525 t:531875 epi:nan +opt_step:132960 lr:3.726e-05 clip_eps:0.1 entropy:0.4804 +2026-01-08 11:50:46 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2993.61 total_reward_ma:2989.97 loss:0.01288 fps:2414 +frame:8.52e+06 wall_t:3529 t:532500 epi:nan +opt_step:133120 lr:3.701e-05 clip_eps:0.1 entropy:0.4431 +2026-01-08 11:50:50 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:2971.68 total_reward_ma:2991.24 loss:0.02169 fps:2415 +frame:8.53e+06 wall_t:3532 t:533125 epi:nan +opt_step:133280 lr:3.675e-05 clip_eps:0.1 entropy:0.4351 +2026-01-08 11:50:53 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3019.33 total_reward_ma:2993.09 loss:0.00635 fps:2415 +frame:8.54e+06 wall_t:3536 t:533750 epi:nan +opt_step:133408 lr:3.655e-05 clip_eps:0.1 entropy:0.4331 +2026-01-08 11:50:56 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3018.58 total_reward_ma:2995.00 loss:0.007689 fps:2416 +frame:8.55e+06 wall_t:3539 t:534375 epi:nan +opt_step:133568 lr:3.629e-05 clip_eps:0.1 entropy:0.4423 +2026-01-08 11:51:00 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3015.14 total_reward_ma:2997.26 loss:0.002912 fps:2417 +frame:8.56e+06 wall_t:3542 t:535000 epi:nan +opt_step:133728 lr:3.604e-05 clip_eps:0.1 entropy:0.5465 +2026-01-08 11:51:03 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3024.70 total_reward_ma:2999.50 loss:0.01905 fps:2417 +frame:8.57e+06 wall_t:3546 t:535625 epi:nan +opt_step:133888 lr:3.578e-05 clip_eps:0.1 entropy:0.5053 +2026-01-08 11:51:07 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3018.81 total_reward_ma:3001.65 loss:0.02398 fps:2417 +frame:8.58e+06 wall_t:3550 t:536250 epi:nan +opt_step:134048 lr:3.552e-05 clip_eps:0.1 entropy:0.5226 +2026-01-08 11:51:10 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3053.67 total_reward_ma:3004.22 loss:0.01316 fps:2418 +frame:8.59e+06 wall_t:3553 t:536875 epi:nan +opt_step:134208 lr:3.527e-05 clip_eps:0.1 entropy:0.5346 +2026-01-08 11:51:14 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3075.50 total_reward_ma:3006.59 loss:-0.00226 fps:2418 +frame:8.60e+06 wall_t:3557 t:537500 epi:nan +opt_step:134368 lr:3.501e-05 clip_eps:0.1 entropy:0.5191 +2026-01-08 11:51:17 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3087.85 total_reward_ma:3009.33 loss:0.01597 fps:2419 +frame:8.61e+06 wall_t:3560 t:538125 epi:nan +opt_step:134528 lr:3.476e-05 clip_eps:0.1 entropy:0.5054 +2026-01-08 11:51:21 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3131.40 total_reward_ma:3012.85 loss:0.01916 fps:2419 +frame:8.62e+06 wall_t:3564 t:538750 epi:nan +opt_step:134656 lr:3.455e-05 clip_eps:0.1 entropy:0.4877 +2026-01-08 11:51:24 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3134.04 total_reward_ma:3016.51 loss:0.00846 fps:2419 +frame:8.63e+06 wall_t:3567 t:539375 epi:nan +opt_step:134816 lr:3.429e-05 clip_eps:0.1 entropy:0.5397 +2026-01-08 11:51:28 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3115.80 total_reward_ma:3019.94 loss:0.03892 fps:2420 +frame:8.64e+06 wall_t:3570 t:540000 epi:nan +opt_step:134976 lr:3.404e-05 clip_eps:0.1 entropy:0.5525 +2026-01-08 11:51:31 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3099.81 total_reward_ma:3023.35 loss:0.01664 fps:2420 +frame:8.65e+06 wall_t:3574 t:540625 epi:nan +opt_step:135136 lr:3.378e-05 clip_eps:0.1 entropy:0.4616 +2026-01-08 11:51:35 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3111.32 total_reward_ma:3026.89 loss:0.0008268 fps:2420 +frame:8.66e+06 wall_t:3578 t:541250 epi:nan +opt_step:135296 lr:3.353e-05 clip_eps:0.1 entropy:0.4868 +2026-01-08 11:51:38 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3118.47 total_reward_ma:3030.82 loss:0.01628 fps:2421 +frame:8.67e+06 wall_t:3581 t:541875 epi:nan +opt_step:135456 lr:3.327e-05 clip_eps:0.1 entropy:0.4704 +2026-01-08 11:51:42 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3130.83 total_reward_ma:3034.67 loss:0.01444 fps:2421 +frame:8.68e+06 wall_t:3585 t:542500 epi:nan +opt_step:135616 lr:3.301e-05 clip_eps:0.1 entropy:0.5612 +2026-01-08 11:51:45 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3142.82 total_reward_ma:3038.61 loss:0.025 fps:2422 +frame:8.69e+06 wall_t:3588 t:543125 epi:nan +opt_step:135776 lr:3.276e-05 clip_eps:0.1 entropy:0.519 +2026-01-08 11:51:49 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3140.42 total_reward_ma:3042.76 loss:0.02854 fps:2423 +frame:8.70e+06 wall_t:3591 t:543750 epi:nan +opt_step:135936 lr:3.25e-05 clip_eps:0.1 entropy:0.5209 +2026-01-08 11:51:52 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3141.64 total_reward_ma:3047.12 loss:0.01783 fps:2423 +frame:8.71e+06 wall_t:3594 t:544375 epi:nan +opt_step:136064 lr:3.23e-05 clip_eps:0.1 entropy:0.54 +2026-01-08 11:51:55 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3202.30 total_reward_ma:3052.06 loss:0.007646 fps:2424 +frame:8.72e+06 wall_t:3598 t:545000 epi:nan +opt_step:136224 lr:3.204e-05 clip_eps:0.1 entropy:0.4715 +2026-01-08 11:51:59 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3194.45 total_reward_ma:3057.18 loss:0.02311 fps:2424 +frame:8.73e+06 wall_t:3602 t:545625 epi:nan +opt_step:136384 lr:3.179e-05 clip_eps:0.1 entropy:0.5425 +2026-01-08 11:52:02 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3219.50 total_reward_ma:3062.77 loss:0.008633 fps:2424 +frame:8.74e+06 wall_t:3605 t:546250 epi:nan +opt_step:136544 lr:3.153e-05 clip_eps:0.1 entropy:0.5355 +2026-01-08 11:52:06 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3236.90 total_reward_ma:3068.50 loss:0.02059 fps:2424 +frame:8.75e+06 wall_t:3609 t:546875 epi:nan +opt_step:136704 lr:3.127e-05 clip_eps:0.1 entropy:0.5044 +2026-01-08 11:52:10 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3177.92 total_reward_ma:3073.63 loss:0.03191 fps:2425 +frame:8.76e+06 wall_t:3613 t:547500 epi:nan +opt_step:136864 lr:3.102e-05 clip_eps:0.1 entropy:0.5521 +2026-01-08 11:52:14 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3196.05 total_reward_ma:3078.29 loss:0.01715 fps:2425 +frame:8.77e+06 wall_t:3617 t:548125 epi:nan +opt_step:137024 lr:3.076e-05 clip_eps:0.1 entropy:0.5112 +2026-01-08 11:52:18 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3226.82 total_reward_ma:3083.12 loss:0.02987 fps:2425 +frame:8.78e+06 wall_t:3621 t:548750 epi:nan +opt_step:137184 lr:3.051e-05 clip_eps:0.1 entropy:0.5061 +2026-01-08 11:52:21 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3232.27 total_reward_ma:3087.99 loss:0.01368 fps:2425 +frame:8.79e+06 wall_t:3624 t:549375 epi:nan +opt_step:137312 lr:3.03e-05 clip_eps:0.1 entropy:0.4761 +2026-01-08 11:52:24 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3260.71 total_reward_ma:3092.87 loss:0.01442 fps:2426 +frame:8.80e+06 wall_t:3627 t:550000 epi:nan +opt_step:137472 lr:3.004e-05 clip_eps:0.1 entropy:0.5633 +2026-01-08 11:52:29 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3239.88 total_reward_ma:3097.54 loss:0.02666 fps:2426 +frame:8.81e+06 wall_t:3631 t:550625 epi:nan +opt_step:137632 lr:2.979e-05 clip_eps:0.1 entropy:0.5378 +2026-01-08 11:52:33 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3233.15 total_reward_ma:3102.12 loss:0.005196 fps:2426 +frame:8.82e+06 wall_t:3635 t:551250 epi:nan +opt_step:137792 lr:2.953e-05 clip_eps:0.1 entropy:0.5012 +2026-01-08 11:52:37 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3262.92 total_reward_ma:3107.34 loss:0.01388 fps:2426 +frame:8.83e+06 wall_t:3640 t:551875 epi:nan +opt_step:137952 lr:2.928e-05 clip_eps:0.1 entropy:0.5219 +2026-01-08 11:52:40 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3275.70 total_reward_ma:3111.86 loss:0.005143 fps:2427 +frame:8.84e+06 wall_t:3643 t:552500 epi:nan +opt_step:138112 lr:2.902e-05 clip_eps:0.1 entropy:0.5867 +2026-01-08 11:52:44 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3233.98 total_reward_ma:3115.84 loss:0.01744 fps:2427 +frame:8.85e+06 wall_t:3647 t:553125 epi:nan +opt_step:138272 lr:2.876e-05 clip_eps:0.1 entropy:0.562 +2026-01-08 11:52:48 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3243.62 total_reward_ma:3120.12 loss:0.01717 fps:2427 +frame:8.86e+06 wall_t:3650 t:553750 epi:nan +opt_step:138432 lr:2.851e-05 clip_eps:0.1 entropy:0.5496 +2026-01-08 11:52:51 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3224.39 total_reward_ma:3123.90 loss:0.01004 fps:2427 +frame:8.87e+06 wall_t:3654 t:554375 epi:nan +opt_step:138592 lr:2.825e-05 clip_eps:0.1 entropy:0.5573 +2026-01-08 11:52:54 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3230.22 total_reward_ma:3127.66 loss:0.02189 fps:2428 +frame:8.88e+06 wall_t:3657 t:555000 epi:nan +opt_step:138720 lr:2.805e-05 clip_eps:0.1 entropy:0.5223 +2026-01-08 11:52:57 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3271.72 total_reward_ma:3131.60 loss:0.02068 fps:2429 +frame:8.89e+06 wall_t:3660 t:555625 epi:nan +opt_step:138880 lr:2.779e-05 clip_eps:0.1 entropy:0.5799 +2026-01-08 11:53:01 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3311.80 total_reward_ma:3135.84 loss:0.01362 fps:2429 +frame:8.90e+06 wall_t:3664 t:556250 epi:nan +opt_step:139040 lr:2.754e-05 clip_eps:0.1 entropy:0.5375 +2026-01-08 11:53:04 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3351.12 total_reward_ma:3140.50 loss:0.03093 fps:2430 +frame:8.91e+06 wall_t:3667 t:556875 epi:nan +opt_step:139200 lr:2.728e-05 clip_eps:0.1 entropy:0.5191 +2026-01-08 11:53:08 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3366.12 total_reward_ma:3145.00 loss:0.007594 fps:2430 +frame:8.92e+06 wall_t:3671 t:557500 epi:nan +opt_step:139360 lr:2.702e-05 clip_eps:0.1 entropy:0.493 +2026-01-08 11:53:12 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3387.96 total_reward_ma:3149.48 loss:0.01154 fps:2430 +frame:8.93e+06 wall_t:3675 t:558125 epi:nan +opt_step:139520 lr:2.677e-05 clip_eps:0.1 entropy:0.525 +2026-01-08 11:53:16 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3388.52 total_reward_ma:3153.12 loss:0.05985 fps:2431 +frame:8.94e+06 wall_t:3678 t:558750 epi:nan +opt_step:139680 lr:2.651e-05 clip_eps:0.1 entropy:0.5589 +2026-01-08 11:53:19 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3388.31 total_reward_ma:3156.49 loss:0.008639 fps:2431 +frame:8.95e+06 wall_t:3682 t:559375 epi:nan +opt_step:139840 lr:2.626e-05 clip_eps:0.1 entropy:0.501 +2026-01-08 11:53:23 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3373.97 total_reward_ma:3159.43 loss:0.009303 fps:2431 +frame:8.96e+06 wall_t:3685 t:560000 epi:nan +opt_step:140000 lr:2.6e-05 clip_eps:0.1 entropy:0.516 +2026-01-08 11:53:26 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3374.62 total_reward_ma:3162.12 loss:-0.0008684 fps:2432 +frame:8.97e+06 wall_t:3689 t:560625 epi:nan +opt_step:140128 lr:2.58e-05 clip_eps:0.1 entropy:0.5099 +2026-01-08 11:53:29 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3405.45 total_reward_ma:3164.77 loss:0.003706 fps:2432 +frame:8.98e+06 wall_t:3692 t:561250 epi:nan +opt_step:140288 lr:2.554e-05 clip_eps:0.1 entropy:0.5138 +2026-01-08 11:53:33 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3412.80 total_reward_ma:3167.21 loss:0.01798 fps:2433 +frame:8.99e+06 wall_t:3695 t:561875 epi:nan +opt_step:140448 lr:2.528e-05 clip_eps:0.1 entropy:0.5045 +2026-01-08 11:53:36 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3386.32 total_reward_ma:3169.38 loss:0.03154 fps:2433 +frame:9.00e+06 wall_t:3699 t:562500 epi:nan +opt_step:140608 lr:2.503e-05 clip_eps:0.1 entropy:0.5001 +2026-01-08 11:53:40 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3444.34 total_reward_ma:3172.38 loss:0.0165 fps:2434 +frame:9.01e+06 wall_t:3702 t:563125 epi:nan +opt_step:140768 lr:2.477e-05 clip_eps:0.1 entropy:0.5243 +2026-01-08 11:53:43 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3427.07 total_reward_ma:3174.98 loss:0.03501 fps:2434 +frame:9.02e+06 wall_t:3706 t:563750 epi:nan +opt_step:140928 lr:2.452e-05 clip_eps:0.1 entropy:0.5905 +2026-01-08 11:53:46 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3402.42 total_reward_ma:3177.57 loss:0.02118 fps:2435 +frame:9.03e+06 wall_t:3709 t:564375 epi:nan +opt_step:141088 lr:2.426e-05 clip_eps:0.1 entropy:0.5087 +2026-01-08 11:53:50 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3381.27 total_reward_ma:3179.70 loss:0.00173 fps:2435 +frame:9.04e+06 wall_t:3713 t:565000 epi:nan +opt_step:141248 lr:2.4e-05 clip_eps:0.1 entropy:0.4324 +2026-01-08 11:53:53 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3377.31 total_reward_ma:3181.79 loss:0.02608 fps:2435 +frame:9.05e+06 wall_t:3716 t:565625 epi:nan +opt_step:141376 lr:2.38e-05 clip_eps:0.1 entropy:0.5227 +2026-01-08 11:53:56 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3354.92 total_reward_ma:3183.66 loss:0.01791 fps:2436 +frame:9.06e+06 wall_t:3719 t:566250 epi:nan +opt_step:141536 lr:2.354e-05 clip_eps:0.1 entropy:0.4982 +2026-01-08 11:54:00 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3336.96 total_reward_ma:3185.46 loss:0.02112 fps:2437 +frame:9.07e+06 wall_t:3722 t:566875 epi:nan +opt_step:141696 lr:2.329e-05 clip_eps:0.1 entropy:0.4699 +2026-01-08 11:54:03 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3288.55 total_reward_ma:3186.36 loss:0.02328 fps:2437 +frame:9.08e+06 wall_t:3726 t:567500 epi:nan +opt_step:141856 lr:2.303e-05 clip_eps:0.1 entropy:0.4791 +2026-01-08 11:54:08 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3278.04 total_reward_ma:3187.14 loss:0.03011 fps:2437 +frame:9.09e+06 wall_t:3730 t:568125 epi:nan +opt_step:142016 lr:2.277e-05 clip_eps:0.1 entropy:0.5149 +2026-01-08 11:54:12 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3274.81 total_reward_ma:3187.64 loss:0.01886 fps:2437 +frame:9.10e+06 wall_t:3734 t:568750 epi:nan +opt_step:142176 lr:2.252e-05 clip_eps:0.1 entropy:0.506 +2026-01-08 11:54:15 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3287.43 total_reward_ma:3188.31 loss:0.01947 fps:2437 +frame:9.11e+06 wall_t:3738 t:569375 epi:nan +opt_step:142336 lr:2.226e-05 clip_eps:0.1 entropy:0.4675 +2026-01-08 11:54:19 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3288.40 total_reward_ma:3188.81 loss:0.0002974 fps:2437 +frame:9.12e+06 wall_t:3742 t:570000 epi:nan +opt_step:142496 lr:2.201e-05 clip_eps:0.1 entropy:0.48 +2026-01-08 11:54:22 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3241.48 total_reward_ma:3188.85 loss:0.003145 fps:2438 +frame:9.13e+06 wall_t:3745 t:570625 epi:nan +opt_step:142656 lr:2.175e-05 clip_eps:0.1 entropy:0.5245 +2026-01-08 11:54:25 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3229.52 total_reward_ma:3188.82 loss:0.02071 fps:2439 +frame:9.14e+06 wall_t:3748 t:571250 epi:nan +opt_step:142784 lr:2.155e-05 clip_eps:0.1 entropy:0.5486 +2026-01-08 11:54:29 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3240.32 total_reward_ma:3188.58 loss:0.009297 fps:2439 +frame:9.15e+06 wall_t:3752 t:571875 epi:nan +opt_step:142944 lr:2.129e-05 clip_eps:0.1 entropy:0.5013 +2026-01-08 11:54:33 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3230.41 total_reward_ma:3188.20 loss:0.02276 fps:2439 +frame:9.16e+06 wall_t:3756 t:572500 epi:nan +opt_step:143104 lr:2.103e-05 clip_eps:0.1 entropy:0.4902 +2026-01-08 11:54:37 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3230.93 total_reward_ma:3187.90 loss:0.01301 fps:2439 +frame:9.17e+06 wall_t:3760 t:573125 epi:nan +opt_step:143264 lr:2.078e-05 clip_eps:0.1 entropy:0.5397 +2026-01-08 11:54:41 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3195.51 total_reward_ma:3187.28 loss:0.01145 fps:2439 +frame:9.18e+06 wall_t:3764 t:573750 epi:nan +opt_step:143424 lr:2.052e-05 clip_eps:0.1 entropy:0.5199 +2026-01-08 11:54:44 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3196.34 total_reward_ma:3186.58 loss:0.02071 fps:2440 +frame:9.19e+06 wall_t:3767 t:574375 epi:nan +opt_step:143584 lr:2.027e-05 clip_eps:0.1 entropy:0.5199 +2026-01-08 11:54:48 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3238.39 total_reward_ma:3186.55 loss:0.01346 fps:2440 +frame:9.20e+06 wall_t:3771 t:575000 epi:nan +opt_step:143744 lr:2.001e-05 clip_eps:0.1 entropy:0.441 +2026-01-08 11:54:51 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3281.84 total_reward_ma:3187.56 loss:0.0159 fps:2440 +frame:9.21e+06 wall_t:3774 t:575625 epi:nan +opt_step:143904 lr:1.975e-05 clip_eps:0.1 entropy:0.5183 +2026-01-08 11:54:54 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3310.14 total_reward_ma:3189.07 loss:0.01539 fps:2441 +frame:9.22e+06 wall_t:3777 t:576250 epi:nan +opt_step:144032 lr:1.955e-05 clip_eps:0.1 entropy:0.5281 +2026-01-08 11:54:58 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3285.52 total_reward_ma:3190.13 loss:0.008918 fps:2441 +frame:9.23e+06 wall_t:3781 t:576875 epi:nan +opt_step:144192 lr:1.929e-05 clip_eps:0.1 entropy:0.4619 +2026-01-08 11:55:02 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3296.06 total_reward_ma:3191.33 loss:0.0148 fps:2441 +frame:9.24e+06 wall_t:3785 t:577500 epi:nan +opt_step:144352 lr:1.904e-05 clip_eps:0.1 entropy:0.5349 +2026-01-08 11:55:05 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3339.61 total_reward_ma:3192.94 loss:0.01156 fps:2442 +frame:9.25e+06 wall_t:3788 t:578125 epi:nan +opt_step:144512 lr:1.878e-05 clip_eps:0.1 entropy:0.5155 +2026-01-08 11:55:10 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3308.79 total_reward_ma:3194.10 loss:0.02113 fps:2441 +frame:9.26e+06 wall_t:3793 t:578750 epi:nan +opt_step:144672 lr:1.852e-05 clip_eps:0.1 entropy:0.5176 +2026-01-08 11:55:13 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3328.65 total_reward_ma:3195.44 loss:0.006304 fps:2442 +frame:9.27e+06 wall_t:3796 t:579375 epi:nan +opt_step:144832 lr:1.827e-05 clip_eps:0.1 entropy:0.4743 +2026-01-08 11:55:17 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3328.29 total_reward_ma:3196.79 loss:0.01704 fps:2442 +frame:9.28e+06 wall_t:3800 t:580000 epi:nan +opt_step:144992 lr:1.801e-05 clip_eps:0.1 entropy:0.4644 +2026-01-08 11:55:21 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3405.70 total_reward_ma:3199.04 loss:0.02416 fps:2442 +frame:9.29e+06 wall_t:3804 t:580625 epi:nan +opt_step:145152 lr:1.776e-05 clip_eps:0.1 entropy:0.4372 +2026-01-08 11:55:24 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3424.81 total_reward_ma:3201.47 loss:0.03085 fps:2443 +frame:9.30e+06 wall_t:3807 t:581250 epi:nan +opt_step:145312 lr:1.75e-05 clip_eps:0.1 entropy:0.4911 +2026-01-08 11:55:27 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3350.67 total_reward_ma:3203.24 loss:0.01508 fps:2444 +frame:9.31e+06 wall_t:3810 t:581875 epi:nan +opt_step:145440 lr:1.73e-05 clip_eps:0.1 entropy:0.4246 +2026-01-08 11:55:31 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3368.83 total_reward_ma:3205.08 loss:0.01891 fps:2444 +frame:9.32e+06 wall_t:3814 t:582500 epi:nan +opt_step:145600 lr:1.704e-05 clip_eps:0.1 entropy:0.5174 +2026-01-08 11:55:34 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3460.86 total_reward_ma:3208.27 loss:0.01549 fps:2444 +frame:9.33e+06 wall_t:3817 t:583125 epi:nan +opt_step:145760 lr:1.678e-05 clip_eps:0.1 entropy:0.5065 +2026-01-08 11:55:38 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3445.25 total_reward_ma:3211.20 loss:0.0238 fps:2444 +frame:9.34e+06 wall_t:3821 t:583750 epi:nan +opt_step:145920 lr:1.653e-05 clip_eps:0.1 entropy:0.4724 +2026-01-08 11:55:42 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3447.45 total_reward_ma:3214.23 loss:0.03187 fps:2444 +frame:9.35e+06 wall_t:3825 t:584375 epi:nan +opt_step:146080 lr:1.627e-05 clip_eps:0.1 entropy:0.4967 +2026-01-08 11:55:45 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3459.32 total_reward_ma:3217.65 loss:0.01742 fps:2445 +frame:9.36e+06 wall_t:3828 t:585000 epi:nan +opt_step:146240 lr:1.602e-05 clip_eps:0.1 entropy:0.496 +2026-01-08 11:55:49 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3540.13 total_reward_ma:3221.68 loss:0.01099 fps:2445 +frame:9.37e+06 wall_t:3832 t:585625 epi:nan +opt_step:146400 lr:1.576e-05 clip_eps:0.1 entropy:0.4451 +2026-01-08 11:55:52 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3545.34 total_reward_ma:3225.90 loss:0.0396 fps:2446 +frame:9.38e+06 wall_t:3835 t:586250 epi:nan +opt_step:146560 lr:1.55e-05 clip_eps:0.1 entropy:0.4912 +2026-01-08 11:55:56 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3580.26 total_reward_ma:3231.02 loss:0.01815 fps:2447 +frame:9.39e+06 wall_t:3838 t:586875 epi:nan +opt_step:146688 lr:1.53e-05 clip_eps:0.1 entropy:0.4578 +2026-01-08 11:55:59 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3576.42 total_reward_ma:3236.26 loss:0.03304 fps:2447 +frame:9.40e+06 wall_t:3842 t:587500 epi:nan +opt_step:146848 lr:1.504e-05 clip_eps:0.1 entropy:0.4363 +2026-01-08 11:56:03 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3558.35 total_reward_ma:3241.91 loss:0.023 fps:2447 +frame:9.41e+06 wall_t:3845 t:588125 epi:nan +opt_step:147008 lr:1.479e-05 clip_eps:0.1 entropy:0.4515 +2026-01-08 11:56:07 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3585.74 total_reward_ma:3248.11 loss:0.01084 fps:2447 +frame:9.42e+06 wall_t:3849 t:588750 epi:nan +opt_step:147168 lr:1.453e-05 clip_eps:0.1 entropy:0.4784 +2026-01-08 11:56:11 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3598.00 total_reward_ma:3254.48 loss:0.008339 fps:2447 +frame:9.43e+06 wall_t:3853 t:589375 epi:nan +opt_step:147328 lr:1.428e-05 clip_eps:0.1 entropy:0.4399 +2026-01-08 11:56:14 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3635.47 total_reward_ma:3260.98 loss:0.02802 fps:2447 +frame:9.44e+06 wall_t:3857 t:590000 epi:nan +opt_step:147488 lr:1.402e-05 clip_eps:0.1 entropy:0.4521 +2026-01-08 11:56:18 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3696.05 total_reward_ma:3267.82 loss:0.03275 fps:2448 +frame:9.45e+06 wall_t:3860 t:590625 epi:nan +opt_step:147648 lr:1.376e-05 clip_eps:0.1 entropy:0.4953 +2026-01-08 11:56:21 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3694.77 total_reward_ma:3275.22 loss:0.01668 fps:2448 +frame:9.46e+06 wall_t:3864 t:591250 epi:nan +opt_step:147808 lr:1.351e-05 clip_eps:0.1 entropy:0.4943 +2026-01-08 11:56:25 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3704.55 total_reward_ma:3282.16 loss:0.022 fps:2448 +frame:9.47e+06 wall_t:3868 t:591875 epi:nan +opt_step:147968 lr:1.325e-05 clip_eps:0.1 entropy:0.4588 +2026-01-08 11:56:28 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3698.73 total_reward_ma:3289.39 loss:0.01574 fps:2449 +frame:9.48e+06 wall_t:3871 t:592500 epi:nan +opt_step:148096 lr:1.305e-05 clip_eps:0.1 entropy:0.4704 +2026-01-08 11:56:32 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3683.01 total_reward_ma:3296.55 loss:0.007343 fps:2449 +frame:9.49e+06 wall_t:3875 t:593125 epi:nan +opt_step:148256 lr:1.279e-05 clip_eps:0.1 entropy:0.4846 +2026-01-08 11:56:35 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3710.77 total_reward_ma:3304.40 loss:0.03074 fps:2450 +frame:9.50e+06 wall_t:3878 t:593750 epi:nan +opt_step:148416 lr:1.253e-05 clip_eps:0.1 entropy:0.4211 +2026-01-08 11:56:39 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3667.53 total_reward_ma:3311.16 loss:0.01849 fps:2450 +frame:9.51e+06 wall_t:3882 t:594375 epi:nan +opt_step:148576 lr:1.228e-05 clip_eps:0.1 entropy:0.4212 +2026-01-08 11:56:42 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3688.70 total_reward_ma:3318.11 loss:0.01716 fps:2450 +frame:9.52e+06 wall_t:3885 t:595000 epi:nan +opt_step:148736 lr:1.202e-05 clip_eps:0.1 entropy:0.4669 +2026-01-08 11:56:46 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3647.32 total_reward_ma:3324.87 loss:0.01838 fps:2451 +frame:9.53e+06 wall_t:3889 t:595625 epi:nan +opt_step:148896 lr:1.177e-05 clip_eps:0.1 entropy:0.4621 +2026-01-08 11:56:50 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3644.80 total_reward_ma:3331.12 loss:0.01766 fps:2451 +frame:9.54e+06 wall_t:3893 t:596250 epi:nan +opt_step:149056 lr:1.151e-05 clip_eps:0.1 entropy:0.5188 +2026-01-08 11:56:54 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3640.23 total_reward_ma:3337.34 loss:0.01082 fps:2451 +frame:9.55e+06 wall_t:3897 t:596875 epi:nan +opt_step:149216 lr:1.125e-05 clip_eps:0.1 entropy:0.4613 +2026-01-08 11:56:57 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3600.12 total_reward_ma:3343.19 loss:0.009767 fps:2451 +frame:9.56e+06 wall_t:3900 t:597500 epi:nan +opt_step:149344 lr:1.105e-05 clip_eps:0.1 entropy:0.469 +2026-01-08 11:57:01 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3610.47 total_reward_ma:3349.05 loss:0.01999 fps:2451 +frame:9.57e+06 wall_t:3904 t:598125 epi:nan +opt_step:149504 lr:1.079e-05 clip_eps:0.1 entropy:0.4577 +2026-01-08 11:57:05 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3615.20 total_reward_ma:3355.01 loss:0.01231 fps:2451 +frame:9.58e+06 wall_t:3908 t:598750 epi:nan +opt_step:149664 lr:1.054e-05 clip_eps:0.1 entropy:0.4963 +2026-01-08 11:57:09 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3579.46 total_reward_ma:3360.27 loss:0.02035 fps:2451 +frame:9.59e+06 wall_t:3912 t:599375 epi:nan +opt_step:149824 lr:1.028e-05 clip_eps:0.1 entropy:0.4891 +2026-01-08 11:57:13 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3571.47 total_reward_ma:3365.23 loss:0.009201 fps:2451 +frame:9.60e+06 wall_t:3916 t:600000 epi:nan +opt_step:149984 lr:1.003e-05 clip_eps:0.1 entropy:0.5609 +2026-01-08 11:57:16 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3604.62 total_reward_ma:3370.40 loss:0.03035 fps:2452 +frame:9.61e+06 wall_t:3919 t:600625 epi:nan +opt_step:150144 lr:9.77e-06 clip_eps:0.1 entropy:0.502 +2026-01-08 11:57:20 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3604.37 total_reward_ma:3375.13 loss:0.02642 fps:2452 +frame:9.62e+06 wall_t:3923 t:601250 epi:nan +opt_step:150304 lr:9.514e-06 clip_eps:0.1 entropy:0.4906 +2026-01-08 11:57:24 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3548.03 total_reward_ma:3379.27 loss:0.02537 fps:2453 +frame:9.63e+06 wall_t:3926 t:601875 epi:nan +opt_step:150464 lr:9.258e-06 clip_eps:0.1 entropy:0.4947 +2026-01-08 11:57:27 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3593.15 total_reward_ma:3384.04 loss:0.01659 fps:2453 +frame:9.64e+06 wall_t:3930 t:602500 epi:nan +opt_step:150624 lr:9.002e-06 clip_eps:0.1 entropy:0.5425 +2026-01-08 11:57:30 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3537.03 total_reward_ma:3388.41 loss:0.00857 fps:2454 +frame:9.65e+06 wall_t:3933 t:603125 epi:nan +opt_step:150752 lr:8.797e-06 clip_eps:0.1 entropy:0.5794 +2026-01-08 11:57:34 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3555.04 total_reward_ma:3392.85 loss:0.0306 fps:2454 +frame:9.66e+06 wall_t:3936 t:603750 epi:nan +opt_step:150912 lr:8.541e-06 clip_eps:0.1 entropy:0.4942 +2026-01-08 11:57:38 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3607.11 total_reward_ma:3397.74 loss:0.01094 fps:2454 +frame:9.67e+06 wall_t:3940 t:604375 epi:nan +opt_step:151072 lr:8.285e-06 clip_eps:0.1 entropy:0.5309 +2026-01-08 11:57:41 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3598.18 total_reward_ma:3402.41 loss:0.007167 fps:2454 +frame:9.68e+06 wall_t:3944 t:605000 epi:nan +opt_step:151232 lr:8.029e-06 clip_eps:0.1 entropy:0.5562 +2026-01-08 11:57:45 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3536.57 total_reward_ma:3406.35 loss:0.01512 fps:2454 +frame:9.69e+06 wall_t:3948 t:605625 epi:nan +opt_step:151392 lr:7.773e-06 clip_eps:0.1 entropy:0.5006 +2026-01-08 11:57:49 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3542.98 total_reward_ma:3410.37 loss:0.02121 fps:2454 +frame:9.70e+06 wall_t:3952 t:606250 epi:nan +opt_step:151552 lr:7.517e-06 clip_eps:0.1 entropy:0.462 +2026-01-08 11:57:52 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3516.83 total_reward_ma:3414.12 loss:0.02426 fps:2455 +frame:9.71e+06 wall_t:3955 t:606875 epi:nan +opt_step:151712 lr:7.261e-06 clip_eps:0.1 entropy:0.4743 +2026-01-08 11:57:56 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3509.45 total_reward_ma:3417.20 loss:0.01904 fps:2455 +frame:9.72e+06 wall_t:3959 t:607500 epi:nan +opt_step:151872 lr:7.005e-06 clip_eps:0.1 entropy:0.4733 +2026-01-08 11:58:00 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3491.94 total_reward_ma:3420.17 loss:0.04126 fps:2456 +frame:9.73e+06 wall_t:3962 t:608125 epi:nan +opt_step:152000 lr:6.8e-06 clip_eps:0.1 entropy:0.4695 +2026-01-08 11:58:03 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3490.27 total_reward_ma:3422.88 loss:0.02674 fps:2456 +frame:9.74e+06 wall_t:3966 t:608750 epi:nan +opt_step:152160 lr:6.544e-06 clip_eps:0.1 entropy:0.504 +2026-01-08 11:58:07 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3502.61 total_reward_ma:3425.54 loss:0.01369 fps:2456 +frame:9.75e+06 wall_t:3970 t:609375 epi:nan +opt_step:152320 lr:6.288e-06 clip_eps:0.1 entropy:0.5366 +2026-01-08 11:58:10 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3492.48 total_reward_ma:3428.68 loss:0.01847 fps:2457 +frame:9.76e+06 wall_t:3973 t:610000 epi:nan +opt_step:152480 lr:6.032e-06 clip_eps:0.1 entropy:0.4893 +2026-01-08 11:58:14 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3502.63 total_reward_ma:3431.75 loss:0.0137 fps:2457 +frame:9.77e+06 wall_t:3977 t:610625 epi:nan +opt_step:152640 lr:5.776e-06 clip_eps:0.1 entropy:0.4802 +2026-01-08 11:58:17 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3495.02 total_reward_ma:3434.43 loss:0.007621 fps:2457 +frame:9.78e+06 wall_t:3980 t:611250 epi:nan +opt_step:152800 lr:5.52e-06 clip_eps:0.1 entropy:0.4685 +2026-01-08 11:58:21 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3511.85 total_reward_ma:3437.23 loss:0.0142 fps:2457 +frame:9.79e+06 wall_t:3984 t:611875 epi:nan +opt_step:152960 lr:5.264e-06 clip_eps:0.1 entropy:0.4688 +2026-01-08 11:58:24 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3582.83 total_reward_ma:3440.45 loss:0.01121 fps:2458 +frame:9.80e+06 wall_t:3987 t:612500 epi:nan +opt_step:153120 lr:5.008e-06 clip_eps:0.1 entropy:0.4815 +2026-01-08 11:58:28 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3592.00 total_reward_ma:3443.97 loss:0.02601 fps:2458 +frame:9.81e+06 wall_t:3991 t:613125 epi:nan +opt_step:153280 lr:4.752e-06 clip_eps:0.1 entropy:0.4761 +2026-01-08 11:58:32 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3642.19 total_reward_ma:3448.06 loss:0.01683 fps:2458 +frame:9.82e+06 wall_t:3995 t:613750 epi:nan +opt_step:153408 lr:4.547e-06 clip_eps:0.1 entropy:0.5357 +2026-01-08 11:58:35 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3605.06 total_reward_ma:3451.48 loss:0.04877 fps:2459 +frame:9.83e+06 wall_t:3998 t:614375 epi:nan +opt_step:153568 lr:4.291e-06 clip_eps:0.1 entropy:0.4209 +2026-01-08 11:58:39 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3618.11 total_reward_ma:3454.90 loss:0.01413 fps:2459 +frame:9.84e+06 wall_t:4002 t:615000 epi:nan +opt_step:153728 lr:4.035e-06 clip_eps:0.1 entropy:0.4466 +2026-01-08 11:58:43 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3581.87 total_reward_ma:3458.38 loss:0.01964 fps:2459 +frame:9.85e+06 wall_t:4006 t:615625 epi:nan +opt_step:153888 lr:3.779e-06 clip_eps:0.1 entropy:0.5262 +2026-01-08 11:58:47 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3584.85 total_reward_ma:3461.80 loss:0.0101 fps:2459 +frame:9.86e+06 wall_t:4009 t:616250 epi:nan +opt_step:154048 lr:3.523e-06 clip_eps:0.1 entropy:0.4738 +2026-01-08 11:58:50 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3575.26 total_reward_ma:3465.30 loss:0.04949 fps:2460 +frame:9.87e+06 wall_t:4013 t:616875 epi:nan +opt_step:154208 lr:3.267e-06 clip_eps:0.1 entropy:0.4866 +2026-01-08 11:58:54 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3606.70 total_reward_ma:3469.07 loss:0.02957 fps:2460 +frame:9.88e+06 wall_t:4016 t:617500 epi:nan +opt_step:154368 lr:3.011e-06 clip_eps:0.1 entropy:0.4972 +2026-01-08 11:58:57 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3642.11 total_reward_ma:3472.77 loss:0.02731 fps:2460 +frame:9.89e+06 wall_t:4020 t:618125 epi:nan +opt_step:154528 lr:2.755e-06 clip_eps:0.1 entropy:0.4878 +2026-01-08 11:59:00 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3655.43 total_reward_ma:3476.21 loss:0.01275 fps:2461 +frame:9.90e+06 wall_t:4023 t:618750 epi:nan +opt_step:154656 lr:2.55e-06 clip_eps:0.1 entropy:0.5688 +2026-01-08 11:59:04 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3631.82 total_reward_ma:3479.02 loss:0.02433 fps:2462 +frame:9.91e+06 wall_t:4026 t:619375 epi:nan +opt_step:154816 lr:2.294e-06 clip_eps:0.1 entropy:0.497 +2026-01-08 11:59:07 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3620.51 total_reward_ma:3481.56 loss:0.01431 fps:2462 +frame:9.92e+06 wall_t:4030 t:620000 epi:nan +opt_step:154976 lr:2.038e-06 clip_eps:0.1 entropy:0.5493 +2026-01-08 11:59:11 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3611.62 total_reward_ma:3483.80 loss:0.02606 fps:2462 +frame:9.93e+06 wall_t:4033 t:620625 epi:nan +opt_step:155136 lr:1.782e-06 clip_eps:0.1 entropy:0.462 +2026-01-08 11:59:14 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3631.04 total_reward_ma:3486.22 loss:0.02828 fps:2462 +frame:9.94e+06 wall_t:4037 t:621250 epi:nan +opt_step:155296 lr:1.526e-06 clip_eps:0.1 entropy:0.5033 +2026-01-08 11:59:17 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3628.40 total_reward_ma:3488.62 loss:0.03052 fps:2463 +frame:9.95e+06 wall_t:4040 t:621875 epi:nan +opt_step:155456 lr:1.27e-06 clip_eps:0.1 entropy:0.4621 +2026-01-08 11:59:21 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3727.19 total_reward_ma:3492.15 loss:0.023 fps:2464 +frame:9.96e+06 wall_t:4043 t:622500 epi:nan +opt_step:155616 lr:1.014e-06 clip_eps:0.1 entropy:0.4599 +2026-01-08 11:59:24 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3678.91 total_reward_ma:3495.20 loss:0.02379 fps:2464 +frame:9.97e+06 wall_t:4047 t:623125 epi:nan +opt_step:155776 lr:7.584e-07 clip_eps:0.1 entropy:0.4981 +2026-01-08 11:59:28 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3705.48 total_reward_ma:3498.20 loss:0.01186 fps:2464 +frame:9.98e+06 wall_t:4050 t:623750 epi:nan +opt_step:155936 lr:5.024e-07 clip_eps:0.1 entropy:0.5071 +2026-01-08 11:59:31 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3693.10 total_reward_ma:3501.00 loss:0.02409 fps:2464 +frame:9.99e+06 wall_t:4054 t:624375 epi:nan +opt_step:156064 lr:2.976e-07 clip_eps:0.1 entropy:0.4862 +2026-01-08 11:59:35 | INFO | PID:1223 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_lam70_assault_t0_s3 [train] +total_reward:3700.62 total_reward_ma:3504.14 loss:0.03661 fps:2465 +frame:1.00e+07 wall_t:4057 t:625000 epi:nan +opt_step:156224 lr:4.16e-08 clip_eps:0.1 entropy:0.4805 +2026-01-08 11:59:35 | INFO | PID:1223 | slm_lab.lib.logger:info | Session 3 done diff --git a/data/ppo_atari_lam70_assault_2026_01_08_105154/model/ppo_atari_lam70_assault_t0_s2_net_model.pt b/data/ppo_atari_lam70_assault_2026_01_08_105154/model/ppo_atari_lam70_assault_t0_s2_net_model.pt new file mode 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