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b/data/ppo_atari_spaceinvaders_2026_01_07_102346/info/ppo_atari_spaceinvaders_t0_trial_metrics_scalar.json @@ -0,0 +1,11 @@ +{ + "frame": 10000000.0, + "total_reward_ma": 726.2539672851562, + "strength": 403.9772644042969, + "max_strength": 620.8500366210938, + "final_strength": 594.5332641601562, + "sample_efficiency": 2.742453091286734e-07, + "training_efficiency": 1.735190744511783e-05, + "stability": 0.9920735359191895, + "consistency": 0.7350423336029053 +} \ No newline at end of file diff --git a/data/ppo_atari_spaceinvaders_2026_01_07_102346/log/ppo_atari_spaceinvaders_t0.log b/data/ppo_atari_spaceinvaders_2026_01_07_102346/log/ppo_atari_spaceinvaders_t0.log new file mode 100644 index 0000000000000000000000000000000000000000..b87878539dd4cd29c72e7f78359fefef28507fab --- /dev/null +++ b/data/ppo_atari_spaceinvaders_2026_01_07_102346/log/ppo_atari_spaceinvaders_t0.log @@ -0,0 +1,5 @@ +2026-01-07 12:21:22 | INFO | PID:1477 | slm_lab.lib.logger:info | trial_metrics: frame:1.00e+07 | total_reward_ma:726.25 | strength:404 | max_strength:620.9 | final_strength:594.5 | sample_efficiency:2.742e-07 | training_efficiency:1.735e-05 | stability:0.9921 | consistency:0.735 +2026-01-07 12:21:22 | INFO | PID:1477 | slm_lab.lib.logger:info | Trial 0 done +2026-01-07 12:21:22 | INFO | PID:1477 | slm_lab.cli.main:run_spec | Output: data/ppo_atari_spaceinvaders_2026_01_07_102346 +2026-01-07 12:21:22 | INFO | PID:1477 | slm_lab.lib.hf:cleanup_models | Cleanup saved 103.1 MB +2026-01-07 12:21:22 | INFO | PID:1477 | slm_lab.lib.hf:upload | Uploading data/ppo_atari_spaceinvaders_2026_01_07_102346 to SLM-Lab/benchmark-dev/data/ppo_atari_spaceinvaders_2026_01_07_102346... diff --git a/data/ppo_atari_spaceinvaders_2026_01_07_102346/log/ppo_atari_spaceinvaders_t0_s0.log b/data/ppo_atari_spaceinvaders_2026_01_07_102346/log/ppo_atari_spaceinvaders_t0_s0.log new file mode 100644 index 0000000000000000000000000000000000000000..eb7cb1d64db698f32ced62b3794c8edd4c2b45bc --- /dev/null +++ b/data/ppo_atari_spaceinvaders_2026_01_07_102346/log/ppo_atari_spaceinvaders_t0_s0.log @@ -0,0 +1,2434 @@ +2026-01-07 10:23:50 | INFO | PID:1616 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-07 10:24:10 | INFO | PID:1616 | slm_lab.lib.perf:log_perf_setup | Performance setup: +Platform: GPU NVIDIA GeForce RTX 3070 (compute 8.6) +• GPU cuDNN benchmark: enabled +• GPU memory management: enabled +• GPU TF32 acceleration: enabled +2026-01-07 10:24:10 | INFO | PID:1616 | slm_lab.lib.logger:info | PPO: +algorithm_spec: + name: PPO + action_pdtype: default + action_policy: default + explore_var_spec: null + gamma: 0.99 + lam: 0.95 + 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: 0.95 +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=6, 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=6, bias=True) + ) + (1): Sequential( + (0): Linear(in_features=512, out_features=1, bias=True) + ) + ) + (loss_fn): MSELoss() +) +2026-01-07 10:24:17 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:116.67 total_reward_ma:116.67 loss:-0.0006898 fps:416.7 +frame:1.00e+04 wall_t:24 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:1.783 +2026-01-07 10:24:24 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:124.56 total_reward_ma:120.61 loss:0.01325 fps:645.2 +frame:2.00e+04 wall_t:31 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:1.768 +2026-01-07 10:24:31 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:134.07 total_reward_ma:125.10 loss:0.02086 fps:789.5 +frame:3.00e+04 wall_t:38 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:1.757 +2026-01-07 10:24:41 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:129.19 total_reward_ma:126.12 loss:0.01231 fps:833.3 +frame:4.00e+04 wall_t:48 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:1.742 +2026-01-07 10:24:49 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:141.63 total_reward_ma:129.22 loss:0.01508 fps:892.9 +frame:5.00e+04 wall_t:56 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:1.736 +2026-01-07 10:24:58 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:147.70 total_reward_ma:132.30 loss:0.006554 fps:923.1 +frame:6.00e+04 wall_t:65 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:1.719 +2026-01-07 10:25:06 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:152.00 total_reward_ma:135.12 loss:0.01745 fps:958.9 +frame:7.00e+04 wall_t:73 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:1.714 +2026-01-07 10:25:15 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:152.10 total_reward_ma:137.24 loss:0.005089 fps:975.6 +frame:8.00e+04 wall_t:82 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:1.7 +2026-01-07 10:25:23 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:167.60 total_reward_ma:140.61 loss:0.01634 fps:1000 +frame:9.00e+04 wall_t:90 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:1.691 +2026-01-07 10:25:30 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:175.90 total_reward_ma:144.14 loss:-0.00344 fps:1031 +frame:1.00e+05 wall_t:97 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:1.661 +2026-01-07 10:25:40 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:176.20 total_reward_ma:147.06 loss:0.02301 fps:1028 +frame:1.10e+05 wall_t:107 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:1.663 +2026-01-07 10:25:48 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:178.70 total_reward_ma:149.69 loss:0.02345 fps:1043 +frame:1.20e+05 wall_t:115 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:1.625 +2026-01-07 10:25:56 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:189.00 total_reward_ma:152.72 loss:0.005966 fps:1057 +frame:1.30e+05 wall_t:123 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:1.587 +2026-01-07 10:26:04 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:191.55 total_reward_ma:155.49 loss:0.05095 fps:1061 +frame:1.40e+05 wall_t:132 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:1.553 +2026-01-07 10:26:13 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:179.90 total_reward_ma:157.12 loss:0.06223 fps:1071 +frame:1.50e+05 wall_t:140 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:1.54 +2026-01-07 10:26:20 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:171.60 total_reward_ma:158.02 loss:0.04507 fps:1088 +frame:1.60e+05 wall_t:147 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:1.566 +2026-01-07 10:26:29 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:182.45 total_reward_ma:159.46 loss:0.03741 fps:1090 +frame:1.70e+05 wall_t:156 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:1.459 +2026-01-07 10:26:37 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:192.55 total_reward_ma:161.30 loss:0.01398 fps:1091 +frame:1.80e+05 wall_t:165 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:1.52 +2026-01-07 10:26:46 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:198.20 total_reward_ma:163.24 loss:0.06347 fps:1098 +frame:1.90e+05 wall_t:173 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:1.526 +2026-01-07 10:26:53 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:213.30 total_reward_ma:165.74 loss:0.03274 fps:1105 +frame:2.00e+05 wall_t:181 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:1.518 +2026-01-07 10:27:01 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:219.80 total_reward_ma:168.32 loss:0.04406 fps:1117 +frame:2.10e+05 wall_t:188 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:1.402 +2026-01-07 10:27:09 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:228.20 total_reward_ma:171.04 loss:0.0549 fps:1122 +frame:2.20e+05 wall_t:196 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:1.339 +2026-01-07 10:27:17 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:234.45 total_reward_ma:173.80 loss:0.04397 fps:1127 +frame:2.30e+05 wall_t:204 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:1.399 +2026-01-07 10:27:24 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:237.35 total_reward_ma:176.44 loss:0.04838 fps:1137 +frame:2.40e+05 wall_t:211 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:1.131 +2026-01-07 10:27:32 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:235.15 total_reward_ma:178.79 loss:0.08819 fps:1142 +frame:2.50e+05 wall_t:219 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:1.113 +2026-01-07 10:27:39 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:237.75 total_reward_ma:181.06 loss:0.03244 fps:1150 +frame:2.60e+05 wall_t:226 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:1.257 +2026-01-07 10:27:47 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:257.20 total_reward_ma:183.88 loss:0.04737 fps:1154 +frame:2.70e+05 wall_t:234 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:1.402 +2026-01-07 10:27:56 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:266.60 total_reward_ma:186.83 loss:0.06305 fps:1152 +frame:2.80e+05 wall_t:243 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:1.274 +2026-01-07 10:28:04 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:254.95 total_reward_ma:189.18 loss:0.03435 fps:1155 +frame:2.90e+05 wall_t:251 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:1.106 +2026-01-07 10:28:12 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:261.30 total_reward_ma:191.59 loss:0.08402 fps:1158 +frame:3.00e+05 wall_t:259 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:1.218 +2026-01-07 10:28:19 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:263.25 total_reward_ma:193.90 loss:0.04362 fps:1165 +frame:3.10e+05 wall_t:266 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:1.344 +2026-01-07 10:28:27 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:268.00 total_reward_ma:196.21 loss:0.02931 fps:1164 +frame:3.20e+05 wall_t:275 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:1.266 +2026-01-07 10:28:35 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:271.80 total_reward_ma:198.51 loss:0.03494 fps:1166 +frame:3.30e+05 wall_t:283 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:1.2 +2026-01-07 10:28:43 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:270.20 total_reward_ma:200.61 loss:0.02039 fps:1172 +frame:3.40e+05 wall_t:290 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:1.198 +2026-01-07 10:28:51 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:281.75 total_reward_ma:202.93 loss:0.03886 fps:1171 +frame:3.50e+05 wall_t:299 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:1.221 +2026-01-07 10:29:01 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:281.95 total_reward_ma:205.13 loss:0.04375 fps:1169 +frame:3.60e+05 wall_t:308 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:1.173 +2026-01-07 10:29:09 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:284.90 total_reward_ma:207.28 loss:0.05685 fps:1171 +frame:3.70e+05 wall_t:316 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:1.162 +2026-01-07 10:29:18 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:284.80 total_reward_ma:209.32 loss:0.04913 fps:1169 +frame:3.80e+05 wall_t:325 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:1.16 +2026-01-07 10:29:26 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:287.80 total_reward_ma:211.34 loss:0.05767 fps:1168 +frame:3.90e+05 wall_t:334 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:1.304 +2026-01-07 10:29:35 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:297.80 total_reward_ma:213.50 loss:0.0224 fps:1170 +frame:4.00e+05 wall_t:342 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:1.224 +2026-01-07 10:29:44 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:304.70 total_reward_ma:215.72 loss:0.02587 fps:1168 +frame:4.10e+05 wall_t:351 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:1.212 +2026-01-07 10:29:51 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:309.90 total_reward_ma:217.96 loss:0.02841 fps:1170 +frame:4.20e+05 wall_t:359 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:1.291 +2026-01-07 10:29:59 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:318.70 total_reward_ma:220.31 loss:0.0447 fps:1175 +frame:4.30e+05 wall_t:366 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:1.24 +2026-01-07 10:30:07 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:319.85 total_reward_ma:222.57 loss:0.03379 fps:1176 +frame:4.40e+05 wall_t:374 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:1.092 +2026-01-07 10:30:16 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:318.10 total_reward_ma:224.69 loss:0.02552 fps:1175 +frame:4.50e+05 wall_t:383 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:1.079 +2026-01-07 10:30:25 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:311.90 total_reward_ma:226.59 loss:0.07425 fps:1173 +frame:4.60e+05 wall_t:392 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:1.135 +2026-01-07 10:30:33 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:323.15 total_reward_ma:228.64 loss:0.03363 fps:1175 +frame:4.70e+05 wall_t:400 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:1.006 +2026-01-07 10:30:41 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:330.20 total_reward_ma:230.76 loss:0.03942 fps:1176 +frame:4.80e+05 wall_t:408 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:1.196 +2026-01-07 10:30:48 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:346.60 total_reward_ma:233.12 loss:0.04876 fps:1181 +frame:4.90e+05 wall_t:415 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:1.068 +2026-01-07 10:30:56 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:352.45 total_reward_ma:235.51 loss:0.04699 fps:1182 +frame:5.00e+05 wall_t:423 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:1.217 +2026-01-07 10:31:04 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:352.05 total_reward_ma:237.79 loss:0.04895 fps:1181 +frame:5.10e+05 wall_t:432 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:1.165 +2026-01-07 10:31:12 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:368.50 total_reward_ma:240.31 loss:0.03923 fps:1185 +frame:5.20e+05 wall_t:439 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:1.236 +2026-01-07 10:31:18 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:373.30 total_reward_ma:242.82 loss:0.07591 fps:1191 +frame:5.30e+05 wall_t:445 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:1.144 +2026-01-07 10:31:24 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:373.25 total_reward_ma:245.23 loss:0.06461 fps:1195 +frame:5.40e+05 wall_t:452 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:1.099 +2026-01-07 10:31:31 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:379.95 total_reward_ma:247.68 loss:0.01506 fps:1201 +frame:5.50e+05 wall_t:458 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:1.179 +2026-01-07 10:31:37 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:373.25 total_reward_ma:249.92 loss:0.03 fps:1204 +frame:5.60e+05 wall_t:465 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:1.131 +2026-01-07 10:31:47 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:382.65 total_reward_ma:252.25 loss:0.0332 fps:1203 +frame:5.70e+05 wall_t:474 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:1.107 +2026-01-07 10:31:55 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:381.70 total_reward_ma:254.48 loss:0.05679 fps:1203 +frame:5.80e+05 wall_t:482 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:1.083 +2026-01-07 10:32:03 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:383.15 total_reward_ma:256.66 loss:0.0365 fps:1204 +frame:5.90e+05 wall_t:490 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:0.9669 +2026-01-07 10:32:11 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:386.45 total_reward_ma:258.83 loss:0.06763 fps:1205 +frame:6.00e+05 wall_t:498 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:1.018 +2026-01-07 10:32:19 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:388.15 total_reward_ma:260.95 loss:0.09328 fps:1203 +frame:6.10e+05 wall_t:507 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:0.8399 +2026-01-07 10:32:26 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:368.05 total_reward_ma:262.68 loss:0.06693 fps:1209 +frame:6.20e+05 wall_t:513 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:0.9897 +2026-01-07 10:32:33 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:376.30 total_reward_ma:264.48 loss:0.03925 fps:1212 +frame:6.30e+05 wall_t:520 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:1.019 +2026-01-07 10:32:39 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:387.60 total_reward_ma:266.40 loss:0.03371 fps:1217 +frame:6.40e+05 wall_t:526 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:1.146 +2026-01-07 10:32:46 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:401.60 total_reward_ma:268.48 loss:0.06877 fps:1220 +frame:6.50e+05 wall_t:533 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:0.7685 +2026-01-07 10:32:52 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:387.10 total_reward_ma:270.28 loss:0.04144 fps:1222 +frame:6.60e+05 wall_t:540 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:0.9481 +2026-01-07 10:32:59 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:386.60 total_reward_ma:272.02 loss:0.02627 fps:1225 +frame:6.70e+05 wall_t:547 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:0.8349 +2026-01-07 10:33:06 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:395.75 total_reward_ma:273.84 loss:0.07464 fps:1230 +frame:6.80e+05 wall_t:553 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:1.025 +2026-01-07 10:33:11 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:401.40 total_reward_ma:275.68 loss:0.06076 fps:1234 +frame:6.90e+05 wall_t:559 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:0.8994 +2026-01-07 10:33:18 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:403.85 total_reward_ma:277.52 loss:0.04028 fps:1239 +frame:7.00e+05 wall_t:565 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:0.928 +2026-01-07 10:33:25 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:390.00 total_reward_ma:279.10 loss:0.04427 fps:1241 +frame:7.10e+05 wall_t:572 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:0.9612 +2026-01-07 10:33:32 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:390.35 total_reward_ma:280.64 loss:0.03971 fps:1244 +frame:7.20e+05 wall_t:579 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:0.8764 +2026-01-07 10:33:39 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:393.00 total_reward_ma:282.18 loss:0.02731 fps:1246 +frame:7.30e+05 wall_t:586 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:0.7933 +2026-01-07 10:33:45 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:388.75 total_reward_ma:283.62 loss:0.06337 fps:1248 +frame:7.40e+05 wall_t:593 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:0.63 +2026-01-07 10:33:54 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:384.30 total_reward_ma:284.97 loss:0.02826 fps:1248 +frame:7.50e+05 wall_t:601 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:0.9209 +2026-01-07 10:34:02 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:375.40 total_reward_ma:286.16 loss:0.0114 fps:1248 +frame:7.60e+05 wall_t:609 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:0.9961 +2026-01-07 10:34:10 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:367.30 total_reward_ma:287.21 loss:0.0638 fps:1248 +frame:7.70e+05 wall_t:617 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:0.8359 +2026-01-07 10:34:19 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:375.50 total_reward_ma:288.34 loss:0.06693 fps:1246 +frame:7.80e+05 wall_t:626 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:0.9501 +2026-01-07 10:34:28 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:370.05 total_reward_ma:289.38 loss:0.05102 fps:1244 +frame:7.90e+05 wall_t:635 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:0.9832 +2026-01-07 10:34:37 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:366.95 total_reward_ma:290.35 loss:0.0364 fps:1242 +frame:8.00e+05 wall_t:644 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:0.9252 +2026-01-07 10:34:46 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:365.95 total_reward_ma:291.28 loss:0.03435 fps:1240 +frame:8.10e+05 wall_t:653 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:0.8754 +2026-01-07 10:34:54 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:379.55 total_reward_ma:292.36 loss:0.02587 fps:1241 +frame:8.20e+05 wall_t:661 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:0.9366 +2026-01-07 10:35:02 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:390.15 total_reward_ma:293.53 loss:0.02627 fps:1241 +frame:8.30e+05 wall_t:669 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:0.8026 +2026-01-07 10:35:10 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:393.25 total_reward_ma:294.72 loss:0.03709 fps:1241 +frame:8.40e+05 wall_t:677 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:0.7209 +2026-01-07 10:35:18 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:398.80 total_reward_ma:295.95 loss:0.0417 fps:1241 +frame:8.50e+05 wall_t:685 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:0.744 +2026-01-07 10:35:25 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:405.80 total_reward_ma:297.22 loss:0.03944 fps:1243 +frame:8.60e+05 wall_t:692 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:0.9906 +2026-01-07 10:35:33 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:418.85 total_reward_ma:298.62 loss:0.06101 fps:1243 +frame:8.70e+05 wall_t:700 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:0.7987 +2026-01-07 10:35:41 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:415.05 total_reward_ma:299.94 loss:0.02383 fps:1241 +frame:8.80e+05 wall_t:709 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:0.8632 +2026-01-07 10:35:50 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:420.10 total_reward_ma:301.29 loss:0.05967 fps:1241 +frame:8.90e+05 wall_t:717 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:0.8139 +2026-01-07 10:35:59 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:411.65 total_reward_ma:302.52 loss:0.03879 fps:1240 +frame:9.00e+05 wall_t:726 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:0.9842 +2026-01-07 10:36:06 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:407.25 total_reward_ma:303.67 loss:0.035 fps:1241 +frame:9.10e+05 wall_t:733 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:0.6979 +2026-01-07 10:36:14 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:418.15 total_reward_ma:304.92 loss:0.03937 fps:1242 +frame:9.20e+05 wall_t:741 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:0.8424 +2026-01-07 10:36:21 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:416.25 total_reward_ma:306.11 loss:0.02162 fps:1243 +frame:9.30e+05 wall_t:748 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:0.897 +2026-01-07 10:36:28 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:413.20 total_reward_ma:307.25 loss:0.04533 fps:1243 +frame:9.40e+05 wall_t:756 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:0.8645 +2026-01-07 10:36:37 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:415.30 total_reward_ma:308.39 loss:0.02805 fps:1243 +frame:9.50e+05 wall_t:764 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:0.8812 +2026-01-07 10:36:45 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:415.75 total_reward_ma:309.51 loss:0.03686 fps:1244 +frame:9.60e+05 wall_t:772 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:1.043 +2026-01-07 10:36:53 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:403.90 total_reward_ma:310.48 loss:0.0355 fps:1244 +frame:9.70e+05 wall_t:780 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:0.9502 +2026-01-07 10:37:01 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:408.60 total_reward_ma:311.48 loss:0.05133 fps:1244 +frame:9.80e+05 wall_t:788 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:0.9899 +2026-01-07 10:37:09 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:397.15 total_reward_ma:312.35 loss:0.03369 fps:1244 +frame:9.90e+05 wall_t:796 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:1.057 +2026-01-07 10:37:17 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:390.95 total_reward_ma:313.13 loss:0.04608 fps:1244 +frame:1.00e+06 wall_t:804 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:1.04 +2026-01-07 10:37:25 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:381.40 total_reward_ma:315.78 loss:0.04883 fps:1244 +frame:1.01e+06 wall_t:812 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:1.024 +2026-01-07 10:37:33 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:377.55 total_reward_ma:318.31 loss:0.03736 fps:1244 +frame:1.02e+06 wall_t:820 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:1.018 +2026-01-07 10:37:40 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:386.75 total_reward_ma:320.84 loss:0.04473 fps:1245 +frame:1.03e+06 wall_t:827 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:0.9393 +2026-01-07 10:37:48 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:399.45 total_reward_ma:323.54 loss:0.04093 fps:1246 +frame:1.04e+06 wall_t:835 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:1.01 +2026-01-07 10:37:56 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:415.15 total_reward_ma:326.28 loss:0.03668 fps:1246 +frame:1.05e+06 wall_t:843 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:0.9951 +2026-01-07 10:38:05 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:415.45 total_reward_ma:328.95 loss:0.02493 fps:1244 +frame:1.06e+06 wall_t:852 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:1.025 +2026-01-07 10:38:14 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:419.70 total_reward_ma:331.63 loss:0.04718 fps:1243 +frame:1.07e+06 wall_t:861 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:0.8921 +2026-01-07 10:38:23 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:434.15 total_reward_ma:334.45 loss:0.05981 fps:1241 +frame:1.08e+06 wall_t:870 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:0.8667 +2026-01-07 10:38:30 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:441.30 total_reward_ma:337.19 loss:0.04337 fps:1241 +frame:1.09e+06 wall_t:878 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:1.049 +2026-01-07 10:38:39 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:436.40 total_reward_ma:339.79 loss:0.0496 fps:1240 +frame:1.10e+06 wall_t:887 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:0.9349 +2026-01-07 10:38:47 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:444.80 total_reward_ma:342.48 loss:0.0228 fps:1240 +frame:1.11e+06 wall_t:895 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:1.038 +2026-01-07 10:38:55 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:428.45 total_reward_ma:344.98 loss:0.03009 fps:1242 +frame:1.12e+06 wall_t:902 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:0.9802 +2026-01-07 10:39:03 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:418.95 total_reward_ma:347.27 loss:0.04373 fps:1242 +frame:1.13e+06 wall_t:910 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:0.9797 +2026-01-07 10:39:10 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:420.45 total_reward_ma:349.56 loss:0.03255 fps:1243 +frame:1.14e+06 wall_t:917 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:1.038 +2026-01-07 10:39:19 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:414.15 total_reward_ma:351.91 loss:0.03002 fps:1242 +frame:1.15e+06 wall_t:926 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:1.009 +2026-01-07 10:39:27 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:407.65 total_reward_ma:354.27 loss:0.03816 fps:1242 +frame:1.16e+06 wall_t:934 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:0.884 +2026-01-07 10:39:36 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:410.45 total_reward_ma:356.55 loss:0.03624 fps:1241 +frame:1.17e+06 wall_t:943 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:1.066 +2026-01-07 10:39:44 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:425.80 total_reward_ma:358.88 loss:0.04038 fps:1241 +frame:1.18e+06 wall_t:951 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:1.048 +2026-01-07 10:39:51 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:422.55 total_reward_ma:361.12 loss:0.05337 fps:1241 +frame:1.19e+06 wall_t:959 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:1.011 +2026-01-07 10:39:59 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:430.35 total_reward_ma:363.29 loss:0.02266 fps:1242 +frame:1.20e+06 wall_t:966 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:0.9445 +2026-01-07 10:40:07 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:430.10 total_reward_ma:365.40 loss:0.05154 fps:1242 +frame:1.21e+06 wall_t:974 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:0.998 +2026-01-07 10:40:15 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:432.55 total_reward_ma:367.44 loss:0.02863 fps:1242 +frame:1.22e+06 wall_t:982 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:1.107 +2026-01-07 10:40:23 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:436.10 total_reward_ma:369.46 loss:0.02758 fps:1242 +frame:1.23e+06 wall_t:990 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:0.9702 +2026-01-07 10:40:31 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:436.80 total_reward_ma:371.45 loss:0.03128 fps:1241 +frame:1.24e+06 wall_t:999 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:1.216 +2026-01-07 10:40:39 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:424.25 total_reward_ma:373.34 loss:0.05263 fps:1243 +frame:1.25e+06 wall_t:1006 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:0.9916 +2026-01-07 10:40:47 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:419.45 total_reward_ma:375.16 loss:0.03569 fps:1243 +frame:1.26e+06 wall_t:1014 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:0.8796 +2026-01-07 10:40:55 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:416.85 total_reward_ma:376.76 loss:0.01953 fps:1243 +frame:1.27e+06 wall_t:1022 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:1.105 +2026-01-07 10:41:03 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:411.45 total_reward_ma:378.20 loss:0.03351 fps:1243 +frame:1.28e+06 wall_t:1030 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:1.056 +2026-01-07 10:41:11 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:424.85 total_reward_ma:379.90 loss:0.03671 fps:1243 +frame:1.29e+06 wall_t:1038 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:0.9741 +2026-01-07 10:41:19 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:420.25 total_reward_ma:381.49 loss:0.05279 fps:1243 +frame:1.30e+06 wall_t:1046 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:0.8734 +2026-01-07 10:41:26 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:415.45 total_reward_ma:383.01 loss:0.03807 fps:1243 +frame:1.31e+06 wall_t:1054 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:1.024 +2026-01-07 10:41:33 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:416.50 total_reward_ma:384.50 loss:0.03919 fps:1245 +frame:1.32e+06 wall_t:1060 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:0.8811 +2026-01-07 10:41:39 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:428.00 total_reward_ma:386.06 loss:0.01655 fps:1248 +frame:1.33e+06 wall_t:1066 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:1.02 +2026-01-07 10:41:45 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:435.40 total_reward_ma:387.71 loss:0.02288 fps:1250 +frame:1.34e+06 wall_t:1072 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:1.014 +2026-01-07 10:41:52 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:444.40 total_reward_ma:389.34 loss:0.02548 fps:1251 +frame:1.35e+06 wall_t:1079 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:1.1 +2026-01-07 10:41:59 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:438.85 total_reward_ma:390.91 loss:0.03565 fps:1252 +frame:1.36e+06 wall_t:1086 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:1.074 +2026-01-07 10:42:05 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:443.40 total_reward_ma:392.49 loss:0.03955 fps:1255 +frame:1.37e+06 wall_t:1092 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:1.038 +2026-01-07 10:42:12 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:445.10 total_reward_ma:394.10 loss:0.02253 fps:1255 +frame:1.38e+06 wall_t:1100 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:1.03 +2026-01-07 10:42:21 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:441.30 total_reward_ma:395.63 loss:0.02468 fps:1255 +frame:1.39e+06 wall_t:1108 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:1.099 +2026-01-07 10:42:28 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:443.10 total_reward_ma:397.09 loss:0.02325 fps:1256 +frame:1.40e+06 wall_t:1115 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:1.123 +2026-01-07 10:42:36 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:442.45 total_reward_ma:398.46 loss:0.04239 fps:1256 +frame:1.41e+06 wall_t:1123 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:1.064 +2026-01-07 10:42:44 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:435.55 total_reward_ma:399.72 loss:0.0645 fps:1254 +frame:1.42e+06 wall_t:1132 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:1.016 +2026-01-07 10:42:52 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:439.55 total_reward_ma:400.93 loss:0.05147 fps:1254 +frame:1.43e+06 wall_t:1140 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:1.005 +2026-01-07 10:43:01 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:441.00 total_reward_ma:402.14 loss:0.03338 fps:1254 +frame:1.44e+06 wall_t:1148 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:0.9773 +2026-01-07 10:43:09 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:440.30 total_reward_ma:403.36 loss:0.01991 fps:1254 +frame:1.45e+06 wall_t:1156 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:0.9286 +2026-01-07 10:43:16 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:447.05 total_reward_ma:404.71 loss:0.03561 fps:1255 +frame:1.46e+06 wall_t:1163 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:0.9388 +2026-01-07 10:43:24 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:444.15 total_reward_ma:405.92 loss:0.01824 fps:1255 +frame:1.47e+06 wall_t:1171 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:1.115 +2026-01-07 10:43:32 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:443.35 total_reward_ma:407.05 loss:0.03757 fps:1255 +frame:1.48e+06 wall_t:1179 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:0.8717 +2026-01-07 10:43:39 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:447.30 total_reward_ma:408.06 loss:0.04494 fps:1256 +frame:1.49e+06 wall_t:1186 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:1.044 +2026-01-07 10:43:47 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:458.60 total_reward_ma:409.12 loss:0.04145 fps:1256 +frame:1.50e+06 wall_t:1194 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:0.9106 +2026-01-07 10:43:55 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:455.00 total_reward_ma:410.15 loss:0.04504 fps:1256 +frame:1.51e+06 wall_t:1202 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:0.8614 +2026-01-07 10:44:03 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:457.65 total_reward_ma:411.04 loss:0.01169 fps:1256 +frame:1.52e+06 wall_t:1210 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:0.9366 +2026-01-07 10:44:11 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:459.25 total_reward_ma:411.90 loss:0.0169 fps:1256 +frame:1.53e+06 wall_t:1218 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:0.9397 +2026-01-07 10:44:18 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:462.50 total_reward_ma:412.80 loss:0.0507 fps:1257 +frame:1.54e+06 wall_t:1225 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:0.9863 +2026-01-07 10:44:27 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:465.65 total_reward_ma:413.65 loss:0.05073 fps:1256 +frame:1.55e+06 wall_t:1234 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:0.8854 +2026-01-07 10:44:36 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:469.20 total_reward_ma:414.61 loss:0.0377 fps:1255 +frame:1.56e+06 wall_t:1243 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:1.033 +2026-01-07 10:44:44 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:470.75 total_reward_ma:415.49 loss:0.01742 fps:1255 +frame:1.57e+06 wall_t:1251 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:1.081 +2026-01-07 10:44:51 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:474.25 total_reward_ma:416.42 loss:0.0667 fps:1256 +frame:1.58e+06 wall_t:1258 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:0.8146 +2026-01-07 10:44:59 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:475.45 total_reward_ma:417.34 loss:0.01069 fps:1256 +frame:1.59e+06 wall_t:1266 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:0.9168 +2026-01-07 10:45:06 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:484.35 total_reward_ma:418.32 loss:0.03354 fps:1256 +frame:1.60e+06 wall_t:1274 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:0.8674 +2026-01-07 10:45:14 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:477.20 total_reward_ma:419.21 loss:0.02533 fps:1257 +frame:1.61e+06 wall_t:1281 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:0.8792 +2026-01-07 10:45:22 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:471.05 total_reward_ma:420.24 loss:0.04244 fps:1257 +frame:1.62e+06 wall_t:1289 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:0.9126 +2026-01-07 10:45:29 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:483.40 total_reward_ma:421.31 loss:0.05934 fps:1258 +frame:1.63e+06 wall_t:1296 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:0.8656 +2026-01-07 10:45:38 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:477.75 total_reward_ma:422.21 loss:0.04013 fps:1257 +frame:1.64e+06 wall_t:1305 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:0.8817 +2026-01-07 10:45:47 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:477.10 total_reward_ma:422.97 loss:0.05995 fps:1256 +frame:1.65e+06 wall_t:1314 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:0.9415 +2026-01-07 10:45:56 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:479.55 total_reward_ma:423.89 loss:0.03149 fps:1255 +frame:1.66e+06 wall_t:1323 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:0.9899 +2026-01-07 10:46:03 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:483.20 total_reward_ma:424.86 loss:0.03992 fps:1255 +frame:1.67e+06 wall_t:1331 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:0.8878 +2026-01-07 10:46:12 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:491.50 total_reward_ma:425.82 loss:0.03931 fps:1255 +frame:1.68e+06 wall_t:1339 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:0.8006 +2026-01-07 10:46:19 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:483.20 total_reward_ma:426.63 loss:0.03206 fps:1256 +frame:1.69e+06 wall_t:1346 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:0.9242 +2026-01-07 10:46:27 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:480.05 total_reward_ma:427.40 loss:0.02938 fps:1256 +frame:1.70e+06 wall_t:1354 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:0.9317 +2026-01-07 10:46:34 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:478.90 total_reward_ma:428.29 loss:0.03084 fps:1256 +frame:1.71e+06 wall_t:1361 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:0.8532 +2026-01-07 10:46:42 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:483.75 total_reward_ma:429.22 loss:0.02897 fps:1256 +frame:1.72e+06 wall_t:1369 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:0.7998 +2026-01-07 10:46:51 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:489.10 total_reward_ma:430.18 loss:0.01646 fps:1255 +frame:1.73e+06 wall_t:1378 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:0.917 +2026-01-07 10:46:59 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:493.00 total_reward_ma:431.22 loss:0.0771 fps:1255 +frame:1.74e+06 wall_t:1386 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:1.024 +2026-01-07 10:47:07 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:491.90 total_reward_ma:432.30 loss:0.03289 fps:1255 +frame:1.75e+06 wall_t:1394 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:0.9467 +2026-01-07 10:47:14 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:484.35 total_reward_ma:433.39 loss:0.02269 fps:1255 +frame:1.76e+06 wall_t:1402 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:0.8522 +2026-01-07 10:47:23 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:494.25 total_reward_ma:434.66 loss:0.02774 fps:1255 +frame:1.77e+06 wall_t:1410 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:0.7882 +2026-01-07 10:47:31 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:503.55 total_reward_ma:435.94 loss:0.08736 fps:1254 +frame:1.78e+06 wall_t:1419 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:1.046 +2026-01-07 10:47:40 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:488.90 total_reward_ma:437.13 loss:0.05155 fps:1254 +frame:1.79e+06 wall_t:1428 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:0.902 +2026-01-07 10:47:48 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:478.80 total_reward_ma:438.25 loss:0.02899 fps:1254 +frame:1.80e+06 wall_t:1435 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:0.8172 +2026-01-07 10:47:55 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:468.65 total_reward_ma:439.27 loss:0.03486 fps:1254 +frame:1.81e+06 wall_t:1443 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:0.818 +2026-01-07 10:48:04 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:471.75 total_reward_ma:440.19 loss:0.03018 fps:1254 +frame:1.82e+06 wall_t:1451 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:0.8472 +2026-01-07 10:48:12 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:467.45 total_reward_ma:440.97 loss:0.08611 fps:1254 +frame:1.83e+06 wall_t:1459 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:0.8661 +2026-01-07 10:48:20 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:464.40 total_reward_ma:441.68 loss:0.06061 fps:1254 +frame:1.84e+06 wall_t:1467 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:0.8888 +2026-01-07 10:48:28 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:469.05 total_reward_ma:442.38 loss:0.008292 fps:1254 +frame:1.85e+06 wall_t:1475 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:0.7786 +2026-01-07 10:48:36 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:470.20 total_reward_ma:443.03 loss:0.05114 fps:1254 +frame:1.86e+06 wall_t:1483 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:0.8114 +2026-01-07 10:48:43 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:482.00 total_reward_ma:443.66 loss:0.05479 fps:1254 +frame:1.87e+06 wall_t:1491 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:0.8889 +2026-01-07 10:48:51 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:489.75 total_reward_ma:444.40 loss:0.05241 fps:1254 +frame:1.88e+06 wall_t:1499 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:0.7248 +2026-01-07 10:49:01 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:496.80 total_reward_ma:445.17 loss:0.01795 fps:1253 +frame:1.89e+06 wall_t:1508 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:0.6928 +2026-01-07 10:49:09 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:487.30 total_reward_ma:445.93 loss:0.08325 fps:1253 +frame:1.90e+06 wall_t:1516 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:0.8576 +2026-01-07 10:49:16 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:486.10 total_reward_ma:446.72 loss:0.05142 fps:1253 +frame:1.91e+06 wall_t:1524 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:0.9258 +2026-01-07 10:49:24 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:482.70 total_reward_ma:447.36 loss:0.03826 fps:1254 +frame:1.92e+06 wall_t:1531 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:0.8718 +2026-01-07 10:49:32 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:476.60 total_reward_ma:447.96 loss:0.07062 fps:1253 +frame:1.93e+06 wall_t:1540 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:0.8053 +2026-01-07 10:49:41 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:467.65 total_reward_ma:448.51 loss:0.04663 fps:1253 +frame:1.94e+06 wall_t:1548 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:0.9 +2026-01-07 10:49:49 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:460.50 total_reward_ma:448.96 loss:0.02567 fps:1253 +frame:1.95e+06 wall_t:1556 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:0.9449 +2026-01-07 10:49:57 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:452.15 total_reward_ma:449.33 loss:0.0592 fps:1253 +frame:1.96e+06 wall_t:1564 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:0.8355 +2026-01-07 10:50:05 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:445.45 total_reward_ma:449.74 loss:0.02833 fps:1252 +frame:1.97e+06 wall_t:1573 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:0.9516 +2026-01-07 10:50:13 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:456.75 total_reward_ma:450.22 loss:0.05811 fps:1252 +frame:1.98e+06 wall_t:1581 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:0.9108 +2026-01-07 10:50:21 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:466.90 total_reward_ma:450.92 loss:0.04945 fps:1253 +frame:1.99e+06 wall_t:1588 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:0.8351 +2026-01-07 10:50:29 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:470.25 total_reward_ma:451.71 loss:0.03386 fps:1253 +frame:2.00e+06 wall_t:1596 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:0.7723 +2026-01-07 10:50:37 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:481.75 total_reward_ma:452.72 loss:0.03372 fps:1253 +frame:2.01e+06 wall_t:1604 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:0.725 +2026-01-07 10:50:45 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:497.90 total_reward_ma:453.92 loss:0.01454 fps:1253 +frame:2.02e+06 wall_t:1612 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:0.8347 +2026-01-07 10:50:54 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:505.90 total_reward_ma:455.11 loss:0.01646 fps:1252 +frame:2.03e+06 wall_t:1621 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:0.9901 +2026-01-07 10:51:03 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:510.65 total_reward_ma:456.22 loss:0.03128 fps:1252 +frame:2.04e+06 wall_t:1630 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:0.9418 +2026-01-07 10:51:08 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:514.15 total_reward_ma:457.21 loss:0.01903 fps:1253 +frame:2.05e+06 wall_t:1636 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:0.8547 +2026-01-07 10:51:15 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:527.45 total_reward_ma:458.33 loss:0.08352 fps:1255 +frame:2.06e+06 wall_t:1642 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:0.8785 +2026-01-07 10:51:21 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:519.10 total_reward_ma:459.33 loss:0.04582 fps:1256 +frame:2.07e+06 wall_t:1648 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:0.844 +2026-01-07 10:51:27 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:517.25 total_reward_ma:460.16 loss:0.0145 fps:1257 +frame:2.08e+06 wall_t:1655 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:0.9484 +2026-01-07 10:51:34 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:518.05 total_reward_ma:460.93 loss:0.0337 fps:1258 +frame:2.09e+06 wall_t:1661 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:0.8473 +2026-01-07 10:51:41 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:499.65 total_reward_ma:461.56 loss:0.03045 fps:1259 +frame:2.10e+06 wall_t:1668 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:1.045 +2026-01-07 10:51:49 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:501.35 total_reward_ma:462.12 loss:0.04485 fps:1259 +frame:2.11e+06 wall_t:1676 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:0.8481 +2026-01-07 10:51:56 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:499.95 total_reward_ma:462.84 loss:0.05408 fps:1260 +frame:2.12e+06 wall_t:1683 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:0.6026 +2026-01-07 10:52:05 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:495.10 total_reward_ma:463.60 loss:0.03817 fps:1259 +frame:2.13e+06 wall_t:1692 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:0.7747 +2026-01-07 10:52:12 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:489.50 total_reward_ma:464.29 loss:0.04136 fps:1260 +frame:2.14e+06 wall_t:1699 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:1.012 +2026-01-07 10:52:20 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:495.15 total_reward_ma:465.10 loss:0.03797 fps:1260 +frame:2.15e+06 wall_t:1707 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:0.7869 +2026-01-07 10:52:27 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:494.60 total_reward_ma:465.97 loss:0.01575 fps:1259 +frame:2.16e+06 wall_t:1715 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:0.9162 +2026-01-07 10:52:35 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:496.00 total_reward_ma:466.83 loss:0.04473 fps:1260 +frame:2.17e+06 wall_t:1722 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:0.8822 +2026-01-07 10:52:42 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:494.50 total_reward_ma:467.51 loss:0.02447 fps:1261 +frame:2.18e+06 wall_t:1729 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:0.9705 +2026-01-07 10:52:50 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:501.45 total_reward_ma:468.30 loss:0.03864 fps:1261 +frame:2.19e+06 wall_t:1737 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:1.065 +2026-01-07 10:52:58 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:487.80 total_reward_ma:468.88 loss:0.05745 fps:1261 +frame:2.20e+06 wall_t:1745 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:1.015 +2026-01-07 10:53:06 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:500.05 total_reward_ma:469.58 loss:0.01706 fps:1261 +frame:2.21e+06 wall_t:1753 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:1.048 +2026-01-07 10:53:12 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:509.25 total_reward_ma:470.34 loss:0.04961 fps:1262 +frame:2.22e+06 wall_t:1759 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:1.082 +2026-01-07 10:53:18 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:521.05 total_reward_ma:471.19 loss:0.02515 fps:1263 +frame:2.23e+06 wall_t:1765 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:1.099 +2026-01-07 10:53:24 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:525.60 total_reward_ma:472.08 loss:0.03567 fps:1264 +frame:2.24e+06 wall_t:1772 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:0.9942 +2026-01-07 10:53:31 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:542.25 total_reward_ma:473.26 loss:0.02369 fps:1265 +frame:2.25e+06 wall_t:1778 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:0.9983 +2026-01-07 10:53:38 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:539.85 total_reward_ma:474.46 loss:0.008878 fps:1266 +frame:2.26e+06 wall_t:1785 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:0.8416 +2026-01-07 10:53:46 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:546.70 total_reward_ma:475.76 loss:0.04599 fps:1266 +frame:2.27e+06 wall_t:1793 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:0.9899 +2026-01-07 10:53:53 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:561.15 total_reward_ma:477.26 loss:0.007725 fps:1267 +frame:2.28e+06 wall_t:1800 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:0.8254 +2026-01-07 10:53:59 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:572.10 total_reward_ma:478.73 loss:0.03496 fps:1267 +frame:2.29e+06 wall_t:1807 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:0.9196 +2026-01-07 10:54:06 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:579.35 total_reward_ma:480.32 loss:0.04547 fps:1269 +frame:2.30e+06 wall_t:1813 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:0.9379 +2026-01-07 10:54:12 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:581.20 total_reward_ma:481.98 loss:0.0272 fps:1269 +frame:2.31e+06 wall_t:1820 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:0.7397 +2026-01-07 10:54:20 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:580.55 total_reward_ma:483.62 loss:0.02672 fps:1269 +frame:2.32e+06 wall_t:1828 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:0.8897 +2026-01-07 10:54:27 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:579.75 total_reward_ma:485.14 loss:0.04243 fps:1270 +frame:2.33e+06 wall_t:1834 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:0.9223 +2026-01-07 10:54:33 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:568.60 total_reward_ma:486.47 loss:0.05279 fps:1272 +frame:2.34e+06 wall_t:1840 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:0.9492 +2026-01-07 10:54:41 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:566.45 total_reward_ma:487.69 loss:0.02482 fps:1272 +frame:2.35e+06 wall_t:1848 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:0.881 +2026-01-07 10:54:48 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:557.10 total_reward_ma:488.87 loss:0.037 fps:1272 +frame:2.36e+06 wall_t:1855 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:0.6262 +2026-01-07 10:54:55 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:548.85 total_reward_ma:489.93 loss:0.04237 fps:1273 +frame:2.37e+06 wall_t:1862 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:0.8641 +2026-01-07 10:55:03 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:531.45 total_reward_ma:490.79 loss:0.02019 fps:1273 +frame:2.38e+06 wall_t:1870 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:0.8657 +2026-01-07 10:55:10 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:527.00 total_reward_ma:491.65 loss:0.03638 fps:1273 +frame:2.39e+06 wall_t:1878 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:0.8029 +2026-01-07 10:55:19 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:513.65 total_reward_ma:492.35 loss:0.024 fps:1273 +frame:2.40e+06 wall_t:1886 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:0.9633 +2026-01-07 10:55:27 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:509.35 total_reward_ma:493.02 loss:0.04071 fps:1272 +frame:2.41e+06 wall_t:1894 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:1.031 +2026-01-07 10:55:34 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:499.20 total_reward_ma:493.66 loss:0.06201 fps:1273 +frame:2.42e+06 wall_t:1901 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:0.8338 +2026-01-07 10:55:42 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:496.50 total_reward_ma:494.23 loss:0.0514 fps:1273 +frame:2.43e+06 wall_t:1909 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:0.7028 +2026-01-07 10:55:51 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:490.90 total_reward_ma:494.73 loss:0.02362 fps:1272 +frame:2.44e+06 wall_t:1918 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:0.773 +2026-01-07 10:55:59 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:479.80 total_reward_ma:495.12 loss:0.02881 fps:1272 +frame:2.45e+06 wall_t:1926 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:0.6839 +2026-01-07 10:56:07 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:477.60 total_reward_ma:495.43 loss:0.05242 fps:1272 +frame:2.46e+06 wall_t:1934 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:0.8921 +2026-01-07 10:56:15 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:472.65 total_reward_ma:495.71 loss:0.01059 fps:1272 +frame:2.47e+06 wall_t:1942 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:0.8596 +2026-01-07 10:56:22 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:475.20 total_reward_ma:496.03 loss:0.04747 fps:1272 +frame:2.48e+06 wall_t:1949 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:0.7918 +2026-01-07 10:56:30 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:473.90 total_reward_ma:496.30 loss:0.03297 fps:1272 +frame:2.49e+06 wall_t:1957 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:0.7372 +2026-01-07 10:56:38 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:477.25 total_reward_ma:496.48 loss:0.04151 fps:1272 +frame:2.50e+06 wall_t:1965 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:0.946 +2026-01-07 10:56:46 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:488.05 total_reward_ma:496.82 loss:0.02825 fps:1272 +frame:2.51e+06 wall_t:1973 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:0.6649 +2026-01-07 10:56:54 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:496.05 total_reward_ma:497.20 loss:0.0373 fps:1272 +frame:2.52e+06 wall_t:1981 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:0.7838 +2026-01-07 10:57:02 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:498.40 total_reward_ma:497.59 loss:0.02229 fps:1272 +frame:2.53e+06 wall_t:1989 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:0.954 +2026-01-07 10:57:10 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:509.40 total_reward_ma:498.06 loss:0.02808 fps:1272 +frame:2.54e+06 wall_t:1997 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:0.7185 +2026-01-07 10:57:18 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:523.20 total_reward_ma:498.64 loss:0.01803 fps:1272 +frame:2.55e+06 wall_t:2005 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:0.6922 +2026-01-07 10:57:26 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:526.00 total_reward_ma:499.20 loss:0.01916 fps:1271 +frame:2.56e+06 wall_t:2014 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:0.8125 +2026-01-07 10:57:35 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:544.65 total_reward_ma:499.94 loss:0.04018 fps:1271 +frame:2.57e+06 wall_t:2022 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:0.7123 +2026-01-07 10:57:42 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:547.95 total_reward_ma:500.68 loss:0.01571 fps:1272 +frame:2.58e+06 wall_t:2029 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:0.818 +2026-01-07 10:57:51 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:559.00 total_reward_ma:501.51 loss:0.01986 fps:1271 +frame:2.59e+06 wall_t:2038 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:0.6529 +2026-01-07 10:57:59 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:571.65 total_reward_ma:502.39 loss:0.06823 fps:1270 +frame:2.60e+06 wall_t:2047 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:0.7802 +2026-01-07 10:58:07 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:562.00 total_reward_ma:503.24 loss:0.05629 fps:1271 +frame:2.61e+06 wall_t:2054 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:0.7552 +2026-01-07 10:58:15 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:558.95 total_reward_ma:504.11 loss:0.04388 fps:1271 +frame:2.62e+06 wall_t:2062 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:0.8725 +2026-01-07 10:58:23 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:553.60 total_reward_ma:504.82 loss:0.05144 fps:1271 +frame:2.63e+06 wall_t:2070 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:0.8165 +2026-01-07 10:58:31 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:554.30 total_reward_ma:505.58 loss:0.09263 fps:1270 +frame:2.64e+06 wall_t:2078 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:0.9586 +2026-01-07 10:58:39 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:551.65 total_reward_ma:506.33 loss:0.06128 fps:1270 +frame:2.65e+06 wall_t:2086 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:0.6835 +2026-01-07 10:58:47 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:553.75 total_reward_ma:507.07 loss:0.04691 fps:1270 +frame:2.66e+06 wall_t:2095 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:0.7584 +2026-01-07 10:58:55 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:549.35 total_reward_ma:507.73 loss:0.05271 fps:1270 +frame:2.67e+06 wall_t:2102 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:0.813 +2026-01-07 10:59:03 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:538.40 total_reward_ma:508.20 loss:0.04654 fps:1270 +frame:2.68e+06 wall_t:2110 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:0.8436 +2026-01-07 10:59:10 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:547.60 total_reward_ma:508.84 loss:0.01486 fps:1270 +frame:2.69e+06 wall_t:2118 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:0.8685 +2026-01-07 10:59:19 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:558.30 total_reward_ma:509.63 loss:0.04043 fps:1270 +frame:2.70e+06 wall_t:2126 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:0.7141 +2026-01-07 10:59:27 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:552.60 total_reward_ma:510.36 loss:0.03445 fps:1270 +frame:2.71e+06 wall_t:2134 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:0.8816 +2026-01-07 10:59:34 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:547.65 total_reward_ma:511.00 loss:0.02405 fps:1270 +frame:2.72e+06 wall_t:2142 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:0.8848 +2026-01-07 10:59:42 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:549.55 total_reward_ma:511.61 loss:0.002665 fps:1270 +frame:2.73e+06 wall_t:2149 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:0.8589 +2026-01-07 10:59:49 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:553.70 total_reward_ma:512.21 loss:0.006932 fps:1271 +frame:2.74e+06 wall_t:2156 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:0.6609 +2026-01-07 10:59:56 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:561.50 total_reward_ma:512.91 loss:0.04218 fps:1271 +frame:2.75e+06 wall_t:2164 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:0.8531 +2026-01-07 11:00:05 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:559.45 total_reward_ma:513.66 loss:0.04754 fps:1271 +frame:2.76e+06 wall_t:2172 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:0.8777 +2026-01-07 11:00:13 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:561.05 total_reward_ma:514.33 loss:0.06314 fps:1270 +frame:2.77e+06 wall_t:2181 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:1.003 +2026-01-07 11:00:22 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:552.15 total_reward_ma:514.82 loss:0.04377 fps:1270 +frame:2.78e+06 wall_t:2189 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:0.8511 +2026-01-07 11:00:30 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:542.05 total_reward_ma:515.35 loss:0.04635 fps:1270 +frame:2.79e+06 wall_t:2197 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:1.043 +2026-01-07 11:00:38 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:549.90 total_reward_ma:516.06 loss:0.0417 fps:1269 +frame:2.80e+06 wall_t:2206 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:0.7099 +2026-01-07 11:00:47 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:560.50 total_reward_ma:516.98 loss:0.03606 fps:1269 +frame:2.81e+06 wall_t:2214 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:0.8592 +2026-01-07 11:00:54 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:565.50 total_reward_ma:517.91 loss:0.02735 fps:1270 +frame:2.82e+06 wall_t:2221 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:0.7916 +2026-01-07 11:01:01 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:545.10 total_reward_ma:518.69 loss:0.0109 fps:1270 +frame:2.83e+06 wall_t:2229 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:0.8455 +2026-01-07 11:01:10 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:540.40 total_reward_ma:519.45 loss:-0.0007162 fps:1270 +frame:2.84e+06 wall_t:2237 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:0.8753 +2026-01-07 11:01:18 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:553.15 total_reward_ma:520.29 loss:0.04025 fps:1269 +frame:2.85e+06 wall_t:2245 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:0.845 +2026-01-07 11:01:26 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:551.75 total_reward_ma:521.11 loss:0.02079 fps:1269 +frame:2.86e+06 wall_t:2254 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:0.9123 +2026-01-07 11:01:35 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:557.75 total_reward_ma:521.86 loss:0.01591 fps:1269 +frame:2.87e+06 wall_t:2262 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:0.7833 +2026-01-07 11:01:43 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:559.05 total_reward_ma:522.56 loss:0.01495 fps:1268 +frame:2.88e+06 wall_t:2271 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:0.8571 +2026-01-07 11:01:51 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:561.75 total_reward_ma:523.21 loss:0.03164 fps:1269 +frame:2.89e+06 wall_t:2278 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:0.8927 +2026-01-07 11:01:59 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:563.00 total_reward_ma:523.96 loss:0.006008 fps:1269 +frame:2.90e+06 wall_t:2286 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:0.9651 +2026-01-07 11:02:06 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:562.00 total_reward_ma:524.72 loss:0.02755 fps:1269 +frame:2.91e+06 wall_t:2293 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:0.6703 +2026-01-07 11:02:14 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:572.10 total_reward_ma:525.62 loss:0.04753 fps:1269 +frame:2.92e+06 wall_t:2301 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:0.8212 +2026-01-07 11:02:22 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:574.60 total_reward_ma:526.60 loss:0.01926 fps:1269 +frame:2.93e+06 wall_t:2309 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:0.9476 +2026-01-07 11:02:30 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:576.55 total_reward_ma:527.69 loss:0.03532 fps:1269 +frame:2.94e+06 wall_t:2317 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:0.7979 +2026-01-07 11:02:38 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:575.75 total_reward_ma:528.84 loss:0.02955 fps:1269 +frame:2.95e+06 wall_t:2325 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:0.7697 +2026-01-07 11:02:46 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:585.55 total_reward_ma:530.17 loss:0.007403 fps:1269 +frame:2.96e+06 wall_t:2333 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:0.747 +2026-01-07 11:02:54 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:582.60 total_reward_ma:531.54 loss:0.02072 fps:1269 +frame:2.97e+06 wall_t:2341 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:0.8843 +2026-01-07 11:03:02 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:605.15 total_reward_ma:533.03 loss:0.007558 fps:1269 +frame:2.98e+06 wall_t:2349 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:0.6449 +2026-01-07 11:03:09 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:610.20 total_reward_ma:534.46 loss:0.04329 fps:1269 +frame:2.99e+06 wall_t:2356 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:0.8792 +2026-01-07 11:03:18 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:607.70 total_reward_ma:535.84 loss:0.06577 fps:1268 +frame:3.00e+06 wall_t:2365 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:0.8504 +2026-01-07 11:03:26 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:613.30 total_reward_ma:537.15 loss:0.04049 fps:1268 +frame:3.01e+06 wall_t:2373 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:0.8583 +2026-01-07 11:03:35 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:609.10 total_reward_ma:538.26 loss:0.03295 fps:1268 +frame:3.02e+06 wall_t:2382 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:0.9054 +2026-01-07 11:03:44 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:619.85 total_reward_ma:539.40 loss:0.02952 fps:1267 +frame:3.03e+06 wall_t:2391 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:0.8238 +2026-01-07 11:03:53 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:612.40 total_reward_ma:540.42 loss:0.03723 fps:1267 +frame:3.04e+06 wall_t:2400 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:0.7186 +2026-01-07 11:04:01 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:598.25 total_reward_ma:541.26 loss:0.05564 fps:1267 +frame:3.05e+06 wall_t:2408 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:1.092 +2026-01-07 11:04:09 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:603.10 total_reward_ma:542.02 loss:0.03966 fps:1267 +frame:3.06e+06 wall_t:2416 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:1.09 +2026-01-07 11:04:18 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:583.30 total_reward_ma:542.66 loss:0.05685 fps:1266 +frame:3.07e+06 wall_t:2425 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:0.9457 +2026-01-07 11:04:25 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:566.65 total_reward_ma:543.15 loss:0.01348 fps:1266 +frame:3.08e+06 wall_t:2432 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:0.8259 +2026-01-07 11:04:33 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:577.70 total_reward_ma:543.75 loss:0.05571 fps:1266 +frame:3.09e+06 wall_t:2440 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:0.7805 +2026-01-07 11:04:41 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:567.10 total_reward_ma:544.42 loss:0.02451 fps:1266 +frame:3.10e+06 wall_t:2449 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:0.8778 +2026-01-07 11:04:50 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:565.65 total_reward_ma:545.07 loss:0.03649 fps:1266 +frame:3.11e+06 wall_t:2457 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:0.7435 +2026-01-07 11:04:58 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:553.10 total_reward_ma:545.60 loss:0.05739 fps:1266 +frame:3.12e+06 wall_t:2465 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:0.8453 +2026-01-07 11:05:06 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:551.35 total_reward_ma:546.16 loss:0.04296 fps:1266 +frame:3.13e+06 wall_t:2473 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:0.8819 +2026-01-07 11:05:14 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:557.90 total_reward_ma:546.85 loss:0.04516 fps:1266 +frame:3.14e+06 wall_t:2481 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:0.6891 +2026-01-07 11:05:22 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:549.15 total_reward_ma:547.39 loss:0.01342 fps:1266 +frame:3.15e+06 wall_t:2489 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:0.8384 +2026-01-07 11:05:29 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:558.35 total_reward_ma:548.02 loss:0.02088 fps:1266 +frame:3.16e+06 wall_t:2496 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:0.6646 +2026-01-07 11:05:36 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:576.90 total_reward_ma:548.83 loss:0.01706 fps:1266 +frame:3.17e+06 wall_t:2503 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:0.8928 +2026-01-07 11:05:44 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:574.20 total_reward_ma:549.63 loss:0.02578 fps:1266 +frame:3.18e+06 wall_t:2511 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:0.8288 +2026-01-07 11:05:52 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:574.10 total_reward_ma:550.36 loss:0.06304 fps:1266 +frame:3.19e+06 wall_t:2519 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:0.9822 +2026-01-07 11:06:00 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:578.40 total_reward_ma:551.26 loss:0.03883 fps:1266 +frame:3.20e+06 wall_t:2528 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:0.8931 +2026-01-07 11:06:09 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:581.45 total_reward_ma:552.08 loss:0.02624 fps:1266 +frame:3.21e+06 wall_t:2536 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:0.863 +2026-01-07 11:06:18 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:575.85 total_reward_ma:552.74 loss:0.04795 fps:1265 +frame:3.22e+06 wall_t:2545 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:0.8463 +2026-01-07 11:06:25 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:581.20 total_reward_ma:553.34 loss:0.04204 fps:1266 +frame:3.23e+06 wall_t:2552 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:1.058 +2026-01-07 11:06:33 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:581.30 total_reward_ma:553.90 loss:0.03353 fps:1266 +frame:3.24e+06 wall_t:2560 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:0.9716 +2026-01-07 11:06:40 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:584.75 total_reward_ma:554.33 loss:0.06065 fps:1266 +frame:3.25e+06 wall_t:2567 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:0.8533 +2026-01-07 11:06:48 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:578.00 total_reward_ma:554.71 loss:0.02764 fps:1266 +frame:3.26e+06 wall_t:2575 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:0.8709 +2026-01-07 11:06:56 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:580.95 total_reward_ma:555.05 loss:0.02578 fps:1266 +frame:3.27e+06 wall_t:2583 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:0.9392 +2026-01-07 11:07:04 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:569.30 total_reward_ma:555.13 loss:0.05158 fps:1266 +frame:3.28e+06 wall_t:2591 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:0.9507 +2026-01-07 11:07:11 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:557.95 total_reward_ma:554.99 loss:0.02934 fps:1266 +frame:3.29e+06 wall_t:2598 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:0.792 +2026-01-07 11:07:17 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:565.55 total_reward_ma:554.85 loss:0.04366 fps:1267 +frame:3.30e+06 wall_t:2604 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:0.888 +2026-01-07 11:07:24 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:575.65 total_reward_ma:554.80 loss:0.05803 fps:1268 +frame:3.31e+06 wall_t:2611 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:0.8472 +2026-01-07 11:07:30 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:563.70 total_reward_ma:554.63 loss:0.03859 fps:1269 +frame:3.32e+06 wall_t:2617 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:0.84 +2026-01-07 11:07:35 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:568.70 total_reward_ma:554.52 loss:0.03065 fps:1270 +frame:3.33e+06 wall_t:2623 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:0.8445 +2026-01-07 11:07:42 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:565.10 total_reward_ma:554.48 loss:0.02496 fps:1270 +frame:3.34e+06 wall_t:2629 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:0.8986 +2026-01-07 11:07:49 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:563.05 total_reward_ma:554.45 loss:0.003918 fps:1271 +frame:3.35e+06 wall_t:2636 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:0.9291 +2026-01-07 11:07:55 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:574.90 total_reward_ma:554.63 loss:0.03975 fps:1272 +frame:3.36e+06 wall_t:2642 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:0.9634 +2026-01-07 11:08:02 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:583.60 total_reward_ma:554.97 loss:0.03523 fps:1272 +frame:3.37e+06 wall_t:2649 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:0.7779 +2026-01-07 11:08:08 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:594.45 total_reward_ma:555.60 loss:0.01453 fps:1273 +frame:3.38e+06 wall_t:2656 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:0.8863 +2026-01-07 11:08:16 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:594.70 total_reward_ma:556.28 loss:0.0284 fps:1273 +frame:3.39e+06 wall_t:2663 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:0.9925 +2026-01-07 11:08:24 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:596.00 total_reward_ma:557.10 loss:0.03187 fps:1273 +frame:3.40e+06 wall_t:2671 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:0.9341 +2026-01-07 11:08:32 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:604.40 total_reward_ma:558.05 loss:0.05013 fps:1273 +frame:3.41e+06 wall_t:2679 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:0.9786 +2026-01-07 11:08:40 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:595.15 total_reward_ma:559.01 loss:0.03785 fps:1273 +frame:3.42e+06 wall_t:2687 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:0.8779 +2026-01-07 11:08:48 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:598.80 total_reward_ma:560.04 loss:0.01525 fps:1273 +frame:3.43e+06 wall_t:2695 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:0.7107 +2026-01-07 11:08:56 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:600.25 total_reward_ma:561.13 loss:0.009762 fps:1273 +frame:3.44e+06 wall_t:2703 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:0.8806 +2026-01-07 11:09:04 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:586.85 total_reward_ma:562.20 loss:0.01599 fps:1273 +frame:3.45e+06 wall_t:2711 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:0.999 +2026-01-07 11:09:12 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:590.05 total_reward_ma:563.33 loss:0.01046 fps:1273 +frame:3.46e+06 wall_t:2719 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:1.087 +2026-01-07 11:09:20 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:596.90 total_reward_ma:564.57 loss:0.01663 fps:1272 +frame:3.47e+06 wall_t:2727 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:0.8226 +2026-01-07 11:09:28 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:604.20 total_reward_ma:565.86 loss:0.02124 fps:1272 +frame:3.48e+06 wall_t:2735 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:0.8218 +2026-01-07 11:09:36 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:602.00 total_reward_ma:567.14 loss:0.07736 fps:1272 +frame:3.49e+06 wall_t:2743 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:0.934 +2026-01-07 11:09:43 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:617.30 total_reward_ma:568.54 loss:0.03864 fps:1273 +frame:3.50e+06 wall_t:2750 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:0.9805 +2026-01-07 11:09:52 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:620.75 total_reward_ma:569.87 loss:0.05787 fps:1272 +frame:3.51e+06 wall_t:2759 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:0.8971 +2026-01-07 11:10:00 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:625.55 total_reward_ma:571.16 loss:0.03584 fps:1272 +frame:3.52e+06 wall_t:2767 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:0.9851 +2026-01-07 11:10:08 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:622.60 total_reward_ma:572.40 loss:0.0382 fps:1272 +frame:3.53e+06 wall_t:2775 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:0.9146 +2026-01-07 11:10:16 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:626.20 total_reward_ma:573.57 loss:0.0361 fps:1272 +frame:3.54e+06 wall_t:2783 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:0.9549 +2026-01-07 11:10:23 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:634.95 total_reward_ma:574.69 loss:0.04489 fps:1272 +frame:3.55e+06 wall_t:2791 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:0.8643 +2026-01-07 11:10:31 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:638.10 total_reward_ma:575.81 loss:0.02955 fps:1272 +frame:3.56e+06 wall_t:2798 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:0.848 +2026-01-07 11:10:39 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:637.00 total_reward_ma:576.73 loss:0.04781 fps:1272 +frame:3.57e+06 wall_t:2806 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:0.8074 +2026-01-07 11:10:46 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:635.85 total_reward_ma:577.61 loss:0.01724 fps:1273 +frame:3.58e+06 wall_t:2813 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:1.027 +2026-01-07 11:10:53 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:637.30 total_reward_ma:578.40 loss:0.04663 fps:1273 +frame:3.59e+06 wall_t:2820 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:0.9094 +2026-01-07 11:11:01 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:633.25 total_reward_ma:579.01 loss:0.0173 fps:1273 +frame:3.60e+06 wall_t:2828 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:0.8327 +2026-01-07 11:11:09 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:633.10 total_reward_ma:579.72 loss:0.02417 fps:1273 +frame:3.61e+06 wall_t:2836 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:0.8263 +2026-01-07 11:11:16 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:638.20 total_reward_ma:580.51 loss:0.02703 fps:1273 +frame:3.62e+06 wall_t:2843 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:0.8744 +2026-01-07 11:11:24 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:643.15 total_reward_ma:581.41 loss:0.06708 fps:1273 +frame:3.63e+06 wall_t:2851 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:0.8144 +2026-01-07 11:11:31 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:645.45 total_reward_ma:582.32 loss:0.06852 fps:1273 +frame:3.64e+06 wall_t:2859 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:0.945 +2026-01-07 11:11:40 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:627.20 total_reward_ma:583.08 loss:0.0223 fps:1273 +frame:3.65e+06 wall_t:2867 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:0.8206 +2026-01-07 11:11:47 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:619.70 total_reward_ma:583.74 loss:0.006367 fps:1273 +frame:3.66e+06 wall_t:2875 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:0.9577 +2026-01-07 11:11:55 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:609.55 total_reward_ma:584.34 loss:0.04775 fps:1273 +frame:3.67e+06 wall_t:2882 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:0.9832 +2026-01-07 11:12:02 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:612.15 total_reward_ma:585.08 loss:0.0563 fps:1273 +frame:3.68e+06 wall_t:2890 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:0.8319 +2026-01-07 11:12:10 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:623.50 total_reward_ma:585.84 loss:0.05102 fps:1274 +frame:3.69e+06 wall_t:2897 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:1.003 +2026-01-07 11:12:18 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:616.30 total_reward_ma:586.41 loss:0.0312 fps:1274 +frame:3.70e+06 wall_t:2905 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:1.027 +2026-01-07 11:12:25 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:613.00 total_reward_ma:587.02 loss:0.06974 fps:1274 +frame:3.71e+06 wall_t:2912 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:0.9141 +2026-01-07 11:12:33 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:617.40 total_reward_ma:587.72 loss:0.05474 fps:1274 +frame:3.72e+06 wall_t:2920 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:0.842 +2026-01-07 11:12:41 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:631.80 total_reward_ma:588.54 loss:0.04184 fps:1274 +frame:3.73e+06 wall_t:2928 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:0.8089 +2026-01-07 11:12:49 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:632.10 total_reward_ma:589.32 loss:0.0727 fps:1274 +frame:3.74e+06 wall_t:2936 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:0.9583 +2026-01-07 11:12:57 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:652.20 total_reward_ma:590.23 loss:0.04212 fps:1274 +frame:3.75e+06 wall_t:2944 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:0.9847 +2026-01-07 11:13:04 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:665.10 total_reward_ma:591.29 loss:0.01282 fps:1274 +frame:3.76e+06 wall_t:2951 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:0.8326 +2026-01-07 11:13:12 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:677.55 total_reward_ma:592.45 loss:0.03306 fps:1274 +frame:3.77e+06 wall_t:2959 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:0.8281 +2026-01-07 11:13:20 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:676.10 total_reward_ma:593.69 loss:0.02933 fps:1274 +frame:3.78e+06 wall_t:2967 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:0.878 +2026-01-07 11:13:28 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:658.45 total_reward_ma:594.86 loss:0.03475 fps:1274 +frame:3.79e+06 wall_t:2975 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:0.8775 +2026-01-07 11:13:36 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:665.35 total_reward_ma:596.01 loss:0.01245 fps:1274 +frame:3.80e+06 wall_t:2983 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:0.8424 +2026-01-07 11:13:44 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:683.40 total_reward_ma:597.24 loss:0.04197 fps:1274 +frame:3.81e+06 wall_t:2991 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:0.9546 +2026-01-07 11:13:52 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:681.60 total_reward_ma:598.40 loss:0.03531 fps:1274 +frame:3.82e+06 wall_t:2999 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:1.092 +2026-01-07 11:14:00 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:666.90 total_reward_ma:599.62 loss:0.03291 fps:1274 +frame:3.83e+06 wall_t:3007 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:0.9931 +2026-01-07 11:14:08 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:653.20 total_reward_ma:600.75 loss:0.07371 fps:1274 +frame:3.84e+06 wall_t:3015 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:0.8259 +2026-01-07 11:14:15 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:655.30 total_reward_ma:601.77 loss:0.03642 fps:1274 +frame:3.85e+06 wall_t:3022 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:0.9753 +2026-01-07 11:14:23 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:657.75 total_reward_ma:602.83 loss:0.03814 fps:1274 +frame:3.86e+06 wall_t:3030 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:0.9079 +2026-01-07 11:14:31 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:667.70 total_reward_ma:603.93 loss:0.02551 fps:1274 +frame:3.87e+06 wall_t:3038 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:0.9102 +2026-01-07 11:14:38 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:663.55 total_reward_ma:604.97 loss:0.06947 fps:1274 +frame:3.88e+06 wall_t:3045 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:1.015 +2026-01-07 11:14:46 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:666.70 total_reward_ma:606.02 loss:0.03676 fps:1274 +frame:3.89e+06 wall_t:3053 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:0.8378 +2026-01-07 11:14:53 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:670.15 total_reward_ma:607.09 loss:0.03953 fps:1275 +frame:3.90e+06 wall_t:3060 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:1.016 +2026-01-07 11:15:01 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:674.40 total_reward_ma:608.22 loss:0.05137 fps:1274 +frame:3.91e+06 wall_t:3068 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:0.946 +2026-01-07 11:15:08 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:669.45 total_reward_ma:609.19 loss:0.03407 fps:1275 +frame:3.92e+06 wall_t:3075 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:0.9103 +2026-01-07 11:15:15 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:671.85 total_reward_ma:610.16 loss:0.0612 fps:1275 +frame:3.93e+06 wall_t:3082 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:0.8501 +2026-01-07 11:15:23 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:677.65 total_reward_ma:611.17 loss:0.04438 fps:1275 +frame:3.94e+06 wall_t:3091 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:0.9727 +2026-01-07 11:15:33 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:692.90 total_reward_ma:612.34 loss:0.05007 fps:1274 +frame:3.95e+06 wall_t:3100 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:0.8875 +2026-01-07 11:15:40 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:681.50 total_reward_ma:613.30 loss:0.05475 fps:1275 +frame:3.96e+06 wall_t:3107 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:0.792 +2026-01-07 11:15:48 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:657.50 total_reward_ma:614.05 loss:0.04565 fps:1274 +frame:3.97e+06 wall_t:3115 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:0.9361 +2026-01-07 11:15:56 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:661.45 total_reward_ma:614.62 loss:0.07522 fps:1274 +frame:3.98e+06 wall_t:3123 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:0.8562 +2026-01-07 11:16:04 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:661.60 total_reward_ma:615.13 loss:0.008931 fps:1274 +frame:3.99e+06 wall_t:3131 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:0.8156 +2026-01-07 11:16:11 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:654.95 total_reward_ma:615.60 loss:0.0308 fps:1275 +frame:4.00e+06 wall_t:3138 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:0.7528 +2026-01-07 11:16:19 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:649.40 total_reward_ma:615.96 loss:0.04355 fps:1275 +frame:4.01e+06 wall_t:3146 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:0.9398 +2026-01-07 11:16:26 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:658.95 total_reward_ma:616.46 loss:0.04858 fps:1275 +frame:4.02e+06 wall_t:3154 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:1.017 +2026-01-07 11:16:36 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:664.35 total_reward_ma:616.91 loss:0.02615 fps:1274 +frame:4.03e+06 wall_t:3163 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:0.9227 +2026-01-07 11:16:44 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:655.85 total_reward_ma:617.34 loss:0.02693 fps:1274 +frame:4.04e+06 wall_t:3171 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:0.8514 +2026-01-07 11:16:51 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:647.60 total_reward_ma:617.84 loss:0.02529 fps:1274 +frame:4.05e+06 wall_t:3179 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:0.9209 +2026-01-07 11:16:59 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:647.60 total_reward_ma:618.28 loss:0.01616 fps:1274 +frame:4.06e+06 wall_t:3186 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:0.9488 +2026-01-07 11:17:07 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:651.15 total_reward_ma:618.96 loss:0.006935 fps:1274 +frame:4.07e+06 wall_t:3195 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:0.9227 +2026-01-07 11:17:15 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:658.85 total_reward_ma:619.88 loss:0.01676 fps:1274 +frame:4.08e+06 wall_t:3203 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:0.8203 +2026-01-07 11:17:23 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:666.65 total_reward_ma:620.77 loss:0.03751 fps:1274 +frame:4.09e+06 wall_t:3210 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:0.8942 +2026-01-07 11:17:31 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:673.15 total_reward_ma:621.83 loss:0.04126 fps:1274 +frame:4.10e+06 wall_t:3218 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:0.9 +2026-01-07 11:17:39 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:664.05 total_reward_ma:622.82 loss:0.04848 fps:1274 +frame:4.11e+06 wall_t:3226 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:0.8194 +2026-01-07 11:17:46 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:662.85 total_reward_ma:623.91 loss:0.008979 fps:1274 +frame:4.12e+06 wall_t:3233 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:0.8927 +2026-01-07 11:17:54 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:671.85 total_reward_ma:625.12 loss:0.04521 fps:1274 +frame:4.13e+06 wall_t:3241 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:0.962 +2026-01-07 11:18:03 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:668.40 total_reward_ma:626.22 loss:0.03971 fps:1274 +frame:4.14e+06 wall_t:3250 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:0.7618 +2026-01-07 11:18:11 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:648.60 total_reward_ma:627.22 loss:0.01576 fps:1274 +frame:4.15e+06 wall_t:3258 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:0.8161 +2026-01-07 11:18:20 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:651.65 total_reward_ma:628.15 loss:0.02819 fps:1273 +frame:4.16e+06 wall_t:3267 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:0.7893 +2026-01-07 11:18:28 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:646.25 total_reward_ma:628.84 loss:0.0102 fps:1273 +frame:4.17e+06 wall_t:3275 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:0.8554 +2026-01-07 11:18:36 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:649.95 total_reward_ma:629.60 loss:0.05219 fps:1273 +frame:4.18e+06 wall_t:3283 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:0.919 +2026-01-07 11:18:43 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:644.40 total_reward_ma:630.30 loss:0.02711 fps:1274 +frame:4.19e+06 wall_t:3290 t:261875 epi:nan +opt_step:65440 lr:0.0001453 clip_eps:0.1 entropy:1.073 +2026-01-07 11:18:51 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:624.80 total_reward_ma:630.77 loss:0.03636 fps:1273 +frame:4.20e+06 wall_t:3298 t:262500 epi:nan +opt_step:65600 lr:0.000145 clip_eps:0.1 entropy:0.8996 +2026-01-07 11:18:59 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:615.90 total_reward_ma:631.11 loss:0.01467 fps:1273 +frame:4.21e+06 wall_t:3306 t:263125 epi:nan +opt_step:65760 lr:0.0001448 clip_eps:0.1 entropy:0.8865 +2026-01-07 11:19:06 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:613.30 total_reward_ma:631.49 loss:0.01773 fps:1273 +frame:4.22e+06 wall_t:3314 t:263750 epi:nan +opt_step:65920 lr:0.0001445 clip_eps:0.1 entropy:0.8019 +2026-01-07 11:19:14 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:619.10 total_reward_ma:631.87 loss:0.02315 fps:1274 +frame:4.23e+06 wall_t:3321 t:264375 epi:nan +opt_step:66080 lr:0.0001443 clip_eps:0.1 entropy:0.998 +2026-01-07 11:19:22 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:634.55 total_reward_ma:632.40 loss:0.0314 fps:1274 +frame:4.24e+06 wall_t:3329 t:265000 epi:nan +opt_step:66240 lr:0.000144 clip_eps:0.1 entropy:0.8897 +2026-01-07 11:19:30 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:645.15 total_reward_ma:633.00 loss:0.004095 fps:1273 +frame:4.25e+06 wall_t:3338 t:265625 epi:nan +opt_step:66400 lr:0.0001438 clip_eps:0.1 entropy:0.9578 +2026-01-07 11:19:38 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:641.90 total_reward_ma:633.64 loss:0.031 fps:1273 +frame:4.26e+06 wall_t:3346 t:266250 epi:nan +opt_step:66560 lr:0.0001435 clip_eps:0.1 entropy:1.016 +2026-01-07 11:19:46 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:637.75 total_reward_ma:634.21 loss:0.03494 fps:1273 +frame:4.27e+06 wall_t:3353 t:266875 epi:nan +opt_step:66688 lr:0.0001433 clip_eps:0.1 entropy:0.8662 +2026-01-07 11:19:55 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:628.35 total_reward_ma:634.80 loss:0.03232 fps:1273 +frame:4.28e+06 wall_t:3362 t:267500 epi:nan +opt_step:66848 lr:0.000143 clip_eps:0.1 entropy:0.9566 +2026-01-07 11:20:03 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:639.70 total_reward_ma:635.62 loss:0.02026 fps:1273 +frame:4.29e+06 wall_t:3370 t:268125 epi:nan +opt_step:67008 lr:0.0001428 clip_eps:0.1 entropy:1.036 +2026-01-07 11:20:11 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:654.25 total_reward_ma:636.50 loss:0.03423 fps:1273 +frame:4.30e+06 wall_t:3378 t:268750 epi:nan +opt_step:67168 lr:0.0001425 clip_eps:0.1 entropy:0.9993 +2026-01-07 11:20:19 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:667.30 total_reward_ma:637.42 loss:0.04775 fps:1273 +frame:4.31e+06 wall_t:3386 t:269375 epi:nan +opt_step:67328 lr:0.0001423 clip_eps:0.1 entropy:1.029 +2026-01-07 11:20:27 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:676.35 total_reward_ma:638.55 loss:0.06374 fps:1273 +frame:4.32e+06 wall_t:3394 t:270000 epi:nan +opt_step:67488 lr:0.000142 clip_eps:0.1 entropy:0.8167 +2026-01-07 11:20:35 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:683.05 total_reward_ma:639.69 loss:0.04083 fps:1273 +frame:4.33e+06 wall_t:3402 t:270625 epi:nan +opt_step:67648 lr:0.0001418 clip_eps:0.1 entropy:0.8257 +2026-01-07 11:20:43 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:681.05 total_reward_ma:640.85 loss:0.05523 fps:1273 +frame:4.34e+06 wall_t:3410 t:271250 epi:nan +opt_step:67808 lr:0.0001415 clip_eps:0.1 entropy:0.819 +2026-01-07 11:20:51 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:672.75 total_reward_ma:641.95 loss:0.03527 fps:1273 +frame:4.35e+06 wall_t:3418 t:271875 epi:nan +opt_step:67968 lr:0.0001413 clip_eps:0.1 entropy:0.8815 +2026-01-07 11:20:58 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:680.55 total_reward_ma:643.00 loss:0.07182 fps:1273 +frame:4.36e+06 wall_t:3425 t:272500 epi:nan +opt_step:68096 lr:0.000141 clip_eps:0.1 entropy:0.9207 +2026-01-07 11:21:07 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:685.85 total_reward_ma:644.03 loss:0.02669 fps:1273 +frame:4.37e+06 wall_t:3434 t:273125 epi:nan +opt_step:68256 lr:0.0001408 clip_eps:0.1 entropy:0.8743 +2026-01-07 11:21:15 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:683.75 total_reward_ma:644.92 loss:0.05371 fps:1273 +frame:4.38e+06 wall_t:3442 t:273750 epi:nan +opt_step:68416 lr:0.0001405 clip_eps:0.1 entropy:0.9449 +2026-01-07 11:21:24 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:681.00 total_reward_ma:645.78 loss:0.06409 fps:1272 +frame:4.39e+06 wall_t:3451 t:274375 epi:nan +opt_step:68576 lr:0.0001403 clip_eps:0.1 entropy:0.8187 +2026-01-07 11:21:32 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:673.35 total_reward_ma:646.56 loss:0.0704 fps:1272 +frame:4.40e+06 wall_t:3459 t:275000 epi:nan +opt_step:68736 lr:0.00014 clip_eps:0.1 entropy:1.065 +2026-01-07 11:21:40 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:649.65 total_reward_ma:647.01 loss:0.06471 fps:1272 +frame:4.41e+06 wall_t:3467 t:275625 epi:nan +opt_step:68896 lr:0.0001398 clip_eps:0.1 entropy:0.9062 +2026-01-07 11:21:47 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:648.90 total_reward_ma:647.55 loss:0.03624 fps:1272 +frame:4.42e+06 wall_t:3474 t:276250 epi:nan +opt_step:69056 lr:0.0001395 clip_eps:0.1 entropy:1.018 +2026-01-07 11:21:56 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:646.95 total_reward_ma:648.03 loss:0.05117 fps:1272 +frame:4.43e+06 wall_t:3483 t:276875 epi:nan +opt_step:69216 lr:0.0001393 clip_eps:0.1 entropy:0.9049 +2026-01-07 11:22:04 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:645.85 total_reward_ma:648.48 loss:0.01821 fps:1272 +frame:4.44e+06 wall_t:3491 t:277500 epi:nan +opt_step:69344 lr:0.000139 clip_eps:0.1 entropy:0.9799 +2026-01-07 11:22:11 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:647.25 total_reward_ma:649.09 loss:0.1076 fps:1272 +frame:4.45e+06 wall_t:3498 t:278125 epi:nan +opt_step:69504 lr:0.0001388 clip_eps:0.1 entropy:0.9538 +2026-01-07 11:22:19 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:647.45 total_reward_ma:649.66 loss:0.04595 fps:1272 +frame:4.46e+06 wall_t:3506 t:278750 epi:nan +opt_step:69664 lr:0.0001385 clip_eps:0.1 entropy:0.9351 +2026-01-07 11:22:26 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:650.00 total_reward_ma:650.19 loss:0.03598 fps:1272 +frame:4.47e+06 wall_t:3514 t:279375 epi:nan +opt_step:69824 lr:0.0001383 clip_eps:0.1 entropy:0.872 +2026-01-07 11:22:34 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:664.25 total_reward_ma:650.79 loss:0.04953 fps:1272 +frame:4.48e+06 wall_t:3521 t:280000 epi:nan +opt_step:69984 lr:0.000138 clip_eps:0.1 entropy:0.8854 +2026-01-07 11:22:43 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:653.15 total_reward_ma:651.30 loss:0.02827 fps:1272 +frame:4.49e+06 wall_t:3530 t:280625 epi:nan +opt_step:70144 lr:0.0001378 clip_eps:0.1 entropy:0.8626 +2026-01-07 11:22:51 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:672.25 total_reward_ma:651.85 loss:0.02674 fps:1272 +frame:4.50e+06 wall_t:3538 t:281250 epi:nan +opt_step:70304 lr:0.0001375 clip_eps:0.1 entropy:0.8458 +2026-01-07 11:22:59 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:695.25 total_reward_ma:652.60 loss:0.06068 fps:1272 +frame:4.51e+06 wall_t:3546 t:281875 epi:nan +opt_step:70464 lr:0.0001373 clip_eps:0.1 entropy:0.9019 +2026-01-07 11:23:06 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:708.25 total_reward_ma:653.43 loss:0.03726 fps:1272 +frame:4.52e+06 wall_t:3553 t:282500 epi:nan +opt_step:70624 lr:0.000137 clip_eps:0.1 entropy:0.8659 +2026-01-07 11:23:14 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:714.40 total_reward_ma:654.34 loss:0.0497 fps:1272 +frame:4.53e+06 wall_t:3561 t:283125 epi:nan +opt_step:70752 lr:0.0001368 clip_eps:0.1 entropy:0.8948 +2026-01-07 11:23:22 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:711.15 total_reward_ma:655.19 loss:0.05767 fps:1272 +frame:4.54e+06 wall_t:3569 t:283750 epi:nan +opt_step:70912 lr:0.0001365 clip_eps:0.1 entropy:0.9218 +2026-01-07 11:23:30 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:726.55 total_reward_ma:656.11 loss:0.02948 fps:1272 +frame:4.55e+06 wall_t:3578 t:284375 epi:nan +opt_step:71072 lr:0.0001363 clip_eps:0.1 entropy:0.9097 +2026-01-07 11:23:39 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:725.55 total_reward_ma:656.98 loss:0.04184 fps:1272 +frame:4.56e+06 wall_t:3586 t:285000 epi:nan +opt_step:71232 lr:0.000136 clip_eps:0.1 entropy:0.9609 +2026-01-07 11:23:47 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:710.45 total_reward_ma:657.72 loss:0.07051 fps:1272 +frame:4.57e+06 wall_t:3594 t:285625 epi:nan +opt_step:71392 lr:0.0001358 clip_eps:0.1 entropy:0.9314 +2026-01-07 11:23:55 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:706.05 total_reward_ma:658.42 loss:0.004898 fps:1272 +frame:4.58e+06 wall_t:3602 t:286250 epi:nan +opt_step:71552 lr:0.0001355 clip_eps:0.1 entropy:0.903 +2026-01-07 11:24:02 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:716.25 total_reward_ma:659.21 loss:0.03825 fps:1271 +frame:4.59e+06 wall_t:3610 t:286875 epi:nan +opt_step:71712 lr:0.0001353 clip_eps:0.1 entropy:0.9111 +2026-01-07 11:24:10 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:724.45 total_reward_ma:660.12 loss:0.04621 fps:1272 +frame:4.60e+06 wall_t:3617 t:287500 epi:nan +opt_step:71872 lr:0.000135 clip_eps:0.1 entropy:1.076 +2026-01-07 11:24:17 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:717.55 total_reward_ma:660.97 loss:0.04087 fps:1272 +frame:4.61e+06 wall_t:3624 t:288125 epi:nan +opt_step:72000 lr:0.0001348 clip_eps:0.1 entropy:1.002 +2026-01-07 11:24:25 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:711.75 total_reward_ma:661.70 loss:0.09695 fps:1272 +frame:4.62e+06 wall_t:3632 t:288750 epi:nan +opt_step:72160 lr:0.0001345 clip_eps:0.1 entropy:0.871 +2026-01-07 11:24:33 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:700.85 total_reward_ma:662.28 loss:0.04673 fps:1272 +frame:4.63e+06 wall_t:3640 t:289375 epi:nan +opt_step:72320 lr:0.0001343 clip_eps:0.1 entropy:0.8229 +2026-01-07 11:24:41 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:695.70 total_reward_ma:662.78 loss:0.05561 fps:1272 +frame:4.64e+06 wall_t:3648 t:290000 epi:nan +opt_step:72480 lr:0.000134 clip_eps:0.1 entropy:0.8998 +2026-01-07 11:24:48 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:696.15 total_reward_ma:663.47 loss:0.03931 fps:1272 +frame:4.65e+06 wall_t:3656 t:290625 epi:nan +opt_step:72640 lr:0.0001338 clip_eps:0.1 entropy:0.9133 +2026-01-07 11:24:57 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:692.55 total_reward_ma:664.20 loss:0.06179 fps:1272 +frame:4.66e+06 wall_t:3664 t:291250 epi:nan +opt_step:72800 lr:0.0001335 clip_eps:0.1 entropy:0.935 +2026-01-07 11:25:05 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:680.65 total_reward_ma:664.91 loss:0.03363 fps:1272 +frame:4.67e+06 wall_t:3672 t:291875 epi:nan +opt_step:72960 lr:0.0001333 clip_eps:0.1 entropy:0.7606 +2026-01-07 11:25:12 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:683.80 total_reward_ma:665.63 loss:0.05577 fps:1272 +frame:4.68e+06 wall_t:3679 t:292500 epi:nan +opt_step:73120 lr:0.000133 clip_eps:0.1 entropy:0.7817 +2026-01-07 11:25:20 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:677.75 total_reward_ma:666.17 loss:0.02766 fps:1272 +frame:4.69e+06 wall_t:3687 t:293125 epi:nan +opt_step:73280 lr:0.0001328 clip_eps:0.1 entropy:0.8933 +2026-01-07 11:25:27 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:649.90 total_reward_ma:666.51 loss:0.04088 fps:1272 +frame:4.70e+06 wall_t:3695 t:293750 epi:nan +opt_step:73408 lr:0.0001325 clip_eps:0.1 entropy:0.9208 +2026-01-07 11:25:35 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:642.85 total_reward_ma:666.80 loss:0.04 fps:1272 +frame:4.71e+06 wall_t:3702 t:294375 epi:nan +opt_step:73568 lr:0.0001323 clip_eps:0.1 entropy:0.7598 +2026-01-07 11:25:43 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:642.70 total_reward_ma:667.06 loss:0.01822 fps:1272 +frame:4.72e+06 wall_t:3711 t:295000 epi:nan +opt_step:73728 lr:0.000132 clip_eps:0.1 entropy:0.9544 +2026-01-07 11:25:51 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:641.05 total_reward_ma:667.15 loss:0.06818 fps:1272 +frame:4.73e+06 wall_t:3718 t:295625 epi:nan +opt_step:73888 lr:0.0001318 clip_eps:0.1 entropy:0.9298 +2026-01-07 11:25:59 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:642.70 total_reward_ma:667.26 loss:0.06624 fps:1272 +frame:4.74e+06 wall_t:3726 t:296250 epi:nan +opt_step:74048 lr:0.0001315 clip_eps:0.1 entropy:0.8147 +2026-01-07 11:26:06 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:642.80 total_reward_ma:667.16 loss:0.03071 fps:1272 +frame:4.75e+06 wall_t:3734 t:296875 epi:nan +opt_step:74208 lr:0.0001313 clip_eps:0.1 entropy:0.9195 +2026-01-07 11:26:15 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:649.00 total_reward_ma:667.00 loss:0.04557 fps:1272 +frame:4.76e+06 wall_t:3742 t:297500 epi:nan +opt_step:74368 lr:0.000131 clip_eps:0.1 entropy:1.028 +2026-01-07 11:26:23 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:652.10 total_reward_ma:666.75 loss:0.04254 fps:1272 +frame:4.77e+06 wall_t:3750 t:298125 epi:nan +opt_step:74528 lr:0.0001308 clip_eps:0.1 entropy:0.9036 +2026-01-07 11:26:30 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:639.60 total_reward_ma:666.38 loss:0.03244 fps:1272 +frame:4.78e+06 wall_t:3757 t:298750 epi:nan +opt_step:74656 lr:0.0001306 clip_eps:0.1 entropy:0.9185 +2026-01-07 11:26:38 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:646.05 total_reward_ma:666.26 loss:0.0264 fps:1272 +frame:4.79e+06 wall_t:3765 t:299375 epi:nan +opt_step:74816 lr:0.0001303 clip_eps:0.1 entropy:0.9073 +2026-01-07 11:26:46 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:649.70 total_reward_ma:666.10 loss:0.02737 fps:1272 +frame:4.80e+06 wall_t:3773 t:300000 epi:nan +opt_step:74976 lr:0.00013 clip_eps:0.1 entropy:0.8968 +2026-01-07 11:26:53 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:656.50 total_reward_ma:665.83 loss:0.03946 fps:1272 +frame:4.81e+06 wall_t:3781 t:300625 epi:nan +opt_step:75136 lr:0.0001298 clip_eps:0.1 entropy:0.8862 +2026-01-07 11:27:01 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:662.25 total_reward_ma:665.64 loss:0.07776 fps:1272 +frame:4.82e+06 wall_t:3789 t:301250 epi:nan +opt_step:75296 lr:0.0001295 clip_eps:0.1 entropy:0.9311 +2026-01-07 11:27:09 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:675.35 total_reward_ma:665.72 loss:0.06734 fps:1272 +frame:4.83e+06 wall_t:3796 t:301875 epi:nan +opt_step:75456 lr:0.0001293 clip_eps:0.1 entropy:0.9106 +2026-01-07 11:27:17 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:668.75 total_reward_ma:665.88 loss:0.03769 fps:1272 +frame:4.84e+06 wall_t:3804 t:302500 epi:nan +opt_step:75616 lr:0.000129 clip_eps:0.1 entropy:0.8225 +2026-01-07 11:27:26 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:677.15 total_reward_ma:666.10 loss:0.04057 fps:1272 +frame:4.85e+06 wall_t:3813 t:303125 epi:nan +opt_step:75776 lr:0.0001288 clip_eps:0.1 entropy:0.8354 +2026-01-07 11:27:34 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:684.10 total_reward_ma:666.36 loss:0.04724 fps:1272 +frame:4.86e+06 wall_t:3821 t:303750 epi:nan +opt_step:75936 lr:0.0001285 clip_eps:0.1 entropy:0.829 +2026-01-07 11:27:41 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:688.55 total_reward_ma:666.57 loss:0.08863 fps:1272 +frame:4.87e+06 wall_t:3828 t:304375 epi:nan +opt_step:76064 lr:0.0001283 clip_eps:0.1 entropy:0.874 +2026-01-07 11:27:50 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:707.45 total_reward_ma:667.01 loss:0.05536 fps:1272 +frame:4.88e+06 wall_t:3837 t:305000 epi:nan +opt_step:76224 lr:0.000128 clip_eps:0.1 entropy:0.9569 +2026-01-07 11:27:58 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:716.50 total_reward_ma:667.51 loss:0.04546 fps:1272 +frame:4.89e+06 wall_t:3845 t:305625 epi:nan +opt_step:76384 lr:0.0001278 clip_eps:0.1 entropy:0.8817 +2026-01-07 11:28:06 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:732.60 total_reward_ma:668.13 loss:0.07986 fps:1272 +frame:4.90e+06 wall_t:3853 t:306250 epi:nan +opt_step:76544 lr:0.0001275 clip_eps:0.1 entropy:0.8422 +2026-01-07 11:28:14 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:742.60 total_reward_ma:668.81 loss:0.0335 fps:1272 +frame:4.91e+06 wall_t:3861 t:306875 epi:nan +opt_step:76704 lr:0.0001273 clip_eps:0.1 entropy:0.8772 +2026-01-07 11:28:22 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:745.30 total_reward_ma:669.57 loss:0.02573 fps:1272 +frame:4.92e+06 wall_t:3869 t:307500 epi:nan +opt_step:76864 lr:0.000127 clip_eps:0.1 entropy:0.8217 +2026-01-07 11:28:29 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:748.30 total_reward_ma:670.34 loss:0.05654 fps:1272 +frame:4.93e+06 wall_t:3876 t:308125 epi:nan +opt_step:77024 lr:0.0001268 clip_eps:0.1 entropy:0.7727 +2026-01-07 11:28:37 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:734.25 total_reward_ma:670.90 loss:0.05427 fps:1272 +frame:4.94e+06 wall_t:3884 t:308750 epi:nan +opt_step:77184 lr:0.0001265 clip_eps:0.1 entropy:0.7983 +2026-01-07 11:28:44 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:742.60 total_reward_ma:671.40 loss:0.004512 fps:1272 +frame:4.95e+06 wall_t:3892 t:309375 epi:nan +opt_step:77312 lr:0.0001263 clip_eps:0.1 entropy:0.9276 +2026-01-07 11:28:52 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:742.80 total_reward_ma:672.01 loss:0.06856 fps:1272 +frame:4.96e+06 wall_t:3899 t:310000 epi:nan +opt_step:77472 lr:0.000126 clip_eps:0.1 entropy:0.7941 +2026-01-07 11:29:00 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:737.60 total_reward_ma:672.81 loss:0.0191 fps:1272 +frame:4.97e+06 wall_t:3907 t:310625 epi:nan +opt_step:77632 lr:0.0001258 clip_eps:0.1 entropy:0.8596 +2026-01-07 11:29:08 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:740.25 total_reward_ma:673.60 loss:0.0539 fps:1272 +frame:4.98e+06 wall_t:3915 t:311250 epi:nan +opt_step:77792 lr:0.0001255 clip_eps:0.1 entropy:0.7427 +2026-01-07 11:29:15 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:736.50 total_reward_ma:674.35 loss:0.03027 fps:1272 +frame:4.99e+06 wall_t:3923 t:311875 epi:nan +opt_step:77952 lr:0.0001253 clip_eps:0.1 entropy:0.8693 +2026-01-07 11:29:23 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:733.10 total_reward_ma:675.13 loss:0.03963 fps:1272 +frame:5.00e+06 wall_t:3931 t:312500 epi:nan +opt_step:78112 lr:0.000125 clip_eps:0.1 entropy:0.7259 +2026-01-07 11:29:31 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:733.85 total_reward_ma:675.97 loss:0.04551 fps:1272 +frame:5.01e+06 wall_t:3938 t:313125 epi:nan +opt_step:78272 lr:0.0001248 clip_eps:0.1 entropy:0.7449 +2026-01-07 11:29:40 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:726.70 total_reward_ma:676.65 loss:0.03725 fps:1272 +frame:5.02e+06 wall_t:3947 t:313750 epi:nan +opt_step:78432 lr:0.0001245 clip_eps:0.1 entropy:0.8668 +2026-01-07 11:29:48 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:726.75 total_reward_ma:677.28 loss:0.005004 fps:1272 +frame:5.03e+06 wall_t:3955 t:314375 epi:nan +opt_step:78592 lr:0.0001243 clip_eps:0.1 entropy:0.8751 +2026-01-07 11:29:55 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:726.35 total_reward_ma:677.98 loss:0.04995 fps:1272 +frame:5.04e+06 wall_t:3962 t:315000 epi:nan +opt_step:78720 lr:0.000124 clip_eps:0.1 entropy:0.8962 +2026-01-07 11:30:04 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:740.50 total_reward_ma:678.91 loss:0.06289 fps:1272 +frame:5.05e+06 wall_t:3971 t:315625 epi:nan +opt_step:78880 lr:0.0001238 clip_eps:0.1 entropy:0.9023 +2026-01-07 11:30:12 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:725.35 total_reward_ma:679.69 loss:0.04283 fps:1272 +frame:5.06e+06 wall_t:3979 t:316250 epi:nan +opt_step:79040 lr:0.0001235 clip_eps:0.1 entropy:0.9675 +2026-01-07 11:30:19 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:729.05 total_reward_ma:680.47 loss:0.04074 fps:1272 +frame:5.07e+06 wall_t:3986 t:316875 epi:nan +opt_step:79200 lr:0.0001233 clip_eps:0.1 entropy:0.8547 +2026-01-07 11:30:27 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:735.75 total_reward_ma:681.24 loss:0.05597 fps:1272 +frame:5.08e+06 wall_t:3994 t:317500 epi:nan +opt_step:79360 lr:0.000123 clip_eps:0.1 entropy:0.9698 +2026-01-07 11:30:35 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:719.45 total_reward_ma:681.76 loss:0.04942 fps:1272 +frame:5.09e+06 wall_t:4002 t:318125 epi:nan +opt_step:79520 lr:0.0001228 clip_eps:0.1 entropy:0.7885 +2026-01-07 11:30:43 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:725.30 total_reward_ma:682.29 loss:0.02392 fps:1272 +frame:5.10e+06 wall_t:4010 t:318750 epi:nan +opt_step:79680 lr:0.0001225 clip_eps:0.1 entropy:0.8899 +2026-01-07 11:30:51 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:744.20 total_reward_ma:683.09 loss:0.05583 fps:1272 +frame:5.11e+06 wall_t:4018 t:319375 epi:nan +opt_step:79840 lr:0.0001223 clip_eps:0.1 entropy:0.8545 +2026-01-07 11:30:58 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:732.80 total_reward_ma:683.79 loss:0.01111 fps:1272 +frame:5.12e+06 wall_t:4025 t:320000 epi:nan +opt_step:80000 lr:0.000122 clip_eps:0.1 entropy:0.9354 +2026-01-07 11:31:05 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:717.20 total_reward_ma:684.24 loss:0.02995 fps:1272 +frame:5.13e+06 wall_t:4032 t:320625 epi:nan +opt_step:80128 lr:0.0001218 clip_eps:0.1 entropy:0.9244 +2026-01-07 11:31:13 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:723.40 total_reward_ma:684.79 loss:0.00781 fps:1272 +frame:5.14e+06 wall_t:4040 t:321250 epi:nan +opt_step:80288 lr:0.0001215 clip_eps:0.1 entropy:0.7943 +2026-01-07 11:31:21 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:722.60 total_reward_ma:685.53 loss:0.05386 fps:1272 +frame:5.15e+06 wall_t:4048 t:321875 epi:nan +opt_step:80448 lr:0.0001213 clip_eps:0.1 entropy:0.7912 +2026-01-07 11:31:29 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:727.35 total_reward_ma:686.29 loss:0.04717 fps:1272 +frame:5.16e+06 wall_t:4056 t:322500 epi:nan +opt_step:80608 lr:0.000121 clip_eps:0.1 entropy:0.9078 +2026-01-07 11:31:36 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:743.95 total_reward_ma:687.26 loss:0.05184 fps:1272 +frame:5.17e+06 wall_t:4064 t:323125 epi:nan +opt_step:80768 lr:0.0001208 clip_eps:0.1 entropy:0.8208 +2026-01-07 11:31:44 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:738.50 total_reward_ma:688.15 loss:0.03971 fps:1272 +frame:5.18e+06 wall_t:4071 t:323750 epi:nan +opt_step:80928 lr:0.0001205 clip_eps:0.1 entropy:0.8296 +2026-01-07 11:31:51 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:729.85 total_reward_ma:689.00 loss:0.09247 fps:1272 +frame:5.19e+06 wall_t:4079 t:324375 epi:nan +opt_step:81088 lr:0.0001203 clip_eps:0.1 entropy:0.8651 +2026-01-07 11:31:59 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:733.50 total_reward_ma:690.09 loss:0.0455 fps:1273 +frame:5.20e+06 wall_t:4086 t:325000 epi:nan +opt_step:81248 lr:0.00012 clip_eps:0.1 entropy:0.9416 +2026-01-07 11:32:06 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:729.65 total_reward_ma:691.23 loss:0.05705 fps:1273 +frame:5.21e+06 wall_t:4093 t:325625 epi:nan +opt_step:81376 lr:0.0001198 clip_eps:0.1 entropy:0.8045 +2026-01-07 11:32:14 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:736.20 total_reward_ma:692.46 loss:0.05951 fps:1273 +frame:5.22e+06 wall_t:4101 t:326250 epi:nan +opt_step:81536 lr:0.0001195 clip_eps:0.1 entropy:0.7854 +2026-01-07 11:32:23 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:747.20 total_reward_ma:693.74 loss:0.03818 fps:1273 +frame:5.23e+06 wall_t:4110 t:326875 epi:nan +opt_step:81696 lr:0.0001193 clip_eps:0.1 entropy:0.9189 +2026-01-07 11:32:31 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:751.65 total_reward_ma:694.91 loss:0.03872 fps:1272 +frame:5.24e+06 wall_t:4118 t:327500 epi:nan +opt_step:81856 lr:0.000119 clip_eps:0.1 entropy:0.8958 +2026-01-07 11:32:39 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:759.40 total_reward_ma:696.05 loss:0.05293 fps:1272 +frame:5.25e+06 wall_t:4126 t:328125 epi:nan +opt_step:82016 lr:0.0001188 clip_eps:0.1 entropy:0.7686 +2026-01-07 11:32:47 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:779.65 total_reward_ma:697.43 loss:0.03784 fps:1272 +frame:5.26e+06 wall_t:4134 t:328750 epi:nan +opt_step:82176 lr:0.0001185 clip_eps:0.1 entropy:0.7838 +2026-01-07 11:32:55 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:776.80 total_reward_ma:698.82 loss:0.01534 fps:1272 +frame:5.27e+06 wall_t:4142 t:329375 epi:nan +opt_step:82336 lr:0.0001183 clip_eps:0.1 entropy:0.7671 +2026-01-07 11:33:04 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:771.10 total_reward_ma:700.25 loss:0.05964 fps:1272 +frame:5.28e+06 wall_t:4151 t:330000 epi:nan +opt_step:82496 lr:0.000118 clip_eps:0.1 entropy:0.8919 +2026-01-07 11:33:12 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:790.85 total_reward_ma:701.76 loss:0.07463 fps:1272 +frame:5.29e+06 wall_t:4159 t:330625 epi:nan +opt_step:82656 lr:0.0001178 clip_eps:0.1 entropy:0.8273 +2026-01-07 11:33:19 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:787.00 total_reward_ma:703.09 loss:0.0794 fps:1272 +frame:5.30e+06 wall_t:4166 t:331250 epi:nan +opt_step:82784 lr:0.0001175 clip_eps:0.1 entropy:0.8899 +2026-01-07 11:33:27 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:799.65 total_reward_ma:704.41 loss:0.03823 fps:1272 +frame:5.31e+06 wall_t:4174 t:331875 epi:nan +opt_step:82944 lr:0.0001173 clip_eps:0.1 entropy:0.8279 +2026-01-07 11:33:35 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:798.55 total_reward_ma:705.63 loss:0.03536 fps:1272 +frame:5.32e+06 wall_t:4182 t:332500 epi:nan +opt_step:83104 lr:0.000117 clip_eps:0.1 entropy:0.857 +2026-01-07 11:33:43 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:806.65 total_reward_ma:706.87 loss:0.02152 fps:1272 +frame:5.33e+06 wall_t:4191 t:333125 epi:nan +opt_step:83264 lr:0.0001168 clip_eps:0.1 entropy:0.7261 +2026-01-07 11:33:51 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:799.40 total_reward_ma:708.05 loss:0.01916 fps:1272 +frame:5.34e+06 wall_t:4198 t:333750 epi:nan +opt_step:83424 lr:0.0001165 clip_eps:0.1 entropy:0.7967 +2026-01-07 11:33:58 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:802.35 total_reward_ma:709.35 loss:0.03754 fps:1272 +frame:5.35e+06 wall_t:4206 t:334375 epi:nan +opt_step:83584 lr:0.0001163 clip_eps:0.1 entropy:0.8209 +2026-01-07 11:34:06 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:799.90 total_reward_ma:710.54 loss:0.03336 fps:1272 +frame:5.36e+06 wall_t:4213 t:335000 epi:nan +opt_step:83744 lr:0.000116 clip_eps:0.1 entropy:0.7513 +2026-01-07 11:34:15 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:789.10 total_reward_ma:711.57 loss:0.03695 fps:1272 +frame:5.37e+06 wall_t:4222 t:335625 epi:nan +opt_step:83904 lr:0.0001158 clip_eps:0.1 entropy:0.7703 +2026-01-07 11:34:22 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:797.25 total_reward_ma:712.71 loss:0.08437 fps:1272 +frame:5.38e+06 wall_t:4229 t:336250 epi:nan +opt_step:84032 lr:0.0001155 clip_eps:0.1 entropy:0.796 +2026-01-07 11:34:30 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:815.85 total_reward_ma:714.06 loss:0.09645 fps:1272 +frame:5.39e+06 wall_t:4237 t:336875 epi:nan +opt_step:84192 lr:0.0001153 clip_eps:0.1 entropy:0.8603 +2026-01-07 11:34:37 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:814.75 total_reward_ma:715.47 loss:0.04122 fps:1272 +frame:5.40e+06 wall_t:4245 t:337500 epi:nan +opt_step:84352 lr:0.000115 clip_eps:0.1 entropy:0.7883 +2026-01-07 11:34:46 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:816.75 total_reward_ma:717.14 loss:0.02024 fps:1272 +frame:5.41e+06 wall_t:4253 t:338125 epi:nan +opt_step:84512 lr:0.0001148 clip_eps:0.1 entropy:0.8392 +2026-01-07 11:34:55 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:834.90 total_reward_ma:719.00 loss:0.03798 fps:1272 +frame:5.42e+06 wall_t:4262 t:338750 epi:nan +opt_step:84672 lr:0.0001145 clip_eps:0.1 entropy:0.881 +2026-01-07 11:35:03 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:838.20 total_reward_ma:720.91 loss:0.02822 fps:1272 +frame:5.43e+06 wall_t:4270 t:339375 epi:nan +opt_step:84832 lr:0.0001143 clip_eps:0.1 entropy:0.8189 +2026-01-07 11:35:10 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:847.95 total_reward_ma:722.94 loss:0.03194 fps:1272 +frame:5.44e+06 wall_t:4278 t:340000 epi:nan +opt_step:84992 lr:0.000114 clip_eps:0.1 entropy:0.8167 +2026-01-07 11:35:18 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:853.45 total_reward_ma:725.00 loss:0.05603 fps:1272 +frame:5.45e+06 wall_t:4286 t:340625 epi:nan +opt_step:85152 lr:0.0001138 clip_eps:0.1 entropy:0.8466 +2026-01-07 11:35:26 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:870.55 total_reward_ma:727.23 loss:0.03894 fps:1272 +frame:5.46e+06 wall_t:4293 t:341250 epi:nan +opt_step:85312 lr:0.0001135 clip_eps:0.1 entropy:0.9331 +2026-01-07 11:35:34 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:875.05 total_reward_ma:729.48 loss:0.04148 fps:1272 +frame:5.47e+06 wall_t:4301 t:341875 epi:nan +opt_step:85440 lr:0.0001133 clip_eps:0.1 entropy:0.8047 +2026-01-07 11:35:42 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:876.30 total_reward_ma:731.60 loss:0.04107 fps:1272 +frame:5.48e+06 wall_t:4309 t:342500 epi:nan +opt_step:85600 lr:0.000113 clip_eps:0.1 entropy:0.8996 +2026-01-07 11:35:50 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:882.30 total_reward_ma:733.89 loss:0.04057 fps:1272 +frame:5.49e+06 wall_t:4317 t:343125 epi:nan +opt_step:85760 lr:0.0001128 clip_eps:0.1 entropy:0.7803 +2026-01-07 11:35:58 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:888.60 total_reward_ma:736.05 loss:0.0574 fps:1272 +frame:5.50e+06 wall_t:4325 t:343750 epi:nan +opt_step:85920 lr:0.0001125 clip_eps:0.1 entropy:0.8106 +2026-01-07 11:36:06 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:876.00 total_reward_ma:737.86 loss:0.07849 fps:1272 +frame:5.51e+06 wall_t:4333 t:344375 epi:nan +opt_step:86080 lr:0.0001123 clip_eps:0.1 entropy:0.9099 +2026-01-07 11:36:14 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:877.55 total_reward_ma:739.55 loss:0.04357 fps:1272 +frame:5.52e+06 wall_t:4341 t:345000 epi:nan +opt_step:86240 lr:0.000112 clip_eps:0.1 entropy:0.8173 +2026-01-07 11:36:22 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:877.80 total_reward_ma:741.19 loss:0.03961 fps:1272 +frame:5.53e+06 wall_t:4349 t:345625 epi:nan +opt_step:86400 lr:0.0001118 clip_eps:0.1 entropy:0.7514 +2026-01-07 11:36:30 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:887.55 total_reward_ma:742.95 loss:0.07126 fps:1272 +frame:5.54e+06 wall_t:4357 t:346250 epi:nan +opt_step:86560 lr:0.0001115 clip_eps:0.1 entropy:0.8257 +2026-01-07 11:36:37 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:882.80 total_reward_ma:744.52 loss:0.04259 fps:1272 +frame:5.55e+06 wall_t:4364 t:346875 epi:nan +opt_step:86688 lr:0.0001113 clip_eps:0.1 entropy:0.8833 +2026-01-07 11:36:45 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:878.85 total_reward_ma:746.05 loss:0.04719 fps:1272 +frame:5.56e+06 wall_t:4372 t:347500 epi:nan +opt_step:86848 lr:0.000111 clip_eps:0.1 entropy:0.8469 +2026-01-07 11:36:51 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:875.40 total_reward_ma:747.70 loss:0.03624 fps:1272 +frame:5.57e+06 wall_t:4378 t:348125 epi:nan +opt_step:87008 lr:0.0001108 clip_eps:0.1 entropy:0.7847 +2026-01-07 11:36:58 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:866.70 total_reward_ma:749.30 loss:0.06916 fps:1273 +frame:5.58e+06 wall_t:4385 t:348750 epi:nan +opt_step:87168 lr:0.0001105 clip_eps:0.1 entropy:0.874 +2026-01-07 11:37:04 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:870.30 total_reward_ma:750.84 loss:0.01909 fps:1273 +frame:5.59e+06 wall_t:4392 t:349375 epi:nan +opt_step:87328 lr:0.0001103 clip_eps:0.1 entropy:0.7681 +2026-01-07 11:37:13 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:879.30 total_reward_ma:752.39 loss:0.03489 fps:1273 +frame:5.60e+06 wall_t:4400 t:350000 epi:nan +opt_step:87488 lr:0.00011 clip_eps:0.1 entropy:0.722 +2026-01-07 11:37:20 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:872.60 total_reward_ma:753.94 loss:0.07529 fps:1273 +frame:5.61e+06 wall_t:4407 t:350625 epi:nan +opt_step:87648 lr:0.0001098 clip_eps:0.1 entropy:0.8299 +2026-01-07 11:37:29 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:883.00 total_reward_ma:755.66 loss:0.03464 fps:1273 +frame:5.62e+06 wall_t:4416 t:351250 epi:nan +opt_step:87808 lr:0.0001095 clip_eps:0.1 entropy:0.7681 +2026-01-07 11:37:37 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:875.30 total_reward_ma:757.40 loss:0.05071 fps:1273 +frame:5.63e+06 wall_t:4424 t:351875 epi:nan +opt_step:87968 lr:0.0001093 clip_eps:0.1 entropy:0.7017 +2026-01-07 11:37:45 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:875.35 total_reward_ma:759.20 loss:0.0561 fps:1273 +frame:5.64e+06 wall_t:4432 t:352500 epi:nan +opt_step:88096 lr:0.000109 clip_eps:0.1 entropy:0.8191 +2026-01-07 11:37:52 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:872.55 total_reward_ma:760.96 loss:0.05798 fps:1273 +frame:5.65e+06 wall_t:4439 t:353125 epi:nan +opt_step:88256 lr:0.0001088 clip_eps:0.1 entropy:0.8105 +2026-01-07 11:38:00 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:849.20 total_reward_ma:762.53 loss:0.05121 fps:1273 +frame:5.66e+06 wall_t:4447 t:353750 epi:nan +opt_step:88416 lr:0.0001085 clip_eps:0.1 entropy:0.7948 +2026-01-07 11:38:07 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:856.10 total_reward_ma:764.28 loss:0.0333 fps:1273 +frame:5.67e+06 wall_t:4454 t:354375 epi:nan +opt_step:88576 lr:0.0001083 clip_eps:0.1 entropy:0.9088 +2026-01-07 11:38:15 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:867.35 total_reward_ma:766.12 loss:0.125 fps:1273 +frame:5.68e+06 wall_t:4462 t:355000 epi:nan +opt_step:88736 lr:0.000108 clip_eps:0.1 entropy:0.8682 +2026-01-07 11:38:21 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:871.20 total_reward_ma:768.05 loss:0.03326 fps:1274 +frame:5.69e+06 wall_t:4468 t:355625 epi:nan +opt_step:88896 lr:0.0001078 clip_eps:0.1 entropy:0.8121 +2026-01-07 11:38:28 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:846.30 total_reward_ma:770.02 loss:0.04941 fps:1274 +frame:5.70e+06 wall_t:4475 t:356250 epi:nan +opt_step:89056 lr:0.0001075 clip_eps:0.1 entropy:0.7969 +2026-01-07 11:38:34 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:837.05 total_reward_ma:771.96 loss:0.07089 fps:1274 +frame:5.71e+06 wall_t:4481 t:356875 epi:nan +opt_step:89216 lr:0.0001073 clip_eps:0.1 entropy:0.814 +2026-01-07 11:38:41 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:856.00 total_reward_ma:774.09 loss:0.04253 fps:1275 +frame:5.72e+06 wall_t:4488 t:357500 epi:nan +opt_step:89344 lr:0.000107 clip_eps:0.1 entropy:0.9188 +2026-01-07 11:38:49 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:839.70 total_reward_ma:776.08 loss:0.04258 fps:1274 +frame:5.73e+06 wall_t:4496 t:358125 epi:nan +opt_step:89504 lr:0.0001068 clip_eps:0.1 entropy:0.9089 +2026-01-07 11:38:56 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:842.75 total_reward_ma:778.08 loss:0.02583 fps:1275 +frame:5.74e+06 wall_t:4503 t:358750 epi:nan +opt_step:89664 lr:0.0001065 clip_eps:0.1 entropy:0.918 +2026-01-07 11:39:05 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:868.50 total_reward_ma:780.34 loss:0.02153 fps:1274 +frame:5.75e+06 wall_t:4512 t:359375 epi:nan +opt_step:89824 lr:0.0001063 clip_eps:0.1 entropy:0.7139 +2026-01-07 11:39:14 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:891.00 total_reward_ma:782.76 loss:0.06568 fps:1274 +frame:5.76e+06 wall_t:4521 t:360000 epi:nan +opt_step:89984 lr:0.000106 clip_eps:0.1 entropy:0.7626 +2026-01-07 11:39:22 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:898.00 total_reward_ma:785.21 loss:0.05873 fps:1274 +frame:5.77e+06 wall_t:4529 t:360625 epi:nan +opt_step:90144 lr:0.0001058 clip_eps:0.1 entropy:0.7991 +2026-01-07 11:39:31 | INFO | PID:1616 | slm_lab.agent:log_summary | Trial 0 session 0 ppo_atari_spaceinvaders_t0_s0 [train] +total_reward:905.65 total_reward_ma:787.87 loss:0.0459 fps:1273 +frame:5.78e+06 wall_t:4539 t:361250 epi:nan +opt_step:90304 lr:0.0001055 clip_eps:0.1 entropy:0.7939 diff --git a/data/ppo_atari_spaceinvaders_2026_01_07_102346/log/ppo_atari_spaceinvaders_t0_s1.log b/data/ppo_atari_spaceinvaders_2026_01_07_102346/log/ppo_atari_spaceinvaders_t0_s1.log new file mode 100644 index 0000000000000000000000000000000000000000..96428436602b1a8c37cfc32f2bf705d72dbd64f2 --- /dev/null +++ b/data/ppo_atari_spaceinvaders_2026_01_07_102346/log/ppo_atari_spaceinvaders_t0_s1.log @@ -0,0 +1,4002 @@ +2026-01-07 10:23:50 | INFO | PID:1617 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-07 10:24:17 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:113.21 total_reward_ma:113.21 loss:0.008913 fps:416.7 +frame:1.00e+04 wall_t:24 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:1.784 +2026-01-07 10:24:24 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:121.13 total_reward_ma:117.17 loss:0.03177 fps:645.2 +frame:2.00e+04 wall_t:31 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:1.766 +2026-01-07 10:24:31 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:137.12 total_reward_ma:123.82 loss:0.01412 fps:789.5 +frame:3.00e+04 wall_t:38 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:1.753 +2026-01-07 10:24:40 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:140.48 total_reward_ma:127.98 loss:0.004723 fps:851.1 +frame:4.00e+04 wall_t:47 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:1.743 +2026-01-07 10:24:49 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:150.54 total_reward_ma:132.50 loss:0.02555 fps:892.9 +frame:5.00e+04 wall_t:56 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:1.718 +2026-01-07 10:24:57 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:164.20 total_reward_ma:137.78 loss:0.02284 fps:937.5 +frame:6.00e+04 wall_t:64 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:1.719 +2026-01-07 10:25:05 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:183.95 total_reward_ma:144.38 loss:0.02928 fps:972.2 +frame:7.00e+04 wall_t:72 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:1.669 +2026-01-07 10:25:13 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:194.20 total_reward_ma:150.60 loss:0.02415 fps:987.7 +frame:8.00e+04 wall_t:81 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:1.669 +2026-01-07 10:25:21 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:197.75 total_reward_ma:155.84 loss:0.02653 fps:1023 +frame:9.00e+04 wall_t:88 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:1.629 +2026-01-07 10:25:28 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:207.20 total_reward_ma:160.98 loss:0.03627 fps:1053 +frame:1.00e+05 wall_t:95 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:1.647 +2026-01-07 10:25:36 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:213.90 total_reward_ma:165.79 loss:0.02679 fps:1068 +frame:1.10e+05 wall_t:103 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:1.627 +2026-01-07 10:25:44 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:224.90 total_reward_ma:170.72 loss:0.05361 fps:1081 +frame:1.20e+05 wall_t:111 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:1.612 +2026-01-07 10:25:52 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:213.45 total_reward_ma:174.00 loss:0.009922 fps:1092 +frame:1.30e+05 wall_t:119 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:1.629 +2026-01-07 10:26:00 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:217.35 total_reward_ma:177.10 loss:0.05111 fps:1102 +frame:1.40e+05 wall_t:127 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:1.618 +2026-01-07 10:26:07 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:206.10 total_reward_ma:179.03 loss:0.03665 fps:1119 +frame:1.50e+05 wall_t:134 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:1.599 +2026-01-07 10:26:15 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:208.20 total_reward_ma:180.86 loss:0.04747 fps:1127 +frame:1.60e+05 wall_t:142 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:1.587 +2026-01-07 10:26:22 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:202.70 total_reward_ma:182.14 loss:0.04847 fps:1141 +frame:1.70e+05 wall_t:149 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:1.605 +2026-01-07 10:26:30 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:205.45 total_reward_ma:183.44 loss:0.04478 fps:1146 +frame:1.80e+05 wall_t:157 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:1.559 +2026-01-07 10:26:38 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:220.40 total_reward_ma:185.38 loss:0.03744 fps:1145 +frame:1.90e+05 wall_t:166 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:1.591 +2026-01-07 10:26:46 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:228.55 total_reward_ma:187.54 loss:0.04078 fps:1149 +frame:2.00e+05 wall_t:174 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:1.564 +2026-01-07 10:26:54 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:230.90 total_reward_ma:189.60 loss:0.04166 fps:1160 +frame:2.10e+05 wall_t:181 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:1.537 +2026-01-07 10:27:02 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:243.65 total_reward_ma:192.06 loss:0.02759 fps:1164 +frame:2.20e+05 wall_t:189 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:1.464 +2026-01-07 10:27:10 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:254.30 total_reward_ma:194.77 loss:0.04287 fps:1168 +frame:2.30e+05 wall_t:197 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:1.437 +2026-01-07 10:27:17 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:254.05 total_reward_ma:197.24 loss:0.04265 fps:1176 +frame:2.40e+05 wall_t:204 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:1.385 +2026-01-07 10:27:25 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:259.55 total_reward_ma:199.73 loss:0.03482 fps:1179 +frame:2.50e+05 wall_t:212 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:1.449 +2026-01-07 10:27:32 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:255.55 total_reward_ma:201.88 loss:0.03929 fps:1187 +frame:2.60e+05 wall_t:219 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:1.495 +2026-01-07 10:27:40 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:269.45 total_reward_ma:204.38 loss:0.05412 fps:1189 +frame:2.70e+05 wall_t:227 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:1.336 +2026-01-07 10:27:48 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:264.65 total_reward_ma:206.53 loss:0.04185 fps:1191 +frame:2.80e+05 wall_t:235 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:1.35 +2026-01-07 10:27:57 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:263.45 total_reward_ma:208.49 loss:0.04307 fps:1189 +frame:2.90e+05 wall_t:244 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:1.391 +2026-01-07 10:28:05 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:257.95 total_reward_ma:210.14 loss:0.04043 fps:1190 +frame:3.00e+05 wall_t:252 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:1.418 +2026-01-07 10:28:12 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:247.45 total_reward_ma:211.35 loss:0.05112 fps:1197 +frame:3.10e+05 wall_t:259 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:1.36 +2026-01-07 10:28:19 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:269.55 total_reward_ma:213.17 loss:0.02727 fps:1199 +frame:3.20e+05 wall_t:267 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:1.357 +2026-01-07 10:28:27 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:273.10 total_reward_ma:214.98 loss:0.04723 fps:1204 +frame:3.30e+05 wall_t:274 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:1.346 +2026-01-07 10:28:35 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:275.40 total_reward_ma:216.76 loss:0.06343 fps:1206 +frame:3.40e+05 wall_t:282 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:1.355 +2026-01-07 10:28:41 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:280.85 total_reward_ma:218.59 loss:0.02238 fps:1211 +frame:3.50e+05 wall_t:289 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:1.272 +2026-01-07 10:28:49 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:299.75 total_reward_ma:220.84 loss:0.02518 fps:1212 +frame:3.60e+05 wall_t:297 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:1.285 +2026-01-07 10:28:59 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:300.90 total_reward_ma:223.01 loss:0.04993 fps:1209 +frame:3.70e+05 wall_t:306 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:1.277 +2026-01-07 10:29:07 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:309.95 total_reward_ma:225.30 loss:0.04261 fps:1206 +frame:3.80e+05 wall_t:315 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:1.242 +2026-01-07 10:29:15 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:319.15 total_reward_ma:227.70 loss:0.05667 fps:1211 +frame:3.90e+05 wall_t:322 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:1.279 +2026-01-07 10:29:23 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:317.90 total_reward_ma:229.96 loss:0.02052 fps:1212 +frame:4.00e+05 wall_t:330 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:1.222 +2026-01-07 10:29:31 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:334.90 total_reward_ma:232.52 loss:0.05893 fps:1213 +frame:4.10e+05 wall_t:338 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:1.227 +2026-01-07 10:29:40 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:323.75 total_reward_ma:234.69 loss:0.03081 fps:1210 +frame:4.20e+05 wall_t:347 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:1.147 +2026-01-07 10:29:46 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:331.15 total_reward_ma:236.93 loss:0.02757 fps:1215 +frame:4.30e+05 wall_t:354 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:1.117 +2026-01-07 10:29:54 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:337.30 total_reward_ma:239.21 loss:0.04648 fps:1219 +frame:4.40e+05 wall_t:361 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:1.12 +2026-01-07 10:30:01 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:323.10 total_reward_ma:241.08 loss:0.02033 fps:1223 +frame:4.50e+05 wall_t:368 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:1.157 +2026-01-07 10:30:09 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:341.90 total_reward_ma:243.27 loss:0.0763 fps:1223 +frame:4.60e+05 wall_t:376 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:1.073 +2026-01-07 10:30:18 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:339.30 total_reward_ma:245.31 loss:0.04329 fps:1221 +frame:4.70e+05 wall_t:385 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:1.065 +2026-01-07 10:30:26 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:344.15 total_reward_ma:247.37 loss:0.03187 fps:1221 +frame:4.80e+05 wall_t:393 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:1.153 +2026-01-07 10:30:34 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:359.85 total_reward_ma:249.67 loss:0.03132 fps:1222 +frame:4.90e+05 wall_t:401 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:1.004 +2026-01-07 10:30:42 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:344.15 total_reward_ma:251.56 loss:0.04352 fps:1222 +frame:5.00e+05 wall_t:409 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:1.026 +2026-01-07 10:30:49 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:351.50 total_reward_ma:253.52 loss:0.02346 fps:1226 +frame:5.10e+05 wall_t:416 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:1.207 +2026-01-07 10:30:56 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:345.85 total_reward_ma:255.29 loss:0.03869 fps:1229 +frame:5.20e+05 wall_t:423 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:1.161 +2026-01-07 10:31:04 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:355.10 total_reward_ma:257.18 loss:0.04141 fps:1230 +frame:5.30e+05 wall_t:431 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:0.9627 +2026-01-07 10:31:11 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:365.45 total_reward_ma:259.18 loss:0.04286 fps:1230 +frame:5.40e+05 wall_t:439 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:1.117 +2026-01-07 10:31:18 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:366.15 total_reward_ma:261.13 loss:0.05379 fps:1236 +frame:5.50e+05 wall_t:445 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:1.119 +2026-01-07 10:31:24 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:370.00 total_reward_ma:263.07 loss:0.03699 fps:1242 +frame:5.60e+05 wall_t:451 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:1.07 +2026-01-07 10:31:30 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:390.30 total_reward_ma:265.30 loss:0.03018 fps:1247 +frame:5.70e+05 wall_t:457 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:0.941 +2026-01-07 10:31:36 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:385.45 total_reward_ma:267.37 loss:0.0307 fps:1253 +frame:5.80e+05 wall_t:463 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:0.9999 +2026-01-07 10:31:45 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:386.25 total_reward_ma:269.39 loss:0.06812 fps:1250 +frame:5.90e+05 wall_t:472 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:1.093 +2026-01-07 10:31:53 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:377.65 total_reward_ma:271.19 loss:0.02661 fps:1250 +frame:6.00e+05 wall_t:480 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:1.072 +2026-01-07 10:32:00 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:373.15 total_reward_ma:272.86 loss:0.0279 fps:1253 +frame:6.10e+05 wall_t:487 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:1.143 +2026-01-07 10:32:08 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:379.30 total_reward_ma:274.58 loss:0.02452 fps:1253 +frame:6.20e+05 wall_t:495 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:1.114 +2026-01-07 10:32:15 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:387.10 total_reward_ma:276.37 loss:0.0434 fps:1255 +frame:6.30e+05 wall_t:502 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:1.122 +2026-01-07 10:32:22 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:371.85 total_reward_ma:277.86 loss:0.04894 fps:1257 +frame:6.40e+05 wall_t:509 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:1.036 +2026-01-07 10:32:28 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:375.75 total_reward_ma:279.36 loss:0.04477 fps:1260 +frame:6.50e+05 wall_t:516 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:0.9489 +2026-01-07 10:32:34 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:368.50 total_reward_ma:280.71 loss:0.06606 fps:1264 +frame:6.60e+05 wall_t:522 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:0.9823 +2026-01-07 10:32:40 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:362.60 total_reward_ma:281.94 loss:0.03972 fps:1269 +frame:6.70e+05 wall_t:528 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:1.12 +2026-01-07 10:32:48 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:365.60 total_reward_ma:283.17 loss:0.05684 fps:1271 +frame:6.80e+05 wall_t:535 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:1.129 +2026-01-07 10:32:53 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:362.00 total_reward_ma:284.31 loss:0.04618 fps:1275 +frame:6.90e+05 wall_t:541 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:1.059 +2026-01-07 10:33:00 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:356.50 total_reward_ma:285.34 loss:0.05434 fps:1277 +frame:7.00e+05 wall_t:548 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:0.9551 +2026-01-07 10:33:07 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:363.20 total_reward_ma:286.44 loss:0.03788 fps:1282 +frame:7.10e+05 wall_t:554 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:0.9791 +2026-01-07 10:33:13 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:369.10 total_reward_ma:287.59 loss:0.03061 fps:1286 +frame:7.20e+05 wall_t:560 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:0.959 +2026-01-07 10:33:19 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:383.70 total_reward_ma:288.90 loss:0.03143 fps:1290 +frame:7.30e+05 wall_t:566 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:1.047 +2026-01-07 10:33:26 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:379.90 total_reward_ma:290.13 loss:0.03372 fps:1291 +frame:7.40e+05 wall_t:573 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:1.002 +2026-01-07 10:33:33 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:388.65 total_reward_ma:291.45 loss:0.02851 fps:1293 +frame:7.50e+05 wall_t:580 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:1.007 +2026-01-07 10:33:39 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:398.60 total_reward_ma:292.86 loss:0.05233 fps:1295 +frame:7.60e+05 wall_t:587 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:0.9538 +2026-01-07 10:33:46 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:394.40 total_reward_ma:294.17 loss:0.04166 fps:1298 +frame:7.70e+05 wall_t:593 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:0.9689 +2026-01-07 10:33:53 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:395.50 total_reward_ma:295.47 loss:0.0343 fps:1300 +frame:7.80e+05 wall_t:600 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:1.014 +2026-01-07 10:34:02 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:384.30 total_reward_ma:296.60 loss:0.03963 fps:1297 +frame:7.90e+05 wall_t:609 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:0.8462 +2026-01-07 10:34:10 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:388.40 total_reward_ma:297.75 loss:0.03803 fps:1297 +frame:8.00e+05 wall_t:617 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:0.9172 +2026-01-07 10:34:18 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:395.75 total_reward_ma:298.96 loss:0.0352 fps:1296 +frame:8.10e+05 wall_t:625 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:1.025 +2026-01-07 10:34:26 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:388.05 total_reward_ma:300.04 loss:0.04954 fps:1295 +frame:8.20e+05 wall_t:633 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:1.008 +2026-01-07 10:34:35 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:395.45 total_reward_ma:301.19 loss:0.05805 fps:1293 +frame:8.30e+05 wall_t:642 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:1.002 +2026-01-07 10:34:44 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:401.30 total_reward_ma:302.38 loss:0.05974 fps:1290 +frame:8.40e+05 wall_t:651 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:1.074 +2026-01-07 10:34:52 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:410.30 total_reward_ma:303.65 loss:0.03705 fps:1290 +frame:8.50e+05 wall_t:659 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:0.9479 +2026-01-07 10:34:59 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:410.90 total_reward_ma:304.90 loss:0.03558 fps:1291 +frame:8.60e+05 wall_t:666 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:1.076 +2026-01-07 10:35:07 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:405.70 total_reward_ma:306.06 loss:0.0489 fps:1291 +frame:8.70e+05 wall_t:674 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:1.183 +2026-01-07 10:35:15 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:404.30 total_reward_ma:307.17 loss:0.04239 fps:1290 +frame:8.80e+05 wall_t:682 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:1.113 +2026-01-07 10:35:23 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:405.10 total_reward_ma:308.28 loss:0.02983 fps:1290 +frame:8.90e+05 wall_t:690 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:0.9657 +2026-01-07 10:35:30 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:394.25 total_reward_ma:309.23 loss:0.05756 fps:1291 +frame:9.00e+05 wall_t:697 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:1.001 +2026-01-07 10:35:38 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:390.30 total_reward_ma:310.12 loss:0.05011 fps:1291 +frame:9.10e+05 wall_t:705 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:1.022 +2026-01-07 10:35:46 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:397.45 total_reward_ma:311.07 loss:0.02767 fps:1289 +frame:9.20e+05 wall_t:714 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:1.048 +2026-01-07 10:35:54 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:394.80 total_reward_ma:311.97 loss:0.05211 fps:1290 +frame:9.30e+05 wall_t:721 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:1.071 +2026-01-07 10:36:01 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:405.30 total_reward_ma:312.96 loss:0.05959 fps:1291 +frame:9.40e+05 wall_t:728 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:1.044 +2026-01-07 10:36:08 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:412.75 total_reward_ma:314.01 loss:0.06717 fps:1291 +frame:9.50e+05 wall_t:736 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:1.091 +2026-01-07 10:36:16 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:403.95 total_reward_ma:314.95 loss:0.03429 fps:1292 +frame:9.60e+05 wall_t:743 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:0.9993 +2026-01-07 10:36:23 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:424.55 total_reward_ma:316.08 loss:0.04857 fps:1293 +frame:9.70e+05 wall_t:750 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:1.021 +2026-01-07 10:36:31 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:429.40 total_reward_ma:317.24 loss:0.04972 fps:1293 +frame:9.80e+05 wall_t:758 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:1.024 +2026-01-07 10:36:39 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:413.40 total_reward_ma:318.21 loss:0.03769 fps:1292 +frame:9.90e+05 wall_t:766 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:0.8884 +2026-01-07 10:36:47 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:430.60 total_reward_ma:319.33 loss:0.03913 fps:1292 +frame:1.00e+06 wall_t:774 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:0.8824 +2026-01-07 10:36:55 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:431.50 total_reward_ma:322.52 loss:0.03699 fps:1292 +frame:1.01e+06 wall_t:782 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:0.8936 +2026-01-07 10:37:03 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:429.85 total_reward_ma:325.60 loss:0.07846 fps:1291 +frame:1.02e+06 wall_t:790 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:0.9278 +2026-01-07 10:37:11 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:453.25 total_reward_ma:328.76 loss:0.02984 fps:1291 +frame:1.03e+06 wall_t:798 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:0.8933 +2026-01-07 10:37:19 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:446.80 total_reward_ma:331.83 loss:0.03577 fps:1290 +frame:1.04e+06 wall_t:806 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:0.9662 +2026-01-07 10:37:26 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:454.30 total_reward_ma:334.86 loss:0.03913 fps:1292 +frame:1.05e+06 wall_t:813 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:0.9179 +2026-01-07 10:37:34 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:450.95 total_reward_ma:337.73 loss:0.02134 fps:1291 +frame:1.06e+06 wall_t:821 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:0.9885 +2026-01-07 10:37:41 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:469.00 total_reward_ma:340.58 loss:0.03546 fps:1292 +frame:1.07e+06 wall_t:828 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:0.9074 +2026-01-07 10:37:49 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:460.10 total_reward_ma:343.24 loss:0.02669 fps:1292 +frame:1.08e+06 wall_t:836 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:1.077 +2026-01-07 10:37:56 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:447.50 total_reward_ma:345.74 loss:0.0599 fps:1293 +frame:1.09e+06 wall_t:843 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:0.9827 +2026-01-07 10:38:05 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:435.50 total_reward_ma:348.02 loss:0.06613 fps:1291 +frame:1.10e+06 wall_t:852 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:0.9012 +2026-01-07 10:38:13 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:415.80 total_reward_ma:350.04 loss:0.0544 fps:1291 +frame:1.11e+06 wall_t:860 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:0.8593 +2026-01-07 10:38:22 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:398.70 total_reward_ma:351.78 loss:0.03923 fps:1289 +frame:1.12e+06 wall_t:869 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:0.9693 +2026-01-07 10:38:29 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:382.10 total_reward_ma:353.47 loss:0.03601 fps:1288 +frame:1.13e+06 wall_t:877 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:0.9769 +2026-01-07 10:38:38 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:373.60 total_reward_ma:355.03 loss:0.0489 fps:1288 +frame:1.14e+06 wall_t:885 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:0.9314 +2026-01-07 10:38:46 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:361.30 total_reward_ma:356.58 loss:0.05165 fps:1288 +frame:1.15e+06 wall_t:893 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:0.9567 +2026-01-07 10:38:54 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:362.65 total_reward_ma:358.12 loss:0.04057 fps:1287 +frame:1.16e+06 wall_t:901 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:0.9775 +2026-01-07 10:39:01 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:383.05 total_reward_ma:359.93 loss:0.03073 fps:1289 +frame:1.17e+06 wall_t:908 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:0.8764 +2026-01-07 10:39:09 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:383.50 total_reward_ma:361.71 loss:0.05418 fps:1288 +frame:1.18e+06 wall_t:916 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:0.8622 +2026-01-07 10:39:17 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:395.05 total_reward_ma:363.45 loss:0.05907 fps:1286 +frame:1.19e+06 wall_t:925 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:0.7538 +2026-01-07 10:39:25 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:404.50 total_reward_ma:365.21 loss:0.03261 fps:1288 +frame:1.20e+06 wall_t:932 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:0.9256 +2026-01-07 10:39:32 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:405.95 total_reward_ma:366.96 loss:0.05858 fps:1287 +frame:1.21e+06 wall_t:940 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:0.9359 +2026-01-07 10:39:40 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:404.30 total_reward_ma:368.57 loss:0.0291 fps:1287 +frame:1.22e+06 wall_t:948 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:0.9326 +2026-01-07 10:39:48 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:406.95 total_reward_ma:370.10 loss:0.05213 fps:1288 +frame:1.23e+06 wall_t:955 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:0.9403 +2026-01-07 10:39:56 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:403.10 total_reward_ma:371.59 loss:0.04523 fps:1288 +frame:1.24e+06 wall_t:963 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:0.9298 +2026-01-07 10:40:03 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:402.65 total_reward_ma:373.02 loss:0.06011 fps:1289 +frame:1.25e+06 wall_t:970 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:0.7803 +2026-01-07 10:40:12 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:405.85 total_reward_ma:374.52 loss:0.04424 fps:1287 +frame:1.26e+06 wall_t:979 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:0.7315 +2026-01-07 10:40:20 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:397.25 total_reward_ma:375.80 loss:0.03643 fps:1285 +frame:1.27e+06 wall_t:988 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:0.7841 +2026-01-07 10:40:29 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:390.95 total_reward_ma:377.06 loss:0.0571 fps:1285 +frame:1.28e+06 wall_t:996 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:0.842 +2026-01-07 10:40:36 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:392.05 total_reward_ma:378.35 loss:0.06472 fps:1286 +frame:1.29e+06 wall_t:1003 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:0.7167 +2026-01-07 10:40:44 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:386.75 total_reward_ma:379.64 loss:0.02636 fps:1286 +frame:1.30e+06 wall_t:1011 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:0.9536 +2026-01-07 10:40:51 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:394.65 total_reward_ma:381.11 loss:0.01734 fps:1287 +frame:1.31e+06 wall_t:1018 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:0.9191 +2026-01-07 10:40:59 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:396.50 total_reward_ma:382.38 loss:0.04101 fps:1287 +frame:1.32e+06 wall_t:1026 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:0.8726 +2026-01-07 10:41:07 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:393.70 total_reward_ma:383.58 loss:0.06078 fps:1286 +frame:1.33e+06 wall_t:1034 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:0.9167 +2026-01-07 10:41:14 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:395.70 total_reward_ma:384.79 loss:0.04986 fps:1286 +frame:1.34e+06 wall_t:1042 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:0.8809 +2026-01-07 10:41:22 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:424.90 total_reward_ma:386.23 loss:0.06107 fps:1287 +frame:1.35e+06 wall_t:1049 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:0.8865 +2026-01-07 10:41:29 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:422.60 total_reward_ma:387.46 loss:0.06169 fps:1288 +frame:1.36e+06 wall_t:1056 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:0.8781 +2026-01-07 10:41:34 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:427.85 total_reward_ma:388.73 loss:0.06329 fps:1291 +frame:1.37e+06 wall_t:1061 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:0.8545 +2026-01-07 10:41:40 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:416.60 total_reward_ma:389.79 loss:0.04133 fps:1293 +frame:1.38e+06 wall_t:1067 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:0.8326 +2026-01-07 10:41:46 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:418.65 total_reward_ma:390.79 loss:0.0425 fps:1295 +frame:1.39e+06 wall_t:1073 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:0.9751 +2026-01-07 10:41:53 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:406.95 total_reward_ma:391.68 loss:0.0453 fps:1296 +frame:1.40e+06 wall_t:1080 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:0.8447 +2026-01-07 10:41:59 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:399.80 total_reward_ma:392.33 loss:0.04838 fps:1298 +frame:1.41e+06 wall_t:1086 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:0.8617 +2026-01-07 10:42:05 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:394.05 total_reward_ma:393.03 loss:0.06895 fps:1300 +frame:1.42e+06 wall_t:1092 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:0.8361 +2026-01-07 10:42:12 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:395.65 total_reward_ma:393.68 loss:0.05446 fps:1301 +frame:1.43e+06 wall_t:1099 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:0.8268 +2026-01-07 10:42:20 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:390.30 total_reward_ma:394.21 loss:0.05568 fps:1301 +frame:1.44e+06 wall_t:1107 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:0.9124 +2026-01-07 10:42:28 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:399.90 total_reward_ma:394.97 loss:0.03823 fps:1300 +frame:1.45e+06 wall_t:1115 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:0.8549 +2026-01-07 10:42:34 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:401.55 total_reward_ma:395.57 loss:0.03766 fps:1301 +frame:1.46e+06 wall_t:1122 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:0.8242 +2026-01-07 10:42:42 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:414.80 total_reward_ma:396.33 loss:0.06048 fps:1302 +frame:1.47e+06 wall_t:1129 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:0.8105 +2026-01-07 10:42:50 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:412.05 total_reward_ma:397.00 loss:0.03807 fps:1302 +frame:1.48e+06 wall_t:1137 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:0.933 +2026-01-07 10:42:58 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:405.50 total_reward_ma:397.46 loss:0.04746 fps:1301 +frame:1.49e+06 wall_t:1145 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:0.8091 +2026-01-07 10:43:05 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:409.45 total_reward_ma:398.11 loss:0.0436 fps:1302 +frame:1.50e+06 wall_t:1152 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:0.7499 +2026-01-07 10:43:13 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:428.40 total_reward_ma:398.88 loss:0.03915 fps:1302 +frame:1.51e+06 wall_t:1160 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:0.8568 +2026-01-07 10:43:21 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:436.50 total_reward_ma:399.79 loss:0.04209 fps:1301 +frame:1.52e+06 wall_t:1168 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:0.9355 +2026-01-07 10:43:29 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:433.45 total_reward_ma:400.57 loss:0.04925 fps:1300 +frame:1.53e+06 wall_t:1177 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:0.9557 +2026-01-07 10:43:36 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:420.80 total_reward_ma:401.13 loss:0.05156 fps:1302 +frame:1.54e+06 wall_t:1183 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:0.9453 +2026-01-07 10:43:44 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:438.10 total_reward_ma:401.85 loss:0.08337 fps:1301 +frame:1.55e+06 wall_t:1191 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:0.8679 +2026-01-07 10:43:51 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:444.95 total_reward_ma:402.60 loss:0.03661 fps:1301 +frame:1.56e+06 wall_t:1199 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:0.9226 +2026-01-07 10:43:59 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:452.55 total_reward_ma:403.22 loss:0.04385 fps:1302 +frame:1.57e+06 wall_t:1206 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:0.9632 +2026-01-07 10:44:07 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:443.50 total_reward_ma:403.80 loss:0.04881 fps:1301 +frame:1.58e+06 wall_t:1214 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:0.8305 +2026-01-07 10:44:14 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:456.80 total_reward_ma:404.50 loss:0.06212 fps:1302 +frame:1.59e+06 wall_t:1221 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:0.8262 +2026-01-07 10:44:22 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:464.65 total_reward_ma:405.37 loss:0.05048 fps:1302 +frame:1.60e+06 wall_t:1229 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:0.8492 +2026-01-07 10:44:30 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:461.70 total_reward_ma:406.26 loss:0.05245 fps:1302 +frame:1.61e+06 wall_t:1237 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:0.8903 +2026-01-07 10:44:38 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:461.00 total_reward_ma:407.08 loss:0.05262 fps:1301 +frame:1.62e+06 wall_t:1245 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:0.8094 +2026-01-07 10:44:45 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:450.65 total_reward_ma:407.71 loss:0.06748 fps:1302 +frame:1.63e+06 wall_t:1252 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:0.8573 +2026-01-07 10:44:52 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:452.45 total_reward_ma:408.52 loss:0.05518 fps:1303 +frame:1.64e+06 wall_t:1259 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:0.8805 +2026-01-07 10:44:59 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:443.00 total_reward_ma:409.19 loss:0.05823 fps:1302 +frame:1.65e+06 wall_t:1267 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:0.8507 +2026-01-07 10:45:08 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:433.85 total_reward_ma:409.84 loss:0.04341 fps:1302 +frame:1.66e+06 wall_t:1275 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:0.8329 +2026-01-07 10:45:15 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:425.45 total_reward_ma:410.47 loss:0.0377 fps:1303 +frame:1.67e+06 wall_t:1282 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:0.7653 +2026-01-07 10:45:23 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:427.65 total_reward_ma:411.09 loss:0.07168 fps:1302 +frame:1.68e+06 wall_t:1290 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:0.8838 +2026-01-07 10:45:31 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:430.45 total_reward_ma:411.78 loss:0.05325 fps:1302 +frame:1.69e+06 wall_t:1298 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:0.7424 +2026-01-07 10:45:39 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:438.55 total_reward_ma:412.60 loss:0.03776 fps:1301 +frame:1.70e+06 wall_t:1307 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:0.884 +2026-01-07 10:45:47 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:442.95 total_reward_ma:413.39 loss:0.04185 fps:1301 +frame:1.71e+06 wall_t:1314 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:0.7336 +2026-01-07 10:45:55 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:438.30 total_reward_ma:414.09 loss:0.05228 fps:1301 +frame:1.72e+06 wall_t:1322 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:0.6899 +2026-01-07 10:46:02 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:441.15 total_reward_ma:414.66 loss:0.02423 fps:1301 +frame:1.73e+06 wall_t:1330 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:0.8049 +2026-01-07 10:46:10 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:441.65 total_reward_ma:415.28 loss:0.04491 fps:1301 +frame:1.74e+06 wall_t:1337 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:0.9468 +2026-01-07 10:46:17 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:445.95 total_reward_ma:415.85 loss:0.05682 fps:1302 +frame:1.75e+06 wall_t:1344 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:0.8154 +2026-01-07 10:46:25 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:440.65 total_reward_ma:416.27 loss:0.0533 fps:1302 +frame:1.76e+06 wall_t:1352 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:0.8095 +2026-01-07 10:46:32 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:444.80 total_reward_ma:416.78 loss:0.02391 fps:1302 +frame:1.77e+06 wall_t:1359 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:0.6892 +2026-01-07 10:46:40 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:451.20 total_reward_ma:417.33 loss:0.03791 fps:1302 +frame:1.78e+06 wall_t:1367 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:0.7768 +2026-01-07 10:46:48 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:463.30 total_reward_ma:418.12 loss:0.03837 fps:1302 +frame:1.79e+06 wall_t:1375 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:0.8088 +2026-01-07 10:46:55 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:481.30 total_reward_ma:419.05 loss:0.04307 fps:1302 +frame:1.80e+06 wall_t:1382 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:0.7862 +2026-01-07 10:47:02 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:489.15 total_reward_ma:419.99 loss:0.02783 fps:1302 +frame:1.81e+06 wall_t:1390 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:0.7208 +2026-01-07 10:47:10 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:499.10 total_reward_ma:421.10 loss:0.03074 fps:1303 +frame:1.82e+06 wall_t:1397 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:0.7733 +2026-01-07 10:47:17 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:503.20 total_reward_ma:422.17 loss:0.04399 fps:1302 +frame:1.83e+06 wall_t:1405 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:0.9128 +2026-01-07 10:47:25 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:507.75 total_reward_ma:423.24 loss:0.05736 fps:1302 +frame:1.84e+06 wall_t:1413 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:0.8906 +2026-01-07 10:47:33 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:503.50 total_reward_ma:424.17 loss:0.02943 fps:1303 +frame:1.85e+06 wall_t:1420 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:0.7594 +2026-01-07 10:47:41 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:498.15 total_reward_ma:425.04 loss:0.04374 fps:1302 +frame:1.86e+06 wall_t:1429 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:0.8634 +2026-01-07 10:47:49 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:479.75 total_reward_ma:425.78 loss:0.04256 fps:1302 +frame:1.87e+06 wall_t:1436 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:0.7223 +2026-01-07 10:47:56 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:472.35 total_reward_ma:426.46 loss:0.03598 fps:1303 +frame:1.88e+06 wall_t:1443 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:0.6387 +2026-01-07 10:48:03 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:466.75 total_reward_ma:427.08 loss:0.0684 fps:1303 +frame:1.89e+06 wall_t:1450 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:0.7348 +2026-01-07 10:48:11 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:453.25 total_reward_ma:427.67 loss:0.04291 fps:1303 +frame:1.90e+06 wall_t:1458 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:0.9429 +2026-01-07 10:48:19 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:457.70 total_reward_ma:428.35 loss:0.03574 fps:1303 +frame:1.91e+06 wall_t:1466 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:0.6104 +2026-01-07 10:48:26 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:464.95 total_reward_ma:429.02 loss:0.03087 fps:1303 +frame:1.92e+06 wall_t:1473 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:0.7447 +2026-01-07 10:48:34 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:463.50 total_reward_ma:429.71 loss:0.0475 fps:1303 +frame:1.93e+06 wall_t:1481 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:0.7821 +2026-01-07 10:48:41 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:480.45 total_reward_ma:430.46 loss:0.03132 fps:1304 +frame:1.94e+06 wall_t:1488 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:0.7572 +2026-01-07 10:48:49 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:467.90 total_reward_ma:431.01 loss:0.05034 fps:1303 +frame:1.95e+06 wall_t:1496 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:0.6934 +2026-01-07 10:48:58 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:474.95 total_reward_ma:431.72 loss:0.02241 fps:1302 +frame:1.96e+06 wall_t:1505 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:0.7835 +2026-01-07 10:49:05 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:489.45 total_reward_ma:432.37 loss:0.02926 fps:1303 +frame:1.97e+06 wall_t:1512 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:0.9347 +2026-01-07 10:49:13 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:501.80 total_reward_ma:433.09 loss:0.02904 fps:1303 +frame:1.98e+06 wall_t:1520 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:0.8827 +2026-01-07 10:49:21 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:505.00 total_reward_ma:434.01 loss:0.04866 fps:1302 +frame:1.99e+06 wall_t:1528 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:0.8311 +2026-01-07 10:49:29 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:500.70 total_reward_ma:434.71 loss:0.01999 fps:1302 +frame:2.00e+06 wall_t:1536 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:0.9547 +2026-01-07 10:49:37 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:487.05 total_reward_ma:435.27 loss:0.03807 fps:1302 +frame:2.01e+06 wall_t:1544 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:1.002 +2026-01-07 10:49:45 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:480.55 total_reward_ma:435.77 loss:0.02923 fps:1302 +frame:2.02e+06 wall_t:1552 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:0.9893 +2026-01-07 10:49:53 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:474.50 total_reward_ma:435.98 loss:0.02376 fps:1301 +frame:2.03e+06 wall_t:1560 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:0.8652 +2026-01-07 10:50:01 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:476.50 total_reward_ma:436.28 loss:0.04748 fps:1301 +frame:2.04e+06 wall_t:1568 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:0.7975 +2026-01-07 10:50:08 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:472.80 total_reward_ma:436.47 loss:0.03758 fps:1302 +frame:2.05e+06 wall_t:1575 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:0.8062 +2026-01-07 10:50:15 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:469.95 total_reward_ma:436.66 loss:0.03033 fps:1302 +frame:2.06e+06 wall_t:1582 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:0.8661 +2026-01-07 10:50:23 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:467.55 total_reward_ma:436.64 loss:0.06881 fps:1302 +frame:2.07e+06 wall_t:1590 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:0.8922 +2026-01-07 10:50:30 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:470.05 total_reward_ma:436.74 loss:0.07269 fps:1302 +frame:2.08e+06 wall_t:1597 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:0.9386 +2026-01-07 10:50:37 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:479.65 total_reward_ma:437.06 loss:0.03409 fps:1303 +frame:2.09e+06 wall_t:1604 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:0.9128 +2026-01-07 10:50:45 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:482.10 total_reward_ma:437.53 loss:0.04679 fps:1303 +frame:2.10e+06 wall_t:1612 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:0.7839 +2026-01-07 10:50:55 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:480.20 total_reward_ma:438.17 loss:0.04461 fps:1301 +frame:2.11e+06 wall_t:1622 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:0.8594 +2026-01-07 10:51:03 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:464.95 total_reward_ma:438.84 loss:0.05822 fps:1301 +frame:2.12e+06 wall_t:1630 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:1.032 +2026-01-07 10:51:09 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:457.70 total_reward_ma:439.59 loss:0.0479 fps:1302 +frame:2.13e+06 wall_t:1636 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:0.9369 +2026-01-07 10:51:15 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:452.15 total_reward_ma:440.38 loss:0.02371 fps:1303 +frame:2.14e+06 wall_t:1642 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:0.919 +2026-01-07 10:51:20 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:451.30 total_reward_ma:441.28 loss:0.06418 fps:1305 +frame:2.15e+06 wall_t:1648 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:0.9373 +2026-01-07 10:51:27 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:448.40 total_reward_ma:442.14 loss:0.02163 fps:1306 +frame:2.16e+06 wall_t:1654 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:0.9554 +2026-01-07 10:51:34 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:455.20 total_reward_ma:442.86 loss:0.02757 fps:1306 +frame:2.17e+06 wall_t:1661 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:0.8454 +2026-01-07 10:51:40 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:448.20 total_reward_ma:443.50 loss:0.06108 fps:1308 +frame:2.18e+06 wall_t:1667 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:0.9264 +2026-01-07 10:51:48 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:461.25 total_reward_ma:444.17 loss:0.03334 fps:1307 +frame:2.19e+06 wall_t:1675 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:0.829 +2026-01-07 10:51:56 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:460.35 total_reward_ma:444.72 loss:0.03602 fps:1307 +frame:2.20e+06 wall_t:1683 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:0.7693 +2026-01-07 10:52:04 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:472.90 total_reward_ma:445.39 loss:0.05228 fps:1307 +frame:2.21e+06 wall_t:1691 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:0.8751 +2026-01-07 10:52:11 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:460.10 total_reward_ma:445.95 loss:0.03047 fps:1307 +frame:2.22e+06 wall_t:1698 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:0.848 +2026-01-07 10:52:19 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:475.85 total_reward_ma:446.64 loss:0.05423 fps:1306 +frame:2.23e+06 wall_t:1707 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:0.8385 +2026-01-07 10:52:27 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:474.75 total_reward_ma:447.36 loss:0.06951 fps:1307 +frame:2.24e+06 wall_t:1714 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:0.931 +2026-01-07 10:52:34 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:473.75 total_reward_ma:448.07 loss:0.0805 fps:1307 +frame:2.25e+06 wall_t:1721 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:0.7482 +2026-01-07 10:52:41 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:487.40 total_reward_ma:448.88 loss:0.05371 fps:1307 +frame:2.26e+06 wall_t:1729 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:0.9665 +2026-01-07 10:52:49 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:469.95 total_reward_ma:449.61 loss:0.03171 fps:1308 +frame:2.27e+06 wall_t:1736 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:0.9064 +2026-01-07 10:52:57 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:463.70 total_reward_ma:450.34 loss:0.04599 fps:1307 +frame:2.28e+06 wall_t:1745 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:0.794 +2026-01-07 10:53:06 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:469.05 total_reward_ma:451.11 loss:0.03807 fps:1306 +frame:2.29e+06 wall_t:1753 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:0.9386 +2026-01-07 10:53:12 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:466.75 total_reward_ma:451.91 loss:0.03624 fps:1307 +frame:2.30e+06 wall_t:1760 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:0.7452 +2026-01-07 10:53:18 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:469.50 total_reward_ma:452.66 loss:0.04692 fps:1309 +frame:2.31e+06 wall_t:1765 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:0.9244 +2026-01-07 10:53:24 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:466.50 total_reward_ma:453.36 loss:0.01887 fps:1310 +frame:2.32e+06 wall_t:1771 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:1.049 +2026-01-07 10:53:30 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:459.00 total_reward_ma:454.01 loss:0.0517 fps:1311 +frame:2.33e+06 wall_t:1777 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:0.95 +2026-01-07 10:53:37 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:459.55 total_reward_ma:454.65 loss:0.03695 fps:1312 +frame:2.34e+06 wall_t:1784 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:0.9793 +2026-01-07 10:53:45 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:465.25 total_reward_ma:455.05 loss:0.0314 fps:1311 +frame:2.35e+06 wall_t:1792 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:0.9206 +2026-01-07 10:53:51 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:456.60 total_reward_ma:455.39 loss:0.03579 fps:1313 +frame:2.36e+06 wall_t:1798 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:0.9558 +2026-01-07 10:53:57 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:449.10 total_reward_ma:455.60 loss:0.03307 fps:1314 +frame:2.37e+06 wall_t:1804 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:0.9957 +2026-01-07 10:54:03 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:440.25 total_reward_ma:455.84 loss:0.04531 fps:1315 +frame:2.38e+06 wall_t:1810 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:0.7924 +2026-01-07 10:54:08 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:449.40 total_reward_ma:456.15 loss:0.0298 fps:1317 +frame:2.39e+06 wall_t:1815 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:0.7775 +2026-01-07 10:54:16 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:446.90 total_reward_ma:456.55 loss:0.04017 fps:1317 +frame:2.40e+06 wall_t:1823 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:0.8921 +2026-01-07 10:54:23 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:456.75 total_reward_ma:457.12 loss:0.04138 fps:1317 +frame:2.41e+06 wall_t:1830 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:0.868 +2026-01-07 10:54:30 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:462.65 total_reward_ma:457.80 loss:0.05478 fps:1317 +frame:2.42e+06 wall_t:1837 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:0.7305 +2026-01-07 10:54:36 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:461.10 total_reward_ma:458.46 loss:0.0425 fps:1319 +frame:2.43e+06 wall_t:1843 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:0.9952 +2026-01-07 10:54:43 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:469.35 total_reward_ma:459.25 loss:0.0373 fps:1319 +frame:2.44e+06 wall_t:1850 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:0.9023 +2026-01-07 10:54:50 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:475.35 total_reward_ma:460.00 loss:0.02869 fps:1319 +frame:2.45e+06 wall_t:1858 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:0.9086 +2026-01-07 10:54:58 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:477.10 total_reward_ma:460.76 loss:0.05069 fps:1319 +frame:2.46e+06 wall_t:1865 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:0.7432 +2026-01-07 10:55:05 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:472.95 total_reward_ma:461.34 loss:0.04809 fps:1319 +frame:2.47e+06 wall_t:1872 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:0.9108 +2026-01-07 10:55:12 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:484.05 total_reward_ma:462.06 loss:0.02401 fps:1320 +frame:2.48e+06 wall_t:1879 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:0.9388 +2026-01-07 10:55:19 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:483.95 total_reward_ma:462.84 loss:0.05834 fps:1320 +frame:2.49e+06 wall_t:1887 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:0.8736 +2026-01-07 10:55:26 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:476.55 total_reward_ma:463.52 loss:0.04471 fps:1321 +frame:2.50e+06 wall_t:1893 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:0.8408 +2026-01-07 10:55:33 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:487.90 total_reward_ma:464.11 loss:0.02776 fps:1321 +frame:2.51e+06 wall_t:1900 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:0.8042 +2026-01-07 10:55:41 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:493.35 total_reward_ma:464.68 loss:0.02218 fps:1321 +frame:2.52e+06 wall_t:1908 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:0.843 +2026-01-07 10:55:50 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:479.80 total_reward_ma:465.14 loss:0.04461 fps:1320 +frame:2.53e+06 wall_t:1917 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:0.9122 +2026-01-07 10:55:57 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:475.45 total_reward_ma:465.69 loss:0.0614 fps:1320 +frame:2.54e+06 wall_t:1924 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:0.742 +2026-01-07 10:56:05 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:479.30 total_reward_ma:466.10 loss:0.04164 fps:1320 +frame:2.55e+06 wall_t:1932 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:0.8793 +2026-01-07 10:56:12 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:480.00 total_reward_ma:466.45 loss:0.0482 fps:1320 +frame:2.56e+06 wall_t:1939 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:0.8331 +2026-01-07 10:56:19 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:479.50 total_reward_ma:466.72 loss:0.05406 fps:1321 +frame:2.57e+06 wall_t:1946 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:0.9267 +2026-01-07 10:56:26 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:485.40 total_reward_ma:467.14 loss:0.03816 fps:1321 +frame:2.58e+06 wall_t:1953 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:0.9212 +2026-01-07 10:56:34 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:483.20 total_reward_ma:467.40 loss:0.04284 fps:1321 +frame:2.59e+06 wall_t:1961 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:0.8794 +2026-01-07 10:56:42 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:482.00 total_reward_ma:467.58 loss:0.02009 fps:1320 +frame:2.60e+06 wall_t:1969 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:0.7362 +2026-01-07 10:56:50 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:494.25 total_reward_ma:467.90 loss:0.04883 fps:1320 +frame:2.61e+06 wall_t:1977 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:0.8227 +2026-01-07 10:56:57 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:493.80 total_reward_ma:468.23 loss:0.04754 fps:1321 +frame:2.62e+06 wall_t:1984 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:0.9213 +2026-01-07 10:57:04 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:493.25 total_reward_ma:468.66 loss:0.05177 fps:1321 +frame:2.63e+06 wall_t:1991 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:0.7767 +2026-01-07 10:57:12 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:489.50 total_reward_ma:469.03 loss:0.01734 fps:1321 +frame:2.64e+06 wall_t:1999 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:0.7466 +2026-01-07 10:57:19 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:481.50 total_reward_ma:469.41 loss:0.07004 fps:1321 +frame:2.65e+06 wall_t:2006 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:0.9097 +2026-01-07 10:57:27 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:481.20 total_reward_ma:469.89 loss:0.04684 fps:1320 +frame:2.66e+06 wall_t:2015 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:0.8062 +2026-01-07 10:57:36 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:486.30 total_reward_ma:470.49 loss:0.03103 fps:1320 +frame:2.67e+06 wall_t:2023 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:0.7536 +2026-01-07 10:57:44 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:484.00 total_reward_ma:471.06 loss:0.04648 fps:1320 +frame:2.68e+06 wall_t:2031 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:0.9382 +2026-01-07 10:57:52 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:487.10 total_reward_ma:471.62 loss:0.05246 fps:1319 +frame:2.69e+06 wall_t:2039 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:0.8684 +2026-01-07 10:57:59 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:476.40 total_reward_ma:472.00 loss:0.02146 fps:1320 +frame:2.70e+06 wall_t:2046 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:0.7258 +2026-01-07 10:58:06 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:474.50 total_reward_ma:472.32 loss:0.02559 fps:1320 +frame:2.71e+06 wall_t:2053 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:0.8045 +2026-01-07 10:58:14 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:479.70 total_reward_ma:472.73 loss:0.04608 fps:1320 +frame:2.72e+06 wall_t:2061 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:1.008 +2026-01-07 10:58:22 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:487.40 total_reward_ma:473.19 loss:0.0322 fps:1319 +frame:2.73e+06 wall_t:2069 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:0.9587 +2026-01-07 10:58:28 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:493.00 total_reward_ma:473.71 loss:0.06575 fps:1320 +frame:2.74e+06 wall_t:2075 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:0.9078 +2026-01-07 10:58:36 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:486.30 total_reward_ma:474.11 loss:0.03328 fps:1320 +frame:2.75e+06 wall_t:2083 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:0.8385 +2026-01-07 10:58:44 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:490.35 total_reward_ma:474.61 loss:0.07112 fps:1320 +frame:2.76e+06 wall_t:2091 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:0.8673 +2026-01-07 10:58:52 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:497.65 total_reward_ma:475.14 loss:0.05844 fps:1320 +frame:2.77e+06 wall_t:2099 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:0.8145 +2026-01-07 10:58:59 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:502.30 total_reward_ma:475.65 loss:0.0295 fps:1320 +frame:2.78e+06 wall_t:2106 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:0.7362 +2026-01-07 10:59:06 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:501.85 total_reward_ma:476.03 loss:0.04243 fps:1320 +frame:2.79e+06 wall_t:2113 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:0.8208 +2026-01-07 10:59:13 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:494.15 total_reward_ma:476.16 loss:0.05061 fps:1321 +frame:2.80e+06 wall_t:2120 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:0.8556 +2026-01-07 10:59:21 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:494.55 total_reward_ma:476.22 loss:0.03118 fps:1320 +frame:2.81e+06 wall_t:2128 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:0.8616 +2026-01-07 10:59:28 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:496.35 total_reward_ma:476.19 loss:0.05146 fps:1321 +frame:2.82e+06 wall_t:2135 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:0.8545 +2026-01-07 10:59:36 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:499.15 total_reward_ma:476.15 loss:0.02635 fps:1321 +frame:2.83e+06 wall_t:2143 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:0.8748 +2026-01-07 10:59:43 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:502.40 total_reward_ma:476.09 loss:0.04269 fps:1321 +frame:2.84e+06 wall_t:2150 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:0.9927 +2026-01-07 10:59:50 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:510.75 total_reward_ma:476.17 loss:0.0579 fps:1321 +frame:2.85e+06 wall_t:2157 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:0.7942 +2026-01-07 10:59:57 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:510.05 total_reward_ma:476.29 loss:0.04112 fps:1322 +frame:2.86e+06 wall_t:2164 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:0.9974 +2026-01-07 11:00:06 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:506.20 total_reward_ma:476.55 loss:0.06282 fps:1321 +frame:2.87e+06 wall_t:2173 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:1.079 +2026-01-07 11:00:14 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:513.80 total_reward_ma:476.96 loss:0.05431 fps:1320 +frame:2.88e+06 wall_t:2181 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:0.5808 +2026-01-07 11:00:22 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:513.00 total_reward_ma:477.43 loss:0.04818 fps:1320 +frame:2.89e+06 wall_t:2189 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:0.7599 +2026-01-07 11:00:29 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:520.45 total_reward_ma:478.10 loss:0.02181 fps:1321 +frame:2.90e+06 wall_t:2196 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:0.8392 +2026-01-07 11:00:37 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:512.25 total_reward_ma:478.64 loss:0.01588 fps:1320 +frame:2.91e+06 wall_t:2204 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:0.7459 +2026-01-07 11:00:45 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:505.35 total_reward_ma:479.05 loss:0.02769 fps:1320 +frame:2.92e+06 wall_t:2212 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:0.7106 +2026-01-07 11:00:53 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:501.40 total_reward_ma:479.43 loss:0.01359 fps:1319 +frame:2.93e+06 wall_t:2221 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:0.838 +2026-01-07 11:01:01 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:490.55 total_reward_ma:479.53 loss:0.0115 fps:1320 +frame:2.94e+06 wall_t:2228 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:0.8719 +2026-01-07 11:01:08 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:502.75 total_reward_ma:479.88 loss:0.01753 fps:1319 +frame:2.95e+06 wall_t:2236 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:0.8836 +2026-01-07 11:01:17 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:512.00 total_reward_ma:480.25 loss:0.02711 fps:1319 +frame:2.96e+06 wall_t:2244 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:0.5456 +2026-01-07 11:01:25 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:508.60 total_reward_ma:480.44 loss:0.04064 fps:1319 +frame:2.97e+06 wall_t:2252 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:0.842 +2026-01-07 11:01:33 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:511.60 total_reward_ma:480.54 loss:0.05914 fps:1319 +frame:2.98e+06 wall_t:2260 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:0.838 +2026-01-07 11:01:40 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:517.70 total_reward_ma:480.66 loss:0.08326 fps:1319 +frame:2.99e+06 wall_t:2267 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:1.013 +2026-01-07 11:01:48 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:513.20 total_reward_ma:480.79 loss:0.04591 fps:1318 +frame:3.00e+06 wall_t:2276 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:0.8836 +2026-01-07 11:01:56 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:518.85 total_reward_ma:481.11 loss:0.04779 fps:1318 +frame:3.01e+06 wall_t:2283 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:0.8861 +2026-01-07 11:02:03 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:521.10 total_reward_ma:481.51 loss:0.01745 fps:1318 +frame:3.02e+06 wall_t:2291 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:0.9492 +2026-01-07 11:02:12 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:524.15 total_reward_ma:482.01 loss:0.05648 fps:1318 +frame:3.03e+06 wall_t:2299 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:0.8682 +2026-01-07 11:02:20 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:517.75 total_reward_ma:482.42 loss:0.06221 fps:1318 +frame:3.04e+06 wall_t:2307 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:0.9338 +2026-01-07 11:02:27 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:511.20 total_reward_ma:482.81 loss:0.05579 fps:1318 +frame:3.05e+06 wall_t:2314 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:0.8917 +2026-01-07 11:02:35 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:497.70 total_reward_ma:483.08 loss:0.07839 fps:1318 +frame:3.06e+06 wall_t:2322 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:0.8345 +2026-01-07 11:02:43 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:494.95 total_reward_ma:483.36 loss:0.02664 fps:1318 +frame:3.07e+06 wall_t:2330 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:0.6387 +2026-01-07 11:02:50 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:502.65 total_reward_ma:483.68 loss:0.04152 fps:1317 +frame:3.08e+06 wall_t:2338 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:0.7491 +2026-01-07 11:02:57 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:503.05 total_reward_ma:483.92 loss:0.01317 fps:1318 +frame:3.09e+06 wall_t:2345 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:0.7874 +2026-01-07 11:03:05 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:500.95 total_reward_ma:484.11 loss:0.02992 fps:1317 +frame:3.10e+06 wall_t:2353 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:0.8661 +2026-01-07 11:03:13 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:507.20 total_reward_ma:484.38 loss:0.05183 fps:1318 +frame:3.11e+06 wall_t:2360 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:0.657 +2026-01-07 11:03:22 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:503.15 total_reward_ma:484.76 loss:0.01271 fps:1317 +frame:3.12e+06 wall_t:2369 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:0.8244 +2026-01-07 11:03:30 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:510.10 total_reward_ma:485.28 loss:0.04843 fps:1317 +frame:3.13e+06 wall_t:2377 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:0.9474 +2026-01-07 11:03:38 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:514.25 total_reward_ma:485.90 loss:0.0664 fps:1317 +frame:3.14e+06 wall_t:2385 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:1.005 +2026-01-07 11:03:46 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:516.70 total_reward_ma:486.56 loss:0.06207 fps:1316 +frame:3.15e+06 wall_t:2393 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:0.8947 +2026-01-07 11:03:54 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:519.80 total_reward_ma:487.27 loss:0.01668 fps:1316 +frame:3.16e+06 wall_t:2401 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:0.852 +2026-01-07 11:04:02 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:517.90 total_reward_ma:487.90 loss:0.04204 fps:1316 +frame:3.17e+06 wall_t:2409 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:0.8882 +2026-01-07 11:04:09 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:522.70 total_reward_ma:488.64 loss:0.05565 fps:1316 +frame:3.18e+06 wall_t:2416 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:0.9306 +2026-01-07 11:04:16 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:524.45 total_reward_ma:489.27 loss:0.07842 fps:1317 +frame:3.19e+06 wall_t:2423 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:0.8751 +2026-01-07 11:04:24 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:520.80 total_reward_ma:489.88 loss:0.0271 fps:1316 +frame:3.20e+06 wall_t:2431 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:0.9219 +2026-01-07 11:04:31 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:526.55 total_reward_ma:490.42 loss:0.04287 fps:1316 +frame:3.21e+06 wall_t:2439 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:0.8351 +2026-01-07 11:04:40 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:524.00 total_reward_ma:491.06 loss:0.04442 fps:1316 +frame:3.22e+06 wall_t:2447 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:0.9831 +2026-01-07 11:04:47 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:525.30 total_reward_ma:491.55 loss:0.02423 fps:1316 +frame:3.23e+06 wall_t:2455 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:0.8829 +2026-01-07 11:04:55 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:527.00 total_reward_ma:492.07 loss:0.03621 fps:1316 +frame:3.24e+06 wall_t:2462 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:0.8488 +2026-01-07 11:05:03 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:519.15 total_reward_ma:492.53 loss:0.01266 fps:1316 +frame:3.25e+06 wall_t:2470 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:0.79 +2026-01-07 11:05:11 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:522.45 total_reward_ma:492.88 loss:0.04397 fps:1316 +frame:3.26e+06 wall_t:2478 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:0.9044 +2026-01-07 11:05:19 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:514.70 total_reward_ma:493.32 loss:0.03724 fps:1315 +frame:3.27e+06 wall_t:2486 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:0.7687 +2026-01-07 11:05:26 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:511.70 total_reward_ma:493.80 loss:0.04776 fps:1316 +frame:3.28e+06 wall_t:2493 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:0.8965 +2026-01-07 11:05:34 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:508.65 total_reward_ma:494.20 loss:0.06141 fps:1315 +frame:3.29e+06 wall_t:2501 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:1.081 +2026-01-07 11:05:41 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:506.20 total_reward_ma:494.59 loss:0.04824 fps:1316 +frame:3.30e+06 wall_t:2508 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:0.9176 +2026-01-07 11:05:49 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:508.40 total_reward_ma:494.98 loss:0.028 fps:1316 +frame:3.31e+06 wall_t:2516 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:0.8963 +2026-01-07 11:05:56 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:506.15 total_reward_ma:495.38 loss:0.03844 fps:1316 +frame:3.32e+06 wall_t:2523 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:0.8028 +2026-01-07 11:06:03 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:515.05 total_reward_ma:495.94 loss:0.05447 fps:1316 +frame:3.33e+06 wall_t:2530 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:0.9929 +2026-01-07 11:06:11 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:517.15 total_reward_ma:496.52 loss:0.0263 fps:1316 +frame:3.34e+06 wall_t:2538 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:0.9812 +2026-01-07 11:06:19 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:532.00 total_reward_ma:497.18 loss:0.0367 fps:1316 +frame:3.35e+06 wall_t:2546 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:0.7599 +2026-01-07 11:06:26 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:534.40 total_reward_ma:497.96 loss:0.03487 fps:1316 +frame:3.36e+06 wall_t:2553 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:0.9101 +2026-01-07 11:06:33 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:547.40 total_reward_ma:498.94 loss:0.02649 fps:1316 +frame:3.37e+06 wall_t:2560 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:0.8118 +2026-01-07 11:06:40 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:556.00 total_reward_ma:500.10 loss:0.0102 fps:1317 +frame:3.38e+06 wall_t:2567 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:0.8784 +2026-01-07 11:06:49 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:555.85 total_reward_ma:501.17 loss:0.02038 fps:1316 +frame:3.39e+06 wall_t:2576 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:0.8742 +2026-01-07 11:06:57 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:552.80 total_reward_ma:502.23 loss:0.03239 fps:1316 +frame:3.40e+06 wall_t:2584 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:0.8854 +2026-01-07 11:07:04 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:538.20 total_reward_ma:503.04 loss:0.03369 fps:1316 +frame:3.41e+06 wall_t:2591 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:0.8763 +2026-01-07 11:07:11 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:534.65 total_reward_ma:503.76 loss:0.0514 fps:1316 +frame:3.42e+06 wall_t:2598 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:0.9533 +2026-01-07 11:07:17 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:529.25 total_reward_ma:504.44 loss:0.02269 fps:1317 +frame:3.43e+06 wall_t:2604 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:0.8943 +2026-01-07 11:07:23 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:525.25 total_reward_ma:505.00 loss:0.06379 fps:1318 +frame:3.44e+06 wall_t:2610 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:0.918 +2026-01-07 11:07:30 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:517.70 total_reward_ma:505.42 loss:0.02169 fps:1318 +frame:3.45e+06 wall_t:2617 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:0.9212 +2026-01-07 11:07:36 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:506.80 total_reward_ma:505.72 loss:0.02874 fps:1319 +frame:3.46e+06 wall_t:2623 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:0.851 +2026-01-07 11:07:43 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:503.80 total_reward_ma:506.03 loss:0.02161 fps:1319 +frame:3.47e+06 wall_t:2630 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:0.7594 +2026-01-07 11:07:49 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:501.85 total_reward_ma:506.21 loss:0.03469 fps:1320 +frame:3.48e+06 wall_t:2637 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:0.982 +2026-01-07 11:07:56 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:521.75 total_reward_ma:506.59 loss:0.08797 fps:1320 +frame:3.49e+06 wall_t:2643 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:0.982 +2026-01-07 11:08:02 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:517.45 total_reward_ma:506.99 loss:0.0521 fps:1321 +frame:3.50e+06 wall_t:2649 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:0.8653 +2026-01-07 11:08:08 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:520.20 total_reward_ma:507.32 loss:0.02781 fps:1322 +frame:3.51e+06 wall_t:2655 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:1.014 +2026-01-07 11:08:16 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:523.65 total_reward_ma:507.62 loss:0.08158 fps:1322 +frame:3.52e+06 wall_t:2663 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:0.7878 +2026-01-07 11:08:23 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:530.80 total_reward_ma:508.13 loss:0.04088 fps:1322 +frame:3.53e+06 wall_t:2671 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:0.7991 +2026-01-07 11:08:31 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:538.70 total_reward_ma:508.76 loss:0.01582 fps:1322 +frame:3.54e+06 wall_t:2678 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:0.8183 +2026-01-07 11:08:39 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:543.65 total_reward_ma:509.41 loss:0.06493 fps:1322 +frame:3.55e+06 wall_t:2686 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:0.9508 +2026-01-07 11:08:47 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:544.75 total_reward_ma:510.05 loss:0.05847 fps:1321 +frame:3.56e+06 wall_t:2694 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:0.8095 +2026-01-07 11:08:54 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:535.60 total_reward_ma:510.62 loss:0.03598 fps:1322 +frame:3.57e+06 wall_t:2701 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:0.8999 +2026-01-07 11:09:02 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:541.05 total_reward_ma:511.17 loss:0.04488 fps:1322 +frame:3.58e+06 wall_t:2709 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:0.8426 +2026-01-07 11:09:09 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:539.55 total_reward_ma:511.74 loss:0.03695 fps:1321 +frame:3.59e+06 wall_t:2717 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:0.9451 +2026-01-07 11:09:17 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:546.70 total_reward_ma:512.38 loss:0.0398 fps:1322 +frame:3.60e+06 wall_t:2724 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:0.819 +2026-01-07 11:09:24 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:543.45 total_reward_ma:512.87 loss:0.02291 fps:1322 +frame:3.61e+06 wall_t:2731 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:0.9444 +2026-01-07 11:09:31 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:550.85 total_reward_ma:513.45 loss:0.05529 fps:1322 +frame:3.62e+06 wall_t:2738 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:0.8756 +2026-01-07 11:09:38 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:543.95 total_reward_ma:513.95 loss:0.04049 fps:1322 +frame:3.63e+06 wall_t:2745 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:0.9247 +2026-01-07 11:09:46 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:538.25 total_reward_ma:514.44 loss:0.02847 fps:1322 +frame:3.64e+06 wall_t:2753 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:0.9027 +2026-01-07 11:09:54 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:531.80 total_reward_ma:514.94 loss:0.06847 fps:1322 +frame:3.65e+06 wall_t:2761 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:0.8617 +2026-01-07 11:10:01 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:522.00 total_reward_ma:515.35 loss:0.03681 fps:1322 +frame:3.66e+06 wall_t:2768 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:0.907 +2026-01-07 11:10:08 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:530.15 total_reward_ma:515.79 loss:0.0375 fps:1322 +frame:3.67e+06 wall_t:2776 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:0.8127 +2026-01-07 11:10:16 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:527.60 total_reward_ma:516.22 loss:0.01774 fps:1322 +frame:3.68e+06 wall_t:2783 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:0.8809 +2026-01-07 11:10:23 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:526.60 total_reward_ma:516.62 loss:0.03337 fps:1322 +frame:3.69e+06 wall_t:2791 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:0.9187 +2026-01-07 11:10:31 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:521.20 total_reward_ma:517.07 loss:0.02063 fps:1322 +frame:3.70e+06 wall_t:2798 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:1.026 +2026-01-07 11:10:39 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:535.85 total_reward_ma:517.68 loss:0.0208 fps:1322 +frame:3.71e+06 wall_t:2806 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:0.8707 +2026-01-07 11:10:46 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:548.75 total_reward_ma:518.37 loss:0.02738 fps:1322 +frame:3.72e+06 wall_t:2813 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:0.7493 +2026-01-07 11:10:53 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:552.70 total_reward_ma:519.03 loss:0.03364 fps:1323 +frame:3.73e+06 wall_t:2820 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:0.8135 +2026-01-07 11:11:01 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:564.25 total_reward_ma:519.74 loss:0.03593 fps:1322 +frame:3.74e+06 wall_t:2828 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:0.9229 +2026-01-07 11:11:09 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:563.05 total_reward_ma:520.51 loss:0.04631 fps:1322 +frame:3.75e+06 wall_t:2836 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:0.9814 +2026-01-07 11:11:15 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:562.55 total_reward_ma:521.23 loss:0.01488 fps:1323 +frame:3.76e+06 wall_t:2843 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:0.8466 +2026-01-07 11:11:23 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:567.95 total_reward_ma:521.93 loss:0.04125 fps:1323 +frame:3.77e+06 wall_t:2850 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:1.026 +2026-01-07 11:11:30 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:579.05 total_reward_ma:522.70 loss:0.05996 fps:1323 +frame:3.78e+06 wall_t:2857 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:0.9492 +2026-01-07 11:11:37 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:569.60 total_reward_ma:523.38 loss:0.0311 fps:1323 +frame:3.79e+06 wall_t:2864 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:0.8056 +2026-01-07 11:11:44 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:558.80 total_reward_ma:524.02 loss:0.02578 fps:1324 +frame:3.80e+06 wall_t:2871 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:1.034 +2026-01-07 11:11:52 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:567.55 total_reward_ma:524.75 loss:0.02821 fps:1323 +frame:3.81e+06 wall_t:2879 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:0.9846 +2026-01-07 11:11:59 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:562.85 total_reward_ma:525.42 loss:0.0271 fps:1324 +frame:3.82e+06 wall_t:2886 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:1.004 +2026-01-07 11:12:06 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:563.25 total_reward_ma:526.06 loss:0.05925 fps:1324 +frame:3.83e+06 wall_t:2893 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:0.8662 +2026-01-07 11:12:14 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:561.95 total_reward_ma:526.65 loss:0.05132 fps:1324 +frame:3.84e+06 wall_t:2901 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:0.9203 +2026-01-07 11:12:20 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:558.40 total_reward_ma:527.13 loss:0.04221 fps:1324 +frame:3.85e+06 wall_t:2907 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:0.8838 +2026-01-07 11:12:28 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:549.60 total_reward_ma:527.53 loss:0.009126 fps:1324 +frame:3.86e+06 wall_t:2915 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:1.014 +2026-01-07 11:12:36 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:552.80 total_reward_ma:527.99 loss:0.04458 fps:1324 +frame:3.87e+06 wall_t:2923 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:0.7564 +2026-01-07 11:12:43 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:554.70 total_reward_ma:528.40 loss:0.02643 fps:1324 +frame:3.88e+06 wall_t:2930 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:0.8055 +2026-01-07 11:12:50 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:546.50 total_reward_ma:528.73 loss:0.01805 fps:1324 +frame:3.89e+06 wall_t:2938 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:0.8682 +2026-01-07 11:12:58 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:545.20 total_reward_ma:528.98 loss:0.03235 fps:1324 +frame:3.90e+06 wall_t:2945 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:0.8506 +2026-01-07 11:13:05 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:542.60 total_reward_ma:529.29 loss:0.02531 fps:1325 +frame:3.91e+06 wall_t:2952 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:0.7789 +2026-01-07 11:13:13 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:543.25 total_reward_ma:529.67 loss:0.02588 fps:1324 +frame:3.92e+06 wall_t:2960 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:0.9384 +2026-01-07 11:13:20 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:549.95 total_reward_ma:530.15 loss:0.04712 fps:1325 +frame:3.93e+06 wall_t:2967 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:0.8128 +2026-01-07 11:13:27 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:556.65 total_reward_ma:530.81 loss:0.02367 fps:1325 +frame:3.94e+06 wall_t:2974 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:0.8686 +2026-01-07 11:13:34 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:562.30 total_reward_ma:531.41 loss:0.04182 fps:1325 +frame:3.95e+06 wall_t:2981 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:0.7535 +2026-01-07 11:13:41 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:567.45 total_reward_ma:531.96 loss:0.0412 fps:1325 +frame:3.96e+06 wall_t:2989 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:0.8434 +2026-01-07 11:13:49 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:566.25 total_reward_ma:532.54 loss:0.06795 fps:1325 +frame:3.97e+06 wall_t:2996 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:0.9054 +2026-01-07 11:13:56 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:562.50 total_reward_ma:533.05 loss:0.04356 fps:1325 +frame:3.98e+06 wall_t:3003 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:0.827 +2026-01-07 11:14:04 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:565.30 total_reward_ma:533.52 loss:0.0422 fps:1325 +frame:3.99e+06 wall_t:3011 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:0.7465 +2026-01-07 11:14:11 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:557.80 total_reward_ma:533.97 loss:0.02305 fps:1325 +frame:4.00e+06 wall_t:3018 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:0.7203 +2026-01-07 11:14:19 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:560.40 total_reward_ma:534.38 loss:0.05799 fps:1325 +frame:4.01e+06 wall_t:3026 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:0.8859 +2026-01-07 11:14:25 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:559.25 total_reward_ma:534.77 loss:0.0359 fps:1325 +frame:4.02e+06 wall_t:3033 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:0.9314 +2026-01-07 11:14:33 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:557.20 total_reward_ma:535.10 loss:0.04838 fps:1326 +frame:4.03e+06 wall_t:3040 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:1.044 +2026-01-07 11:14:40 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:548.30 total_reward_ma:535.40 loss:0.04818 fps:1325 +frame:4.04e+06 wall_t:3048 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:0.9429 +2026-01-07 11:14:47 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:554.00 total_reward_ma:535.83 loss:0.04248 fps:1326 +frame:4.05e+06 wall_t:3054 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:0.7288 +2026-01-07 11:14:54 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:558.45 total_reward_ma:536.44 loss:0.02384 fps:1326 +frame:4.06e+06 wall_t:3061 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:1.101 +2026-01-07 11:15:02 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:560.60 total_reward_ma:537.09 loss:0.03199 fps:1326 +frame:4.07e+06 wall_t:3069 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:0.8895 +2026-01-07 11:15:09 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:564.10 total_reward_ma:537.71 loss:0.02203 fps:1326 +frame:4.08e+06 wall_t:3076 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:0.9741 +2026-01-07 11:15:16 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:557.85 total_reward_ma:538.26 loss:0.02759 fps:1327 +frame:4.09e+06 wall_t:3083 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:0.7966 +2026-01-07 11:15:24 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:552.05 total_reward_ma:538.77 loss:0.04236 fps:1326 +frame:4.10e+06 wall_t:3091 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:0.8848 +2026-01-07 11:15:33 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:552.20 total_reward_ma:539.22 loss:0.05027 fps:1326 +frame:4.11e+06 wall_t:3100 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:0.9156 +2026-01-07 11:15:42 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:547.80 total_reward_ma:539.66 loss:0.02957 fps:1325 +frame:4.12e+06 wall_t:3109 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:0.859 +2026-01-07 11:15:49 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:544.25 total_reward_ma:540.01 loss:0.03097 fps:1325 +frame:4.13e+06 wall_t:3117 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:0.8114 +2026-01-07 11:15:57 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:544.55 total_reward_ma:540.31 loss:0.03287 fps:1325 +frame:4.14e+06 wall_t:3124 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:0.8274 +2026-01-07 11:16:05 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:538.95 total_reward_ma:540.53 loss:0.03182 fps:1325 +frame:4.15e+06 wall_t:3132 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:0.8064 +2026-01-07 11:16:12 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:547.60 total_reward_ma:540.81 loss:0.01838 fps:1325 +frame:4.16e+06 wall_t:3139 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:0.9856 +2026-01-07 11:16:20 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:547.60 total_reward_ma:541.11 loss:0.04031 fps:1325 +frame:4.17e+06 wall_t:3147 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:0.9201 +2026-01-07 11:16:29 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:540.75 total_reward_ma:541.29 loss:0.0513 fps:1324 +frame:4.18e+06 wall_t:3156 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:0.7075 +2026-01-07 11:16:37 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:542.25 total_reward_ma:541.46 loss:0.02494 fps:1324 +frame:4.19e+06 wall_t:3165 t:261875 epi:nan +opt_step:65440 lr:0.0001453 clip_eps:0.1 entropy:0.9369 +2026-01-07 11:16:45 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:552.45 total_reward_ma:541.78 loss:0.01955 fps:1324 +frame:4.20e+06 wall_t:3172 t:262500 epi:nan +opt_step:65600 lr:0.000145 clip_eps:0.1 entropy:0.835 +2026-01-07 11:16:52 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:562.85 total_reward_ma:542.14 loss:0.01258 fps:1324 +frame:4.21e+06 wall_t:3179 t:263125 epi:nan +opt_step:65760 lr:0.0001448 clip_eps:0.1 entropy:0.6687 +2026-01-07 11:17:00 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:565.10 total_reward_ma:542.56 loss:0.02758 fps:1324 +frame:4.22e+06 wall_t:3187 t:263750 epi:nan +opt_step:65920 lr:0.0001445 clip_eps:0.1 entropy:1.007 +2026-01-07 11:17:08 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:564.55 total_reward_ma:542.95 loss:0.04999 fps:1324 +frame:4.23e+06 wall_t:3195 t:264375 epi:nan +opt_step:66080 lr:0.0001443 clip_eps:0.1 entropy:0.6073 +2026-01-07 11:17:16 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:556.10 total_reward_ma:543.24 loss:0.05044 fps:1324 +frame:4.24e+06 wall_t:3203 t:265000 epi:nan +opt_step:66240 lr:0.000144 clip_eps:0.1 entropy:0.9823 +2026-01-07 11:17:23 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:557.40 total_reward_ma:543.62 loss:0.04798 fps:1324 +frame:4.25e+06 wall_t:3211 t:265625 epi:nan +opt_step:66400 lr:0.0001438 clip_eps:0.1 entropy:0.9174 +2026-01-07 11:17:31 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:562.50 total_reward_ma:544.02 loss:0.01465 fps:1324 +frame:4.26e+06 wall_t:3218 t:266250 epi:nan +opt_step:66560 lr:0.0001435 clip_eps:0.1 entropy:0.8459 +2026-01-07 11:17:38 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:557.30 total_reward_ma:544.45 loss:0.006989 fps:1324 +frame:4.27e+06 wall_t:3225 t:266875 epi:nan +opt_step:66688 lr:0.0001433 clip_eps:0.1 entropy:0.9474 +2026-01-07 11:17:45 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:545.20 total_reward_ma:544.78 loss:0.02801 fps:1324 +frame:4.28e+06 wall_t:3233 t:267500 epi:nan +opt_step:66848 lr:0.000143 clip_eps:0.1 entropy:0.9863 +2026-01-07 11:17:53 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:541.85 total_reward_ma:545.11 loss:0.03297 fps:1324 +frame:4.29e+06 wall_t:3240 t:268125 epi:nan +opt_step:67008 lr:0.0001428 clip_eps:0.1 entropy:0.8625 +2026-01-07 11:18:01 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:529.45 total_reward_ma:545.35 loss:0.0248 fps:1324 +frame:4.30e+06 wall_t:3248 t:268750 epi:nan +opt_step:67168 lr:0.0001425 clip_eps:0.1 entropy:1.004 +2026-01-07 11:18:08 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:539.60 total_reward_ma:545.66 loss:0.0211 fps:1324 +frame:4.31e+06 wall_t:3255 t:269375 epi:nan +opt_step:67328 lr:0.0001423 clip_eps:0.1 entropy:0.9035 +2026-01-07 11:18:16 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:542.05 total_reward_ma:546.02 loss:0.04264 fps:1324 +frame:4.32e+06 wall_t:3263 t:270000 epi:nan +opt_step:67488 lr:0.000142 clip_eps:0.1 entropy:0.8483 +2026-01-07 11:18:24 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:540.30 total_reward_ma:546.27 loss:0.03633 fps:1324 +frame:4.33e+06 wall_t:3271 t:270625 epi:nan +opt_step:67648 lr:0.0001418 clip_eps:0.1 entropy:0.8978 +2026-01-07 11:18:32 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:536.90 total_reward_ma:546.47 loss:0.01934 fps:1324 +frame:4.34e+06 wall_t:3279 t:271250 epi:nan +opt_step:67808 lr:0.0001415 clip_eps:0.1 entropy:0.946 +2026-01-07 11:18:39 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:542.35 total_reward_ma:546.57 loss:0.02114 fps:1324 +frame:4.35e+06 wall_t:3286 t:271875 epi:nan +opt_step:67968 lr:0.0001413 clip_eps:0.1 entropy:0.7541 +2026-01-07 11:18:46 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:550.75 total_reward_ma:546.74 loss:0.02813 fps:1324 +frame:4.36e+06 wall_t:3293 t:272500 epi:nan +opt_step:68096 lr:0.000141 clip_eps:0.1 entropy:0.934 +2026-01-07 11:18:54 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:552.90 total_reward_ma:546.79 loss:0.03727 fps:1324 +frame:4.37e+06 wall_t:3301 t:273125 epi:nan +opt_step:68256 lr:0.0001408 clip_eps:0.1 entropy:0.8956 +2026-01-07 11:19:01 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:561.10 total_reward_ma:546.84 loss:0.03104 fps:1324 +frame:4.38e+06 wall_t:3308 t:273750 epi:nan +opt_step:68416 lr:0.0001405 clip_eps:0.1 entropy:0.8061 +2026-01-07 11:19:08 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:557.35 total_reward_ma:546.86 loss:0.04673 fps:1324 +frame:4.39e+06 wall_t:3316 t:274375 epi:nan +opt_step:68576 lr:0.0001403 clip_eps:0.1 entropy:0.9165 +2026-01-07 11:19:15 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:555.75 total_reward_ma:546.89 loss:0.01274 fps:1324 +frame:4.40e+06 wall_t:3323 t:275000 epi:nan +opt_step:68736 lr:0.00014 clip_eps:0.1 entropy:0.7887 +2026-01-07 11:19:23 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:556.75 total_reward_ma:547.07 loss:0.02317 fps:1324 +frame:4.41e+06 wall_t:3330 t:275625 epi:nan +opt_step:68896 lr:0.0001398 clip_eps:0.1 entropy:0.6956 +2026-01-07 11:19:31 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:555.05 total_reward_ma:547.28 loss:0.05122 fps:1324 +frame:4.42e+06 wall_t:3338 t:276250 epi:nan +opt_step:69056 lr:0.0001395 clip_eps:0.1 entropy:0.938 +2026-01-07 11:19:38 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:558.40 total_reward_ma:547.57 loss:0.03724 fps:1324 +frame:4.43e+06 wall_t:3346 t:276875 epi:nan +opt_step:69216 lr:0.0001393 clip_eps:0.1 entropy:0.7051 +2026-01-07 11:19:45 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:554.50 total_reward_ma:547.86 loss:0.04049 fps:1325 +frame:4.44e+06 wall_t:3352 t:277500 epi:nan +opt_step:69344 lr:0.000139 clip_eps:0.1 entropy:1.013 +2026-01-07 11:19:53 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:549.65 total_reward_ma:548.18 loss:0.01846 fps:1324 +frame:4.45e+06 wall_t:3360 t:278125 epi:nan +opt_step:69504 lr:0.0001388 clip_eps:0.1 entropy:0.8391 +2026-01-07 11:20:01 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:554.55 total_reward_ma:548.66 loss:0.03893 fps:1324 +frame:4.46e+06 wall_t:3368 t:278750 epi:nan +opt_step:69664 lr:0.0001385 clip_eps:0.1 entropy:0.8224 +2026-01-07 11:20:08 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:551.90 total_reward_ma:549.14 loss:0.04871 fps:1324 +frame:4.47e+06 wall_t:3375 t:279375 epi:nan +opt_step:69824 lr:0.0001383 clip_eps:0.1 entropy:0.9498 +2026-01-07 11:20:16 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:545.65 total_reward_ma:549.57 loss:0.05371 fps:1324 +frame:4.48e+06 wall_t:3383 t:280000 epi:nan +opt_step:69984 lr:0.000138 clip_eps:0.1 entropy:0.784 +2026-01-07 11:20:23 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:550.45 total_reward_ma:549.86 loss:0.0235 fps:1324 +frame:4.49e+06 wall_t:3391 t:280625 epi:nan +opt_step:70144 lr:0.0001378 clip_eps:0.1 entropy:0.6716 +2026-01-07 11:20:31 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:551.70 total_reward_ma:550.20 loss:0.02441 fps:1324 +frame:4.50e+06 wall_t:3398 t:281250 epi:nan +opt_step:70304 lr:0.0001375 clip_eps:0.1 entropy:0.8525 +2026-01-07 11:20:38 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:542.60 total_reward_ma:550.43 loss:0.04254 fps:1325 +frame:4.51e+06 wall_t:3405 t:281875 epi:nan +opt_step:70464 lr:0.0001373 clip_eps:0.1 entropy:0.9082 +2026-01-07 11:20:46 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:545.20 total_reward_ma:550.64 loss:0.04195 fps:1324 +frame:4.52e+06 wall_t:3413 t:282500 epi:nan +opt_step:70624 lr:0.000137 clip_eps:0.1 entropy:0.6824 +2026-01-07 11:20:52 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:549.25 total_reward_ma:550.83 loss:0.02603 fps:1325 +frame:4.53e+06 wall_t:3419 t:283125 epi:nan +opt_step:70752 lr:0.0001368 clip_eps:0.1 entropy:0.8428 +2026-01-07 11:20:59 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:557.60 total_reward_ma:551.02 loss:0.04302 fps:1325 +frame:4.54e+06 wall_t:3426 t:283750 epi:nan +opt_step:70912 lr:0.0001365 clip_eps:0.1 entropy:0.9177 +2026-01-07 11:21:08 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:566.60 total_reward_ma:551.25 loss:0.04135 fps:1325 +frame:4.55e+06 wall_t:3435 t:284375 epi:nan +opt_step:71072 lr:0.0001363 clip_eps:0.1 entropy:0.7813 +2026-01-07 11:21:15 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:567.75 total_reward_ma:551.48 loss:0.02845 fps:1325 +frame:4.56e+06 wall_t:3442 t:285000 epi:nan +opt_step:71232 lr:0.000136 clip_eps:0.1 entropy:0.8555 +2026-01-07 11:21:23 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:571.35 total_reward_ma:551.83 loss:0.0408 fps:1325 +frame:4.57e+06 wall_t:3450 t:285625 epi:nan +opt_step:71392 lr:0.0001358 clip_eps:0.1 entropy:0.7903 +2026-01-07 11:21:31 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:566.05 total_reward_ma:552.08 loss:0.04241 fps:1324 +frame:4.58e+06 wall_t:3458 t:286250 epi:nan +opt_step:71552 lr:0.0001355 clip_eps:0.1 entropy:0.8653 +2026-01-07 11:21:39 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:566.30 total_reward_ma:552.35 loss:0.06933 fps:1324 +frame:4.59e+06 wall_t:3466 t:286875 epi:nan +opt_step:71712 lr:0.0001353 clip_eps:0.1 entropy:0.8945 +2026-01-07 11:21:47 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:573.55 total_reward_ma:552.62 loss:0.04334 fps:1324 +frame:4.60e+06 wall_t:3474 t:287500 epi:nan +opt_step:71872 lr:0.000135 clip_eps:0.1 entropy:0.9677 +2026-01-07 11:21:54 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:570.30 total_reward_ma:552.89 loss:0.02444 fps:1324 +frame:4.61e+06 wall_t:3481 t:288125 epi:nan +opt_step:72000 lr:0.0001348 clip_eps:0.1 entropy:0.9024 +2026-01-07 11:22:02 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:561.50 total_reward_ma:553.00 loss:0.02134 fps:1324 +frame:4.62e+06 wall_t:3489 t:288750 epi:nan +opt_step:72160 lr:0.0001345 clip_eps:0.1 entropy:0.658 +2026-01-07 11:22:09 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:570.20 total_reward_ma:553.26 loss:0.02026 fps:1324 +frame:4.63e+06 wall_t:3496 t:289375 epi:nan +opt_step:72320 lr:0.0001343 clip_eps:0.1 entropy:0.6757 +2026-01-07 11:22:16 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:574.05 total_reward_ma:553.62 loss:0.01789 fps:1324 +frame:4.64e+06 wall_t:3504 t:290000 epi:nan +opt_step:72480 lr:0.000134 clip_eps:0.1 entropy:0.7769 +2026-01-07 11:22:24 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:570.75 total_reward_ma:554.01 loss:0.02271 fps:1324 +frame:4.65e+06 wall_t:3511 t:290625 epi:nan +opt_step:72640 lr:0.0001338 clip_eps:0.1 entropy:0.8838 +2026-01-07 11:22:31 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:573.95 total_reward_ma:554.53 loss:0.02261 fps:1324 +frame:4.66e+06 wall_t:3519 t:291250 epi:nan +opt_step:72800 lr:0.0001335 clip_eps:0.1 entropy:0.7758 +2026-01-07 11:22:40 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:587.55 total_reward_ma:555.10 loss:0.0496 fps:1324 +frame:4.67e+06 wall_t:3527 t:291875 epi:nan +opt_step:72960 lr:0.0001333 clip_eps:0.1 entropy:0.8767 +2026-01-07 11:22:47 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:591.95 total_reward_ma:555.74 loss:0.06803 fps:1324 +frame:4.68e+06 wall_t:3534 t:292500 epi:nan +opt_step:73120 lr:0.000133 clip_eps:0.1 entropy:0.8247 +2026-01-07 11:22:55 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:599.00 total_reward_ma:556.47 loss:0.02936 fps:1324 +frame:4.69e+06 wall_t:3542 t:293125 epi:nan +opt_step:73280 lr:0.0001328 clip_eps:0.1 entropy:0.6689 +2026-01-07 11:23:01 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:604.30 total_reward_ma:557.30 loss:0.02216 fps:1325 +frame:4.70e+06 wall_t:3548 t:293750 epi:nan +opt_step:73408 lr:0.0001325 clip_eps:0.1 entropy:0.6762 +2026-01-07 11:23:09 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:606.15 total_reward_ma:558.00 loss:0.03047 fps:1325 +frame:4.71e+06 wall_t:3556 t:294375 epi:nan +opt_step:73568 lr:0.0001323 clip_eps:0.1 entropy:0.7767 +2026-01-07 11:23:16 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:603.15 total_reward_ma:558.54 loss:0.06404 fps:1324 +frame:4.72e+06 wall_t:3564 t:295000 epi:nan +opt_step:73728 lr:0.000132 clip_eps:0.1 entropy:0.9097 +2026-01-07 11:23:25 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:605.00 total_reward_ma:559.07 loss:0.06312 fps:1324 +frame:4.73e+06 wall_t:3572 t:295625 epi:nan +opt_step:73888 lr:0.0001318 clip_eps:0.1 entropy:0.8547 +2026-01-07 11:23:33 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:595.70 total_reward_ma:559.38 loss:0.05928 fps:1324 +frame:4.74e+06 wall_t:3580 t:296250 epi:nan +opt_step:74048 lr:0.0001315 clip_eps:0.1 entropy:0.8743 +2026-01-07 11:23:41 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:593.10 total_reward_ma:559.68 loss:0.02281 fps:1324 +frame:4.75e+06 wall_t:3588 t:296875 epi:nan +opt_step:74208 lr:0.0001313 clip_eps:0.1 entropy:0.7037 +2026-01-07 11:23:50 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:572.75 total_reward_ma:559.78 loss:0.03485 fps:1323 +frame:4.76e+06 wall_t:3597 t:297500 epi:nan +opt_step:74368 lr:0.000131 clip_eps:0.1 entropy:0.9268 +2026-01-07 11:23:59 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:567.90 total_reward_ma:559.78 loss:0.0271 fps:1323 +frame:4.77e+06 wall_t:3606 t:298125 epi:nan +opt_step:74528 lr:0.0001308 clip_eps:0.1 entropy:0.8482 +2026-01-07 11:24:05 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:569.35 total_reward_ma:559.69 loss:0.03734 fps:1323 +frame:4.78e+06 wall_t:3612 t:298750 epi:nan +opt_step:74656 lr:0.0001306 clip_eps:0.1 entropy:0.876 +2026-01-07 11:24:12 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:562.10 total_reward_ma:559.61 loss:0.04469 fps:1323 +frame:4.79e+06 wall_t:3620 t:299375 epi:nan +opt_step:74816 lr:0.0001303 clip_eps:0.1 entropy:0.811 +2026-01-07 11:24:20 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:567.50 total_reward_ma:559.70 loss:0.03514 fps:1323 +frame:4.80e+06 wall_t:3627 t:300000 epi:nan +opt_step:74976 lr:0.00013 clip_eps:0.1 entropy:0.6096 +2026-01-07 11:24:27 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:550.60 total_reward_ma:559.53 loss:0.04754 fps:1323 +frame:4.81e+06 wall_t:3635 t:300625 epi:nan +opt_step:75136 lr:0.0001298 clip_eps:0.1 entropy:0.8111 +2026-01-07 11:24:34 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:565.20 total_reward_ma:559.55 loss:0.02872 fps:1323 +frame:4.82e+06 wall_t:3642 t:301250 epi:nan +opt_step:75296 lr:0.0001295 clip_eps:0.1 entropy:0.5959 +2026-01-07 11:24:42 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:577.35 total_reward_ma:559.69 loss:0.0477 fps:1324 +frame:4.83e+06 wall_t:3649 t:301875 epi:nan +opt_step:75456 lr:0.0001293 clip_eps:0.1 entropy:0.7212 +2026-01-07 11:24:49 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:579.25 total_reward_ma:559.87 loss:0.03167 fps:1324 +frame:4.84e+06 wall_t:3656 t:302500 epi:nan +opt_step:75616 lr:0.000129 clip_eps:0.1 entropy:0.7669 +2026-01-07 11:24:57 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:590.25 total_reward_ma:560.19 loss:0.04424 fps:1324 +frame:4.85e+06 wall_t:3664 t:303125 epi:nan +opt_step:75776 lr:0.0001288 clip_eps:0.1 entropy:0.819 +2026-01-07 11:25:05 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:583.95 total_reward_ma:560.53 loss:0.03206 fps:1323 +frame:4.86e+06 wall_t:3673 t:303750 epi:nan +opt_step:75936 lr:0.0001285 clip_eps:0.1 entropy:0.8872 +2026-01-07 11:25:12 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:578.45 total_reward_ma:560.79 loss:-5.547e-05 fps:1324 +frame:4.87e+06 wall_t:3679 t:304375 epi:nan +opt_step:76064 lr:0.0001283 clip_eps:0.1 entropy:0.7017 +2026-01-07 11:25:19 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:571.50 total_reward_ma:560.95 loss:0.01794 fps:1324 +frame:4.88e+06 wall_t:3687 t:305000 epi:nan +opt_step:76224 lr:0.000128 clip_eps:0.1 entropy:0.7474 +2026-01-07 11:25:28 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:557.70 total_reward_ma:561.07 loss:0.03472 fps:1323 +frame:4.89e+06 wall_t:3695 t:305625 epi:nan +opt_step:76384 lr:0.0001278 clip_eps:0.1 entropy:0.8904 +2026-01-07 11:25:35 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:558.70 total_reward_ma:561.20 loss:0.02796 fps:1324 +frame:4.90e+06 wall_t:3702 t:306250 epi:nan +opt_step:76544 lr:0.0001275 clip_eps:0.1 entropy:0.8875 +2026-01-07 11:25:42 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:551.15 total_reward_ma:561.29 loss:0.03675 fps:1324 +frame:4.91e+06 wall_t:3709 t:306875 epi:nan +opt_step:76704 lr:0.0001273 clip_eps:0.1 entropy:0.7705 +2026-01-07 11:25:51 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:547.45 total_reward_ma:561.33 loss:0.04422 fps:1323 +frame:4.92e+06 wall_t:3718 t:307500 epi:nan +opt_step:76864 lr:0.000127 clip_eps:0.1 entropy:0.8358 +2026-01-07 11:25:57 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:551.65 total_reward_ma:561.34 loss:0.01636 fps:1324 +frame:4.93e+06 wall_t:3724 t:308125 epi:nan +opt_step:77024 lr:0.0001268 clip_eps:0.1 entropy:0.8032 +2026-01-07 11:26:04 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:553.10 total_reward_ma:561.31 loss:0.04632 fps:1324 +frame:4.94e+06 wall_t:3732 t:308750 epi:nan +opt_step:77184 lr:0.0001265 clip_eps:0.1 entropy:0.8488 +2026-01-07 11:26:12 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:569.25 total_reward_ma:561.38 loss:0.05944 fps:1324 +frame:4.95e+06 wall_t:3739 t:309375 epi:nan +opt_step:77312 lr:0.0001263 clip_eps:0.1 entropy:0.8356 +2026-01-07 11:26:20 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:567.65 total_reward_ma:561.38 loss:0.05139 fps:1324 +frame:4.96e+06 wall_t:3747 t:310000 epi:nan +opt_step:77472 lr:0.000126 clip_eps:0.1 entropy:0.879 +2026-01-07 11:26:28 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:567.10 total_reward_ma:561.39 loss:0.03193 fps:1324 +frame:4.97e+06 wall_t:3755 t:310625 epi:nan +opt_step:77632 lr:0.0001258 clip_eps:0.1 entropy:0.708 +2026-01-07 11:26:35 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:577.60 total_reward_ma:561.54 loss:0.06877 fps:1324 +frame:4.98e+06 wall_t:3762 t:311250 epi:nan +opt_step:77792 lr:0.0001255 clip_eps:0.1 entropy:0.9661 +2026-01-07 11:26:42 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:574.05 total_reward_ma:561.63 loss:0.06965 fps:1324 +frame:4.99e+06 wall_t:3769 t:311875 epi:nan +opt_step:77952 lr:0.0001253 clip_eps:0.1 entropy:0.8608 +2026-01-07 11:26:50 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:572.05 total_reward_ma:561.77 loss:0.05155 fps:1324 +frame:5.00e+06 wall_t:3777 t:312500 epi:nan +opt_step:78112 lr:0.000125 clip_eps:0.1 entropy:0.9254 +2026-01-07 11:26:56 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:577.60 total_reward_ma:561.94 loss:0.02195 fps:1324 +frame:5.01e+06 wall_t:3784 t:313125 epi:nan +opt_step:78272 lr:0.0001248 clip_eps:0.1 entropy:0.6763 +2026-01-07 11:27:04 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:580.50 total_reward_ma:562.16 loss:0.01279 fps:1324 +frame:5.02e+06 wall_t:3791 t:313750 epi:nan +opt_step:78432 lr:0.0001245 clip_eps:0.1 entropy:0.758 +2026-01-07 11:27:11 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:572.25 total_reward_ma:562.31 loss:0.02299 fps:1324 +frame:5.03e+06 wall_t:3798 t:314375 epi:nan +opt_step:78592 lr:0.0001243 clip_eps:0.1 entropy:0.8683 +2026-01-07 11:27:18 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:571.80 total_reward_ma:562.54 loss:0.01948 fps:1325 +frame:5.04e+06 wall_t:3805 t:315000 epi:nan +opt_step:78720 lr:0.000124 clip_eps:0.1 entropy:1.042 +2026-01-07 11:27:27 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:571.30 total_reward_ma:562.71 loss:0.03405 fps:1324 +frame:5.05e+06 wall_t:3814 t:315625 epi:nan +opt_step:78880 lr:0.0001238 clip_eps:0.1 entropy:0.7453 +2026-01-07 11:27:34 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:575.85 total_reward_ma:562.89 loss:0.02238 fps:1324 +frame:5.06e+06 wall_t:3821 t:316250 epi:nan +opt_step:79040 lr:0.0001235 clip_eps:0.1 entropy:0.7316 +2026-01-07 11:27:41 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:570.50 total_reward_ma:562.99 loss:0.01999 fps:1324 +frame:5.07e+06 wall_t:3828 t:316875 epi:nan +opt_step:79200 lr:0.0001233 clip_eps:0.1 entropy:0.7865 +2026-01-07 11:27:49 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:575.45 total_reward_ma:563.10 loss:0.0395 fps:1324 +frame:5.08e+06 wall_t:3836 t:317500 epi:nan +opt_step:79360 lr:0.000123 clip_eps:0.1 entropy:0.8776 +2026-01-07 11:27:56 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:576.20 total_reward_ma:563.28 loss:0.02028 fps:1324 +frame:5.09e+06 wall_t:3843 t:318125 epi:nan +opt_step:79520 lr:0.0001228 clip_eps:0.1 entropy:0.8192 +2026-01-07 11:28:04 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:567.20 total_reward_ma:563.43 loss:0.04911 fps:1324 +frame:5.10e+06 wall_t:3851 t:318750 epi:nan +opt_step:79680 lr:0.0001225 clip_eps:0.1 entropy:0.8748 +2026-01-07 11:28:12 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:565.30 total_reward_ma:563.57 loss:0.05786 fps:1324 +frame:5.11e+06 wall_t:3859 t:319375 epi:nan +opt_step:79840 lr:0.0001223 clip_eps:0.1 entropy:0.9361 +2026-01-07 11:28:19 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:561.40 total_reward_ma:563.70 loss:0.03106 fps:1324 +frame:5.12e+06 wall_t:3866 t:320000 epi:nan +opt_step:80000 lr:0.000122 clip_eps:0.1 entropy:0.9172 +2026-01-07 11:28:25 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:562.75 total_reward_ma:563.89 loss:0.03832 fps:1325 +frame:5.13e+06 wall_t:3872 t:320625 epi:nan +opt_step:80128 lr:0.0001218 clip_eps:0.1 entropy:0.9243 +2026-01-07 11:28:32 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:560.35 total_reward_ma:564.05 loss:0.04033 fps:1325 +frame:5.14e+06 wall_t:3879 t:321250 epi:nan +opt_step:80288 lr:0.0001215 clip_eps:0.1 entropy:0.9656 +2026-01-07 11:28:40 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:560.30 total_reward_ma:564.26 loss:0.02795 fps:1325 +frame:5.15e+06 wall_t:3887 t:321875 epi:nan +opt_step:80448 lr:0.0001213 clip_eps:0.1 entropy:0.9179 +2026-01-07 11:28:47 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:555.40 total_reward_ma:564.34 loss:0.03853 fps:1325 +frame:5.16e+06 wall_t:3894 t:322500 epi:nan +opt_step:80608 lr:0.000121 clip_eps:0.1 entropy:0.8455 +2026-01-07 11:28:54 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:550.20 total_reward_ma:564.36 loss:0.06074 fps:1325 +frame:5.17e+06 wall_t:3901 t:323125 epi:nan +opt_step:80768 lr:0.0001208 clip_eps:0.1 entropy:0.9072 +2026-01-07 11:29:02 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:552.05 total_reward_ma:564.48 loss:0.02011 fps:1325 +frame:5.18e+06 wall_t:3909 t:323750 epi:nan +opt_step:80928 lr:0.0001205 clip_eps:0.1 entropy:0.8865 +2026-01-07 11:29:10 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:571.55 total_reward_ma:564.77 loss:0.05585 fps:1325 +frame:5.19e+06 wall_t:3917 t:324375 epi:nan +opt_step:81088 lr:0.0001203 clip_eps:0.1 entropy:0.7491 +2026-01-07 11:29:18 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:571.20 total_reward_ma:564.96 loss:0.009278 fps:1325 +frame:5.20e+06 wall_t:3925 t:325000 epi:nan +opt_step:81248 lr:0.00012 clip_eps:0.1 entropy:0.8464 +2026-01-07 11:29:24 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:578.35 total_reward_ma:565.11 loss:0.05991 fps:1325 +frame:5.21e+06 wall_t:3931 t:325625 epi:nan +opt_step:81376 lr:0.0001198 clip_eps:0.1 entropy:0.9214 +2026-01-07 11:29:32 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:581.35 total_reward_ma:565.27 loss:0.03924 fps:1325 +frame:5.22e+06 wall_t:3939 t:326250 epi:nan +opt_step:81536 lr:0.0001195 clip_eps:0.1 entropy:0.9586 +2026-01-07 11:29:40 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:577.70 total_reward_ma:565.41 loss:0.05006 fps:1325 +frame:5.23e+06 wall_t:3947 t:326875 epi:nan +opt_step:81696 lr:0.0001193 clip_eps:0.1 entropy:0.7505 +2026-01-07 11:29:47 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:577.35 total_reward_ma:565.62 loss:0.05314 fps:1325 +frame:5.24e+06 wall_t:3954 t:327500 epi:nan +opt_step:81856 lr:0.000119 clip_eps:0.1 entropy:0.9492 +2026-01-07 11:29:54 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:582.55 total_reward_ma:565.87 loss:0.03507 fps:1325 +frame:5.25e+06 wall_t:3961 t:328125 epi:nan +opt_step:82016 lr:0.0001188 clip_eps:0.1 entropy:0.8826 +2026-01-07 11:30:02 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:581.55 total_reward_ma:566.06 loss:0.04124 fps:1325 +frame:5.26e+06 wall_t:3969 t:328750 epi:nan +opt_step:82176 lr:0.0001185 clip_eps:0.1 entropy:0.9784 +2026-01-07 11:30:09 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:568.25 total_reward_ma:566.17 loss:0.01446 fps:1325 +frame:5.27e+06 wall_t:3976 t:329375 epi:nan +opt_step:82336 lr:0.0001183 clip_eps:0.1 entropy:0.8418 +2026-01-07 11:30:17 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:577.35 total_reward_ma:566.49 loss:0.03655 fps:1325 +frame:5.28e+06 wall_t:3984 t:330000 epi:nan +opt_step:82496 lr:0.000118 clip_eps:0.1 entropy:0.8996 +2026-01-07 11:30:24 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:576.55 total_reward_ma:566.84 loss:0.04086 fps:1325 +frame:5.29e+06 wall_t:3991 t:330625 epi:nan +opt_step:82656 lr:0.0001178 clip_eps:0.1 entropy:0.9384 +2026-01-07 11:30:31 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:583.65 total_reward_ma:567.38 loss:0.04068 fps:1325 +frame:5.30e+06 wall_t:3999 t:331250 epi:nan +opt_step:82784 lr:0.0001175 clip_eps:0.1 entropy:1.005 +2026-01-07 11:30:39 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:585.70 total_reward_ma:567.84 loss:0.01618 fps:1325 +frame:5.31e+06 wall_t:4007 t:331875 epi:nan +opt_step:82944 lr:0.0001173 clip_eps:0.1 entropy:0.7732 +2026-01-07 11:30:47 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:589.05 total_reward_ma:568.31 loss:0.06673 fps:1325 +frame:5.32e+06 wall_t:4014 t:332500 epi:nan +opt_step:83104 lr:0.000117 clip_eps:0.1 entropy:0.9171 +2026-01-07 11:30:54 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:582.10 total_reward_ma:568.73 loss:0.009821 fps:1326 +frame:5.33e+06 wall_t:4021 t:333125 epi:nan +opt_step:83264 lr:0.0001168 clip_eps:0.1 entropy:0.9787 +2026-01-07 11:31:01 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:583.20 total_reward_ma:569.19 loss:0.03425 fps:1326 +frame:5.34e+06 wall_t:4028 t:333750 epi:nan +opt_step:83424 lr:0.0001165 clip_eps:0.1 entropy:0.9067 +2026-01-07 11:31:09 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:585.20 total_reward_ma:569.62 loss:0.01754 fps:1326 +frame:5.35e+06 wall_t:4036 t:334375 epi:nan +opt_step:83584 lr:0.0001163 clip_eps:0.1 entropy:0.9461 +2026-01-07 11:31:17 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:582.10 total_reward_ma:569.93 loss:0.02039 fps:1325 +frame:5.36e+06 wall_t:4044 t:335000 epi:nan +opt_step:83744 lr:0.000116 clip_eps:0.1 entropy:0.8518 +2026-01-07 11:31:24 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:575.20 total_reward_ma:570.16 loss:0.02351 fps:1326 +frame:5.37e+06 wall_t:4051 t:335625 epi:nan +opt_step:83904 lr:0.0001158 clip_eps:0.1 entropy:0.7671 +2026-01-07 11:31:31 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:569.90 total_reward_ma:570.24 loss:0.09608 fps:1326 +frame:5.38e+06 wall_t:4058 t:336250 epi:nan +opt_step:84032 lr:0.0001155 clip_eps:0.1 entropy:0.9724 +2026-01-07 11:31:39 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:565.20 total_reward_ma:570.32 loss:0.01025 fps:1326 +frame:5.39e+06 wall_t:4066 t:336875 epi:nan +opt_step:84192 lr:0.0001153 clip_eps:0.1 entropy:0.9281 +2026-01-07 11:31:47 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:562.70 total_reward_ma:570.39 loss:0.04998 fps:1325 +frame:5.40e+06 wall_t:4074 t:337500 epi:nan +opt_step:84352 lr:0.000115 clip_eps:0.1 entropy:0.8973 +2026-01-07 11:31:54 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:561.65 total_reward_ma:570.44 loss:0.03947 fps:1326 +frame:5.41e+06 wall_t:4081 t:338125 epi:nan +opt_step:84512 lr:0.0001148 clip_eps:0.1 entropy:0.8758 +2026-01-07 11:32:02 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:562.90 total_reward_ma:570.52 loss:0.02869 fps:1326 +frame:5.42e+06 wall_t:4089 t:338750 epi:nan +opt_step:84672 lr:0.0001145 clip_eps:0.1 entropy:0.6971 +2026-01-07 11:32:09 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:564.95 total_reward_ma:570.59 loss:0.04304 fps:1326 +frame:5.43e+06 wall_t:4096 t:339375 epi:nan +opt_step:84832 lr:0.0001143 clip_eps:0.1 entropy:0.9382 +2026-01-07 11:32:17 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:582.55 total_reward_ma:570.87 loss:0.08222 fps:1326 +frame:5.44e+06 wall_t:4104 t:340000 epi:nan +opt_step:84992 lr:0.000114 clip_eps:0.1 entropy:0.8983 +2026-01-07 11:32:25 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:571.55 total_reward_ma:571.09 loss:0.04019 fps:1325 +frame:5.45e+06 wall_t:4112 t:340625 epi:nan +opt_step:85152 lr:0.0001138 clip_eps:0.1 entropy:0.8642 +2026-01-07 11:32:33 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:570.10 total_reward_ma:571.24 loss:0.01919 fps:1325 +frame:5.46e+06 wall_t:4120 t:341250 epi:nan +opt_step:85312 lr:0.0001135 clip_eps:0.1 entropy:0.7522 +2026-01-07 11:32:40 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:573.70 total_reward_ma:571.46 loss:0.0578 fps:1325 +frame:5.47e+06 wall_t:4127 t:341875 epi:nan +opt_step:85440 lr:0.0001133 clip_eps:0.1 entropy:0.9256 +2026-01-07 11:32:49 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:578.20 total_reward_ma:571.78 loss:0.03899 fps:1325 +frame:5.48e+06 wall_t:4136 t:342500 epi:nan +opt_step:85600 lr:0.000113 clip_eps:0.1 entropy:0.7132 +2026-01-07 11:32:56 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:575.20 total_reward_ma:572.03 loss:0.0127 fps:1325 +frame:5.49e+06 wall_t:4143 t:343125 epi:nan +opt_step:85760 lr:0.0001128 clip_eps:0.1 entropy:0.7338 +2026-01-07 11:33:04 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:582.40 total_reward_ma:572.34 loss:0.05453 fps:1325 +frame:5.50e+06 wall_t:4152 t:343750 epi:nan +opt_step:85920 lr:0.0001125 clip_eps:0.1 entropy:0.781 +2026-01-07 11:33:12 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:583.50 total_reward_ma:572.75 loss:0.04678 fps:1325 +frame:5.51e+06 wall_t:4159 t:344375 epi:nan +opt_step:86080 lr:0.0001123 clip_eps:0.1 entropy:0.7172 +2026-01-07 11:33:19 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:562.45 total_reward_ma:572.92 loss:0.06851 fps:1325 +frame:5.52e+06 wall_t:4166 t:345000 epi:nan +opt_step:86240 lr:0.000112 clip_eps:0.1 entropy:1.03 +2026-01-07 11:33:26 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:563.75 total_reward_ma:573.06 loss:0.07618 fps:1325 +frame:5.53e+06 wall_t:4173 t:345625 epi:nan +opt_step:86400 lr:0.0001118 clip_eps:0.1 entropy:0.8992 +2026-01-07 11:33:34 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:576.25 total_reward_ma:573.25 loss:0.02576 fps:1325 +frame:5.54e+06 wall_t:4181 t:346250 epi:nan +opt_step:86560 lr:0.0001115 clip_eps:0.1 entropy:0.9156 +2026-01-07 11:33:41 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:579.60 total_reward_ma:573.38 loss:0.04723 fps:1325 +frame:5.55e+06 wall_t:4188 t:346875 epi:nan +opt_step:86688 lr:0.0001113 clip_eps:0.1 entropy:0.8587 +2026-01-07 11:33:49 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:573.40 total_reward_ma:573.44 loss:0.07894 fps:1325 +frame:5.56e+06 wall_t:4196 t:347500 epi:nan +opt_step:86848 lr:0.000111 clip_eps:0.1 entropy:0.81 +2026-01-07 11:33:57 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:578.85 total_reward_ma:573.51 loss:0.02607 fps:1325 +frame:5.57e+06 wall_t:4204 t:348125 epi:nan +opt_step:87008 lr:0.0001108 clip_eps:0.1 entropy:0.7659 +2026-01-07 11:34:04 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:579.65 total_reward_ma:573.65 loss:0.007201 fps:1325 +frame:5.58e+06 wall_t:4211 t:348750 epi:nan +opt_step:87168 lr:0.0001105 clip_eps:0.1 entropy:0.7282 +2026-01-07 11:34:12 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:580.65 total_reward_ma:573.79 loss:0.03408 fps:1325 +frame:5.59e+06 wall_t:4219 t:349375 epi:nan +opt_step:87328 lr:0.0001103 clip_eps:0.1 entropy:0.9343 +2026-01-07 11:34:20 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:585.30 total_reward_ma:573.91 loss:0.01678 fps:1325 +frame:5.60e+06 wall_t:4227 t:350000 epi:nan +opt_step:87488 lr:0.00011 clip_eps:0.1 entropy:0.8033 +2026-01-07 11:34:27 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:589.50 total_reward_ma:574.10 loss:0.03941 fps:1325 +frame:5.61e+06 wall_t:4235 t:350625 epi:nan +opt_step:87648 lr:0.0001098 clip_eps:0.1 entropy:0.8985 +2026-01-07 11:34:35 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:584.15 total_reward_ma:574.33 loss:0.03253 fps:1325 +frame:5.62e+06 wall_t:4242 t:351250 epi:nan +opt_step:87808 lr:0.0001095 clip_eps:0.1 entropy:0.7742 +2026-01-07 11:34:42 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:580.45 total_reward_ma:574.43 loss:0.01914 fps:1325 +frame:5.63e+06 wall_t:4250 t:351875 epi:nan +opt_step:87968 lr:0.0001093 clip_eps:0.1 entropy:0.8706 +2026-01-07 11:34:50 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:594.30 total_reward_ma:574.63 loss:0.03871 fps:1325 +frame:5.64e+06 wall_t:4257 t:352500 epi:nan +opt_step:88096 lr:0.000109 clip_eps:0.1 entropy:0.9136 +2026-01-07 11:34:58 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:589.10 total_reward_ma:574.82 loss:0.02451 fps:1325 +frame:5.65e+06 wall_t:4265 t:353125 epi:nan +opt_step:88256 lr:0.0001088 clip_eps:0.1 entropy:0.7189 +2026-01-07 11:35:05 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:597.25 total_reward_ma:575.05 loss:0.003911 fps:1325 +frame:5.66e+06 wall_t:4272 t:353750 epi:nan +opt_step:88416 lr:0.0001085 clip_eps:0.1 entropy:0.7221 +2026-01-07 11:35:14 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:602.55 total_reward_ma:575.20 loss:0.02699 fps:1324 +frame:5.67e+06 wall_t:4281 t:354375 epi:nan +opt_step:88576 lr:0.0001083 clip_eps:0.1 entropy:0.8955 +2026-01-07 11:35:21 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:601.85 total_reward_ma:575.30 loss:0.03917 fps:1324 +frame:5.68e+06 wall_t:4289 t:355000 epi:nan +opt_step:88736 lr:0.000108 clip_eps:0.1 entropy:0.9336 +2026-01-07 11:35:29 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:604.75 total_reward_ma:575.36 loss:0.02853 fps:1324 +frame:5.69e+06 wall_t:4297 t:355625 epi:nan +opt_step:88896 lr:0.0001078 clip_eps:0.1 entropy:0.6594 +2026-01-07 11:35:37 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:607.20 total_reward_ma:575.39 loss:0.03472 fps:1324 +frame:5.70e+06 wall_t:4304 t:356250 epi:nan +opt_step:89056 lr:0.0001075 clip_eps:0.1 entropy:0.7109 +2026-01-07 11:35:46 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:609.40 total_reward_ma:575.42 loss:0.05205 fps:1324 +frame:5.71e+06 wall_t:4313 t:356875 epi:nan +opt_step:89216 lr:0.0001073 clip_eps:0.1 entropy:0.9125 +2026-01-07 11:35:53 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:613.60 total_reward_ma:575.52 loss:0.04355 fps:1324 +frame:5.72e+06 wall_t:4320 t:357500 epi:nan +opt_step:89344 lr:0.000107 clip_eps:0.1 entropy:0.985 +2026-01-07 11:36:01 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:613.20 total_reward_ma:575.60 loss:0.05598 fps:1324 +frame:5.73e+06 wall_t:4328 t:358125 epi:nan +opt_step:89504 lr:0.0001068 clip_eps:0.1 entropy:0.8222 +2026-01-07 11:36:09 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:614.35 total_reward_ma:575.79 loss:0.02579 fps:1324 +frame:5.74e+06 wall_t:4336 t:358750 epi:nan +opt_step:89664 lr:0.0001065 clip_eps:0.1 entropy:0.866 +2026-01-07 11:36:17 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:608.10 total_reward_ma:575.94 loss:0.03488 fps:1324 +frame:5.75e+06 wall_t:4344 t:359375 epi:nan +opt_step:89824 lr:0.0001063 clip_eps:0.1 entropy:0.9301 +2026-01-07 11:36:25 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:614.15 total_reward_ma:576.36 loss:0.05583 fps:1324 +frame:5.76e+06 wall_t:4352 t:360000 epi:nan +opt_step:89984 lr:0.000106 clip_eps:0.1 entropy:0.8692 +2026-01-07 11:36:32 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:612.25 total_reward_ma:576.80 loss:0.08107 fps:1324 +frame:5.77e+06 wall_t:4359 t:360625 epi:nan +opt_step:90144 lr:0.0001058 clip_eps:0.1 entropy:0.9038 +2026-01-07 11:36:39 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:619.70 total_reward_ma:577.30 loss:0.02378 fps:1324 +frame:5.78e+06 wall_t:4366 t:361250 epi:nan +opt_step:90304 lr:0.0001055 clip_eps:0.1 entropy:0.8783 +2026-01-07 11:36:46 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:613.70 total_reward_ma:577.82 loss:0.05963 fps:1324 +frame:5.79e+06 wall_t:4373 t:361875 epi:nan +opt_step:90464 lr:0.0001053 clip_eps:0.1 entropy:0.8909 +2026-01-07 11:36:52 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:612.70 total_reward_ma:578.27 loss:0.0262 fps:1325 +frame:5.80e+06 wall_t:4379 t:362500 epi:nan +opt_step:90624 lr:0.000105 clip_eps:0.1 entropy:0.9435 +2026-01-07 11:36:58 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:619.65 total_reward_ma:578.96 loss:0.01186 fps:1325 +frame:5.81e+06 wall_t:4385 t:363125 epi:nan +opt_step:90752 lr:0.0001048 clip_eps:0.1 entropy:0.869 +2026-01-07 11:37:04 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:629.50 total_reward_ma:579.60 loss:0.02323 fps:1325 +frame:5.82e+06 wall_t:4391 t:363750 epi:nan +opt_step:90912 lr:0.0001045 clip_eps:0.1 entropy:0.8436 +2026-01-07 11:37:12 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:626.65 total_reward_ma:580.10 loss:0.06015 fps:1325 +frame:5.83e+06 wall_t:4399 t:364375 epi:nan +opt_step:91072 lr:0.0001043 clip_eps:0.1 entropy:0.8926 +2026-01-07 11:37:19 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:631.15 total_reward_ma:580.62 loss:0.06206 fps:1325 +frame:5.84e+06 wall_t:4407 t:365000 epi:nan +opt_step:91232 lr:0.000104 clip_eps:0.1 entropy:0.9091 +2026-01-07 11:37:27 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:620.35 total_reward_ma:580.92 loss:0.02801 fps:1325 +frame:5.85e+06 wall_t:4415 t:365625 epi:nan +opt_step:91392 lr:0.0001038 clip_eps:0.1 entropy:0.9398 +2026-01-07 11:37:35 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:609.70 total_reward_ma:581.17 loss:0.03089 fps:1325 +frame:5.86e+06 wall_t:4422 t:366250 epi:nan +opt_step:91552 lr:0.0001035 clip_eps:0.1 entropy:0.9001 +2026-01-07 11:37:42 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:611.60 total_reward_ma:581.51 loss:0.02098 fps:1325 +frame:5.87e+06 wall_t:4429 t:366875 epi:nan +opt_step:91712 lr:0.0001033 clip_eps:0.1 entropy:0.689 +2026-01-07 11:37:49 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:605.70 total_reward_ma:581.85 loss:0.007307 fps:1326 +frame:5.88e+06 wall_t:4436 t:367500 epi:nan +opt_step:91872 lr:0.000103 clip_eps:0.1 entropy:0.9143 +2026-01-07 11:37:56 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:593.45 total_reward_ma:582.21 loss:0.04847 fps:1326 +frame:5.89e+06 wall_t:4443 t:368125 epi:nan +opt_step:92000 lr:0.0001028 clip_eps:0.1 entropy:0.8635 +2026-01-07 11:38:03 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:577.50 total_reward_ma:582.39 loss:0.03055 fps:1326 +frame:5.90e+06 wall_t:4451 t:368750 epi:nan +opt_step:92160 lr:0.0001025 clip_eps:0.1 entropy:0.8312 +2026-01-07 11:38:10 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:585.30 total_reward_ma:582.73 loss:0.05197 fps:1326 +frame:5.91e+06 wall_t:4457 t:369375 epi:nan +opt_step:92320 lr:0.0001023 clip_eps:0.1 entropy:1.048 +2026-01-07 11:38:17 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:581.50 total_reward_ma:583.08 loss:0.03562 fps:1326 +frame:5.92e+06 wall_t:4464 t:370000 epi:nan +opt_step:92480 lr:0.000102 clip_eps:0.1 entropy:0.8893 +2026-01-07 11:38:23 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:583.40 total_reward_ma:583.39 loss:0.001957 fps:1327 +frame:5.93e+06 wall_t:4470 t:370625 epi:nan +opt_step:92640 lr:0.0001018 clip_eps:0.1 entropy:0.6993 +2026-01-07 11:38:30 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:579.50 total_reward_ma:583.66 loss:0.02771 fps:1327 +frame:5.94e+06 wall_t:4477 t:371250 epi:nan +opt_step:92800 lr:0.0001015 clip_eps:0.1 entropy:0.8062 +2026-01-07 11:38:36 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:605.65 total_reward_ma:584.02 loss:0.04548 fps:1327 +frame:5.95e+06 wall_t:4484 t:371875 epi:nan +opt_step:92960 lr:0.0001013 clip_eps:0.1 entropy:0.8549 +2026-01-07 11:38:43 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:607.65 total_reward_ma:584.42 loss:0.01588 fps:1327 +frame:5.96e+06 wall_t:4490 t:372500 epi:nan +opt_step:93120 lr:0.000101 clip_eps:0.1 entropy:0.8179 +2026-01-07 11:38:50 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:621.90 total_reward_ma:584.97 loss:0.01896 fps:1328 +frame:5.97e+06 wall_t:4497 t:373125 epi:nan +opt_step:93280 lr:0.0001008 clip_eps:0.1 entropy:0.8632 +2026-01-07 11:38:57 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:619.00 total_reward_ma:585.38 loss:0.05792 fps:1328 +frame:5.98e+06 wall_t:4504 t:373750 epi:nan +opt_step:93408 lr:0.0001005 clip_eps:0.1 entropy:0.9253 +2026-01-07 11:39:06 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:620.50 total_reward_ma:585.85 loss:0.008726 fps:1327 +frame:5.99e+06 wall_t:4513 t:374375 epi:nan +opt_step:93568 lr:0.0001003 clip_eps:0.1 entropy:0.7451 +2026-01-07 11:39:14 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:616.10 total_reward_ma:586.29 loss:0.05031 fps:1327 +frame:6.00e+06 wall_t:4521 t:375000 epi:nan +opt_step:93728 lr:0.0001 clip_eps:0.1 entropy:0.7601 +2026-01-07 11:39:21 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:618.75 total_reward_ma:586.70 loss:0.0395 fps:1327 +frame:6.01e+06 wall_t:4528 t:375625 epi:nan +opt_step:93888 lr:9.978e-05 clip_eps:0.1 entropy:0.9676 +2026-01-07 11:39:30 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:627.70 total_reward_ma:587.17 loss:0.03822 fps:1327 +frame:6.02e+06 wall_t:4537 t:376250 epi:nan +opt_step:94048 lr:9.952e-05 clip_eps:0.1 entropy:0.9229 +2026-01-07 11:39:37 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:625.05 total_reward_ma:587.70 loss:0.03593 fps:1327 +frame:6.03e+06 wall_t:4544 t:376875 epi:nan +opt_step:94208 lr:9.927e-05 clip_eps:0.1 entropy:0.7705 +2026-01-07 11:39:44 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:612.60 total_reward_ma:588.11 loss:0.04894 fps:1327 +frame:6.04e+06 wall_t:4551 t:377500 epi:nan +opt_step:94368 lr:9.901e-05 clip_eps:0.1 entropy:0.9777 +2026-01-07 11:39:50 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:607.55 total_reward_ma:588.47 loss:0.09559 fps:1328 +frame:6.05e+06 wall_t:4557 t:378125 epi:nan +opt_step:94528 lr:9.876e-05 clip_eps:0.1 entropy:0.7835 +2026-01-07 11:39:57 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:610.35 total_reward_ma:588.81 loss:0.04321 fps:1328 +frame:6.06e+06 wall_t:4564 t:378750 epi:nan +opt_step:94656 lr:9.855e-05 clip_eps:0.1 entropy:0.9436 +2026-01-07 11:40:02 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:605.55 total_reward_ma:589.17 loss:0.02411 fps:1329 +frame:6.07e+06 wall_t:4569 t:379375 epi:nan +opt_step:94816 lr:9.829e-05 clip_eps:0.1 entropy:0.8556 +2026-01-07 11:40:08 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:602.05 total_reward_ma:589.43 loss:0.03725 fps:1329 +frame:6.08e+06 wall_t:4575 t:380000 epi:nan +opt_step:94976 lr:9.804e-05 clip_eps:0.1 entropy:0.7155 +2026-01-07 11:40:13 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:600.00 total_reward_ma:589.67 loss:0.03997 fps:1329 +frame:6.09e+06 wall_t:4581 t:380625 epi:nan +opt_step:95136 lr:9.778e-05 clip_eps:0.1 entropy:0.7975 +2026-01-07 11:40:19 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:612.60 total_reward_ma:590.12 loss:0.03438 fps:1330 +frame:6.10e+06 wall_t:4587 t:381250 epi:nan +opt_step:95296 lr:9.753e-05 clip_eps:0.1 entropy:0.8365 +2026-01-07 11:40:26 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:599.90 total_reward_ma:590.47 loss:0.02669 fps:1330 +frame:6.11e+06 wall_t:4593 t:381875 epi:nan +opt_step:95456 lr:9.727e-05 clip_eps:0.1 entropy:0.9165 +2026-01-07 11:40:32 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:591.40 total_reward_ma:590.77 loss:0.04694 fps:1330 +frame:6.12e+06 wall_t:4600 t:382500 epi:nan +opt_step:95616 lr:9.701e-05 clip_eps:0.1 entropy:0.7893 +2026-01-07 11:40:39 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:591.75 total_reward_ma:591.06 loss:0.04585 fps:1331 +frame:6.13e+06 wall_t:4606 t:383125 epi:nan +opt_step:95776 lr:9.676e-05 clip_eps:0.1 entropy:0.8492 +2026-01-07 11:40:45 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:598.10 total_reward_ma:591.44 loss:0.07482 fps:1331 +frame:6.14e+06 wall_t:4612 t:383750 epi:nan +opt_step:95936 lr:9.65e-05 clip_eps:0.1 entropy:0.8977 +2026-01-07 11:40:52 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:614.30 total_reward_ma:591.98 loss:0.03854 fps:1331 +frame:6.15e+06 wall_t:4619 t:384375 epi:nan +opt_step:96064 lr:9.63e-05 clip_eps:0.1 entropy:0.8888 +2026-01-07 11:40:58 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:612.65 total_reward_ma:592.55 loss:0.05793 fps:1332 +frame:6.16e+06 wall_t:4625 t:385000 epi:nan +opt_step:96224 lr:9.604e-05 clip_eps:0.1 entropy:0.7702 +2026-01-07 11:41:04 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:616.60 total_reward_ma:593.21 loss:0.04588 fps:1332 +frame:6.17e+06 wall_t:4632 t:385625 epi:nan +opt_step:96384 lr:9.579e-05 clip_eps:0.1 entropy:0.9211 +2026-01-07 11:41:11 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:618.80 total_reward_ma:593.88 loss:0.03489 fps:1332 +frame:6.18e+06 wall_t:4638 t:386250 epi:nan +opt_step:96544 lr:9.553e-05 clip_eps:0.1 entropy:1.007 +2026-01-07 11:41:17 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:610.95 total_reward_ma:594.27 loss:0.02365 fps:1333 +frame:6.19e+06 wall_t:4644 t:386875 epi:nan +opt_step:96704 lr:9.527e-05 clip_eps:0.1 entropy:0.9252 +2026-01-07 11:41:24 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:619.80 total_reward_ma:594.76 loss:0.03289 fps:1333 +frame:6.20e+06 wall_t:4651 t:387500 epi:nan +opt_step:96864 lr:9.502e-05 clip_eps:0.1 entropy:0.7925 +2026-01-07 11:41:30 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:626.75 total_reward_ma:595.24 loss:0.01588 fps:1333 +frame:6.21e+06 wall_t:4657 t:388125 epi:nan +opt_step:97024 lr:9.476e-05 clip_eps:0.1 entropy:0.8028 +2026-01-07 11:41:37 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:621.40 total_reward_ma:595.65 loss:0.05751 fps:1334 +frame:6.22e+06 wall_t:4664 t:388750 epi:nan +opt_step:97184 lr:9.451e-05 clip_eps:0.1 entropy:0.9573 +2026-01-07 11:41:43 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:618.00 total_reward_ma:596.05 loss:0.05062 fps:1334 +frame:6.23e+06 wall_t:4670 t:389375 epi:nan +opt_step:97312 lr:9.43e-05 clip_eps:0.1 entropy:1.064 +2026-01-07 11:41:49 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:610.30 total_reward_ma:596.38 loss:0.04748 fps:1334 +frame:6.24e+06 wall_t:4676 t:390000 epi:nan +opt_step:97472 lr:9.404e-05 clip_eps:0.1 entropy:1.047 +2026-01-07 11:41:56 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:614.10 total_reward_ma:596.69 loss:0.06304 fps:1335 +frame:6.25e+06 wall_t:4683 t:390625 epi:nan +opt_step:97632 lr:9.379e-05 clip_eps:0.1 entropy:0.9743 +2026-01-07 11:42:02 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:614.90 total_reward_ma:597.03 loss:0.02044 fps:1335 +frame:6.26e+06 wall_t:4690 t:391250 epi:nan +opt_step:97792 lr:9.353e-05 clip_eps:0.1 entropy:0.9988 +2026-01-07 11:42:09 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:613.55 total_reward_ma:597.48 loss:0.03811 fps:1335 +frame:6.27e+06 wall_t:4696 t:391875 epi:nan +opt_step:97952 lr:9.328e-05 clip_eps:0.1 entropy:0.9876 +2026-01-07 11:42:16 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:610.05 total_reward_ma:597.81 loss:0.03192 fps:1335 +frame:6.28e+06 wall_t:4703 t:392500 epi:nan +opt_step:98112 lr:9.302e-05 clip_eps:0.1 entropy:1.002 +2026-01-07 11:42:23 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:605.05 total_reward_ma:598.09 loss:0.03831 fps:1335 +frame:6.29e+06 wall_t:4710 t:393125 epi:nan +opt_step:98272 lr:9.276e-05 clip_eps:0.1 entropy:0.9583 +2026-01-07 11:42:29 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:622.05 total_reward_ma:598.48 loss:0.02332 fps:1336 +frame:6.30e+06 wall_t:4716 t:393750 epi:nan +opt_step:98432 lr:9.251e-05 clip_eps:0.1 entropy:0.8898 +2026-01-07 11:42:36 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:637.80 total_reward_ma:599.00 loss:0.057 fps:1336 +frame:6.31e+06 wall_t:4723 t:394375 epi:nan +opt_step:98592 lr:9.225e-05 clip_eps:0.1 entropy:0.9836 +2026-01-07 11:42:41 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:625.95 total_reward_ma:599.37 loss:0.02651 fps:1336 +frame:6.32e+06 wall_t:4729 t:395000 epi:nan +opt_step:98720 lr:9.205e-05 clip_eps:0.1 entropy:1.062 +2026-01-07 11:42:48 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:618.90 total_reward_ma:599.73 loss:0.02232 fps:1337 +frame:6.33e+06 wall_t:4735 t:395625 epi:nan +opt_step:98880 lr:9.179e-05 clip_eps:0.1 entropy:0.8534 +2026-01-07 11:42:55 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:623.40 total_reward_ma:600.14 loss:0.002887 fps:1337 +frame:6.34e+06 wall_t:4742 t:396250 epi:nan +opt_step:99040 lr:9.154e-05 clip_eps:0.1 entropy:0.8891 +2026-01-07 11:43:01 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:615.30 total_reward_ma:600.44 loss:0.01134 fps:1337 +frame:6.35e+06 wall_t:4748 t:396875 epi:nan +opt_step:99200 lr:9.128e-05 clip_eps:0.1 entropy:0.8152 +2026-01-07 11:43:08 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:614.95 total_reward_ma:600.76 loss:0.03481 fps:1338 +frame:6.36e+06 wall_t:4755 t:397500 epi:nan +opt_step:99360 lr:9.102e-05 clip_eps:0.1 entropy:1.08 +2026-01-07 11:43:16 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:615.60 total_reward_ma:601.17 loss:0.003808 fps:1337 +frame:6.37e+06 wall_t:4763 t:398125 epi:nan +opt_step:99520 lr:9.077e-05 clip_eps:0.1 entropy:1.104 +2026-01-07 11:43:23 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:627.05 total_reward_ma:601.74 loss:0.05643 fps:1338 +frame:6.38e+06 wall_t:4770 t:398750 epi:nan +opt_step:99680 lr:9.051e-05 clip_eps:0.1 entropy:0.9286 +2026-01-07 11:43:30 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:605.30 total_reward_ma:602.14 loss:0.09465 fps:1338 +frame:6.39e+06 wall_t:4777 t:399375 epi:nan +opt_step:99840 lr:9.026e-05 clip_eps:0.1 entropy:0.8594 +2026-01-07 11:43:37 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:599.15 total_reward_ma:602.51 loss:0.04236 fps:1338 +frame:6.40e+06 wall_t:4784 t:400000 epi:nan +opt_step:100000 lr:9e-05 clip_eps:0.1 entropy:0.9122 +2026-01-07 11:43:43 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:608.35 total_reward_ma:602.97 loss:0.05204 fps:1338 +frame:6.41e+06 wall_t:4790 t:400625 epi:nan +opt_step:100128 lr:8.98e-05 clip_eps:0.1 entropy:0.8615 +2026-01-07 11:43:49 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:616.35 total_reward_ma:603.51 loss:0.07084 fps:1338 +frame:6.42e+06 wall_t:4797 t:401250 epi:nan +opt_step:100288 lr:8.954e-05 clip_eps:0.1 entropy:0.9431 +2026-01-07 11:43:57 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:622.70 total_reward_ma:604.08 loss:0.04628 fps:1338 +frame:6.43e+06 wall_t:4804 t:401875 epi:nan +opt_step:100448 lr:8.928e-05 clip_eps:0.1 entropy:0.9566 +2026-01-07 11:44:03 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:622.90 total_reward_ma:604.49 loss:0.05576 fps:1339 +frame:6.44e+06 wall_t:4811 t:402500 epi:nan +opt_step:100608 lr:8.903e-05 clip_eps:0.1 entropy:1.046 +2026-01-07 11:44:10 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:616.95 total_reward_ma:604.94 loss:0.0228 fps:1339 +frame:6.45e+06 wall_t:4817 t:403125 epi:nan +opt_step:100768 lr:8.877e-05 clip_eps:0.1 entropy:0.9805 +2026-01-07 11:44:17 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:624.70 total_reward_ma:605.49 loss:0.04432 fps:1339 +frame:6.46e+06 wall_t:4824 t:403750 epi:nan +opt_step:100928 lr:8.852e-05 clip_eps:0.1 entropy:0.9368 +2026-01-07 11:44:23 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:617.85 total_reward_ma:605.93 loss:0.04907 fps:1339 +frame:6.47e+06 wall_t:4831 t:404375 epi:nan +opt_step:101088 lr:8.826e-05 clip_eps:0.1 entropy:0.8582 +2026-01-07 11:44:30 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:636.20 total_reward_ma:606.51 loss:0.03643 fps:1340 +frame:6.48e+06 wall_t:4837 t:405000 epi:nan +opt_step:101248 lr:8.8e-05 clip_eps:0.1 entropy:0.8173 +2026-01-07 11:44:36 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:648.95 total_reward_ma:607.25 loss:0.04451 fps:1340 +frame:6.49e+06 wall_t:4843 t:405625 epi:nan +opt_step:101376 lr:8.78e-05 clip_eps:0.1 entropy:0.8344 +2026-01-07 11:44:42 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:647.35 total_reward_ma:607.90 loss:0.03687 fps:1340 +frame:6.50e+06 wall_t:4849 t:406250 epi:nan +opt_step:101536 lr:8.754e-05 clip_eps:0.1 entropy:0.858 +2026-01-07 11:44:49 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:654.80 total_reward_ma:608.61 loss:0.04286 fps:1341 +frame:6.51e+06 wall_t:4856 t:406875 epi:nan +opt_step:101696 lr:8.729e-05 clip_eps:0.1 entropy:0.924 +2026-01-07 11:44:56 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:645.95 total_reward_ma:609.44 loss:0.02831 fps:1341 +frame:6.52e+06 wall_t:4863 t:407500 epi:nan +opt_step:101856 lr:8.703e-05 clip_eps:0.1 entropy:0.9146 +2026-01-07 11:45:02 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:655.50 total_reward_ma:610.36 loss:0.03224 fps:1341 +frame:6.53e+06 wall_t:4869 t:408125 epi:nan +opt_step:102016 lr:8.677e-05 clip_eps:0.1 entropy:0.8677 +2026-01-07 11:45:09 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:665.25 total_reward_ma:611.25 loss:0.05147 fps:1341 +frame:6.54e+06 wall_t:4876 t:408750 epi:nan +opt_step:102176 lr:8.652e-05 clip_eps:0.1 entropy:1.054 +2026-01-07 11:45:15 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:664.10 total_reward_ma:612.10 loss:0.02424 fps:1342 +frame:6.55e+06 wall_t:4882 t:409375 epi:nan +opt_step:102336 lr:8.626e-05 clip_eps:0.1 entropy:0.8392 +2026-01-07 11:45:22 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:650.20 total_reward_ma:612.87 loss:0.06787 fps:1342 +frame:6.56e+06 wall_t:4889 t:410000 epi:nan +opt_step:102496 lr:8.601e-05 clip_eps:0.1 entropy:0.7274 +2026-01-07 11:45:28 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:636.05 total_reward_ma:613.44 loss:0.07862 fps:1342 +frame:6.57e+06 wall_t:4895 t:410625 epi:nan +opt_step:102656 lr:8.575e-05 clip_eps:0.1 entropy:0.7431 +2026-01-07 11:45:34 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:624.20 total_reward_ma:613.88 loss:0.02776 fps:1343 +frame:6.58e+06 wall_t:4901 t:411250 epi:nan +opt_step:102784 lr:8.555e-05 clip_eps:0.1 entropy:0.8263 +2026-01-07 11:45:41 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:618.65 total_reward_ma:614.26 loss:0.04499 fps:1343 +frame:6.59e+06 wall_t:4908 t:411875 epi:nan +opt_step:102944 lr:8.529e-05 clip_eps:0.1 entropy:0.8773 +2026-01-07 11:45:48 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:619.75 total_reward_ma:614.61 loss:0.04058 fps:1343 +frame:6.60e+06 wall_t:4915 t:412500 epi:nan +opt_step:103104 lr:8.503e-05 clip_eps:0.1 entropy:0.8618 +2026-01-07 11:45:55 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:609.00 total_reward_ma:614.80 loss:0.04308 fps:1343 +frame:6.61e+06 wall_t:4922 t:413125 epi:nan +opt_step:103264 lr:8.478e-05 clip_eps:0.1 entropy:0.7396 +2026-01-07 11:46:01 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:612.15 total_reward_ma:615.08 loss:0.05988 fps:1343 +frame:6.62e+06 wall_t:4928 t:413750 epi:nan +opt_step:103424 lr:8.452e-05 clip_eps:0.1 entropy:0.6713 +2026-01-07 11:46:08 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:601.30 total_reward_ma:615.29 loss:0.04324 fps:1343 +frame:6.63e+06 wall_t:4935 t:414375 epi:nan +opt_step:103584 lr:8.427e-05 clip_eps:0.1 entropy:0.808 +2026-01-07 11:46:14 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:601.85 total_reward_ma:615.37 loss:0.01733 fps:1344 +frame:6.64e+06 wall_t:4941 t:415000 epi:nan +opt_step:103744 lr:8.401e-05 clip_eps:0.1 entropy:0.9186 +2026-01-07 11:46:21 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:615.50 total_reward_ma:615.63 loss:0.08124 fps:1344 +frame:6.65e+06 wall_t:4948 t:415625 epi:nan +opt_step:103904 lr:8.375e-05 clip_eps:0.1 entropy:0.9725 +2026-01-07 11:46:27 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:611.65 total_reward_ma:615.77 loss:0.0423 fps:1344 +frame:6.66e+06 wall_t:4954 t:416250 epi:nan +opt_step:104032 lr:8.355e-05 clip_eps:0.1 entropy:0.6357 +2026-01-07 11:46:33 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:607.60 total_reward_ma:615.83 loss:0.02258 fps:1344 +frame:6.67e+06 wall_t:4961 t:416875 epi:nan +opt_step:104192 lr:8.329e-05 clip_eps:0.1 entropy:0.7536 +2026-01-07 11:46:40 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:605.15 total_reward_ma:615.86 loss:0.04765 fps:1345 +frame:6.68e+06 wall_t:4967 t:417500 epi:nan +opt_step:104352 lr:8.304e-05 clip_eps:0.1 entropy:0.8894 +2026-01-07 11:46:47 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:602.20 total_reward_ma:615.83 loss:0.01599 fps:1345 +frame:6.69e+06 wall_t:4974 t:418125 epi:nan +opt_step:104512 lr:8.278e-05 clip_eps:0.1 entropy:0.9557 +2026-01-07 11:46:54 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:607.35 total_reward_ma:615.83 loss:0.06888 fps:1345 +frame:6.70e+06 wall_t:4981 t:418750 epi:nan +opt_step:104672 lr:8.252e-05 clip_eps:0.1 entropy:0.7359 +2026-01-07 11:47:00 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:598.45 total_reward_ma:615.72 loss:0.01656 fps:1345 +frame:6.71e+06 wall_t:4987 t:419375 epi:nan +opt_step:104832 lr:8.227e-05 clip_eps:0.1 entropy:0.9118 +2026-01-07 11:47:07 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:604.40 total_reward_ma:615.63 loss:0.06123 fps:1346 +frame:6.72e+06 wall_t:4994 t:420000 epi:nan +opt_step:104992 lr:8.201e-05 clip_eps:0.1 entropy:0.8899 +2026-01-07 11:47:13 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:594.35 total_reward_ma:615.44 loss:0.05748 fps:1346 +frame:6.73e+06 wall_t:5000 t:420625 epi:nan +opt_step:105152 lr:8.176e-05 clip_eps:0.1 entropy:0.8897 +2026-01-07 11:47:19 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:600.95 total_reward_ma:615.31 loss:0.08753 fps:1346 +frame:6.74e+06 wall_t:5007 t:421250 epi:nan +opt_step:105312 lr:8.15e-05 clip_eps:0.1 entropy:0.9144 +2026-01-07 11:47:25 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:610.15 total_reward_ma:615.33 loss:0.02227 fps:1346 +frame:6.75e+06 wall_t:5013 t:421875 epi:nan +opt_step:105440 lr:8.13e-05 clip_eps:0.1 entropy:0.7803 +2026-01-07 11:47:32 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:621.80 total_reward_ma:615.41 loss:0.03631 fps:1347 +frame:6.76e+06 wall_t:5019 t:422500 epi:nan +opt_step:105600 lr:8.104e-05 clip_eps:0.1 entropy:0.9685 +2026-01-07 11:47:38 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:635.60 total_reward_ma:615.64 loss:0.05527 fps:1347 +frame:6.77e+06 wall_t:5025 t:423125 epi:nan +opt_step:105760 lr:8.078e-05 clip_eps:0.1 entropy:0.8124 +2026-01-07 11:47:45 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:636.40 total_reward_ma:615.81 loss:0.02405 fps:1347 +frame:6.78e+06 wall_t:5032 t:423750 epi:nan +opt_step:105920 lr:8.053e-05 clip_eps:0.1 entropy:0.7471 +2026-01-07 11:47:52 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:637.70 total_reward_ma:616.05 loss:0.03611 fps:1347 +frame:6.79e+06 wall_t:5039 t:424375 epi:nan +opt_step:106080 lr:8.027e-05 clip_eps:0.1 entropy:0.8379 +2026-01-07 11:47:59 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:644.90 total_reward_ma:616.37 loss:0.04991 fps:1348 +frame:6.80e+06 wall_t:5046 t:425000 epi:nan +opt_step:106240 lr:8.002e-05 clip_eps:0.1 entropy:0.972 +2026-01-07 11:48:06 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:639.05 total_reward_ma:616.56 loss:0.04111 fps:1348 +frame:6.81e+06 wall_t:5053 t:425625 epi:nan +opt_step:106400 lr:7.976e-05 clip_eps:0.1 entropy:0.7907 +2026-01-07 11:48:13 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:648.65 total_reward_ma:616.76 loss:0.007941 fps:1348 +frame:6.82e+06 wall_t:5060 t:426250 epi:nan +opt_step:106560 lr:7.95e-05 clip_eps:0.1 entropy:0.7348 +2026-01-07 11:48:19 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:643.30 total_reward_ma:616.92 loss:0.02953 fps:1348 +frame:6.83e+06 wall_t:5066 t:426875 epi:nan +opt_step:106688 lr:7.93e-05 clip_eps:0.1 entropy:0.871 +2026-01-07 11:48:25 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:633.00 total_reward_ma:616.94 loss:0.04826 fps:1349 +frame:6.84e+06 wall_t:5072 t:427500 epi:nan +opt_step:106848 lr:7.904e-05 clip_eps:0.1 entropy:0.9093 +2026-01-07 11:48:32 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:619.65 total_reward_ma:616.93 loss:0.01625 fps:1349 +frame:6.85e+06 wall_t:5079 t:428125 epi:nan +opt_step:107008 lr:7.879e-05 clip_eps:0.1 entropy:0.8717 +2026-01-07 11:48:38 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:624.30 total_reward_ma:617.08 loss:0.02561 fps:1349 +frame:6.86e+06 wall_t:5085 t:428750 epi:nan +opt_step:107168 lr:7.853e-05 clip_eps:0.1 entropy:0.8827 +2026-01-07 11:48:44 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:623.10 total_reward_ma:617.19 loss:0.01508 fps:1349 +frame:6.87e+06 wall_t:5091 t:429375 epi:nan +opt_step:107328 lr:7.828e-05 clip_eps:0.1 entropy:0.8218 +2026-01-07 11:48:51 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:622.20 total_reward_ma:617.36 loss:0.04877 fps:1350 +frame:6.88e+06 wall_t:5098 t:430000 epi:nan +opt_step:107488 lr:7.802e-05 clip_eps:0.1 entropy:1.024 +2026-01-07 11:48:58 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:630.05 total_reward_ma:617.73 loss:0.02598 fps:1350 +frame:6.89e+06 wall_t:5105 t:430625 epi:nan +opt_step:107648 lr:7.776e-05 clip_eps:0.1 entropy:0.9176 +2026-01-07 11:49:05 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:651.20 total_reward_ma:618.46 loss:0.03177 fps:1350 +frame:6.90e+06 wall_t:5112 t:431250 epi:nan +opt_step:107808 lr:7.751e-05 clip_eps:0.1 entropy:0.8655 +2026-01-07 11:49:11 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:646.70 total_reward_ma:619.08 loss:0.04206 fps:1350 +frame:6.91e+06 wall_t:5118 t:431875 epi:nan +opt_step:107968 lr:7.725e-05 clip_eps:0.1 entropy:0.8344 +2026-01-07 11:49:17 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:653.35 total_reward_ma:619.79 loss:0.02052 fps:1351 +frame:6.92e+06 wall_t:5124 t:432500 epi:nan +opt_step:108096 lr:7.705e-05 clip_eps:0.1 entropy:0.7984 +2026-01-07 11:49:24 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:661.45 total_reward_ma:620.58 loss:0.04995 fps:1351 +frame:6.93e+06 wall_t:5131 t:433125 epi:nan +opt_step:108256 lr:7.679e-05 clip_eps:0.1 entropy:0.9014 +2026-01-07 11:49:30 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:660.90 total_reward_ma:621.39 loss:0.09867 fps:1351 +frame:6.94e+06 wall_t:5138 t:433750 epi:nan +opt_step:108416 lr:7.653e-05 clip_eps:0.1 entropy:0.8771 +2026-01-07 11:49:37 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:664.60 total_reward_ma:621.98 loss:0.04926 fps:1351 +frame:6.95e+06 wall_t:5145 t:434375 epi:nan +opt_step:108576 lr:7.628e-05 clip_eps:0.1 entropy:0.9116 +2026-01-07 11:49:44 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:669.65 total_reward_ma:622.60 loss:0.05548 fps:1351 +frame:6.96e+06 wall_t:5151 t:435000 epi:nan +opt_step:108736 lr:7.602e-05 clip_eps:0.1 entropy:0.7405 +2026-01-07 11:49:51 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:671.00 total_reward_ma:623.09 loss:0.03926 fps:1351 +frame:6.97e+06 wall_t:5158 t:435625 epi:nan +opt_step:108896 lr:7.577e-05 clip_eps:0.1 entropy:0.7886 +2026-01-07 11:49:57 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:669.10 total_reward_ma:623.59 loss:0.005164 fps:1351 +frame:6.98e+06 wall_t:5165 t:436250 epi:nan +opt_step:109056 lr:7.551e-05 clip_eps:0.1 entropy:0.8497 +2026-01-07 11:50:04 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:656.00 total_reward_ma:623.95 loss:0.008254 fps:1352 +frame:6.99e+06 wall_t:5171 t:436875 epi:nan +opt_step:109216 lr:7.525e-05 clip_eps:0.1 entropy:0.8635 +2026-01-07 11:50:10 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:642.55 total_reward_ma:624.21 loss:0.03219 fps:1352 +frame:7.00e+06 wall_t:5177 t:437500 epi:nan +opt_step:109344 lr:7.505e-05 clip_eps:0.1 entropy:0.9242 +2026-01-07 11:50:17 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:644.75 total_reward_ma:624.47 loss:0.02714 fps:1352 +frame:7.01e+06 wall_t:5184 t:438125 epi:nan +opt_step:109504 lr:7.479e-05 clip_eps:0.1 entropy:0.777 +2026-01-07 11:50:23 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:649.30 total_reward_ma:624.69 loss:0.008471 fps:1353 +frame:7.02e+06 wall_t:5190 t:438750 epi:nan +opt_step:109664 lr:7.454e-05 clip_eps:0.1 entropy:0.7151 +2026-01-07 11:50:30 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:643.25 total_reward_ma:624.87 loss:0.02578 fps:1353 +frame:7.03e+06 wall_t:5197 t:439375 epi:nan +opt_step:109824 lr:7.428e-05 clip_eps:0.1 entropy:0.7917 +2026-01-07 11:50:37 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:651.25 total_reward_ma:625.25 loss:0.04651 fps:1353 +frame:7.04e+06 wall_t:5204 t:440000 epi:nan +opt_step:109984 lr:7.403e-05 clip_eps:0.1 entropy:0.9752 +2026-01-07 11:50:44 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:648.00 total_reward_ma:625.66 loss:0.03595 fps:1353 +frame:7.05e+06 wall_t:5211 t:440625 epi:nan +opt_step:110144 lr:7.377e-05 clip_eps:0.1 entropy:1.058 +2026-01-07 11:50:51 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:648.70 total_reward_ma:626.04 loss:0.03812 fps:1353 +frame:7.06e+06 wall_t:5218 t:441250 epi:nan +opt_step:110304 lr:7.351e-05 clip_eps:0.1 entropy:0.8246 +2026-01-07 11:50:58 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:653.40 total_reward_ma:626.52 loss:0.03561 fps:1353 +frame:7.07e+06 wall_t:5225 t:441875 epi:nan +opt_step:110464 lr:7.326e-05 clip_eps:0.1 entropy:0.9932 +2026-01-07 11:51:04 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:639.30 total_reward_ma:626.89 loss:0.07947 fps:1353 +frame:7.08e+06 wall_t:5231 t:442500 epi:nan +opt_step:110624 lr:7.3e-05 clip_eps:0.1 entropy:0.827 +2026-01-07 11:51:10 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:646.65 total_reward_ma:627.36 loss:0.04721 fps:1354 +frame:7.09e+06 wall_t:5238 t:443125 epi:nan +opt_step:110752 lr:7.28e-05 clip_eps:0.1 entropy:0.9447 +2026-01-07 11:51:17 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:653.45 total_reward_ma:627.77 loss:0.07809 fps:1354 +frame:7.10e+06 wall_t:5244 t:443750 epi:nan +opt_step:110912 lr:7.254e-05 clip_eps:0.1 entropy:0.672 +2026-01-07 11:51:23 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:643.10 total_reward_ma:628.20 loss:0.0227 fps:1354 +frame:7.11e+06 wall_t:5251 t:444375 epi:nan +opt_step:111072 lr:7.228e-05 clip_eps:0.1 entropy:0.7905 +2026-01-07 11:51:29 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:655.75 total_reward_ma:628.84 loss:0.008337 fps:1354 +frame:7.12e+06 wall_t:5257 t:445000 epi:nan +opt_step:111232 lr:7.203e-05 clip_eps:0.1 entropy:0.7611 +2026-01-07 11:51:35 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:651.75 total_reward_ma:629.44 loss:0.04751 fps:1355 +frame:7.13e+06 wall_t:5262 t:445625 epi:nan +opt_step:111392 lr:7.177e-05 clip_eps:0.1 entropy:0.8303 +2026-01-07 11:51:40 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:647.50 total_reward_ma:629.94 loss:0.04062 fps:1356 +frame:7.14e+06 wall_t:5267 t:446250 epi:nan +opt_step:111552 lr:7.152e-05 clip_eps:0.1 entropy:0.9735 +2026-01-07 11:51:45 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:654.20 total_reward_ma:630.34 loss:0.05495 fps:1356 +frame:7.15e+06 wall_t:5272 t:446875 epi:nan +opt_step:111712 lr:7.126e-05 clip_eps:0.1 entropy:0.8965 +2026-01-07 11:51:51 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:640.70 total_reward_ma:630.62 loss:0.07227 fps:1357 +frame:7.16e+06 wall_t:5278 t:447500 epi:nan +opt_step:111872 lr:7.1e-05 clip_eps:0.1 entropy:0.9233 +2026-01-07 11:51:56 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:649.05 total_reward_ma:630.94 loss:0.06211 fps:1357 +frame:7.17e+06 wall_t:5283 t:448125 epi:nan +opt_step:112000 lr:7.08e-05 clip_eps:0.1 entropy:0.8217 +2026-01-07 11:52:01 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:663.75 total_reward_ma:631.39 loss:0.04094 fps:1358 +frame:7.18e+06 wall_t:5288 t:448750 epi:nan +opt_step:112160 lr:7.054e-05 clip_eps:0.1 entropy:0.819 +2026-01-07 11:52:07 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:656.90 total_reward_ma:631.85 loss:0.05207 fps:1358 +frame:7.19e+06 wall_t:5294 t:449375 epi:nan +opt_step:112320 lr:7.029e-05 clip_eps:0.1 entropy:1.045 +2026-01-07 11:52:13 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:661.15 total_reward_ma:632.26 loss:0.05107 fps:1358 +frame:7.20e+06 wall_t:5300 t:450000 epi:nan +opt_step:112480 lr:7.003e-05 clip_eps:0.1 entropy:0.8066 +2026-01-07 11:52:18 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:662.90 total_reward_ma:632.63 loss:0.009059 fps:1359 +frame:7.21e+06 wall_t:5305 t:450625 epi:nan +opt_step:112640 lr:6.978e-05 clip_eps:0.1 entropy:0.7801 +2026-01-07 11:52:23 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:657.85 total_reward_ma:632.99 loss:0.02384 fps:1360 +frame:7.22e+06 wall_t:5310 t:451250 epi:nan +opt_step:112800 lr:6.952e-05 clip_eps:0.1 entropy:0.9002 +2026-01-07 11:52:28 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:658.95 total_reward_ma:633.40 loss:0.03485 fps:1360 +frame:7.23e+06 wall_t:5316 t:451875 epi:nan +opt_step:112960 lr:6.926e-05 clip_eps:0.1 entropy:0.8488 +2026-01-07 11:52:34 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:650.05 total_reward_ma:633.80 loss:0.01748 fps:1361 +frame:7.24e+06 wall_t:5321 t:452500 epi:nan +opt_step:113120 lr:6.901e-05 clip_eps:0.1 entropy:0.909 +2026-01-07 11:52:40 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:662.35 total_reward_ma:634.28 loss:0.02996 fps:1361 +frame:7.25e+06 wall_t:5327 t:453125 epi:nan +opt_step:113280 lr:6.875e-05 clip_eps:0.1 entropy:0.8672 +2026-01-07 11:52:44 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:671.05 total_reward_ma:634.84 loss:0.006832 fps:1362 +frame:7.26e+06 wall_t:5332 t:453750 epi:nan +opt_step:113408 lr:6.855e-05 clip_eps:0.1 entropy:0.8627 +2026-01-07 11:52:50 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:658.85 total_reward_ma:635.29 loss:0.01119 fps:1362 +frame:7.27e+06 wall_t:5337 t:454375 epi:nan +opt_step:113568 lr:6.829e-05 clip_eps:0.1 entropy:0.8924 +2026-01-07 11:52:55 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:656.75 total_reward_ma:635.76 loss:0.05704 fps:1363 +frame:7.28e+06 wall_t:5342 t:455000 epi:nan +opt_step:113728 lr:6.804e-05 clip_eps:0.1 entropy:0.9117 +2026-01-07 11:53:01 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:657.60 total_reward_ma:636.29 loss:0.03063 fps:1363 +frame:7.29e+06 wall_t:5348 t:455625 epi:nan +opt_step:113888 lr:6.778e-05 clip_eps:0.1 entropy:0.7849 +2026-01-07 11:53:07 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:679.15 total_reward_ma:636.86 loss:0.05681 fps:1363 +frame:7.30e+06 wall_t:5354 t:456250 epi:nan +opt_step:114048 lr:6.752e-05 clip_eps:0.1 entropy:0.9718 +2026-01-07 11:53:13 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:677.00 total_reward_ma:637.25 loss:0.06743 fps:1364 +frame:7.31e+06 wall_t:5360 t:456875 epi:nan +opt_step:114208 lr:6.727e-05 clip_eps:0.1 entropy:0.9358 +2026-01-07 11:53:18 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:684.70 total_reward_ma:637.84 loss:0.06722 fps:1364 +frame:7.32e+06 wall_t:5365 t:457500 epi:nan +opt_step:114368 lr:6.701e-05 clip_eps:0.1 entropy:0.7769 +2026-01-07 11:53:25 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:692.55 total_reward_ma:638.57 loss:0.03797 fps:1364 +frame:7.33e+06 wall_t:5372 t:458125 epi:nan +opt_step:114528 lr:6.676e-05 clip_eps:0.1 entropy:0.9259 +2026-01-07 11:53:31 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:696.55 total_reward_ma:639.31 loss:0.03705 fps:1365 +frame:7.34e+06 wall_t:5378 t:458750 epi:nan +opt_step:114656 lr:6.655e-05 clip_eps:0.1 entropy:0.8816 +2026-01-07 11:53:37 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:693.05 total_reward_ma:640.08 loss:0.02818 fps:1365 +frame:7.35e+06 wall_t:5384 t:459375 epi:nan +opt_step:114816 lr:6.629e-05 clip_eps:0.1 entropy:0.8401 +2026-01-07 11:53:44 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:697.35 total_reward_ma:640.91 loss:0.01402 fps:1365 +frame:7.36e+06 wall_t:5391 t:460000 epi:nan +opt_step:114976 lr:6.604e-05 clip_eps:0.1 entropy:0.8858 +2026-01-07 11:53:51 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:688.35 total_reward_ma:641.63 loss:0.05013 fps:1365 +frame:7.37e+06 wall_t:5398 t:460625 epi:nan +opt_step:115136 lr:6.578e-05 clip_eps:0.1 entropy:0.7279 +2026-01-07 11:53:57 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:700.10 total_reward_ma:642.37 loss:0.02332 fps:1366 +frame:7.38e+06 wall_t:5404 t:461250 epi:nan +opt_step:115296 lr:6.553e-05 clip_eps:0.1 entropy:0.7149 +2026-01-07 11:54:04 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:695.55 total_reward_ma:643.27 loss:0.04136 fps:1366 +frame:7.39e+06 wall_t:5411 t:461875 epi:nan +opt_step:115456 lr:6.527e-05 clip_eps:0.1 entropy:0.8312 +2026-01-07 11:54:10 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:672.65 total_reward_ma:644.00 loss:0.08704 fps:1366 +frame:7.40e+06 wall_t:5417 t:462500 epi:nan +opt_step:115616 lr:6.501e-05 clip_eps:0.1 entropy:0.9352 +2026-01-07 11:54:17 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:696.15 total_reward_ma:644.88 loss:0.04112 fps:1366 +frame:7.41e+06 wall_t:5424 t:463125 epi:nan +opt_step:115776 lr:6.476e-05 clip_eps:0.1 entropy:0.8614 +2026-01-07 11:54:23 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:696.00 total_reward_ma:645.68 loss:0.02453 fps:1366 +frame:7.42e+06 wall_t:5430 t:463750 epi:nan +opt_step:115936 lr:6.45e-05 clip_eps:0.1 entropy:0.8099 +2026-01-07 11:54:30 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:686.50 total_reward_ma:646.32 loss:0.04264 fps:1367 +frame:7.43e+06 wall_t:5437 t:464375 epi:nan +opt_step:116064 lr:6.43e-05 clip_eps:0.1 entropy:0.8889 +2026-01-07 11:54:37 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:678.25 total_reward_ma:646.87 loss:0.02509 fps:1367 +frame:7.44e+06 wall_t:5444 t:465000 epi:nan +opt_step:116224 lr:6.404e-05 clip_eps:0.1 entropy:0.8749 +2026-01-07 11:54:44 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:682.40 total_reward_ma:647.52 loss:0.03925 fps:1367 +frame:7.45e+06 wall_t:5451 t:465625 epi:nan +opt_step:116384 lr:6.379e-05 clip_eps:0.1 entropy:0.8904 +2026-01-07 11:54:51 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:674.80 total_reward_ma:648.02 loss:0.0398 fps:1367 +frame:7.46e+06 wall_t:5458 t:466250 epi:nan +opt_step:116544 lr:6.353e-05 clip_eps:0.1 entropy:0.7951 +2026-01-07 11:54:57 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:680.65 total_reward_ma:648.65 loss:0.0233 fps:1367 +frame:7.47e+06 wall_t:5464 t:466875 epi:nan +opt_step:116704 lr:6.327e-05 clip_eps:0.1 entropy:0.9199 +2026-01-07 11:55:04 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:693.90 total_reward_ma:649.23 loss:0.02716 fps:1367 +frame:7.48e+06 wall_t:5471 t:467500 epi:nan +opt_step:116864 lr:6.302e-05 clip_eps:0.1 entropy:0.8179 +2026-01-07 11:55:11 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:686.85 total_reward_ma:649.61 loss:0.03664 fps:1367 +frame:7.49e+06 wall_t:5478 t:468125 epi:nan +opt_step:117024 lr:6.276e-05 clip_eps:0.1 entropy:0.9135 +2026-01-07 11:55:18 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:676.40 total_reward_ma:649.90 loss:0.02323 fps:1367 +frame:7.50e+06 wall_t:5485 t:468750 epi:nan +opt_step:117184 lr:6.251e-05 clip_eps:0.1 entropy:0.8642 +2026-01-07 11:55:24 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:662.00 total_reward_ma:649.97 loss:0.04538 fps:1368 +frame:7.51e+06 wall_t:5491 t:469375 epi:nan +opt_step:117312 lr:6.23e-05 clip_eps:0.1 entropy:0.8239 +2026-01-07 11:55:31 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:656.55 total_reward_ma:650.08 loss:0.008262 fps:1368 +frame:7.52e+06 wall_t:5498 t:470000 epi:nan +opt_step:117472 lr:6.204e-05 clip_eps:0.1 entropy:0.8302 +2026-01-07 11:55:37 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:655.60 total_reward_ma:650.08 loss:0.03959 fps:1368 +frame:7.53e+06 wall_t:5504 t:470625 epi:nan +opt_step:117632 lr:6.179e-05 clip_eps:0.1 entropy:0.8501 +2026-01-07 11:55:44 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:651.70 total_reward_ma:649.94 loss:0.02134 fps:1368 +frame:7.54e+06 wall_t:5511 t:471250 epi:nan +opt_step:117792 lr:6.153e-05 clip_eps:0.1 entropy:0.7858 +2026-01-07 11:55:50 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:650.90 total_reward_ma:649.81 loss:0.01783 fps:1368 +frame:7.55e+06 wall_t:5517 t:471875 epi:nan +opt_step:117952 lr:6.128e-05 clip_eps:0.1 entropy:0.7426 +2026-01-07 11:55:56 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:667.75 total_reward_ma:649.99 loss:0.03177 fps:1369 +frame:7.56e+06 wall_t:5523 t:472500 epi:nan +opt_step:118112 lr:6.102e-05 clip_eps:0.1 entropy:0.9156 +2026-01-07 11:56:01 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:651.60 total_reward_ma:650.14 loss:0.03111 fps:1369 +frame:7.57e+06 wall_t:5528 t:473125 epi:nan +opt_step:118272 lr:6.076e-05 clip_eps:0.1 entropy:0.9375 +2026-01-07 11:56:06 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:663.65 total_reward_ma:650.54 loss:0.05193 fps:1370 +frame:7.58e+06 wall_t:5533 t:473750 epi:nan +opt_step:118432 lr:6.051e-05 clip_eps:0.1 entropy:0.8398 +2026-01-07 11:56:12 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:663.35 total_reward_ma:650.98 loss:0.03603 fps:1370 +frame:7.59e+06 wall_t:5539 t:474375 epi:nan +opt_step:118592 lr:6.025e-05 clip_eps:0.1 entropy:0.7862 +2026-01-07 11:56:17 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:657.90 total_reward_ma:651.36 loss:0.06748 fps:1371 +frame:7.60e+06 wall_t:5544 t:475000 epi:nan +opt_step:118720 lr:6.005e-05 clip_eps:0.1 entropy:0.809 +2026-01-07 11:56:22 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:665.40 total_reward_ma:651.93 loss:0.03732 fps:1371 +frame:7.61e+06 wall_t:5549 t:475625 epi:nan +opt_step:118880 lr:5.979e-05 clip_eps:0.1 entropy:0.8866 +2026-01-07 11:56:28 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:659.80 total_reward_ma:652.40 loss:0.04821 fps:1372 +frame:7.62e+06 wall_t:5555 t:476250 epi:nan +opt_step:119040 lr:5.954e-05 clip_eps:0.1 entropy:0.6898 +2026-01-07 11:56:35 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:663.30 total_reward_ma:653.02 loss:0.03919 fps:1372 +frame:7.63e+06 wall_t:5562 t:476875 epi:nan +opt_step:119200 lr:5.928e-05 clip_eps:0.1 entropy:0.732 +2026-01-07 11:56:41 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:652.45 total_reward_ma:653.53 loss:0.04798 fps:1372 +frame:7.64e+06 wall_t:5568 t:477500 epi:nan +opt_step:119360 lr:5.902e-05 clip_eps:0.1 entropy:0.8373 +2026-01-07 11:56:48 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:634.35 total_reward_ma:653.72 loss:0.01147 fps:1372 +frame:7.65e+06 wall_t:5575 t:478125 epi:nan +opt_step:119520 lr:5.877e-05 clip_eps:0.1 entropy:0.7628 +2026-01-07 11:56:55 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:648.55 total_reward_ma:654.09 loss:0.05987 fps:1372 +frame:7.66e+06 wall_t:5582 t:478750 epi:nan +opt_step:119680 lr:5.851e-05 clip_eps:0.1 entropy:0.7628 +2026-01-07 11:57:01 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:648.20 total_reward_ma:654.49 loss:0.04215 fps:1373 +frame:7.67e+06 wall_t:5588 t:479375 epi:nan +opt_step:119840 lr:5.826e-05 clip_eps:0.1 entropy:0.7471 +2026-01-07 11:57:07 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:659.70 total_reward_ma:655.04 loss:0.03717 fps:1373 +frame:7.68e+06 wall_t:5595 t:480000 epi:nan +opt_step:120000 lr:5.8e-05 clip_eps:0.1 entropy:0.8199 +2026-01-07 11:57:13 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:671.15 total_reward_ma:655.73 loss:0.0673 fps:1373 +frame:7.69e+06 wall_t:5600 t:480625 epi:nan +opt_step:120128 lr:5.78e-05 clip_eps:0.1 entropy:0.8456 +2026-01-07 11:57:20 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:688.35 total_reward_ma:656.54 loss:0.0431 fps:1373 +frame:7.70e+06 wall_t:5607 t:481250 epi:nan +opt_step:120288 lr:5.754e-05 clip_eps:0.1 entropy:0.7275 +2026-01-07 11:57:26 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:684.15 total_reward_ma:657.40 loss:0.03888 fps:1373 +frame:7.71e+06 wall_t:5614 t:481875 epi:nan +opt_step:120448 lr:5.728e-05 clip_eps:0.1 entropy:0.9122 +2026-01-07 11:57:33 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:705.25 total_reward_ma:658.40 loss:0.0342 fps:1374 +frame:7.72e+06 wall_t:5620 t:482500 epi:nan +opt_step:120608 lr:5.703e-05 clip_eps:0.1 entropy:0.9019 +2026-01-07 11:57:40 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:705.35 total_reward_ma:659.51 loss:0.02833 fps:1374 +frame:7.73e+06 wall_t:5627 t:483125 epi:nan +opt_step:120768 lr:5.677e-05 clip_eps:0.1 entropy:0.8637 +2026-01-07 11:57:46 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:720.30 total_reward_ma:660.71 loss:0.037 fps:1374 +frame:7.74e+06 wall_t:5633 t:483750 epi:nan +opt_step:120928 lr:5.652e-05 clip_eps:0.1 entropy:0.971 +2026-01-07 11:57:53 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:727.85 total_reward_ma:661.89 loss:0.05762 fps:1374 +frame:7.75e+06 wall_t:5640 t:484375 epi:nan +opt_step:121088 lr:5.626e-05 clip_eps:0.1 entropy:0.8032 +2026-01-07 11:57:59 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:722.25 total_reward_ma:662.89 loss:0.00816 fps:1374 +frame:7.76e+06 wall_t:5646 t:485000 epi:nan +opt_step:121248 lr:5.6e-05 clip_eps:0.1 entropy:0.8111 +2026-01-07 11:58:05 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:719.95 total_reward_ma:663.73 loss:0.03657 fps:1375 +frame:7.77e+06 wall_t:5652 t:485625 epi:nan +opt_step:121376 lr:5.58e-05 clip_eps:0.1 entropy:0.9114 +2026-01-07 11:58:12 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:702.10 total_reward_ma:664.39 loss:0.0211 fps:1375 +frame:7.78e+06 wall_t:5659 t:486250 epi:nan +opt_step:121536 lr:5.554e-05 clip_eps:0.1 entropy:0.8495 +2026-01-07 11:58:18 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:702.90 total_reward_ma:665.04 loss:0.02447 fps:1375 +frame:7.79e+06 wall_t:5665 t:486875 epi:nan +opt_step:121696 lr:5.529e-05 clip_eps:0.1 entropy:0.8244 +2026-01-07 11:58:25 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:698.35 total_reward_ma:665.58 loss:0.007962 fps:1375 +frame:7.80e+06 wall_t:5672 t:487500 epi:nan +opt_step:121856 lr:5.503e-05 clip_eps:0.1 entropy:0.781 +2026-01-07 11:58:31 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:711.70 total_reward_ma:666.30 loss:0.04071 fps:1375 +frame:7.81e+06 wall_t:5679 t:488125 epi:nan +opt_step:122016 lr:5.477e-05 clip_eps:0.1 entropy:0.766 +2026-01-07 11:58:38 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:704.25 total_reward_ma:666.86 loss:0.01948 fps:1376 +frame:7.82e+06 wall_t:5685 t:488750 epi:nan +opt_step:122176 lr:5.452e-05 clip_eps:0.1 entropy:0.7144 +2026-01-07 11:58:45 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:721.30 total_reward_ma:667.64 loss:0.02955 fps:1376 +frame:7.83e+06 wall_t:5692 t:489375 epi:nan +opt_step:122336 lr:5.426e-05 clip_eps:0.1 entropy:0.969 +2026-01-07 11:58:51 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:701.35 total_reward_ma:668.32 loss:0.03289 fps:1376 +frame:7.84e+06 wall_t:5698 t:490000 epi:nan +opt_step:122496 lr:5.401e-05 clip_eps:0.1 entropy:0.8571 +2026-01-07 11:58:57 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:721.85 total_reward_ma:669.34 loss:0.02015 fps:1376 +frame:7.85e+06 wall_t:5704 t:490625 epi:nan +opt_step:122656 lr:5.375e-05 clip_eps:0.1 entropy:0.8868 +2026-01-07 11:59:04 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:732.00 total_reward_ma:670.42 loss:0.1004 fps:1376 +frame:7.86e+06 wall_t:5711 t:491250 epi:nan +opt_step:122784 lr:5.355e-05 clip_eps:0.1 entropy:0.8825 +2026-01-07 11:59:10 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:748.60 total_reward_ma:671.68 loss:0.06126 fps:1376 +frame:7.87e+06 wall_t:5718 t:491875 epi:nan +opt_step:122944 lr:5.329e-05 clip_eps:0.1 entropy:0.7179 +2026-01-07 11:59:17 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:748.05 total_reward_ma:672.93 loss:0.02868 fps:1377 +frame:7.88e+06 wall_t:5724 t:492500 epi:nan +opt_step:123104 lr:5.303e-05 clip_eps:0.1 entropy:0.7957 +2026-01-07 11:59:23 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:743.20 total_reward_ma:674.07 loss:0.0791 fps:1377 +frame:7.89e+06 wall_t:5730 t:493125 epi:nan +opt_step:123264 lr:5.278e-05 clip_eps:0.1 entropy:0.8849 +2026-01-07 11:59:29 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:745.90 total_reward_ma:675.01 loss:0.03829 fps:1377 +frame:7.90e+06 wall_t:5736 t:493750 epi:nan +opt_step:123424 lr:5.252e-05 clip_eps:0.1 entropy:0.9479 +2026-01-07 11:59:36 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:754.00 total_reward_ma:676.09 loss:0.03547 fps:1377 +frame:7.91e+06 wall_t:5743 t:494375 epi:nan +opt_step:123584 lr:5.227e-05 clip_eps:0.1 entropy:0.8564 +2026-01-07 11:59:42 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:743.80 total_reward_ma:676.99 loss:0.01839 fps:1378 +frame:7.92e+06 wall_t:5749 t:495000 epi:nan +opt_step:123744 lr:5.201e-05 clip_eps:0.1 entropy:0.8912 +2026-01-07 11:59:49 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:732.80 total_reward_ma:677.70 loss:0.01272 fps:1378 +frame:7.93e+06 wall_t:5756 t:495625 epi:nan +opt_step:123904 lr:5.175e-05 clip_eps:0.1 entropy:0.8183 +2026-01-07 11:59:55 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:713.40 total_reward_ma:678.23 loss:0.01439 fps:1378 +frame:7.94e+06 wall_t:5762 t:496250 epi:nan +opt_step:124032 lr:5.155e-05 clip_eps:0.1 entropy:0.8877 +2026-01-07 12:00:02 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:703.85 total_reward_ma:678.62 loss:0.04082 fps:1378 +frame:7.95e+06 wall_t:5769 t:496875 epi:nan +opt_step:124192 lr:5.129e-05 clip_eps:0.1 entropy:0.7988 +2026-01-07 12:00:08 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:695.20 total_reward_ma:678.88 loss:0.03063 fps:1378 +frame:7.96e+06 wall_t:5775 t:497500 epi:nan +opt_step:124352 lr:5.104e-05 clip_eps:0.1 entropy:0.831 +2026-01-07 12:00:15 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:691.40 total_reward_ma:679.08 loss:0.04268 fps:1378 +frame:7.97e+06 wall_t:5782 t:498125 epi:nan +opt_step:124512 lr:5.078e-05 clip_eps:0.1 entropy:0.8921 +2026-01-07 12:00:21 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:696.45 total_reward_ma:679.36 loss:0.04252 fps:1379 +frame:7.98e+06 wall_t:5788 t:498750 epi:nan +opt_step:124672 lr:5.052e-05 clip_eps:0.1 entropy:0.8423 +2026-01-07 12:00:28 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:693.30 total_reward_ma:679.73 loss:0.03413 fps:1379 +frame:7.99e+06 wall_t:5795 t:499375 epi:nan +opt_step:124832 lr:5.027e-05 clip_eps:0.1 entropy:0.8463 +2026-01-07 12:00:34 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:690.60 total_reward_ma:680.21 loss:0.0765 fps:1379 +frame:8.00e+06 wall_t:5801 t:500000 epi:nan +opt_step:124992 lr:5.001e-05 clip_eps:0.1 entropy:0.8344 +2026-01-07 12:00:41 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:676.85 total_reward_ma:680.53 loss:0.04841 fps:1379 +frame:8.01e+06 wall_t:5808 t:500625 epi:nan +opt_step:125152 lr:4.976e-05 clip_eps:0.1 entropy:0.9195 +2026-01-07 12:00:47 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:699.90 total_reward_ma:681.04 loss:0.07678 fps:1379 +frame:8.02e+06 wall_t:5814 t:501250 epi:nan +opt_step:125312 lr:4.95e-05 clip_eps:0.1 entropy:0.756 +2026-01-07 12:00:53 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:715.25 total_reward_ma:681.76 loss:0.04082 fps:1380 +frame:8.03e+06 wall_t:5820 t:501875 epi:nan +opt_step:125440 lr:4.93e-05 clip_eps:0.1 entropy:0.7237 +2026-01-07 12:01:00 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:735.15 total_reward_ma:682.59 loss:0.05389 fps:1380 +frame:8.04e+06 wall_t:5827 t:502500 epi:nan +opt_step:125600 lr:4.904e-05 clip_eps:0.1 entropy:0.9342 +2026-01-07 12:01:07 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:729.50 total_reward_ma:683.41 loss:0.06322 fps:1380 +frame:8.05e+06 wall_t:5834 t:503125 epi:nan +opt_step:125760 lr:4.878e-05 clip_eps:0.1 entropy:0.9597 +2026-01-07 12:01:13 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:724.15 total_reward_ma:684.16 loss:0.0731 fps:1380 +frame:8.06e+06 wall_t:5840 t:503750 epi:nan +opt_step:125920 lr:4.853e-05 clip_eps:0.1 entropy:0.7812 +2026-01-07 12:01:20 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:769.35 total_reward_ma:685.32 loss:0.05675 fps:1380 +frame:8.07e+06 wall_t:5847 t:504375 epi:nan +opt_step:126080 lr:4.827e-05 clip_eps:0.1 entropy:0.8631 +2026-01-07 12:01:27 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:772.60 total_reward_ma:686.66 loss:0.03835 fps:1380 +frame:8.08e+06 wall_t:5854 t:505000 epi:nan +opt_step:126240 lr:4.802e-05 clip_eps:0.1 entropy:0.6594 +2026-01-07 12:01:33 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:778.00 total_reward_ma:687.97 loss:0.08343 fps:1380 +frame:8.09e+06 wall_t:5861 t:505625 epi:nan +opt_step:126400 lr:4.776e-05 clip_eps:0.1 entropy:0.6887 +2026-01-07 12:01:40 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:766.75 total_reward_ma:689.10 loss:0.01326 fps:1381 +frame:8.10e+06 wall_t:5867 t:506250 epi:nan +opt_step:126560 lr:4.75e-05 clip_eps:0.1 entropy:0.8747 +2026-01-07 12:01:46 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:767.80 total_reward_ma:690.35 loss:0.05173 fps:1381 +frame:8.11e+06 wall_t:5873 t:506875 epi:nan +opt_step:126688 lr:4.73e-05 clip_eps:0.1 entropy:0.8668 +2026-01-07 12:01:52 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:751.90 total_reward_ma:691.31 loss:0.06805 fps:1381 +frame:8.12e+06 wall_t:5879 t:507500 epi:nan +opt_step:126848 lr:4.704e-05 clip_eps:0.1 entropy:0.6848 +2026-01-07 12:01:59 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:791.85 total_reward_ma:692.71 loss:0.05076 fps:1381 +frame:8.13e+06 wall_t:5886 t:508125 epi:nan +opt_step:127008 lr:4.679e-05 clip_eps:0.1 entropy:0.8837 +2026-01-07 12:02:05 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:770.25 total_reward_ma:693.94 loss:0.07462 fps:1382 +frame:8.14e+06 wall_t:5892 t:508750 epi:nan +opt_step:127168 lr:4.653e-05 clip_eps:0.1 entropy:0.8337 +2026-01-07 12:02:12 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:775.65 total_reward_ma:695.15 loss:0.06247 fps:1382 +frame:8.15e+06 wall_t:5899 t:509375 epi:nan +opt_step:127328 lr:4.628e-05 clip_eps:0.1 entropy:0.889 +2026-01-07 12:02:19 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:785.10 total_reward_ma:696.60 loss:0.02786 fps:1382 +frame:8.16e+06 wall_t:5906 t:510000 epi:nan +opt_step:127488 lr:4.602e-05 clip_eps:0.1 entropy:0.8209 +2026-01-07 12:02:26 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:760.90 total_reward_ma:697.72 loss:0.09044 fps:1382 +frame:8.17e+06 wall_t:5913 t:510625 epi:nan +opt_step:127648 lr:4.576e-05 clip_eps:0.1 entropy:0.8158 +2026-01-07 12:02:32 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:759.50 total_reward_ma:698.67 loss:0.0639 fps:1382 +frame:8.18e+06 wall_t:5919 t:511250 epi:nan +opt_step:127808 lr:4.551e-05 clip_eps:0.1 entropy:0.8038 +2026-01-07 12:02:39 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:776.75 total_reward_ma:699.87 loss:0.03602 fps:1382 +frame:8.19e+06 wall_t:5926 t:511875 epi:nan +opt_step:127968 lr:4.525e-05 clip_eps:0.1 entropy:0.7693 +2026-01-07 12:02:45 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:788.45 total_reward_ma:701.15 loss:0.02392 fps:1382 +frame:8.20e+06 wall_t:5932 t:512500 epi:nan +opt_step:128096 lr:4.505e-05 clip_eps:0.1 entropy:0.809 +2026-01-07 12:02:51 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:787.85 total_reward_ma:702.40 loss:0.05811 fps:1383 +frame:8.21e+06 wall_t:5938 t:513125 epi:nan +opt_step:128256 lr:4.479e-05 clip_eps:0.1 entropy:0.8137 +2026-01-07 12:02:57 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:792.50 total_reward_ma:703.74 loss:0.03522 fps:1383 +frame:8.22e+06 wall_t:5944 t:513750 epi:nan +opt_step:128416 lr:4.453e-05 clip_eps:0.1 entropy:0.7546 +2026-01-07 12:03:04 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:773.35 total_reward_ma:704.89 loss:0.07435 fps:1383 +frame:8.23e+06 wall_t:5951 t:514375 epi:nan +opt_step:128576 lr:4.428e-05 clip_eps:0.1 entropy:0.7152 +2026-01-07 12:03:10 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:761.60 total_reward_ma:706.00 loss:0.03641 fps:1383 +frame:8.24e+06 wall_t:5958 t:515000 epi:nan +opt_step:128736 lr:4.402e-05 clip_eps:0.1 entropy:0.8906 +2026-01-07 12:03:17 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:770.65 total_reward_ma:707.08 loss:0.04255 fps:1383 +frame:8.25e+06 wall_t:5964 t:515625 epi:nan +opt_step:128896 lr:4.377e-05 clip_eps:0.1 entropy:0.8421 +2026-01-07 12:03:23 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:783.20 total_reward_ma:708.21 loss:0.03976 fps:1383 +frame:8.26e+06 wall_t:5971 t:516250 epi:nan +opt_step:129056 lr:4.351e-05 clip_eps:0.1 entropy:0.9299 +2026-01-07 12:03:30 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:777.45 total_reward_ma:709.39 loss:0.04338 fps:1384 +frame:8.27e+06 wall_t:5977 t:516875 epi:nan +opt_step:129216 lr:4.325e-05 clip_eps:0.1 entropy:0.7348 +2026-01-07 12:03:36 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:770.85 total_reward_ma:710.53 loss:0.02663 fps:1384 +frame:8.28e+06 wall_t:5983 t:517500 epi:nan +opt_step:129344 lr:4.305e-05 clip_eps:0.1 entropy:0.9533 +2026-01-07 12:03:42 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:752.55 total_reward_ma:711.48 loss:0.045 fps:1384 +frame:8.29e+06 wall_t:5990 t:518125 epi:nan +opt_step:129504 lr:4.279e-05 clip_eps:0.1 entropy:0.9083 +2026-01-07 12:03:49 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:758.70 total_reward_ma:712.28 loss:0.04452 fps:1384 +frame:8.30e+06 wall_t:5996 t:518750 epi:nan +opt_step:129664 lr:4.254e-05 clip_eps:0.1 entropy:0.7759 +2026-01-07 12:03:56 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:768.70 total_reward_ma:713.20 loss:0.01194 fps:1384 +frame:8.31e+06 wall_t:6003 t:519375 epi:nan +opt_step:129824 lr:4.228e-05 clip_eps:0.1 entropy:0.7299 +2026-01-07 12:04:03 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:769.05 total_reward_ma:714.04 loss:0.02512 fps:1384 +frame:8.32e+06 wall_t:6010 t:520000 epi:nan +opt_step:129984 lr:4.203e-05 clip_eps:0.1 entropy:0.7987 +2026-01-07 12:04:09 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:759.40 total_reward_ma:714.71 loss:0.02801 fps:1384 +frame:8.33e+06 wall_t:6017 t:520625 epi:nan +opt_step:130144 lr:4.177e-05 clip_eps:0.1 entropy:0.7446 +2026-01-07 12:04:15 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:772.50 total_reward_ma:715.47 loss:0.05382 fps:1385 +frame:8.34e+06 wall_t:6022 t:521250 epi:nan +opt_step:130304 lr:4.151e-05 clip_eps:0.1 entropy:0.8541 +2026-01-07 12:04:20 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:761.30 total_reward_ma:716.15 loss:0.04171 fps:1385 +frame:8.35e+06 wall_t:6027 t:521875 epi:nan +opt_step:130464 lr:4.126e-05 clip_eps:0.1 entropy:0.7951 +2026-01-07 12:04:26 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:764.45 total_reward_ma:716.82 loss:0.02021 fps:1386 +frame:8.36e+06 wall_t:6033 t:522500 epi:nan +opt_step:130624 lr:4.1e-05 clip_eps:0.1 entropy:0.8058 +2026-01-07 12:04:31 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:761.75 total_reward_ma:717.55 loss:0.05459 fps:1386 +frame:8.37e+06 wall_t:6038 t:523125 epi:nan +opt_step:130752 lr:4.08e-05 clip_eps:0.1 entropy:0.7717 +2026-01-07 12:04:36 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:768.05 total_reward_ma:718.23 loss:0.02929 fps:1386 +frame:8.38e+06 wall_t:6044 t:523750 epi:nan +opt_step:130912 lr:4.054e-05 clip_eps:0.1 entropy:0.7913 +2026-01-07 12:04:44 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:773.15 total_reward_ma:719.01 loss:0.05541 fps:1387 +frame:8.39e+06 wall_t:6051 t:524375 epi:nan +opt_step:131072 lr:4.028e-05 clip_eps:0.1 entropy:0.836 +2026-01-07 12:04:51 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:753.45 total_reward_ma:719.82 loss:0.06068 fps:1387 +frame:8.40e+06 wall_t:6058 t:525000 epi:nan +opt_step:131232 lr:4.003e-05 clip_eps:0.1 entropy:0.8681 +2026-01-07 12:04:57 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:730.10 total_reward_ma:720.16 loss:0.05985 fps:1387 +frame:8.41e+06 wall_t:6065 t:525625 epi:nan +opt_step:131392 lr:3.977e-05 clip_eps:0.1 entropy:0.8537 +2026-01-07 12:05:04 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:723.05 total_reward_ma:720.43 loss:0.02637 fps:1387 +frame:8.42e+06 wall_t:6071 t:526250 epi:nan +opt_step:131552 lr:3.952e-05 clip_eps:0.1 entropy:0.8248 +2026-01-07 12:05:11 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:733.05 total_reward_ma:720.89 loss:0.01655 fps:1387 +frame:8.43e+06 wall_t:6078 t:526875 epi:nan +opt_step:131712 lr:3.926e-05 clip_eps:0.1 entropy:0.9251 +2026-01-07 12:05:17 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:727.05 total_reward_ma:721.38 loss:0.04167 fps:1387 +frame:8.44e+06 wall_t:6085 t:527500 epi:nan +opt_step:131872 lr:3.9e-05 clip_eps:0.1 entropy:0.8527 +2026-01-07 12:05:23 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:740.70 total_reward_ma:721.96 loss:0.03501 fps:1388 +frame:8.45e+06 wall_t:6090 t:528125 epi:nan +opt_step:132000 lr:3.88e-05 clip_eps:0.1 entropy:0.7843 +2026-01-07 12:05:30 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:728.40 total_reward_ma:722.50 loss:0.07695 fps:1388 +frame:8.46e+06 wall_t:6097 t:528750 epi:nan +opt_step:132160 lr:3.854e-05 clip_eps:0.1 entropy:0.6567 +2026-01-07 12:05:36 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:733.25 total_reward_ma:723.03 loss:0.05906 fps:1388 +frame:8.47e+06 wall_t:6103 t:529375 epi:nan +opt_step:132320 lr:3.829e-05 clip_eps:0.1 entropy:0.8174 +2026-01-07 12:05:43 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:749.60 total_reward_ma:723.58 loss:0.03671 fps:1388 +frame:8.48e+06 wall_t:6110 t:530000 epi:nan +opt_step:132480 lr:3.803e-05 clip_eps:0.1 entropy:0.7139 +2026-01-07 12:05:50 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:751.35 total_reward_ma:724.23 loss:0.04414 fps:1388 +frame:8.49e+06 wall_t:6117 t:530625 epi:nan +opt_step:132640 lr:3.778e-05 clip_eps:0.1 entropy:0.754 +2026-01-07 12:05:56 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:752.15 total_reward_ma:724.99 loss:0.0477 fps:1388 +frame:8.50e+06 wall_t:6124 t:531250 epi:nan +opt_step:132800 lr:3.752e-05 clip_eps:0.1 entropy:0.8632 +2026-01-07 12:06:02 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:772.25 total_reward_ma:726.09 loss:0.03565 fps:1388 +frame:8.51e+06 wall_t:6130 t:531875 epi:nan +opt_step:132960 lr:3.726e-05 clip_eps:0.1 entropy:0.9273 +2026-01-07 12:06:10 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:781.95 total_reward_ma:727.34 loss:0.07221 fps:1388 +frame:8.52e+06 wall_t:6137 t:532500 epi:nan +opt_step:133120 lr:3.701e-05 clip_eps:0.1 entropy:0.7407 +2026-01-07 12:06:16 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:773.35 total_reward_ma:728.52 loss:0.02126 fps:1389 +frame:8.53e+06 wall_t:6143 t:533125 epi:nan +opt_step:133280 lr:3.675e-05 clip_eps:0.1 entropy:0.7369 +2026-01-07 12:06:23 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:785.70 total_reward_ma:729.86 loss:0.04517 fps:1389 +frame:8.54e+06 wall_t:6150 t:533750 epi:nan +opt_step:133408 lr:3.655e-05 clip_eps:0.1 entropy:0.8724 +2026-01-07 12:06:29 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:777.20 total_reward_ma:731.12 loss:0.06995 fps:1389 +frame:8.55e+06 wall_t:6156 t:534375 epi:nan +opt_step:133568 lr:3.629e-05 clip_eps:0.1 entropy:0.9649 +2026-01-07 12:06:34 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:777.35 total_reward_ma:732.22 loss:0.07425 fps:1389 +frame:8.56e+06 wall_t:6162 t:535000 epi:nan +opt_step:133728 lr:3.604e-05 clip_eps:0.1 entropy:0.8153 +2026-01-07 12:06:40 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:786.30 total_reward_ma:733.57 loss:0.0587 fps:1390 +frame:8.57e+06 wall_t:6167 t:535625 epi:nan +opt_step:133888 lr:3.578e-05 clip_eps:0.1 entropy:0.8168 +2026-01-07 12:06:45 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:784.70 total_reward_ma:734.78 loss:0.06931 fps:1390 +frame:8.58e+06 wall_t:6172 t:536250 epi:nan +opt_step:134048 lr:3.552e-05 clip_eps:0.1 entropy:0.7968 +2026-01-07 12:06:50 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:776.90 total_reward_ma:735.91 loss:0.01798 fps:1391 +frame:8.59e+06 wall_t:6177 t:536875 epi:nan +opt_step:134208 lr:3.527e-05 clip_eps:0.1 entropy:0.8515 +2026-01-07 12:06:56 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:777.70 total_reward_ma:737.11 loss:0.02966 fps:1391 +frame:8.60e+06 wall_t:6183 t:537500 epi:nan +opt_step:134368 lr:3.501e-05 clip_eps:0.1 entropy:0.8567 +2026-01-07 12:07:02 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:763.90 total_reward_ma:738.09 loss:0.05309 fps:1391 +frame:8.61e+06 wall_t:6189 t:538125 epi:nan +opt_step:134528 lr:3.476e-05 clip_eps:0.1 entropy:0.8075 +2026-01-07 12:07:08 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:780.20 total_reward_ma:739.30 loss:0.02116 fps:1391 +frame:8.62e+06 wall_t:6195 t:538750 epi:nan +opt_step:134656 lr:3.455e-05 clip_eps:0.1 entropy:0.8615 +2026-01-07 12:07:15 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:776.80 total_reward_ma:740.43 loss:0.03952 fps:1391 +frame:8.63e+06 wall_t:6202 t:539375 epi:nan +opt_step:134816 lr:3.429e-05 clip_eps:0.1 entropy:0.6955 +2026-01-07 12:07:21 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:777.60 total_reward_ma:741.68 loss:0.03994 fps:1392 +frame:8.64e+06 wall_t:6208 t:540000 epi:nan +opt_step:134976 lr:3.404e-05 clip_eps:0.1 entropy:0.7786 +2026-01-07 12:07:28 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:774.25 total_reward_ma:743.08 loss:0.0409 fps:1392 +frame:8.65e+06 wall_t:6215 t:540625 epi:nan +opt_step:135136 lr:3.378e-05 clip_eps:0.1 entropy:0.7347 +2026-01-07 12:07:34 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:784.75 total_reward_ma:744.45 loss:0.04394 fps:1392 +frame:8.66e+06 wall_t:6221 t:541250 epi:nan +opt_step:135296 lr:3.353e-05 clip_eps:0.1 entropy:0.8659 +2026-01-07 12:07:40 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:787.10 total_reward_ma:745.84 loss:0.0295 fps:1392 +frame:8.67e+06 wall_t:6227 t:541875 epi:nan +opt_step:135456 lr:3.327e-05 clip_eps:0.1 entropy:1.024 +2026-01-07 12:07:47 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:775.05 total_reward_ma:746.99 loss:0.05305 fps:1392 +frame:8.68e+06 wall_t:6234 t:542500 epi:nan +opt_step:135616 lr:3.301e-05 clip_eps:0.1 entropy:0.8618 +2026-01-07 12:07:54 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:778.70 total_reward_ma:748.06 loss:0.0898 fps:1392 +frame:8.69e+06 wall_t:6241 t:543125 epi:nan +opt_step:135776 lr:3.276e-05 clip_eps:0.1 entropy:0.7403 +2026-01-07 12:08:00 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:786.25 total_reward_ma:749.04 loss:0.0251 fps:1392 +frame:8.70e+06 wall_t:6248 t:543750 epi:nan +opt_step:135936 lr:3.25e-05 clip_eps:0.1 entropy:0.8334 +2026-01-07 12:08:07 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:790.50 total_reward_ma:750.11 loss:0.06774 fps:1393 +frame:8.71e+06 wall_t:6254 t:544375 epi:nan +opt_step:136064 lr:3.23e-05 clip_eps:0.1 entropy:0.9223 +2026-01-07 12:08:14 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:793.55 total_reward_ma:750.99 loss:0.03134 fps:1393 +frame:8.72e+06 wall_t:6261 t:545000 epi:nan +opt_step:136224 lr:3.204e-05 clip_eps:0.1 entropy:0.9552 +2026-01-07 12:08:21 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:793.30 total_reward_ma:751.87 loss:0.01686 fps:1393 +frame:8.73e+06 wall_t:6268 t:545625 epi:nan +opt_step:136384 lr:3.179e-05 clip_eps:0.1 entropy:0.9362 +2026-01-07 12:08:28 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:782.60 total_reward_ma:752.49 loss:0.08294 fps:1393 +frame:8.74e+06 wall_t:6275 t:546250 epi:nan +opt_step:136544 lr:3.153e-05 clip_eps:0.1 entropy:0.8033 +2026-01-07 12:08:34 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:765.25 total_reward_ma:752.87 loss:0.0279 fps:1393 +frame:8.75e+06 wall_t:6281 t:546875 epi:nan +opt_step:136704 lr:3.127e-05 clip_eps:0.1 entropy:0.7964 +2026-01-07 12:08:41 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:760.30 total_reward_ma:753.25 loss:0.02542 fps:1393 +frame:8.76e+06 wall_t:6288 t:547500 epi:nan +opt_step:136864 lr:3.102e-05 clip_eps:0.1 entropy:0.7164 +2026-01-07 12:08:47 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:755.60 total_reward_ma:753.60 loss:0.04875 fps:1393 +frame:8.77e+06 wall_t:6294 t:548125 epi:nan +opt_step:137024 lr:3.076e-05 clip_eps:0.1 entropy:0.7281 +2026-01-07 12:08:53 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:753.20 total_reward_ma:754.11 loss:0.04348 fps:1394 +frame:8.78e+06 wall_t:6300 t:548750 epi:nan +opt_step:137184 lr:3.051e-05 clip_eps:0.1 entropy:0.8164 +2026-01-07 12:08:59 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:755.05 total_reward_ma:754.64 loss:0.03997 fps:1394 +frame:8.79e+06 wall_t:6306 t:549375 epi:nan +opt_step:137312 lr:3.03e-05 clip_eps:0.1 entropy:0.699 +2026-01-07 12:09:06 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:739.25 total_reward_ma:755.04 loss:0.01378 fps:1394 +frame:8.80e+06 wall_t:6313 t:550000 epi:nan +opt_step:137472 lr:3.004e-05 clip_eps:0.1 entropy:0.6146 +2026-01-07 12:09:12 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:738.25 total_reward_ma:755.31 loss:0.06093 fps:1394 +frame:8.81e+06 wall_t:6319 t:550625 epi:nan +opt_step:137632 lr:2.979e-05 clip_eps:0.1 entropy:0.8843 +2026-01-07 12:09:19 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:736.05 total_reward_ma:755.63 loss:0.02929 fps:1394 +frame:8.82e+06 wall_t:6326 t:551250 epi:nan +opt_step:137792 lr:2.953e-05 clip_eps:0.1 entropy:0.927 +2026-01-07 12:09:26 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:724.85 total_reward_ma:755.66 loss:0.0146 fps:1394 +frame:8.83e+06 wall_t:6333 t:551875 epi:nan +opt_step:137952 lr:2.928e-05 clip_eps:0.1 entropy:0.9083 +2026-01-07 12:09:33 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:742.95 total_reward_ma:756.08 loss:0.06358 fps:1394 +frame:8.84e+06 wall_t:6340 t:552500 epi:nan +opt_step:138112 lr:2.902e-05 clip_eps:0.1 entropy:0.8071 +2026-01-07 12:09:40 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:745.45 total_reward_ma:756.32 loss:0.0219 fps:1394 +frame:8.85e+06 wall_t:6347 t:553125 epi:nan +opt_step:138272 lr:2.876e-05 clip_eps:0.1 entropy:0.7031 +2026-01-07 12:09:47 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:734.85 total_reward_ma:756.34 loss:0.01707 fps:1394 +frame:8.86e+06 wall_t:6354 t:553750 epi:nan +opt_step:138432 lr:2.851e-05 clip_eps:0.1 entropy:0.7587 +2026-01-07 12:09:53 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:736.50 total_reward_ma:756.22 loss:0.05783 fps:1394 +frame:8.87e+06 wall_t:6361 t:554375 epi:nan +opt_step:138592 lr:2.825e-05 clip_eps:0.1 entropy:0.7649 +2026-01-07 12:09:59 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:728.80 total_reward_ma:756.03 loss:0.04066 fps:1395 +frame:8.88e+06 wall_t:6366 t:555000 epi:nan +opt_step:138720 lr:2.805e-05 clip_eps:0.1 entropy:0.695 +2026-01-07 12:10:05 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:712.60 total_reward_ma:755.72 loss:0.02197 fps:1395 +frame:8.89e+06 wall_t:6373 t:555625 epi:nan +opt_step:138880 lr:2.779e-05 clip_eps:0.1 entropy:0.7827 +2026-01-07 12:10:12 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:707.50 total_reward_ma:755.34 loss:0.04807 fps:1395 +frame:8.90e+06 wall_t:6379 t:556250 epi:nan +opt_step:139040 lr:2.754e-05 clip_eps:0.1 entropy:0.8405 +2026-01-07 12:10:18 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:717.00 total_reward_ma:754.97 loss:0.0932 fps:1395 +frame:8.91e+06 wall_t:6386 t:556875 epi:nan +opt_step:139200 lr:2.728e-05 clip_eps:0.1 entropy:0.8575 +2026-01-07 12:10:25 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:716.10 total_reward_ma:754.69 loss:0.04234 fps:1395 +frame:8.92e+06 wall_t:6392 t:557500 epi:nan +opt_step:139360 lr:2.702e-05 clip_eps:0.1 entropy:0.7148 +2026-01-07 12:10:32 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:723.25 total_reward_ma:754.60 loss:0.009166 fps:1396 +frame:8.93e+06 wall_t:6399 t:558125 epi:nan +opt_step:139520 lr:2.677e-05 clip_eps:0.1 entropy:0.7707 +2026-01-07 12:10:38 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:723.90 total_reward_ma:754.70 loss:0.04871 fps:1396 +frame:8.94e+06 wall_t:6406 t:558750 epi:nan +opt_step:139680 lr:2.651e-05 clip_eps:0.1 entropy:0.8853 +2026-01-07 12:10:45 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:719.10 total_reward_ma:754.86 loss:0.0353 fps:1396 +frame:8.95e+06 wall_t:6413 t:559375 epi:nan +opt_step:139840 lr:2.626e-05 clip_eps:0.1 entropy:0.9246 +2026-01-07 12:10:52 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:711.85 total_reward_ma:755.02 loss:0.0549 fps:1396 +frame:8.96e+06 wall_t:6419 t:560000 epi:nan +opt_step:140000 lr:2.6e-05 clip_eps:0.1 entropy:0.8466 +2026-01-07 12:10:58 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:704.15 total_reward_ma:755.15 loss:0.0631 fps:1396 +frame:8.97e+06 wall_t:6425 t:560625 epi:nan +opt_step:140128 lr:2.58e-05 clip_eps:0.1 entropy:0.823 +2026-01-07 12:11:04 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:737.90 total_reward_ma:755.56 loss:0.03731 fps:1396 +frame:8.98e+06 wall_t:6431 t:561250 epi:nan +opt_step:140288 lr:2.554e-05 clip_eps:0.1 entropy:0.9837 +2026-01-07 12:11:11 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:741.75 total_reward_ma:756.05 loss:0.01595 fps:1396 +frame:8.99e+06 wall_t:6438 t:561875 epi:nan +opt_step:140448 lr:2.528e-05 clip_eps:0.1 entropy:0.8301 +2026-01-07 12:11:17 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:730.15 total_reward_ma:756.44 loss:0.05593 fps:1397 +frame:9.00e+06 wall_t:6444 t:562500 epi:nan +opt_step:140608 lr:2.503e-05 clip_eps:0.1 entropy:0.7485 +2026-01-07 12:11:23 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:747.45 total_reward_ma:757.15 loss:0.02576 fps:1397 +frame:9.01e+06 wall_t:6450 t:563125 epi:nan +opt_step:140768 lr:2.477e-05 clip_eps:0.1 entropy:0.9041 +2026-01-07 12:11:30 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:744.30 total_reward_ma:757.59 loss:0.04352 fps:1397 +frame:9.02e+06 wall_t:6457 t:563750 epi:nan +opt_step:140928 lr:2.452e-05 clip_eps:0.1 entropy:0.8961 +2026-01-07 12:11:37 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:737.25 total_reward_ma:757.81 loss:0.06547 fps:1397 +frame:9.03e+06 wall_t:6464 t:564375 epi:nan +opt_step:141088 lr:2.426e-05 clip_eps:0.1 entropy:0.7364 +2026-01-07 12:11:45 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:758.30 total_reward_ma:758.05 loss:0.01798 fps:1397 +frame:9.04e+06 wall_t:6472 t:565000 epi:nan +opt_step:141248 lr:2.4e-05 clip_eps:0.1 entropy:0.8674 +2026-01-07 12:11:50 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:750.25 total_reward_ma:758.25 loss:0.06265 fps:1397 +frame:9.05e+06 wall_t:6477 t:565625 epi:nan +opt_step:141376 lr:2.38e-05 clip_eps:0.1 entropy:0.7303 +2026-01-07 12:11:55 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:753.95 total_reward_ma:758.55 loss:0.009194 fps:1398 +frame:9.06e+06 wall_t:6482 t:566250 epi:nan +opt_step:141536 lr:2.354e-05 clip_eps:0.1 entropy:0.8242 +2026-01-07 12:12:00 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:746.10 total_reward_ma:758.32 loss:0.0174 fps:1398 +frame:9.07e+06 wall_t:6488 t:566875 epi:nan +opt_step:141696 lr:2.329e-05 clip_eps:0.1 entropy:0.8259 +2026-01-07 12:12:06 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:737.95 total_reward_ma:757.97 loss:0.02026 fps:1398 +frame:9.08e+06 wall_t:6493 t:567500 epi:nan +opt_step:141856 lr:2.303e-05 clip_eps:0.1 entropy:0.9017 +2026-01-07 12:12:13 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:743.75 total_reward_ma:757.63 loss:0.02167 fps:1398 +frame:9.09e+06 wall_t:6500 t:568125 epi:nan +opt_step:142016 lr:2.277e-05 clip_eps:0.1 entropy:0.9264 +2026-01-07 12:12:20 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:741.65 total_reward_ma:757.38 loss:0.03118 fps:1398 +frame:9.10e+06 wall_t:6507 t:568750 epi:nan +opt_step:142176 lr:2.252e-05 clip_eps:0.1 entropy:0.8308 +2026-01-07 12:12:26 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:741.65 total_reward_ma:757.12 loss:0.1076 fps:1399 +frame:9.11e+06 wall_t:6513 t:569375 epi:nan +opt_step:142336 lr:2.226e-05 clip_eps:0.1 entropy:0.7289 +2026-01-07 12:12:33 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:749.90 total_reward_ma:757.10 loss:0.06537 fps:1399 +frame:9.12e+06 wall_t:6520 t:570000 epi:nan +opt_step:142496 lr:2.201e-05 clip_eps:0.1 entropy:0.8632 +2026-01-07 12:12:39 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:772.20 total_reward_ma:756.90 loss:0.07898 fps:1399 +frame:9.13e+06 wall_t:6526 t:570625 epi:nan +opt_step:142656 lr:2.175e-05 clip_eps:0.1 entropy:0.9625 +2026-01-07 12:12:45 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:744.35 total_reward_ma:756.64 loss:0.01137 fps:1399 +frame:9.14e+06 wall_t:6532 t:571250 epi:nan +opt_step:142784 lr:2.155e-05 clip_eps:0.1 entropy:0.8807 +2026-01-07 12:12:51 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:757.30 total_reward_ma:756.46 loss:0.05766 fps:1400 +frame:9.15e+06 wall_t:6538 t:571875 epi:nan +opt_step:142944 lr:2.129e-05 clip_eps:0.1 entropy:0.7901 +2026-01-07 12:12:57 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:779.60 total_reward_ma:756.40 loss:0.035 fps:1400 +frame:9.16e+06 wall_t:6545 t:572500 epi:nan +opt_step:143104 lr:2.103e-05 clip_eps:0.1 entropy:0.9483 +2026-01-07 12:13:04 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:790.05 total_reward_ma:756.69 loss:0.05162 fps:1400 +frame:9.17e+06 wall_t:6551 t:573125 epi:nan +opt_step:143264 lr:2.078e-05 clip_eps:0.1 entropy:0.9113 +2026-01-07 12:13:11 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:791.45 total_reward_ma:757.01 loss:0.05689 fps:1400 +frame:9.18e+06 wall_t:6558 t:573750 epi:nan +opt_step:143424 lr:2.052e-05 clip_eps:0.1 entropy:0.6226 +2026-01-07 12:13:17 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:790.30 total_reward_ma:757.15 loss:0.08929 fps:1400 +frame:9.19e+06 wall_t:6564 t:574375 epi:nan +opt_step:143584 lr:2.027e-05 clip_eps:0.1 entropy:0.9163 +2026-01-07 12:13:24 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:777.80 total_reward_ma:757.04 loss:0.02494 fps:1400 +frame:9.20e+06 wall_t:6571 t:575000 epi:nan +opt_step:143744 lr:2.001e-05 clip_eps:0.1 entropy:0.9502 +2026-01-07 12:13:30 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:765.65 total_reward_ma:756.82 loss:0.06436 fps:1400 +frame:9.21e+06 wall_t:6577 t:575625 epi:nan +opt_step:143904 lr:1.975e-05 clip_eps:0.1 entropy:0.855 +2026-01-07 12:13:36 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:764.90 total_reward_ma:756.54 loss:0.03764 fps:1401 +frame:9.22e+06 wall_t:6583 t:576250 epi:nan +opt_step:144032 lr:1.955e-05 clip_eps:0.1 entropy:0.7053 +2026-01-07 12:13:42 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:768.55 total_reward_ma:756.50 loss:0.06251 fps:1401 +frame:9.23e+06 wall_t:6589 t:576875 epi:nan +opt_step:144192 lr:1.929e-05 clip_eps:0.1 entropy:0.8912 +2026-01-07 12:13:48 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:762.40 total_reward_ma:756.50 loss:0.0619 fps:1401 +frame:9.24e+06 wall_t:6595 t:577500 epi:nan +opt_step:144352 lr:1.904e-05 clip_eps:0.1 entropy:0.931 +2026-01-07 12:13:55 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:790.30 total_reward_ma:756.70 loss:0.05866 fps:1401 +frame:9.25e+06 wall_t:6602 t:578125 epi:nan +opt_step:144512 lr:1.878e-05 clip_eps:0.1 entropy:0.6772 +2026-01-07 12:14:02 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:771.90 total_reward_ma:756.59 loss:0.03516 fps:1401 +frame:9.26e+06 wall_t:6609 t:578750 epi:nan +opt_step:144672 lr:1.852e-05 clip_eps:0.1 entropy:0.7669 +2026-01-07 12:14:08 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:769.15 total_reward_ma:756.51 loss:0.02537 fps:1401 +frame:9.27e+06 wall_t:6616 t:579375 epi:nan +opt_step:144832 lr:1.827e-05 clip_eps:0.1 entropy:0.8439 +2026-01-07 12:14:15 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:776.65 total_reward_ma:756.56 loss:0.02914 fps:1401 +frame:9.28e+06 wall_t:6622 t:580000 epi:nan +opt_step:144992 lr:1.801e-05 clip_eps:0.1 entropy:0.9251 +2026-01-07 12:14:21 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:776.40 total_reward_ma:756.80 loss:0.02264 fps:1402 +frame:9.29e+06 wall_t:6628 t:580625 epi:nan +opt_step:145152 lr:1.776e-05 clip_eps:0.1 entropy:0.8763 +2026-01-07 12:14:28 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:792.50 total_reward_ma:757.14 loss:0.08265 fps:1402 +frame:9.30e+06 wall_t:6635 t:581250 epi:nan +opt_step:145312 lr:1.75e-05 clip_eps:0.1 entropy:0.9476 +2026-01-07 12:14:34 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:808.65 total_reward_ma:757.54 loss:0.06013 fps:1402 +frame:9.31e+06 wall_t:6641 t:581875 epi:nan +opt_step:145440 lr:1.73e-05 clip_eps:0.1 entropy:0.8059 +2026-01-07 12:14:40 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:819.70 total_reward_ma:758.05 loss:0.04294 fps:1402 +frame:9.32e+06 wall_t:6647 t:582500 epi:nan +opt_step:145600 lr:1.704e-05 clip_eps:0.1 entropy:0.7473 +2026-01-07 12:14:46 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:833.30 total_reward_ma:758.78 loss:0.04785 fps:1402 +frame:9.33e+06 wall_t:6653 t:583125 epi:nan +opt_step:145760 lr:1.678e-05 clip_eps:0.1 entropy:0.9061 +2026-01-07 12:14:53 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:814.15 total_reward_ma:759.20 loss:0.05833 fps:1402 +frame:9.34e+06 wall_t:6660 t:583750 epi:nan +opt_step:145920 lr:1.653e-05 clip_eps:0.1 entropy:0.8166 +2026-01-07 12:15:00 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:831.40 total_reward_ma:759.90 loss:0.04612 fps:1402 +frame:9.35e+06 wall_t:6667 t:584375 epi:nan +opt_step:146080 lr:1.627e-05 clip_eps:0.1 entropy:0.7745 +2026-01-07 12:15:06 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:821.90 total_reward_ma:760.48 loss:0.04169 fps:1403 +frame:9.36e+06 wall_t:6673 t:585000 epi:nan +opt_step:146240 lr:1.602e-05 clip_eps:0.1 entropy:0.8231 +2026-01-07 12:15:13 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:811.00 total_reward_ma:760.97 loss:0.0177 fps:1403 +frame:9.37e+06 wall_t:6680 t:585625 epi:nan +opt_step:146400 lr:1.576e-05 clip_eps:0.1 entropy:0.9886 +2026-01-07 12:15:19 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:812.45 total_reward_ma:761.41 loss:0.06008 fps:1403 +frame:9.38e+06 wall_t:6686 t:586250 epi:nan +opt_step:146560 lr:1.55e-05 clip_eps:0.1 entropy:0.9811 +2026-01-07 12:15:25 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:828.50 total_reward_ma:761.97 loss:0.03206 fps:1403 +frame:9.39e+06 wall_t:6692 t:586875 epi:nan +opt_step:146688 lr:1.53e-05 clip_eps:0.1 entropy:0.6983 +2026-01-07 12:15:31 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:821.90 total_reward_ma:762.65 loss:0.02867 fps:1403 +frame:9.40e+06 wall_t:6699 t:587500 epi:nan +opt_step:146848 lr:1.504e-05 clip_eps:0.1 entropy:0.719 +2026-01-07 12:15:37 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:801.80 total_reward_ma:763.37 loss:0.02275 fps:1404 +frame:9.41e+06 wall_t:6704 t:588125 epi:nan +opt_step:147008 lr:1.479e-05 clip_eps:0.1 entropy:0.8229 +2026-01-07 12:15:42 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:794.35 total_reward_ma:764.08 loss:0.0287 fps:1404 +frame:9.42e+06 wall_t:6709 t:588750 epi:nan +opt_step:147168 lr:1.453e-05 clip_eps:0.1 entropy:0.8661 +2026-01-07 12:15:47 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:793.00 total_reward_ma:764.68 loss:0.05538 fps:1405 +frame:9.43e+06 wall_t:6714 t:589375 epi:nan +opt_step:147328 lr:1.428e-05 clip_eps:0.1 entropy:0.8183 +2026-01-07 12:15:52 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:801.70 total_reward_ma:765.43 loss:0.02618 fps:1405 +frame:9.44e+06 wall_t:6720 t:590000 epi:nan +opt_step:147488 lr:1.402e-05 clip_eps:0.1 entropy:0.8651 +2026-01-07 12:15:59 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:784.50 total_reward_ma:765.87 loss:0.05968 fps:1405 +frame:9.45e+06 wall_t:6727 t:590625 epi:nan +opt_step:147648 lr:1.376e-05 clip_eps:0.1 entropy:0.8607 +2026-01-07 12:16:06 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:772.85 total_reward_ma:766.31 loss:0.06768 fps:1405 +frame:9.46e+06 wall_t:6733 t:591250 epi:nan +opt_step:147808 lr:1.351e-05 clip_eps:0.1 entropy:0.8537 +2026-01-07 12:16:12 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:761.15 total_reward_ma:766.59 loss:0.1039 fps:1405 +frame:9.47e+06 wall_t:6739 t:591875 epi:nan +opt_step:147968 lr:1.325e-05 clip_eps:0.1 entropy:0.7141 +2026-01-07 12:16:18 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:764.05 total_reward_ma:766.73 loss:0.02521 fps:1405 +frame:9.48e+06 wall_t:6745 t:592500 epi:nan +opt_step:148096 lr:1.305e-05 clip_eps:0.1 entropy:0.8542 +2026-01-07 12:16:24 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:740.80 total_reward_ma:766.63 loss:0.06855 fps:1406 +frame:9.49e+06 wall_t:6751 t:593125 epi:nan +opt_step:148256 lr:1.279e-05 clip_eps:0.1 entropy:0.9674 +2026-01-07 12:16:31 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:748.20 total_reward_ma:766.59 loss:0.06367 fps:1406 +frame:9.50e+06 wall_t:6758 t:593750 epi:nan +opt_step:148416 lr:1.253e-05 clip_eps:0.1 entropy:0.891 +2026-01-07 12:16:37 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:759.60 total_reward_ma:766.46 loss:0.05865 fps:1406 +frame:9.51e+06 wall_t:6764 t:594375 epi:nan +opt_step:148576 lr:1.228e-05 clip_eps:0.1 entropy:0.9148 +2026-01-07 12:16:44 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:768.00 total_reward_ma:766.32 loss:0.03278 fps:1406 +frame:9.52e+06 wall_t:6771 t:595000 epi:nan +opt_step:148736 lr:1.202e-05 clip_eps:0.1 entropy:0.826 +2026-01-07 12:16:50 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:774.85 total_reward_ma:766.34 loss:0.08588 fps:1406 +frame:9.53e+06 wall_t:6777 t:595625 epi:nan +opt_step:148896 lr:1.177e-05 clip_eps:0.1 entropy:0.9062 +2026-01-07 12:16:56 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:743.55 total_reward_ma:765.92 loss:0.05753 fps:1406 +frame:9.54e+06 wall_t:6784 t:596250 epi:nan +opt_step:149056 lr:1.151e-05 clip_eps:0.1 entropy:0.7681 +2026-01-07 12:17:01 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:743.95 total_reward_ma:765.58 loss:0.04829 fps:1407 +frame:9.55e+06 wall_t:6789 t:596875 epi:nan +opt_step:149216 lr:1.125e-05 clip_eps:0.1 entropy:0.7433 +2026-01-07 12:17:06 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:751.40 total_reward_ma:765.32 loss:0.04147 fps:1407 +frame:9.56e+06 wall_t:6793 t:597500 epi:nan +opt_step:149344 lr:1.105e-05 clip_eps:0.1 entropy:0.8105 +2026-01-07 12:17:11 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:761.25 total_reward_ma:765.07 loss:0.08364 fps:1408 +frame:9.57e+06 wall_t:6798 t:598125 epi:nan +opt_step:149504 lr:1.079e-05 clip_eps:0.1 entropy:0.8261 +2026-01-07 12:17:17 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:757.45 total_reward_ma:764.80 loss:0.0723 fps:1408 +frame:9.58e+06 wall_t:6804 t:598750 epi:nan +opt_step:149664 lr:1.054e-05 clip_eps:0.1 entropy:0.7504 +2026-01-07 12:17:22 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:752.15 total_reward_ma:764.55 loss:0.06753 fps:1408 +frame:9.59e+06 wall_t:6809 t:599375 epi:nan +opt_step:149824 lr:1.028e-05 clip_eps:0.1 entropy:0.8277 +2026-01-07 12:17:28 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:747.65 total_reward_ma:764.25 loss:0.04849 fps:1409 +frame:9.60e+06 wall_t:6815 t:600000 epi:nan +opt_step:149984 lr:1.003e-05 clip_eps:0.1 entropy:0.805 +2026-01-07 12:17:34 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:735.80 total_reward_ma:763.97 loss:0.03722 fps:1409 +frame:9.61e+06 wall_t:6821 t:600625 epi:nan +opt_step:150144 lr:9.77e-06 clip_eps:0.1 entropy:0.7341 +2026-01-07 12:17:40 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:734.75 total_reward_ma:763.52 loss:0.01205 fps:1409 +frame:9.62e+06 wall_t:6827 t:601250 epi:nan +opt_step:150304 lr:9.514e-06 clip_eps:0.1 entropy:0.933 +2026-01-07 12:17:46 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:739.00 total_reward_ma:763.14 loss:0.05097 fps:1409 +frame:9.63e+06 wall_t:6833 t:601875 epi:nan +opt_step:150464 lr:9.258e-06 clip_eps:0.1 entropy:0.8279 +2026-01-07 12:17:53 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:744.20 total_reward_ma:762.81 loss:0.03398 fps:1409 +frame:9.64e+06 wall_t:6840 t:602500 epi:nan +opt_step:150624 lr:9.002e-06 clip_eps:0.1 entropy:0.7995 +2026-01-07 12:17:57 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:761.55 total_reward_ma:762.68 loss:0.06677 fps:1410 +frame:9.65e+06 wall_t:6844 t:603125 epi:nan +opt_step:150752 lr:8.797e-06 clip_eps:0.1 entropy:0.8312 +2026-01-07 12:18:02 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:759.25 total_reward_ma:762.42 loss:0.08355 fps:1410 +frame:9.66e+06 wall_t:6849 t:603750 epi:nan +opt_step:150912 lr:8.541e-06 clip_eps:0.1 entropy:0.8461 +2026-01-07 12:18:08 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:789.00 total_reward_ma:762.44 loss:0.07352 fps:1411 +frame:9.67e+06 wall_t:6855 t:604375 epi:nan +opt_step:151072 lr:8.285e-06 clip_eps:0.1 entropy:0.8573 +2026-01-07 12:18:13 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:807.30 total_reward_ma:762.76 loss:0.06143 fps:1411 +frame:9.68e+06 wall_t:6860 t:605000 epi:nan +opt_step:151232 lr:8.029e-06 clip_eps:0.1 entropy:0.8701 +2026-01-07 12:18:18 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:810.75 total_reward_ma:763.09 loss:0.04899 fps:1412 +frame:9.69e+06 wall_t:6865 t:605625 epi:nan +opt_step:151392 lr:7.773e-06 clip_eps:0.1 entropy:0.8134 +2026-01-07 12:18:24 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:817.05 total_reward_ma:763.39 loss:0.06173 fps:1412 +frame:9.70e+06 wall_t:6872 t:606250 epi:nan +opt_step:151552 lr:7.517e-06 clip_eps:0.1 entropy:0.7337 +2026-01-07 12:18:31 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:808.45 total_reward_ma:763.57 loss:0.05453 fps:1412 +frame:9.71e+06 wall_t:6878 t:606875 epi:nan +opt_step:151712 lr:7.261e-06 clip_eps:0.1 entropy:0.7718 +2026-01-07 12:18:38 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:812.95 total_reward_ma:763.77 loss:0.03498 fps:1412 +frame:9.72e+06 wall_t:6885 t:607500 epi:nan +opt_step:151872 lr:7.005e-06 clip_eps:0.1 entropy:0.927 +2026-01-07 12:18:44 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:812.20 total_reward_ma:763.96 loss:0.04074 fps:1412 +frame:9.73e+06 wall_t:6891 t:608125 epi:nan +opt_step:152000 lr:6.8e-06 clip_eps:0.1 entropy:0.8686 +2026-01-07 12:18:50 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:819.35 total_reward_ma:764.32 loss:0.09371 fps:1412 +frame:9.74e+06 wall_t:6897 t:608750 epi:nan +opt_step:152160 lr:6.544e-06 clip_eps:0.1 entropy:0.7451 +2026-01-07 12:18:56 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:844.25 total_reward_ma:765.11 loss:0.05254 fps:1412 +frame:9.75e+06 wall_t:6903 t:609375 epi:nan +opt_step:152320 lr:6.288e-06 clip_eps:0.1 entropy:0.853 +2026-01-07 12:19:02 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:837.15 total_reward_ma:765.88 loss:0.1237 fps:1412 +frame:9.76e+06 wall_t:6910 t:610000 epi:nan +opt_step:152480 lr:6.032e-06 clip_eps:0.1 entropy:0.7899 +2026-01-07 12:19:09 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:816.95 total_reward_ma:766.50 loss:0.01621 fps:1413 +frame:9.77e+06 wall_t:6916 t:610625 epi:nan +opt_step:152640 lr:5.776e-06 clip_eps:0.1 entropy:0.8179 +2026-01-07 12:19:15 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:813.10 total_reward_ma:767.09 loss:0.07509 fps:1413 +frame:9.78e+06 wall_t:6922 t:611250 epi:nan +opt_step:152800 lr:5.52e-06 clip_eps:0.1 entropy:0.8427 +2026-01-07 12:19:21 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:816.25 total_reward_ma:767.71 loss:0.03402 fps:1413 +frame:9.79e+06 wall_t:6928 t:611875 epi:nan +opt_step:152960 lr:5.264e-06 clip_eps:0.1 entropy:0.7359 +2026-01-07 12:19:27 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:828.15 total_reward_ma:768.60 loss:0.03791 fps:1413 +frame:9.80e+06 wall_t:6934 t:612500 epi:nan +opt_step:153120 lr:5.008e-06 clip_eps:0.1 entropy:0.8472 +2026-01-07 12:19:33 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:837.20 total_reward_ma:769.59 loss:0.04396 fps:1414 +frame:9.81e+06 wall_t:6940 t:613125 epi:nan +opt_step:153280 lr:4.752e-06 clip_eps:0.1 entropy:0.8928 +2026-01-07 12:19:39 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:853.65 total_reward_ma:770.76 loss:0.02212 fps:1414 +frame:9.82e+06 wall_t:6946 t:613750 epi:nan +opt_step:153408 lr:4.547e-06 clip_eps:0.1 entropy:0.8196 +2026-01-07 12:19:45 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:852.00 total_reward_ma:772.03 loss:0.05031 fps:1414 +frame:9.83e+06 wall_t:6952 t:614375 epi:nan +opt_step:153568 lr:4.291e-06 clip_eps:0.1 entropy:0.6282 +2026-01-07 12:19:51 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:837.40 total_reward_ma:772.98 loss:0.04285 fps:1414 +frame:9.84e+06 wall_t:6958 t:615000 epi:nan +opt_step:153728 lr:4.035e-06 clip_eps:0.1 entropy:0.8103 +2026-01-07 12:19:57 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:835.95 total_reward_ma:773.88 loss:0.0366 fps:1414 +frame:9.85e+06 wall_t:6964 t:615625 epi:nan +opt_step:153888 lr:3.779e-06 clip_eps:0.1 entropy:0.8234 +2026-01-07 12:20:04 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:811.10 total_reward_ma:774.64 loss:0.03497 fps:1414 +frame:9.86e+06 wall_t:6971 t:616250 epi:nan +opt_step:154048 lr:3.523e-06 clip_eps:0.1 entropy:0.7641 +2026-01-07 12:20:10 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:788.00 total_reward_ma:775.16 loss:0.06225 fps:1414 +frame:9.87e+06 wall_t:6978 t:616875 epi:nan +opt_step:154208 lr:3.267e-06 clip_eps:0.1 entropy:0.8086 +2026-01-07 12:20:17 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:803.30 total_reward_ma:775.90 loss:0.02644 fps:1415 +frame:9.88e+06 wall_t:6984 t:617500 epi:nan +opt_step:154368 lr:3.011e-06 clip_eps:0.1 entropy:0.8707 +2026-01-07 12:20:23 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:814.20 total_reward_ma:776.92 loss:0.07911 fps:1415 +frame:9.89e+06 wall_t:6991 t:618125 epi:nan +opt_step:154528 lr:2.755e-06 clip_eps:0.1 entropy:0.7952 +2026-01-07 12:20:29 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:806.75 total_reward_ma:777.91 loss:0.06263 fps:1415 +frame:9.90e+06 wall_t:6996 t:618750 epi:nan +opt_step:154656 lr:2.55e-06 clip_eps:0.1 entropy:0.8604 +2026-01-07 12:20:35 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:792.40 total_reward_ma:778.67 loss:0.04244 fps:1415 +frame:9.91e+06 wall_t:7002 t:619375 epi:nan +opt_step:154816 lr:2.294e-06 clip_eps:0.1 entropy:0.7467 +2026-01-07 12:20:41 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:787.25 total_reward_ma:779.38 loss:0.02691 fps:1416 +frame:9.92e+06 wall_t:7008 t:620000 epi:nan +opt_step:154976 lr:2.038e-06 clip_eps:0.1 entropy:0.7285 +2026-01-07 12:20:47 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:784.55 total_reward_ma:779.99 loss:0.04478 fps:1416 +frame:9.93e+06 wall_t:7015 t:620625 epi:nan +opt_step:155136 lr:1.782e-06 clip_eps:0.1 entropy:0.7184 +2026-01-07 12:20:52 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:797.50 total_reward_ma:780.73 loss:0.07372 fps:1416 +frame:9.94e+06 wall_t:7019 t:621250 epi:nan +opt_step:155296 lr:1.526e-06 clip_eps:0.1 entropy:0.7418 +2026-01-07 12:20:57 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:818.05 total_reward_ma:781.72 loss:0.04811 fps:1417 +frame:9.95e+06 wall_t:7024 t:621875 epi:nan +opt_step:155456 lr:1.27e-06 clip_eps:0.1 entropy:0.7249 +2026-01-07 12:21:01 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:829.90 total_reward_ma:782.90 loss:0.03155 fps:1417 +frame:9.96e+06 wall_t:7029 t:622500 epi:nan +opt_step:155616 lr:1.014e-06 clip_eps:0.1 entropy:0.8158 +2026-01-07 12:21:06 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:829.90 total_reward_ma:784.16 loss:0.08317 fps:1418 +frame:9.97e+06 wall_t:7033 t:623125 epi:nan +opt_step:155776 lr:7.584e-07 clip_eps:0.1 entropy:0.8431 +2026-01-07 12:21:11 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:834.75 total_reward_ma:785.12 loss:0.0387 fps:1418 +frame:9.98e+06 wall_t:7038 t:623750 epi:nan +opt_step:155936 lr:5.024e-07 clip_eps:0.1 entropy:0.9054 +2026-01-07 12:21:15 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:820.90 total_reward_ma:785.91 loss:0.05188 fps:1419 +frame:9.99e+06 wall_t:7042 t:624375 epi:nan +opt_step:156064 lr:2.976e-07 clip_eps:0.1 entropy:0.7538 +2026-01-07 12:21:18 | INFO | PID:1617 | slm_lab.agent:log_summary | Trial 0 session 1 ppo_atari_spaceinvaders_t0_s1 [train] +total_reward:812.80 total_reward_ma:786.74 loss:0.0291 fps:1419 +frame:1.00e+07 wall_t:7046 t:625000 epi:nan +opt_step:156224 lr:4.16e-08 clip_eps:0.1 entropy:0.7806 +2026-01-07 12:21:19 | INFO | PID:1617 | slm_lab.lib.logger:info | Session 1 done diff --git a/data/ppo_atari_spaceinvaders_2026_01_07_102346/log/ppo_atari_spaceinvaders_t0_s2.log b/data/ppo_atari_spaceinvaders_2026_01_07_102346/log/ppo_atari_spaceinvaders_t0_s2.log new file mode 100644 index 0000000000000000000000000000000000000000..640d453adf87bc35eebc97607400b5637d7efab8 --- /dev/null +++ b/data/ppo_atari_spaceinvaders_2026_01_07_102346/log/ppo_atari_spaceinvaders_t0_s2.log @@ -0,0 +1,4002 @@ +2026-01-07 10:23:50 | INFO | PID:1618 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-07 10:24:17 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:96.67 total_reward_ma:96.67 loss:0.02626 fps:416.7 +frame:1.00e+04 wall_t:24 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:1.767 +2026-01-07 10:24:24 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:133.87 total_reward_ma:115.27 loss:0.03145 fps:645.2 +frame:2.00e+04 wall_t:31 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:1.756 +2026-01-07 10:24:29 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:140.27 total_reward_ma:123.60 loss:0.01552 fps:810.8 +frame:3.00e+04 wall_t:37 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:1.759 +2026-01-07 10:24:39 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:135.13 total_reward_ma:126.49 loss:0.02316 fps:869.6 +frame:4.00e+04 wall_t:46 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:1.741 +2026-01-07 10:24:48 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:137.53 total_reward_ma:128.69 loss:0.01329 fps:909.1 +frame:5.00e+04 wall_t:55 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:1.722 +2026-01-07 10:24:56 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:138.15 total_reward_ma:130.27 loss:0.01761 fps:952.4 +frame:6.00e+04 wall_t:63 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:1.693 +2026-01-07 10:25:04 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:144.15 total_reward_ma:132.25 loss:0.02906 fps:985.9 +frame:7.00e+04 wall_t:71 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:1.723 +2026-01-07 10:25:12 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:149.35 total_reward_ma:134.39 loss:0.04181 fps:1000 +frame:8.00e+04 wall_t:80 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:1.697 +2026-01-07 10:25:20 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:165.30 total_reward_ma:137.82 loss:0.04677 fps:1034 +frame:9.00e+04 wall_t:87 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:1.684 +2026-01-07 10:25:27 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:170.50 total_reward_ma:141.09 loss:0.03926 fps:1064 +frame:1.00e+05 wall_t:94 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:1.679 +2026-01-07 10:25:34 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:184.60 total_reward_ma:145.05 loss:0.04254 fps:1089 +frame:1.10e+05 wall_t:101 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:1.638 +2026-01-07 10:25:43 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:175.85 total_reward_ma:147.61 loss:0.05643 fps:1091 +frame:1.20e+05 wall_t:110 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:1.655 +2026-01-07 10:25:51 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:177.60 total_reward_ma:149.92 loss:0.05626 fps:1102 +frame:1.30e+05 wall_t:118 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:1.648 +2026-01-07 10:25:59 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:185.50 total_reward_ma:152.46 loss:0.01693 fps:1111 +frame:1.40e+05 wall_t:126 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:1.645 +2026-01-07 10:26:06 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:192.95 total_reward_ma:155.16 loss:0.03874 fps:1128 +frame:1.50e+05 wall_t:133 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:1.633 +2026-01-07 10:26:14 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:179.10 total_reward_ma:156.66 loss:0.01226 fps:1135 +frame:1.60e+05 wall_t:141 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:1.619 +2026-01-07 10:26:21 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:190.75 total_reward_ma:158.66 loss:0.03382 fps:1149 +frame:1.70e+05 wall_t:148 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:1.62 +2026-01-07 10:26:29 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:197.50 total_reward_ma:160.82 loss:0.02689 fps:1154 +frame:1.80e+05 wall_t:156 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:1.606 +2026-01-07 10:26:37 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:184.45 total_reward_ma:162.06 loss:0.03563 fps:1159 +frame:1.90e+05 wall_t:164 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:1.613 +2026-01-07 10:26:45 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:184.40 total_reward_ma:163.18 loss:0.0208 fps:1163 +frame:2.00e+05 wall_t:172 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:1.598 +2026-01-07 10:26:53 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:198.65 total_reward_ma:164.87 loss:0.008131 fps:1167 +frame:2.10e+05 wall_t:180 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:1.623 +2026-01-07 10:27:00 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:196.15 total_reward_ma:166.29 loss:0.01633 fps:1176 +frame:2.20e+05 wall_t:187 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:1.572 +2026-01-07 10:27:07 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:192.45 total_reward_ma:167.43 loss:0.02662 fps:1179 +frame:2.30e+05 wall_t:195 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:1.593 +2026-01-07 10:27:15 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:196.80 total_reward_ma:168.65 loss:0.03689 fps:1188 +frame:2.40e+05 wall_t:202 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:1.552 +2026-01-07 10:27:22 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:206.35 total_reward_ma:170.16 loss:0.03171 fps:1196 +frame:2.50e+05 wall_t:209 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:1.556 +2026-01-07 10:27:29 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:217.10 total_reward_ma:171.97 loss:0.03674 fps:1204 +frame:2.60e+05 wall_t:216 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:1.483 +2026-01-07 10:27:37 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:229.20 total_reward_ma:174.09 loss:0.02151 fps:1205 +frame:2.70e+05 wall_t:224 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:1.555 +2026-01-07 10:27:45 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:239.15 total_reward_ma:176.41 loss:0.01417 fps:1207 +frame:2.80e+05 wall_t:232 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:1.517 +2026-01-07 10:27:53 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:268.80 total_reward_ma:179.60 loss:0.003699 fps:1208 +frame:2.90e+05 wall_t:240 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:1.508 +2026-01-07 10:28:01 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:282.60 total_reward_ma:183.03 loss:0.02018 fps:1210 +frame:3.00e+05 wall_t:248 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:1.421 +2026-01-07 10:28:09 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:291.20 total_reward_ma:186.52 loss:0.03794 fps:1211 +frame:3.10e+05 wall_t:256 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:1.447 +2026-01-07 10:28:16 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:306.05 total_reward_ma:190.25 loss:0.02424 fps:1217 +frame:3.20e+05 wall_t:263 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:1.329 +2026-01-07 10:28:24 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:306.40 total_reward_ma:193.77 loss:0.03357 fps:1218 +frame:3.30e+05 wall_t:271 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:1.279 +2026-01-07 10:28:31 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:307.05 total_reward_ma:197.10 loss:0.005566 fps:1223 +frame:3.40e+05 wall_t:278 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:1.392 +2026-01-07 10:28:38 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:325.25 total_reward_ma:200.77 loss:0.004406 fps:1228 +frame:3.50e+05 wall_t:285 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:1.37 +2026-01-07 10:28:45 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:336.80 total_reward_ma:204.54 loss:0.0292 fps:1233 +frame:3.60e+05 wall_t:292 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:1.359 +2026-01-07 10:28:53 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:340.20 total_reward_ma:208.21 loss:0.02065 fps:1233 +frame:3.70e+05 wall_t:300 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:1.372 +2026-01-07 10:29:02 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:345.90 total_reward_ma:211.83 loss:0.0156 fps:1230 +frame:3.80e+05 wall_t:309 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:1.207 +2026-01-07 10:29:10 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:338.45 total_reward_ma:215.08 loss:0.01319 fps:1230 +frame:3.90e+05 wall_t:317 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:1.312 +2026-01-07 10:29:17 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:346.70 total_reward_ma:218.37 loss:0.01492 fps:1235 +frame:4.00e+05 wall_t:324 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:1.392 +2026-01-07 10:29:25 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:354.40 total_reward_ma:221.69 loss:0.0244 fps:1235 +frame:4.10e+05 wall_t:332 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:1.327 +2026-01-07 10:29:33 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:350.90 total_reward_ma:224.77 loss:0.01159 fps:1235 +frame:4.20e+05 wall_t:340 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:1.332 +2026-01-07 10:29:41 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:354.80 total_reward_ma:227.79 loss:0.0121 fps:1236 +frame:4.30e+05 wall_t:348 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:1.354 +2026-01-07 10:29:48 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:367.15 total_reward_ma:230.96 loss:0.007387 fps:1239 +frame:4.40e+05 wall_t:355 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:1.386 +2026-01-07 10:29:56 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:375.55 total_reward_ma:234.17 loss:0.01249 fps:1240 +frame:4.50e+05 wall_t:363 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:1.31 +2026-01-07 10:30:03 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:386.55 total_reward_ma:237.48 loss:0.02702 fps:1243 +frame:4.60e+05 wall_t:370 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:1.268 +2026-01-07 10:30:11 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:409.30 total_reward_ma:241.14 loss:0.0561 fps:1243 +frame:4.70e+05 wall_t:378 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:1.218 +2026-01-07 10:30:19 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:409.30 total_reward_ma:244.64 loss:0.03074 fps:1244 +frame:4.80e+05 wall_t:386 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:1.218 +2026-01-07 10:30:27 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:414.45 total_reward_ma:248.11 loss:0.002854 fps:1244 +frame:4.90e+05 wall_t:394 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:1.188 +2026-01-07 10:30:35 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:433.30 total_reward_ma:251.81 loss:0.02198 fps:1244 +frame:5.00e+05 wall_t:402 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:1.133 +2026-01-07 10:30:43 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:431.90 total_reward_ma:255.34 loss:0.01947 fps:1244 +frame:5.10e+05 wall_t:410 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:1.206 +2026-01-07 10:30:49 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:438.50 total_reward_ma:258.86 loss:0.0479 fps:1250 +frame:5.20e+05 wall_t:416 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:1.141 +2026-01-07 10:30:57 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:445.65 total_reward_ma:262.39 loss:0.003051 fps:1250 +frame:5.30e+05 wall_t:424 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:0.9949 +2026-01-07 10:31:04 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:448.70 total_reward_ma:265.84 loss:0.009078 fps:1253 +frame:5.40e+05 wall_t:431 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:1.19 +2026-01-07 10:31:12 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:467.45 total_reward_ma:269.50 loss:0.01618 fps:1253 +frame:5.50e+05 wall_t:439 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:1.145 +2026-01-07 10:31:18 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:463.05 total_reward_ma:272.96 loss:0.01706 fps:1258 +frame:5.60e+05 wall_t:445 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:1.048 +2026-01-07 10:31:24 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:469.80 total_reward_ma:276.41 loss:0.04199 fps:1264 +frame:5.70e+05 wall_t:451 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:1.197 +2026-01-07 10:31:30 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:476.10 total_reward_ma:279.86 loss:0.01859 fps:1269 +frame:5.80e+05 wall_t:457 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:1.192 +2026-01-07 10:31:36 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:479.10 total_reward_ma:283.23 loss:0.01545 fps:1274 +frame:5.90e+05 wall_t:463 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:1.108 +2026-01-07 10:31:44 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:475.25 total_reward_ma:286.43 loss:0.01368 fps:1274 +frame:6.00e+05 wall_t:471 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:0.9679 +2026-01-07 10:31:52 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:486.15 total_reward_ma:289.71 loss:0.008788 fps:1273 +frame:6.10e+05 wall_t:479 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:0.989 +2026-01-07 10:32:00 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:455.90 total_reward_ma:292.39 loss:0.01673 fps:1273 +frame:6.20e+05 wall_t:487 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:0.9656 +2026-01-07 10:32:07 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:459.15 total_reward_ma:295.04 loss:0.01716 fps:1275 +frame:6.30e+05 wall_t:494 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:1.041 +2026-01-07 10:32:15 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:449.10 total_reward_ma:297.44 loss:0.01841 fps:1275 +frame:6.40e+05 wall_t:502 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:0.9375 +2026-01-07 10:32:22 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:437.00 total_reward_ma:299.59 loss:0.009944 fps:1277 +frame:6.50e+05 wall_t:509 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:0.966 +2026-01-07 10:32:28 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:433.30 total_reward_ma:301.62 loss:0.01082 fps:1282 +frame:6.60e+05 wall_t:515 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:0.8846 +2026-01-07 10:32:34 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:427.00 total_reward_ma:303.49 loss:0.01585 fps:1286 +frame:6.70e+05 wall_t:521 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:0.9307 +2026-01-07 10:32:40 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:435.25 total_reward_ma:305.43 loss:0.04313 fps:1290 +frame:6.80e+05 wall_t:527 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:1 +2026-01-07 10:32:45 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:421.25 total_reward_ma:307.10 loss:0.006233 fps:1295 +frame:6.90e+05 wall_t:533 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:0.9434 +2026-01-07 10:32:52 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:432.55 total_reward_ma:308.90 loss:0.01355 fps:1299 +frame:7.00e+05 wall_t:539 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:0.9949 +2026-01-07 10:32:59 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:432.25 total_reward_ma:310.63 loss:0.001172 fps:1300 +frame:7.10e+05 wall_t:546 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:1.033 +2026-01-07 10:33:06 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:447.50 total_reward_ma:312.53 loss:0.01528 fps:1302 +frame:7.20e+05 wall_t:553 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:0.8136 +2026-01-07 10:33:12 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:445.30 total_reward_ma:314.35 loss:0.0138 fps:1306 +frame:7.30e+05 wall_t:559 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:1.055 +2026-01-07 10:33:18 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:446.95 total_reward_ma:316.14 loss:0.01003 fps:1310 +frame:7.40e+05 wall_t:565 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:0.9496 +2026-01-07 10:33:24 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:450.00 total_reward_ma:317.93 loss:0.01652 fps:1313 +frame:7.50e+05 wall_t:571 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:1.03 +2026-01-07 10:33:30 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:468.15 total_reward_ma:319.91 loss:-0.005641 fps:1315 +frame:7.60e+05 wall_t:578 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:0.7979 +2026-01-07 10:33:36 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:473.95 total_reward_ma:321.91 loss:0.02933 fps:1321 +frame:7.70e+05 wall_t:583 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:1.059 +2026-01-07 10:33:42 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:476.15 total_reward_ma:323.88 loss:0.008843 fps:1324 +frame:7.80e+05 wall_t:589 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:1.027 +2026-01-07 10:33:50 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:469.40 total_reward_ma:325.73 loss:0.0148 fps:1323 +frame:7.90e+05 wall_t:597 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:1.039 +2026-01-07 10:33:58 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:465.25 total_reward_ma:327.47 loss:0.01665 fps:1322 +frame:8.00e+05 wall_t:605 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:0.9385 +2026-01-07 10:34:06 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:442.95 total_reward_ma:328.90 loss:0.01658 fps:1321 +frame:8.10e+05 wall_t:613 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:0.9711 +2026-01-07 10:34:13 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:439.65 total_reward_ma:330.25 loss:0.02909 fps:1323 +frame:8.20e+05 wall_t:620 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:0.8598 +2026-01-07 10:34:21 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:450.20 total_reward_ma:331.69 loss:0.01622 fps:1320 +frame:8.30e+05 wall_t:629 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:0.9655 +2026-01-07 10:34:29 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:450.75 total_reward_ma:333.11 loss:-0.0001531 fps:1321 +frame:8.40e+05 wall_t:636 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:0.8346 +2026-01-07 10:34:38 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:443.75 total_reward_ma:334.41 loss:-0.005293 fps:1318 +frame:8.50e+05 wall_t:645 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:0.8856 +2026-01-07 10:34:46 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:436.00 total_reward_ma:335.59 loss:-0.003868 fps:1317 +frame:8.60e+05 wall_t:653 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:0.846 +2026-01-07 10:34:53 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:433.40 total_reward_ma:336.72 loss:-0.002527 fps:1316 +frame:8.70e+05 wall_t:661 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:1.097 +2026-01-07 10:35:01 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:438.30 total_reward_ma:337.87 loss:0.02641 fps:1317 +frame:8.80e+05 wall_t:668 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:1.129 +2026-01-07 10:35:08 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:448.85 total_reward_ma:339.12 loss:0.01414 fps:1319 +frame:8.90e+05 wall_t:675 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:1.178 +2026-01-07 10:35:16 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:459.65 total_reward_ma:340.46 loss:-0.0007319 fps:1318 +frame:9.00e+05 wall_t:683 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:1.057 +2026-01-07 10:35:23 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:475.95 total_reward_ma:341.95 loss:-0.00484 fps:1319 +frame:9.10e+05 wall_t:690 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:1.127 +2026-01-07 10:35:31 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:497.65 total_reward_ma:343.64 loss:-0.00449 fps:1318 +frame:9.20e+05 wall_t:698 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:0.8637 +2026-01-07 10:35:38 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:491.30 total_reward_ma:345.23 loss:0.0006002 fps:1319 +frame:9.30e+05 wall_t:705 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:0.8374 +2026-01-07 10:35:46 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:492.00 total_reward_ma:346.79 loss:0.03518 fps:1318 +frame:9.40e+05 wall_t:713 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:0.9831 +2026-01-07 10:35:54 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:498.90 total_reward_ma:348.39 loss:0.01814 fps:1318 +frame:9.50e+05 wall_t:721 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:1.029 +2026-01-07 10:36:01 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:507.05 total_reward_ma:350.04 loss:-0.005641 fps:1319 +frame:9.60e+05 wall_t:728 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:1.134 +2026-01-07 10:36:08 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:507.85 total_reward_ma:351.67 loss:0.007998 fps:1320 +frame:9.70e+05 wall_t:735 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:1.003 +2026-01-07 10:36:16 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:510.40 total_reward_ma:353.29 loss:0.003592 fps:1319 +frame:9.80e+05 wall_t:743 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:0.9735 +2026-01-07 10:36:24 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:520.15 total_reward_ma:354.97 loss:0.01906 fps:1318 +frame:9.90e+05 wall_t:751 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:1.094 +2026-01-07 10:36:32 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:509.40 total_reward_ma:356.52 loss:0.01985 fps:1318 +frame:1.00e+06 wall_t:759 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:1.016 +2026-01-07 10:36:40 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:494.50 total_reward_ma:360.50 loss:0.01819 fps:1317 +frame:1.01e+06 wall_t:767 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:1.008 +2026-01-07 10:36:48 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:494.45 total_reward_ma:364.10 loss:0.01299 fps:1316 +frame:1.02e+06 wall_t:775 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:0.9291 +2026-01-07 10:36:56 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:494.05 total_reward_ma:367.64 loss:0.0264 fps:1315 +frame:1.03e+06 wall_t:783 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:1.025 +2026-01-07 10:37:03 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:492.05 total_reward_ma:371.21 loss:0.004516 fps:1315 +frame:1.04e+06 wall_t:791 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:1.096 +2026-01-07 10:37:12 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:502.95 total_reward_ma:374.86 loss:0.004006 fps:1314 +frame:1.05e+06 wall_t:799 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:0.9919 +2026-01-07 10:37:20 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:491.15 total_reward_ma:378.39 loss:0.01024 fps:1314 +frame:1.06e+06 wall_t:807 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:1.01 +2026-01-07 10:37:27 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:493.65 total_reward_ma:381.89 loss:0.0108 fps:1314 +frame:1.07e+06 wall_t:814 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:0.9438 +2026-01-07 10:37:34 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:485.95 total_reward_ma:385.25 loss:0.01027 fps:1315 +frame:1.08e+06 wall_t:821 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:0.8964 +2026-01-07 10:37:42 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:480.60 total_reward_ma:388.41 loss:0.00659 fps:1315 +frame:1.09e+06 wall_t:829 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:0.9313 +2026-01-07 10:37:49 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:473.05 total_reward_ma:391.43 loss:0.01097 fps:1316 +frame:1.10e+06 wall_t:836 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:0.9819 +2026-01-07 10:37:56 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:477.75 total_reward_ma:394.36 loss:-0.0001695 fps:1317 +frame:1.11e+06 wall_t:843 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:0.892 +2026-01-07 10:38:05 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:463.80 total_reward_ma:397.24 loss:0.007553 fps:1315 +frame:1.12e+06 wall_t:852 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:1.006 +2026-01-07 10:38:13 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:477.45 total_reward_ma:400.24 loss:0.03252 fps:1314 +frame:1.13e+06 wall_t:860 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:1.036 +2026-01-07 10:38:21 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:478.20 total_reward_ma:403.17 loss:0.03409 fps:1313 +frame:1.14e+06 wall_t:868 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:1.052 +2026-01-07 10:38:29 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:482.25 total_reward_ma:406.06 loss:0.008281 fps:1313 +frame:1.15e+06 wall_t:876 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:0.9879 +2026-01-07 10:38:37 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:474.95 total_reward_ma:409.02 loss:0.0145 fps:1312 +frame:1.16e+06 wall_t:884 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:0.8615 +2026-01-07 10:38:45 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:468.25 total_reward_ma:411.80 loss:0.03161 fps:1312 +frame:1.17e+06 wall_t:892 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:0.9191 +2026-01-07 10:38:52 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:477.80 total_reward_ma:414.60 loss:-0.004267 fps:1313 +frame:1.18e+06 wall_t:899 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:0.8777 +2026-01-07 10:39:00 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:483.25 total_reward_ma:417.59 loss:0.00693 fps:1312 +frame:1.19e+06 wall_t:907 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:1.039 +2026-01-07 10:39:07 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:498.15 total_reward_ma:420.72 loss:0.01205 fps:1313 +frame:1.20e+06 wall_t:914 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:1.037 +2026-01-07 10:39:15 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:503.05 total_reward_ma:423.77 loss:0.01131 fps:1312 +frame:1.21e+06 wall_t:922 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:0.9383 +2026-01-07 10:39:22 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:505.65 total_reward_ma:426.86 loss:-0.003539 fps:1313 +frame:1.22e+06 wall_t:929 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:1.067 +2026-01-07 10:39:30 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:505.90 total_reward_ma:430.00 loss:0.03053 fps:1313 +frame:1.23e+06 wall_t:937 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:1.066 +2026-01-07 10:39:38 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:510.20 total_reward_ma:433.13 loss:-0.009627 fps:1312 +frame:1.24e+06 wall_t:945 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:1.029 +2026-01-07 10:39:44 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:513.25 total_reward_ma:436.20 loss:-0.0005567 fps:1313 +frame:1.25e+06 wall_t:952 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:1.084 +2026-01-07 10:39:52 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:515.70 total_reward_ma:439.19 loss:0.02191 fps:1314 +frame:1.26e+06 wall_t:959 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:1.168 +2026-01-07 10:39:59 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:521.80 total_reward_ma:442.11 loss:0.01482 fps:1315 +frame:1.27e+06 wall_t:966 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:1.085 +2026-01-07 10:40:07 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:514.30 total_reward_ma:444.86 loss:0.01463 fps:1314 +frame:1.28e+06 wall_t:974 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:1.062 +2026-01-07 10:40:14 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:503.75 total_reward_ma:447.21 loss:0.01394 fps:1314 +frame:1.29e+06 wall_t:982 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:1.165 +2026-01-07 10:40:23 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:507.95 total_reward_ma:449.47 loss:0.01139 fps:1313 +frame:1.30e+06 wall_t:990 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:1.158 +2026-01-07 10:40:31 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:514.40 total_reward_ma:451.70 loss:-0.006382 fps:1313 +frame:1.31e+06 wall_t:998 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:1.068 +2026-01-07 10:40:38 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:513.65 total_reward_ma:453.77 loss:0.001854 fps:1313 +frame:1.32e+06 wall_t:1005 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:1.089 +2026-01-07 10:40:46 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:509.65 total_reward_ma:455.81 loss:0.02833 fps:1313 +frame:1.33e+06 wall_t:1013 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:1.084 +2026-01-07 10:40:53 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:505.95 total_reward_ma:457.80 loss:0.0152 fps:1314 +frame:1.34e+06 wall_t:1020 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:1.091 +2026-01-07 10:41:00 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:494.10 total_reward_ma:459.48 loss:0.01943 fps:1315 +frame:1.35e+06 wall_t:1027 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:1.05 +2026-01-07 10:41:09 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:491.10 total_reward_ma:461.03 loss:-0.003535 fps:1313 +frame:1.36e+06 wall_t:1036 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:1.051 +2026-01-07 10:41:16 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:494.95 total_reward_ma:462.58 loss:-0.005043 fps:1314 +frame:1.37e+06 wall_t:1043 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:1.166 +2026-01-07 10:41:23 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:508.10 total_reward_ma:464.20 loss:0.02543 fps:1314 +frame:1.38e+06 wall_t:1050 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:1.182 +2026-01-07 10:41:30 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:519.05 total_reward_ma:466.00 loss:0.02332 fps:1315 +frame:1.39e+06 wall_t:1057 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:1.166 +2026-01-07 10:41:36 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:514.00 total_reward_ma:467.68 loss:0.01528 fps:1317 +frame:1.40e+06 wall_t:1063 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:1.087 +2026-01-07 10:41:42 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:518.30 total_reward_ma:469.32 loss:0.008208 fps:1319 +frame:1.41e+06 wall_t:1069 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:1.111 +2026-01-07 10:41:48 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:517.45 total_reward_ma:470.98 loss:0.003013 fps:1321 +frame:1.42e+06 wall_t:1075 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:1.131 +2026-01-07 10:41:54 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:505.50 total_reward_ma:472.49 loss:0.0009168 fps:1323 +frame:1.43e+06 wall_t:1081 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:1.13 +2026-01-07 10:42:00 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:508.50 total_reward_ma:473.90 loss:-0.004188 fps:1325 +frame:1.44e+06 wall_t:1087 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:1.057 +2026-01-07 10:42:06 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:523.70 total_reward_ma:475.38 loss:0.009984 fps:1327 +frame:1.45e+06 wall_t:1093 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:1.125 +2026-01-07 10:42:14 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:524.55 total_reward_ma:476.76 loss:0.0214 fps:1326 +frame:1.46e+06 wall_t:1101 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:1.148 +2026-01-07 10:42:21 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:520.95 total_reward_ma:477.88 loss:-0.008555 fps:1327 +frame:1.47e+06 wall_t:1108 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:1.166 +2026-01-07 10:42:29 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:520.80 total_reward_ma:478.99 loss:0.03132 fps:1326 +frame:1.48e+06 wall_t:1116 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:1.122 +2026-01-07 10:42:36 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:515.45 total_reward_ma:480.00 loss:0.005236 fps:1327 +frame:1.49e+06 wall_t:1123 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:1.099 +2026-01-07 10:42:44 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:519.30 total_reward_ma:480.86 loss:-0.0005044 fps:1326 +frame:1.50e+06 wall_t:1131 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:1.141 +2026-01-07 10:42:51 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:510.55 total_reward_ma:481.65 loss:0.02478 fps:1327 +frame:1.51e+06 wall_t:1138 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:1.213 +2026-01-07 10:42:59 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:531.10 total_reward_ma:482.58 loss:0.001114 fps:1326 +frame:1.52e+06 wall_t:1146 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:1.18 +2026-01-07 10:43:07 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:533.65 total_reward_ma:483.46 loss:0.01845 fps:1326 +frame:1.53e+06 wall_t:1154 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:1.167 +2026-01-07 10:43:14 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:524.40 total_reward_ma:484.21 loss:0.001012 fps:1326 +frame:1.54e+06 wall_t:1161 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:1.09 +2026-01-07 10:43:21 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:523.60 total_reward_ma:484.78 loss:0.00597 fps:1327 +frame:1.55e+06 wall_t:1168 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:1.175 +2026-01-07 10:43:29 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:525.95 total_reward_ma:485.40 loss:0.01635 fps:1327 +frame:1.56e+06 wall_t:1176 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:1.217 +2026-01-07 10:43:37 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:528.75 total_reward_ma:485.99 loss:-0.005706 fps:1326 +frame:1.57e+06 wall_t:1184 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:1.153 +2026-01-07 10:43:43 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:521.50 total_reward_ma:486.45 loss:0.015 fps:1327 +frame:1.58e+06 wall_t:1191 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:1.216 +2026-01-07 10:43:51 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:512.75 total_reward_ma:486.78 loss:0.005865 fps:1327 +frame:1.59e+06 wall_t:1198 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:1.236 +2026-01-07 10:43:59 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:521.00 total_reward_ma:487.24 loss:0.01147 fps:1327 +frame:1.60e+06 wall_t:1206 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:1.136 +2026-01-07 10:44:06 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:516.55 total_reward_ma:487.55 loss:0.009511 fps:1327 +frame:1.61e+06 wall_t:1213 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:1.257 +2026-01-07 10:44:13 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:502.20 total_reward_ma:488.01 loss:0.02367 fps:1328 +frame:1.62e+06 wall_t:1220 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:1.228 +2026-01-07 10:44:20 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:506.05 total_reward_ma:488.48 loss:-0.006667 fps:1328 +frame:1.63e+06 wall_t:1227 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:1.181 +2026-01-07 10:44:28 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:514.45 total_reward_ma:489.13 loss:0.002068 fps:1328 +frame:1.64e+06 wall_t:1235 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:1.2 +2026-01-07 10:44:36 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:514.60 total_reward_ma:489.91 loss:0.005151 fps:1327 +frame:1.65e+06 wall_t:1243 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:1.166 +2026-01-07 10:44:44 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:516.15 total_reward_ma:490.74 loss:0.02055 fps:1327 +frame:1.66e+06 wall_t:1251 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:1.129 +2026-01-07 10:44:51 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:515.20 total_reward_ma:491.62 loss:0.03285 fps:1328 +frame:1.67e+06 wall_t:1258 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:1.113 +2026-01-07 10:44:58 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:518.65 total_reward_ma:492.45 loss:0.01182 fps:1328 +frame:1.68e+06 wall_t:1265 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:0.996 +2026-01-07 10:45:06 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:526.10 total_reward_ma:493.50 loss:0.01347 fps:1328 +frame:1.69e+06 wall_t:1273 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:1.015 +2026-01-07 10:45:13 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:517.60 total_reward_ma:494.35 loss:0.009515 fps:1328 +frame:1.70e+06 wall_t:1280 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:1.131 +2026-01-07 10:45:20 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:525.35 total_reward_ma:495.28 loss:0.01946 fps:1329 +frame:1.71e+06 wall_t:1287 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:1.071 +2026-01-07 10:45:28 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:533.90 total_reward_ma:496.15 loss:0.02288 fps:1328 +frame:1.72e+06 wall_t:1295 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:1.157 +2026-01-07 10:45:36 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:522.55 total_reward_ma:496.92 loss:0.01105 fps:1328 +frame:1.73e+06 wall_t:1303 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:1.171 +2026-01-07 10:45:44 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:528.70 total_reward_ma:497.74 loss:0.01054 fps:1327 +frame:1.74e+06 wall_t:1311 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:1.195 +2026-01-07 10:45:52 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:535.45 total_reward_ma:498.59 loss:0.02488 fps:1327 +frame:1.75e+06 wall_t:1319 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:1.044 +2026-01-07 10:46:00 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:543.40 total_reward_ma:499.34 loss:0.007144 fps:1326 +frame:1.76e+06 wall_t:1327 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:1.129 +2026-01-07 10:46:07 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:541.50 total_reward_ma:500.02 loss:0.0007085 fps:1327 +frame:1.77e+06 wall_t:1334 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:1.097 +2026-01-07 10:46:14 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:555.05 total_reward_ma:500.81 loss:0.005978 fps:1327 +frame:1.78e+06 wall_t:1341 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:1.083 +2026-01-07 10:46:22 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:558.25 total_reward_ma:501.70 loss:-0.005221 fps:1327 +frame:1.79e+06 wall_t:1349 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:1.123 +2026-01-07 10:46:29 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:549.50 total_reward_ma:502.54 loss:0.01042 fps:1327 +frame:1.80e+06 wall_t:1356 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:1.101 +2026-01-07 10:46:36 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:559.25 total_reward_ma:503.70 loss:0.002627 fps:1328 +frame:1.81e+06 wall_t:1363 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:1.198 +2026-01-07 10:46:43 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:553.60 total_reward_ma:504.84 loss:-0.00805 fps:1328 +frame:1.82e+06 wall_t:1370 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:1.183 +2026-01-07 10:46:51 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:557.15 total_reward_ma:505.91 loss:0.006927 fps:1328 +frame:1.83e+06 wall_t:1378 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:1.066 +2026-01-07 10:46:58 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:554.00 total_reward_ma:506.94 loss:0.02029 fps:1329 +frame:1.84e+06 wall_t:1385 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:1.049 +2026-01-07 10:47:06 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:555.35 total_reward_ma:508.06 loss:0.006266 fps:1328 +frame:1.85e+06 wall_t:1393 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:1.074 +2026-01-07 10:47:13 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:541.80 total_reward_ma:509.12 loss:0.006113 fps:1329 +frame:1.86e+06 wall_t:1400 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:1.106 +2026-01-07 10:47:21 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:538.85 total_reward_ma:510.17 loss:0.004505 fps:1328 +frame:1.87e+06 wall_t:1408 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:1.178 +2026-01-07 10:47:28 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:542.50 total_reward_ma:511.21 loss:-0.01836 fps:1329 +frame:1.88e+06 wall_t:1415 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:1.11 +2026-01-07 10:47:36 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:542.00 total_reward_ma:512.15 loss:-0.001269 fps:1328 +frame:1.89e+06 wall_t:1423 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:1.174 +2026-01-07 10:47:44 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:547.30 total_reward_ma:513.02 loss:0.01768 fps:1328 +frame:1.90e+06 wall_t:1431 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:1.087 +2026-01-07 10:47:51 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:551.75 total_reward_ma:513.78 loss:0.008085 fps:1327 +frame:1.91e+06 wall_t:1439 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:1.049 +2026-01-07 10:47:59 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:542.25 total_reward_ma:514.23 loss:0.01957 fps:1328 +frame:1.92e+06 wall_t:1446 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:1.139 +2026-01-07 10:48:07 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:557.90 total_reward_ma:514.89 loss:0.009594 fps:1327 +frame:1.93e+06 wall_t:1454 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:1.058 +2026-01-07 10:48:14 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:558.20 total_reward_ma:515.55 loss:-0.005645 fps:1328 +frame:1.94e+06 wall_t:1461 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:1.105 +2026-01-07 10:48:22 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:574.35 total_reward_ma:516.31 loss:0.008359 fps:1327 +frame:1.95e+06 wall_t:1469 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:1.039 +2026-01-07 10:48:29 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:572.65 total_reward_ma:516.96 loss:0.02689 fps:1328 +frame:1.96e+06 wall_t:1476 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:1.093 +2026-01-07 10:48:36 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:586.95 total_reward_ma:517.76 loss:0.04481 fps:1328 +frame:1.97e+06 wall_t:1483 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:1.073 +2026-01-07 10:48:43 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:590.90 total_reward_ma:518.56 loss:0.002498 fps:1329 +frame:1.98e+06 wall_t:1490 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:1.132 +2026-01-07 10:48:52 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:598.15 total_reward_ma:519.34 loss:0.01114 fps:1328 +frame:1.99e+06 wall_t:1499 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:1.103 +2026-01-07 10:49:01 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:606.10 total_reward_ma:520.31 loss:0.0162 fps:1326 +frame:2.00e+06 wall_t:1508 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:1.138 +2026-01-07 10:49:08 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:603.05 total_reward_ma:521.39 loss:0.01366 fps:1327 +frame:2.01e+06 wall_t:1515 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:1.119 +2026-01-07 10:49:16 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:610.75 total_reward_ma:522.56 loss:0.005065 fps:1326 +frame:2.02e+06 wall_t:1523 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:1.145 +2026-01-07 10:49:23 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:617.85 total_reward_ma:523.79 loss:0.008172 fps:1327 +frame:2.03e+06 wall_t:1530 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:1.064 +2026-01-07 10:49:31 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:611.25 total_reward_ma:524.99 loss:-0.004055 fps:1326 +frame:2.04e+06 wall_t:1539 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:1.054 +2026-01-07 10:49:39 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:617.60 total_reward_ma:526.13 loss:-0.003224 fps:1326 +frame:2.05e+06 wall_t:1546 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:1.098 +2026-01-07 10:49:47 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:618.45 total_reward_ma:527.41 loss:0.005071 fps:1326 +frame:2.06e+06 wall_t:1554 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:1.009 +2026-01-07 10:49:54 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:619.35 total_reward_ma:528.66 loss:-0.01373 fps:1326 +frame:2.07e+06 wall_t:1561 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:1.083 +2026-01-07 10:50:02 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:619.10 total_reward_ma:529.99 loss:0.009032 fps:1326 +frame:2.08e+06 wall_t:1569 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:1.154 +2026-01-07 10:50:09 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:622.50 total_reward_ma:531.41 loss:0.005558 fps:1326 +frame:2.09e+06 wall_t:1576 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:1.103 +2026-01-07 10:50:17 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:612.45 total_reward_ma:532.81 loss:-0.0004758 fps:1326 +frame:2.10e+06 wall_t:1584 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:0.9921 +2026-01-07 10:50:24 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:612.05 total_reward_ma:534.15 loss:0.02527 fps:1326 +frame:2.11e+06 wall_t:1591 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:1.065 +2026-01-07 10:50:32 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:613.25 total_reward_ma:535.64 loss:0.02706 fps:1326 +frame:2.12e+06 wall_t:1599 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:1.149 +2026-01-07 10:50:39 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:621.05 total_reward_ma:537.08 loss:-0.01273 fps:1326 +frame:2.13e+06 wall_t:1606 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:1.125 +2026-01-07 10:50:46 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:623.40 total_reward_ma:538.53 loss:0.03438 fps:1327 +frame:2.14e+06 wall_t:1613 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:1.075 +2026-01-07 10:50:55 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:617.85 total_reward_ma:539.89 loss:-0.007241 fps:1326 +frame:2.15e+06 wall_t:1622 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:1.121 +2026-01-07 10:51:03 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:614.60 total_reward_ma:541.28 loss:0.01307 fps:1325 +frame:2.16e+06 wall_t:1630 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:1.078 +2026-01-07 10:51:09 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:615.70 total_reward_ma:542.76 loss:0.001174 fps:1326 +frame:2.17e+06 wall_t:1636 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:1.017 +2026-01-07 10:51:15 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:611.65 total_reward_ma:544.10 loss:-0.01321 fps:1328 +frame:2.18e+06 wall_t:1642 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:1.115 +2026-01-07 10:51:21 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:608.10 total_reward_ma:545.35 loss:-0.000431 fps:1329 +frame:2.19e+06 wall_t:1648 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:1.128 +2026-01-07 10:51:27 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:597.90 total_reward_ma:546.34 loss:0.002778 fps:1330 +frame:2.20e+06 wall_t:1654 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:1.123 +2026-01-07 10:51:33 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:595.00 total_reward_ma:547.26 loss:0.03421 fps:1331 +frame:2.21e+06 wall_t:1660 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:1.118 +2026-01-07 10:51:39 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:605.90 total_reward_ma:548.27 loss:0.01415 fps:1333 +frame:2.22e+06 wall_t:1666 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:1.041 +2026-01-07 10:51:47 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:602.60 total_reward_ma:549.23 loss:0.03357 fps:1332 +frame:2.23e+06 wall_t:1674 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:1.04 +2026-01-07 10:51:54 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:601.65 total_reward_ma:550.15 loss:0.02753 fps:1333 +frame:2.24e+06 wall_t:1681 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:1.077 +2026-01-07 10:52:02 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:590.60 total_reward_ma:550.92 loss:0.01179 fps:1332 +frame:2.25e+06 wall_t:1689 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:0.9947 +2026-01-07 10:52:10 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:595.25 total_reward_ma:551.72 loss:-0.006051 fps:1332 +frame:2.26e+06 wall_t:1697 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:1.049 +2026-01-07 10:52:17 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:597.95 total_reward_ma:552.48 loss:0.01033 fps:1332 +frame:2.27e+06 wall_t:1704 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:1.071 +2026-01-07 10:52:25 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:601.90 total_reward_ma:553.35 loss:0.01431 fps:1332 +frame:2.28e+06 wall_t:1712 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:1.163 +2026-01-07 10:52:32 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:605.10 total_reward_ma:554.37 loss:-0.01021 fps:1332 +frame:2.29e+06 wall_t:1719 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:1.066 +2026-01-07 10:52:39 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:616.80 total_reward_ma:555.46 loss:0.01584 fps:1333 +frame:2.30e+06 wall_t:1726 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:1.11 +2026-01-07 10:52:46 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:620.55 total_reward_ma:556.52 loss:0.002977 fps:1333 +frame:2.31e+06 wall_t:1733 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:1.148 +2026-01-07 10:52:53 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:625.00 total_reward_ma:557.63 loss:0.004378 fps:1333 +frame:2.32e+06 wall_t:1740 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:1.166 +2026-01-07 10:53:01 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:620.10 total_reward_ma:558.74 loss:0.002794 fps:1333 +frame:2.33e+06 wall_t:1748 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:1.057 +2026-01-07 10:53:09 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:609.80 total_reward_ma:559.77 loss:0.01005 fps:1333 +frame:2.34e+06 wall_t:1756 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:1.076 +2026-01-07 10:53:15 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:595.70 total_reward_ma:560.79 loss:0.007341 fps:1334 +frame:2.35e+06 wall_t:1762 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:1.071 +2026-01-07 10:53:21 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:592.95 total_reward_ma:561.81 loss:0.006083 fps:1335 +frame:2.36e+06 wall_t:1768 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:0.9935 +2026-01-07 10:53:27 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:591.25 total_reward_ma:562.77 loss:0.00286 fps:1336 +frame:2.37e+06 wall_t:1774 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:1.044 +2026-01-07 10:53:34 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:580.15 total_reward_ma:563.49 loss:-0.001686 fps:1336 +frame:2.38e+06 wall_t:1781 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:1.068 +2026-01-07 10:53:40 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:573.40 total_reward_ma:564.03 loss:-0.01584 fps:1337 +frame:2.39e+06 wall_t:1787 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:1.075 +2026-01-07 10:53:47 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:566.30 total_reward_ma:564.56 loss:0.01386 fps:1338 +frame:2.40e+06 wall_t:1794 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:1.094 +2026-01-07 10:53:53 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:555.55 total_reward_ma:564.93 loss:0.009855 fps:1339 +frame:2.41e+06 wall_t:1800 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:1.108 +2026-01-07 10:53:59 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:550.20 total_reward_ma:565.26 loss:0.01399 fps:1340 +frame:2.42e+06 wall_t:1806 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:1.072 +2026-01-07 10:54:05 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:547.55 total_reward_ma:565.68 loss:0.01028 fps:1341 +frame:2.43e+06 wall_t:1812 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:1.142 +2026-01-07 10:54:12 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:557.15 total_reward_ma:566.16 loss:0.01931 fps:1341 +frame:2.44e+06 wall_t:1819 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:1.087 +2026-01-07 10:54:20 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:563.50 total_reward_ma:566.56 loss:0.03842 fps:1341 +frame:2.45e+06 wall_t:1827 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:1.128 +2026-01-07 10:54:26 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:571.20 total_reward_ma:567.03 loss:0.0002421 fps:1342 +frame:2.46e+06 wall_t:1833 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:1.097 +2026-01-07 10:54:32 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:574.10 total_reward_ma:567.56 loss:0.01284 fps:1343 +frame:2.47e+06 wall_t:1839 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:1.067 +2026-01-07 10:54:38 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:570.40 total_reward_ma:568.06 loss:-0.00219 fps:1344 +frame:2.48e+06 wall_t:1845 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:1.109 +2026-01-07 10:54:45 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:572.05 total_reward_ma:568.62 loss:-0.003263 fps:1344 +frame:2.49e+06 wall_t:1852 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:1.028 +2026-01-07 10:54:52 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:581.10 total_reward_ma:569.24 loss:-0.002274 fps:1345 +frame:2.50e+06 wall_t:1859 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:1.024 +2026-01-07 10:54:59 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:579.80 total_reward_ma:569.93 loss:-0.0008709 fps:1345 +frame:2.51e+06 wall_t:1866 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:1.004 +2026-01-07 10:55:07 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:585.30 total_reward_ma:570.48 loss:0.003504 fps:1345 +frame:2.52e+06 wall_t:1874 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:1.08 +2026-01-07 10:55:14 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:597.85 total_reward_ma:571.12 loss:-0.0008806 fps:1345 +frame:2.53e+06 wall_t:1881 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:1.078 +2026-01-07 10:55:21 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:606.75 total_reward_ma:571.94 loss:0.03072 fps:1345 +frame:2.54e+06 wall_t:1888 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:1.026 +2026-01-07 10:55:28 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:613.40 total_reward_ma:572.84 loss:-0.0112 fps:1346 +frame:2.55e+06 wall_t:1895 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:1.016 +2026-01-07 10:55:35 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:596.90 total_reward_ma:573.55 loss:0.008892 fps:1346 +frame:2.56e+06 wall_t:1902 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:1.038 +2026-01-07 10:55:43 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:596.65 total_reward_ma:574.23 loss:0.03149 fps:1346 +frame:2.57e+06 wall_t:1910 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:1.052 +2026-01-07 10:55:50 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:603.10 total_reward_ma:575.04 loss:-0.002677 fps:1346 +frame:2.58e+06 wall_t:1917 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:1.079 +2026-01-07 10:55:58 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:619.20 total_reward_ma:576.11 loss:0.01132 fps:1345 +frame:2.59e+06 wall_t:1925 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:1.125 +2026-01-07 10:56:05 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:619.90 total_reward_ma:577.10 loss:-0.003509 fps:1345 +frame:2.60e+06 wall_t:1933 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:1.025 +2026-01-07 10:56:13 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:622.05 total_reward_ma:578.15 loss:0.0463 fps:1345 +frame:2.61e+06 wall_t:1940 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:0.9726 +2026-01-07 10:56:20 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:623.75 total_reward_ma:579.37 loss:0.03111 fps:1346 +frame:2.62e+06 wall_t:1947 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:1.071 +2026-01-07 10:56:28 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:616.00 total_reward_ma:580.47 loss:0.01855 fps:1345 +frame:2.63e+06 wall_t:1955 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:1.047 +2026-01-07 10:56:36 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:622.35 total_reward_ma:581.55 loss:0.006173 fps:1345 +frame:2.64e+06 wall_t:1963 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:0.9941 +2026-01-07 10:56:43 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:616.55 total_reward_ma:582.57 loss:-0.005339 fps:1345 +frame:2.65e+06 wall_t:1970 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:1.065 +2026-01-07 10:56:51 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:611.10 total_reward_ma:583.52 loss:0.01413 fps:1345 +frame:2.66e+06 wall_t:1978 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:1.01 +2026-01-07 10:56:58 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:620.70 total_reward_ma:584.57 loss:0.01369 fps:1345 +frame:2.67e+06 wall_t:1985 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:1.032 +2026-01-07 10:57:05 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:624.15 total_reward_ma:585.62 loss:-0.01221 fps:1345 +frame:2.68e+06 wall_t:1992 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:1.151 +2026-01-07 10:57:13 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:623.00 total_reward_ma:586.59 loss:0.02171 fps:1345 +frame:2.69e+06 wall_t:2000 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:1.026 +2026-01-07 10:57:20 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:607.35 total_reward_ma:587.49 loss:0.01199 fps:1345 +frame:2.70e+06 wall_t:2008 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:1.097 +2026-01-07 10:57:28 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:607.60 total_reward_ma:588.31 loss:-0.005426 fps:1344 +frame:2.71e+06 wall_t:2016 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:1.184 +2026-01-07 10:57:37 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:601.85 total_reward_ma:588.99 loss:-0.01288 fps:1344 +frame:2.72e+06 wall_t:2024 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:1.048 +2026-01-07 10:57:44 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:593.60 total_reward_ma:589.70 loss:-0.004119 fps:1344 +frame:2.73e+06 wall_t:2031 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:1.08 +2026-01-07 10:57:51 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:586.85 total_reward_ma:590.29 loss:0.01114 fps:1344 +frame:2.74e+06 wall_t:2038 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:1.13 +2026-01-07 10:57:59 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:570.80 total_reward_ma:590.64 loss:-0.009025 fps:1344 +frame:2.75e+06 wall_t:2046 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:1.101 +2026-01-07 10:58:06 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:580.10 total_reward_ma:591.01 loss:0.01278 fps:1344 +frame:2.76e+06 wall_t:2054 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:1.138 +2026-01-07 10:58:14 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:562.85 total_reward_ma:591.22 loss:0.01954 fps:1344 +frame:2.77e+06 wall_t:2061 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:1.158 +2026-01-07 10:58:21 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:555.90 total_reward_ma:591.23 loss:0.04146 fps:1344 +frame:2.78e+06 wall_t:2068 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:1.08 +2026-01-07 10:58:29 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:538.10 total_reward_ma:591.03 loss:0.0083 fps:1344 +frame:2.79e+06 wall_t:2076 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:1.121 +2026-01-07 10:58:37 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:535.60 total_reward_ma:590.89 loss:0.008818 fps:1344 +frame:2.80e+06 wall_t:2084 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:1.113 +2026-01-07 10:58:45 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:536.60 total_reward_ma:590.66 loss:0.01302 fps:1343 +frame:2.81e+06 wall_t:2092 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:1.048 +2026-01-07 10:58:52 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:527.70 total_reward_ma:590.40 loss:0.01583 fps:1343 +frame:2.82e+06 wall_t:2099 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:1.132 +2026-01-07 10:58:58 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:524.70 total_reward_ma:590.08 loss:0.04648 fps:1344 +frame:2.83e+06 wall_t:2106 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:1.126 +2026-01-07 10:59:06 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:512.35 total_reward_ma:589.66 loss:0.01609 fps:1344 +frame:2.84e+06 wall_t:2113 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:1.187 +2026-01-07 10:59:13 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:496.95 total_reward_ma:589.08 loss:0.0192 fps:1344 +frame:2.85e+06 wall_t:2120 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:1.073 +2026-01-07 10:59:20 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:493.75 total_reward_ma:588.60 loss:0.04752 fps:1345 +frame:2.86e+06 wall_t:2127 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:1.198 +2026-01-07 10:59:28 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:502.40 total_reward_ma:588.23 loss:0.01802 fps:1344 +frame:2.87e+06 wall_t:2135 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:1.118 +2026-01-07 10:59:35 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:487.10 total_reward_ma:587.68 loss:0.009347 fps:1345 +frame:2.88e+06 wall_t:2142 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:1.107 +2026-01-07 10:59:43 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:478.75 total_reward_ma:587.05 loss:0.01877 fps:1344 +frame:2.89e+06 wall_t:2150 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:1.096 +2026-01-07 10:59:50 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:464.40 total_reward_ma:586.22 loss:0.01212 fps:1344 +frame:2.90e+06 wall_t:2157 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:1.131 +2026-01-07 10:59:57 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:472.90 total_reward_ma:585.43 loss:0.01719 fps:1345 +frame:2.91e+06 wall_t:2164 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:1.037 +2026-01-07 11:00:06 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:467.80 total_reward_ma:584.68 loss:0.01668 fps:1344 +frame:2.92e+06 wall_t:2173 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:0.9959 +2026-01-07 11:00:13 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:480.50 total_reward_ma:583.91 loss:0.02711 fps:1344 +frame:2.93e+06 wall_t:2180 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:1.026 +2026-01-07 11:00:21 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:480.40 total_reward_ma:583.13 loss:0.01785 fps:1344 +frame:2.94e+06 wall_t:2188 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:1.13 +2026-01-07 11:00:29 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:467.25 total_reward_ma:582.06 loss:0.02672 fps:1343 +frame:2.95e+06 wall_t:2196 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:1.05 +2026-01-07 11:00:37 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:472.20 total_reward_ma:581.06 loss:0.01576 fps:1343 +frame:2.96e+06 wall_t:2204 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:1 +2026-01-07 11:00:46 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:461.60 total_reward_ma:579.80 loss:0.03082 fps:1342 +frame:2.97e+06 wall_t:2213 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:1.046 +2026-01-07 11:00:54 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:467.20 total_reward_ma:578.57 loss:0.0243 fps:1342 +frame:2.98e+06 wall_t:2221 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:1.073 +2026-01-07 11:01:01 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:456.85 total_reward_ma:577.15 loss:0.009112 fps:1342 +frame:2.99e+06 wall_t:2228 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:1.144 +2026-01-07 11:01:09 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:466.45 total_reward_ma:575.76 loss:0.02157 fps:1342 +frame:3.00e+06 wall_t:2236 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:1.061 +2026-01-07 11:01:17 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:463.50 total_reward_ma:574.36 loss:0.005753 fps:1341 +frame:3.01e+06 wall_t:2244 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:1.023 +2026-01-07 11:01:25 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:465.95 total_reward_ma:572.91 loss:0.01922 fps:1341 +frame:3.02e+06 wall_t:2252 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:0.9639 +2026-01-07 11:01:32 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:476.70 total_reward_ma:571.50 loss:0.01548 fps:1341 +frame:3.03e+06 wall_t:2259 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:1.08 +2026-01-07 11:01:41 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:484.50 total_reward_ma:570.23 loss:0.03015 fps:1340 +frame:3.04e+06 wall_t:2268 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:0.9357 +2026-01-07 11:01:49 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:486.80 total_reward_ma:568.93 loss:0.01018 fps:1340 +frame:3.05e+06 wall_t:2276 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:1.072 +2026-01-07 11:01:56 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:505.65 total_reward_ma:567.80 loss:0.002276 fps:1340 +frame:3.06e+06 wall_t:2283 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:1.034 +2026-01-07 11:02:04 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:507.95 total_reward_ma:566.68 loss:0.03444 fps:1340 +frame:3.07e+06 wall_t:2291 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:1.027 +2026-01-07 11:02:11 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:509.95 total_reward_ma:565.59 loss:0.01098 fps:1340 +frame:3.08e+06 wall_t:2298 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:1.009 +2026-01-07 11:02:18 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:504.60 total_reward_ma:564.41 loss:0.02801 fps:1341 +frame:3.09e+06 wall_t:2305 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:1.158 +2026-01-07 11:02:26 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:503.65 total_reward_ma:563.33 loss:0.02262 fps:1340 +frame:3.10e+06 wall_t:2313 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:1.05 +2026-01-07 11:02:34 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:496.80 total_reward_ma:562.17 loss:0.0188 fps:1340 +frame:3.11e+06 wall_t:2321 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:0.9814 +2026-01-07 11:02:41 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:486.80 total_reward_ma:560.91 loss:0.01949 fps:1340 +frame:3.12e+06 wall_t:2328 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:1.019 +2026-01-07 11:02:50 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:483.00 total_reward_ma:559.53 loss:0.008679 fps:1339 +frame:3.13e+06 wall_t:2337 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:1.005 +2026-01-07 11:02:58 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:478.55 total_reward_ma:558.08 loss:0.01912 fps:1339 +frame:3.14e+06 wall_t:2345 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:1.121 +2026-01-07 11:03:06 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:476.35 total_reward_ma:556.66 loss:3.241e-05 fps:1339 +frame:3.15e+06 wall_t:2353 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:1.064 +2026-01-07 11:03:13 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:470.85 total_reward_ma:555.23 loss:0.02119 fps:1339 +frame:3.16e+06 wall_t:2360 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:1.035 +2026-01-07 11:03:22 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:467.60 total_reward_ma:553.75 loss:0.02776 fps:1338 +frame:3.17e+06 wall_t:2369 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:0.9972 +2026-01-07 11:03:30 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:466.60 total_reward_ma:552.30 loss:0.03234 fps:1338 +frame:3.18e+06 wall_t:2377 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:1.022 +2026-01-07 11:03:38 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:477.50 total_reward_ma:550.99 loss:0.01238 fps:1338 +frame:3.19e+06 wall_t:2385 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:1.068 +2026-01-07 11:03:46 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:471.10 total_reward_ma:549.72 loss:0.02643 fps:1337 +frame:3.20e+06 wall_t:2393 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:1.036 +2026-01-07 11:03:54 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:471.85 total_reward_ma:548.49 loss:0.03671 fps:1337 +frame:3.21e+06 wall_t:2401 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:0.9277 +2026-01-07 11:04:02 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:472.65 total_reward_ma:547.16 loss:0.0161 fps:1337 +frame:3.22e+06 wall_t:2409 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:0.9392 +2026-01-07 11:04:09 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:471.90 total_reward_ma:545.85 loss:0.02497 fps:1337 +frame:3.23e+06 wall_t:2416 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:0.903 +2026-01-07 11:04:16 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:480.65 total_reward_ma:544.64 loss:0.01405 fps:1337 +frame:3.24e+06 wall_t:2423 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:0.9431 +2026-01-07 11:04:23 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:476.30 total_reward_ma:543.50 loss:0.002907 fps:1337 +frame:3.25e+06 wall_t:2430 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:1.044 +2026-01-07 11:04:31 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:488.35 total_reward_ma:542.43 loss:0.01367 fps:1337 +frame:3.26e+06 wall_t:2438 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:0.9392 +2026-01-07 11:04:39 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:500.35 total_reward_ma:541.45 loss:0.003983 fps:1337 +frame:3.27e+06 wall_t:2446 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:0.9103 +2026-01-07 11:04:47 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:501.40 total_reward_ma:540.45 loss:0.02384 fps:1337 +frame:3.28e+06 wall_t:2454 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:0.9465 +2026-01-07 11:04:54 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:500.40 total_reward_ma:539.40 loss:0.009211 fps:1336 +frame:3.29e+06 wall_t:2462 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:0.963 +2026-01-07 11:05:02 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:509.70 total_reward_ma:538.33 loss:0.02081 fps:1337 +frame:3.30e+06 wall_t:2469 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:1.003 +2026-01-07 11:05:11 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:510.90 total_reward_ma:537.23 loss:0.01787 fps:1336 +frame:3.31e+06 wall_t:2478 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:0.9656 +2026-01-07 11:05:18 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:520.30 total_reward_ma:536.19 loss:0.01755 fps:1336 +frame:3.32e+06 wall_t:2485 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:0.9528 +2026-01-07 11:05:26 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:523.80 total_reward_ma:535.22 loss:0.02511 fps:1336 +frame:3.33e+06 wall_t:2493 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:0.9392 +2026-01-07 11:05:33 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:512.15 total_reward_ma:534.25 loss:0.01392 fps:1336 +frame:3.34e+06 wall_t:2500 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:0.9434 +2026-01-07 11:05:40 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:512.65 total_reward_ma:533.42 loss:0.01749 fps:1336 +frame:3.35e+06 wall_t:2507 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:0.9362 +2026-01-07 11:05:48 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:517.45 total_reward_ma:532.66 loss:0.03382 fps:1336 +frame:3.36e+06 wall_t:2515 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:0.9378 +2026-01-07 11:05:56 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:519.35 total_reward_ma:531.94 loss:0.02668 fps:1336 +frame:3.37e+06 wall_t:2523 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:0.9552 +2026-01-07 11:06:03 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:524.35 total_reward_ma:531.38 loss:0.004454 fps:1336 +frame:3.38e+06 wall_t:2530 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:0.9967 +2026-01-07 11:06:11 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:527.40 total_reward_ma:530.92 loss:0.02498 fps:1336 +frame:3.39e+06 wall_t:2538 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:1.028 +2026-01-07 11:06:19 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:528.80 total_reward_ma:530.55 loss:0.03757 fps:1335 +frame:3.40e+06 wall_t:2546 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:0.9477 +2026-01-07 11:06:26 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:524.45 total_reward_ma:530.24 loss:0.03201 fps:1336 +frame:3.41e+06 wall_t:2553 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:1.016 +2026-01-07 11:06:33 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:522.75 total_reward_ma:529.96 loss:0.01942 fps:1336 +frame:3.42e+06 wall_t:2560 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:0.9979 +2026-01-07 11:06:40 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:536.20 total_reward_ma:529.85 loss:0.01872 fps:1336 +frame:3.43e+06 wall_t:2567 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:0.936 +2026-01-07 11:06:49 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:537.40 total_reward_ma:529.65 loss:0.01646 fps:1335 +frame:3.44e+06 wall_t:2576 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:0.8905 +2026-01-07 11:06:56 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:536.25 total_reward_ma:529.38 loss:0.007313 fps:1335 +frame:3.45e+06 wall_t:2584 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:0.8341 +2026-01-07 11:07:04 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:525.45 total_reward_ma:528.92 loss:0.01473 fps:1335 +frame:3.46e+06 wall_t:2591 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:0.9517 +2026-01-07 11:07:11 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:528.70 total_reward_ma:528.47 loss:0.01338 fps:1336 +frame:3.47e+06 wall_t:2598 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:0.9667 +2026-01-07 11:07:17 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:533.05 total_reward_ma:528.09 loss:0.009567 fps:1336 +frame:3.48e+06 wall_t:2604 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:0.9266 +2026-01-07 11:07:23 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:526.30 total_reward_ma:527.64 loss:0.02893 fps:1337 +frame:3.49e+06 wall_t:2610 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:0.9211 +2026-01-07 11:07:29 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:536.15 total_reward_ma:527.19 loss:0.03269 fps:1338 +frame:3.50e+06 wall_t:2616 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:0.9415 +2026-01-07 11:07:35 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:532.60 total_reward_ma:526.72 loss:0.008245 fps:1339 +frame:3.51e+06 wall_t:2622 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:0.9366 +2026-01-07 11:07:42 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:526.00 total_reward_ma:526.12 loss:0.02268 fps:1339 +frame:3.52e+06 wall_t:2629 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:0.939 +2026-01-07 11:07:47 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:517.15 total_reward_ma:525.32 loss:0.02519 fps:1340 +frame:3.53e+06 wall_t:2634 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:1.012 +2026-01-07 11:07:54 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:509.75 total_reward_ma:524.35 loss:0.04411 fps:1340 +frame:3.54e+06 wall_t:2641 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:0.9974 +2026-01-07 11:08:00 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:505.70 total_reward_ma:523.27 loss:0.01876 fps:1341 +frame:3.55e+06 wall_t:2647 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:0.8984 +2026-01-07 11:08:06 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:499.50 total_reward_ma:522.29 loss:0.01587 fps:1342 +frame:3.56e+06 wall_t:2653 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:1.013 +2026-01-07 11:08:13 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:488.30 total_reward_ma:521.21 loss:-0.007949 fps:1342 +frame:3.57e+06 wall_t:2660 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:0.9347 +2026-01-07 11:08:21 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:474.70 total_reward_ma:519.93 loss:0.01037 fps:1342 +frame:3.58e+06 wall_t:2668 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:0.943 +2026-01-07 11:08:27 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:481.25 total_reward_ma:518.55 loss:0.01803 fps:1343 +frame:3.59e+06 wall_t:2674 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:0.9685 +2026-01-07 11:08:35 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:494.80 total_reward_ma:517.30 loss:0.03051 fps:1342 +frame:3.60e+06 wall_t:2682 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:1.009 +2026-01-07 11:08:43 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:503.00 total_reward_ma:516.11 loss:0.03826 fps:1342 +frame:3.61e+06 wall_t:2690 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:0.9673 +2026-01-07 11:08:50 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:501.85 total_reward_ma:514.89 loss:0.01508 fps:1342 +frame:3.62e+06 wall_t:2697 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:0.9912 +2026-01-07 11:08:58 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:511.25 total_reward_ma:513.84 loss:0.01468 fps:1342 +frame:3.63e+06 wall_t:2705 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:0.9507 +2026-01-07 11:09:05 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:511.00 total_reward_ma:512.73 loss:0.04136 fps:1342 +frame:3.64e+06 wall_t:2712 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:0.9038 +2026-01-07 11:09:13 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:521.00 total_reward_ma:511.77 loss:0.03463 fps:1342 +frame:3.65e+06 wall_t:2720 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:0.9343 +2026-01-07 11:09:20 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:529.25 total_reward_ma:510.95 loss:0.01694 fps:1342 +frame:3.66e+06 wall_t:2727 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:0.9675 +2026-01-07 11:09:26 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:539.25 total_reward_ma:510.14 loss:0.01802 fps:1342 +frame:3.67e+06 wall_t:2734 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:0.8102 +2026-01-07 11:09:34 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:529.95 total_reward_ma:509.20 loss:0.01248 fps:1343 +frame:3.68e+06 wall_t:2741 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:0.8824 +2026-01-07 11:09:42 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:527.95 total_reward_ma:508.24 loss:0.005882 fps:1342 +frame:3.69e+06 wall_t:2749 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:0.9257 +2026-01-07 11:09:50 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:521.80 total_reward_ma:507.39 loss:-0.0006818 fps:1342 +frame:3.70e+06 wall_t:2757 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:0.9162 +2026-01-07 11:09:58 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:515.60 total_reward_ma:506.47 loss:0.0219 fps:1342 +frame:3.71e+06 wall_t:2765 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:0.9204 +2026-01-07 11:10:06 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:513.60 total_reward_ma:505.59 loss:0.03645 fps:1342 +frame:3.72e+06 wall_t:2773 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:0.8274 +2026-01-07 11:10:13 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:508.50 total_reward_ma:504.74 loss:0.006646 fps:1342 +frame:3.73e+06 wall_t:2780 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:0.9226 +2026-01-07 11:10:21 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:513.55 total_reward_ma:504.00 loss:0.008768 fps:1341 +frame:3.74e+06 wall_t:2788 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:0.8436 +2026-01-07 11:10:29 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:506.85 total_reward_ma:503.36 loss:0.02708 fps:1341 +frame:3.75e+06 wall_t:2796 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:0.912 +2026-01-07 11:10:35 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:502.50 total_reward_ma:502.59 loss:0.004463 fps:1342 +frame:3.76e+06 wall_t:2802 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:0.8467 +2026-01-07 11:10:43 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:505.40 total_reward_ma:502.01 loss:0.02967 fps:1342 +frame:3.77e+06 wall_t:2810 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:0.9595 +2026-01-07 11:10:51 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:509.50 total_reward_ma:501.55 loss:0.014 fps:1341 +frame:3.78e+06 wall_t:2818 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:0.9114 +2026-01-07 11:10:58 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:522.85 total_reward_ma:501.40 loss:0.01488 fps:1342 +frame:3.79e+06 wall_t:2825 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:0.8919 +2026-01-07 11:11:06 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:520.70 total_reward_ma:501.25 loss:0.01733 fps:1341 +frame:3.80e+06 wall_t:2833 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:0.8616 +2026-01-07 11:11:14 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:522.45 total_reward_ma:501.11 loss:0.01491 fps:1341 +frame:3.81e+06 wall_t:2841 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:0.864 +2026-01-07 11:11:22 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:537.10 total_reward_ma:501.20 loss:0.01864 fps:1341 +frame:3.82e+06 wall_t:2849 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:0.959 +2026-01-07 11:11:29 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:534.40 total_reward_ma:501.30 loss:0.02679 fps:1341 +frame:3.83e+06 wall_t:2856 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:0.9129 +2026-01-07 11:11:36 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:535.30 total_reward_ma:501.53 loss:0.01132 fps:1341 +frame:3.84e+06 wall_t:2863 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:0.9476 +2026-01-07 11:11:42 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:539.30 total_reward_ma:501.95 loss:0.008913 fps:1342 +frame:3.85e+06 wall_t:2869 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:0.9331 +2026-01-07 11:11:49 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:538.20 total_reward_ma:502.39 loss:0.01129 fps:1342 +frame:3.86e+06 wall_t:2876 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:0.9657 +2026-01-07 11:11:57 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:519.85 total_reward_ma:502.57 loss:0.03446 fps:1342 +frame:3.87e+06 wall_t:2884 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:0.9929 +2026-01-07 11:12:04 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:522.90 total_reward_ma:502.93 loss:0.01093 fps:1342 +frame:3.88e+06 wall_t:2892 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:0.9837 +2026-01-07 11:12:12 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:538.35 total_reward_ma:503.52 loss:0.01437 fps:1342 +frame:3.89e+06 wall_t:2899 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:0.8711 +2026-01-07 11:12:19 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:547.50 total_reward_ma:504.35 loss:0.00809 fps:1342 +frame:3.90e+06 wall_t:2906 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:0.9706 +2026-01-07 11:12:26 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:533.30 total_reward_ma:504.96 loss:0.02057 fps:1342 +frame:3.91e+06 wall_t:2913 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:1.021 +2026-01-07 11:12:33 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:530.45 total_reward_ma:505.58 loss:0.007688 fps:1342 +frame:3.92e+06 wall_t:2920 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:0.8927 +2026-01-07 11:12:40 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:534.40 total_reward_ma:506.12 loss:0.0248 fps:1343 +frame:3.93e+06 wall_t:2927 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:0.9819 +2026-01-07 11:12:48 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:529.40 total_reward_ma:506.61 loss:0.0282 fps:1342 +frame:3.94e+06 wall_t:2935 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:0.9276 +2026-01-07 11:12:55 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:535.15 total_reward_ma:507.29 loss:0.01584 fps:1343 +frame:3.95e+06 wall_t:2942 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:0.9731 +2026-01-07 11:13:02 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:529.85 total_reward_ma:507.87 loss:0.02767 fps:1343 +frame:3.96e+06 wall_t:2949 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:0.87 +2026-01-07 11:13:09 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:525.55 total_reward_ma:508.51 loss:0.01203 fps:1343 +frame:3.97e+06 wall_t:2956 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:0.8734 +2026-01-07 11:13:17 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:514.85 total_reward_ma:508.99 loss:0.01308 fps:1343 +frame:3.98e+06 wall_t:2964 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:0.8743 +2026-01-07 11:13:24 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:509.50 total_reward_ma:509.51 loss:0.02086 fps:1343 +frame:3.99e+06 wall_t:2971 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:0.7558 +2026-01-07 11:13:32 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:521.60 total_reward_ma:510.06 loss:0.01751 fps:1343 +frame:4.00e+06 wall_t:2979 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:0.9721 +2026-01-07 11:13:39 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:519.45 total_reward_ma:510.62 loss:0.0118 fps:1343 +frame:4.01e+06 wall_t:2986 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:0.9149 +2026-01-07 11:13:46 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:528.10 total_reward_ma:511.24 loss:0.02405 fps:1343 +frame:4.02e+06 wall_t:2993 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:0.8823 +2026-01-07 11:13:53 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:518.80 total_reward_ma:511.67 loss:-0.0009233 fps:1343 +frame:4.03e+06 wall_t:3000 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:0.8791 +2026-01-07 11:14:01 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:533.55 total_reward_ma:512.16 loss:0.02647 fps:1343 +frame:4.04e+06 wall_t:3008 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:1.017 +2026-01-07 11:14:09 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:543.50 total_reward_ma:512.72 loss:0.0354 fps:1343 +frame:4.05e+06 wall_t:3016 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:0.9348 +2026-01-07 11:14:17 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:540.00 total_reward_ma:513.07 loss:0.01028 fps:1343 +frame:4.06e+06 wall_t:3024 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:0.939 +2026-01-07 11:14:25 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:542.95 total_reward_ma:513.42 loss:0.01566 fps:1342 +frame:4.07e+06 wall_t:3032 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:0.9953 +2026-01-07 11:14:33 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:551.70 total_reward_ma:513.83 loss:0.005929 fps:1342 +frame:4.08e+06 wall_t:3040 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:1.015 +2026-01-07 11:14:41 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:545.95 total_reward_ma:514.25 loss:0.02371 fps:1342 +frame:4.09e+06 wall_t:3048 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:0.9872 +2026-01-07 11:14:47 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:541.95 total_reward_ma:514.63 loss:0.003431 fps:1343 +frame:4.10e+06 wall_t:3054 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:0.9139 +2026-01-07 11:14:54 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:540.35 total_reward_ma:515.07 loss:0.01342 fps:1343 +frame:4.11e+06 wall_t:3061 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:0.9757 +2026-01-07 11:15:02 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:540.45 total_reward_ma:515.60 loss:0.00329 fps:1342 +frame:4.12e+06 wall_t:3069 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:0.9517 +2026-01-07 11:15:08 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:534.70 total_reward_ma:516.12 loss:0.008718 fps:1343 +frame:4.13e+06 wall_t:3075 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:0.933 +2026-01-07 11:15:16 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:534.25 total_reward_ma:516.68 loss:0.03022 fps:1343 +frame:4.14e+06 wall_t:3083 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:0.9204 +2026-01-07 11:15:24 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:534.00 total_reward_ma:517.25 loss:0.02943 fps:1343 +frame:4.15e+06 wall_t:3091 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:0.8927 +2026-01-07 11:15:33 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:525.10 total_reward_ma:517.79 loss:0.01968 fps:1342 +frame:4.16e+06 wall_t:3100 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:0.97 +2026-01-07 11:15:41 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:526.45 total_reward_ma:518.38 loss:0.02153 fps:1342 +frame:4.17e+06 wall_t:3108 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:0.9263 +2026-01-07 11:15:48 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:527.00 total_reward_ma:518.99 loss:0.0154 fps:1342 +frame:4.18e+06 wall_t:3115 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:1.031 +2026-01-07 11:15:55 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:515.65 total_reward_ma:519.37 loss:0.00637 fps:1342 +frame:4.19e+06 wall_t:3122 t:261875 epi:nan +opt_step:65440 lr:0.0001453 clip_eps:0.1 entropy:0.9675 +2026-01-07 11:16:03 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:531.75 total_reward_ma:519.98 loss:0.00521 fps:1342 +frame:4.20e+06 wall_t:3130 t:262500 epi:nan +opt_step:65600 lr:0.000145 clip_eps:0.1 entropy:1.002 +2026-01-07 11:16:10 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:535.10 total_reward_ma:520.61 loss:0.03163 fps:1342 +frame:4.21e+06 wall_t:3137 t:263125 epi:nan +opt_step:65760 lr:0.0001448 clip_eps:0.1 entropy:0.9808 +2026-01-07 11:16:18 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:535.35 total_reward_ma:521.24 loss:0.01737 fps:1342 +frame:4.22e+06 wall_t:3145 t:263750 epi:nan +opt_step:65920 lr:0.0001445 clip_eps:0.1 entropy:0.9182 +2026-01-07 11:16:26 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:554.15 total_reward_ma:522.06 loss:0.03853 fps:1342 +frame:4.23e+06 wall_t:3153 t:264375 epi:nan +opt_step:66080 lr:0.0001443 clip_eps:0.1 entropy:0.9957 +2026-01-07 11:16:35 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:540.85 total_reward_ma:522.66 loss:0.005528 fps:1341 +frame:4.24e+06 wall_t:3162 t:265000 epi:nan +opt_step:66240 lr:0.000144 clip_eps:0.1 entropy:0.961 +2026-01-07 11:16:42 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:546.45 total_reward_ma:523.36 loss:0.03342 fps:1341 +frame:4.25e+06 wall_t:3169 t:265625 epi:nan +opt_step:66400 lr:0.0001438 clip_eps:0.1 entropy:0.9729 +2026-01-07 11:16:50 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:556.55 total_reward_ma:524.04 loss:0.04155 fps:1341 +frame:4.26e+06 wall_t:3177 t:266250 epi:nan +opt_step:66560 lr:0.0001435 clip_eps:0.1 entropy:0.9416 +2026-01-07 11:16:56 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:558.90 total_reward_ma:524.63 loss:0.02897 fps:1342 +frame:4.27e+06 wall_t:3183 t:266875 epi:nan +opt_step:66688 lr:0.0001433 clip_eps:0.1 entropy:0.9142 +2026-01-07 11:17:04 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:567.15 total_reward_ma:525.29 loss:0.01128 fps:1341 +frame:4.28e+06 wall_t:3191 t:267500 epi:nan +opt_step:66848 lr:0.000143 clip_eps:0.1 entropy:1.029 +2026-01-07 11:17:11 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:557.00 total_reward_ma:525.85 loss:0.0231 fps:1341 +frame:4.29e+06 wall_t:3198 t:268125 epi:nan +opt_step:67008 lr:0.0001428 clip_eps:0.1 entropy:0.8515 +2026-01-07 11:17:19 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:561.25 total_reward_ma:526.37 loss:0.02859 fps:1341 +frame:4.30e+06 wall_t:3206 t:268750 epi:nan +opt_step:67168 lr:0.0001425 clip_eps:0.1 entropy:1.01 +2026-01-07 11:17:26 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:560.90 total_reward_ma:526.87 loss:0.01636 fps:1341 +frame:4.31e+06 wall_t:3213 t:269375 epi:nan +opt_step:67328 lr:0.0001423 clip_eps:0.1 entropy:0.9479 +2026-01-07 11:17:33 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:556.15 total_reward_ma:527.23 loss:0.03034 fps:1342 +frame:4.32e+06 wall_t:3220 t:270000 epi:nan +opt_step:67488 lr:0.000142 clip_eps:0.1 entropy:0.8745 +2026-01-07 11:17:41 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:564.85 total_reward_ma:527.64 loss:0.00623 fps:1341 +frame:4.33e+06 wall_t:3228 t:270625 epi:nan +opt_step:67648 lr:0.0001418 clip_eps:0.1 entropy:0.8908 +2026-01-07 11:17:48 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:554.25 total_reward_ma:528.06 loss:0.01584 fps:1342 +frame:4.34e+06 wall_t:3235 t:271250 epi:nan +opt_step:67808 lr:0.0001415 clip_eps:0.1 entropy:1.066 +2026-01-07 11:17:56 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:543.30 total_reward_ma:528.36 loss:0.03572 fps:1341 +frame:4.35e+06 wall_t:3243 t:271875 epi:nan +opt_step:67968 lr:0.0001413 clip_eps:0.1 entropy:1.014 +2026-01-07 11:18:03 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:540.05 total_reward_ma:528.59 loss:0.02363 fps:1341 +frame:4.36e+06 wall_t:3251 t:272500 epi:nan +opt_step:68096 lr:0.000141 clip_eps:0.1 entropy:0.8981 +2026-01-07 11:18:11 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:531.10 total_reward_ma:528.71 loss:0.02305 fps:1341 +frame:4.37e+06 wall_t:3258 t:273125 epi:nan +opt_step:68256 lr:0.0001408 clip_eps:0.1 entropy:0.832 +2026-01-07 11:18:19 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:530.45 total_reward_ma:528.77 loss:0.01055 fps:1341 +frame:4.38e+06 wall_t:3266 t:273750 epi:nan +opt_step:68416 lr:0.0001405 clip_eps:0.1 entropy:0.8 +2026-01-07 11:18:26 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:527.00 total_reward_ma:528.76 loss:0.02599 fps:1341 +frame:4.39e+06 wall_t:3274 t:274375 epi:nan +opt_step:68576 lr:0.0001403 clip_eps:0.1 entropy:0.9239 +2026-01-07 11:18:34 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:523.80 total_reward_ma:528.71 loss:0.03781 fps:1341 +frame:4.40e+06 wall_t:3281 t:275000 epi:nan +opt_step:68736 lr:0.00014 clip_eps:0.1 entropy:0.9259 +2026-01-07 11:18:42 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:517.40 total_reward_ma:528.64 loss:0.02825 fps:1341 +frame:4.41e+06 wall_t:3289 t:275625 epi:nan +opt_step:68896 lr:0.0001398 clip_eps:0.1 entropy:0.9284 +2026-01-07 11:18:49 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:515.15 total_reward_ma:528.57 loss:0.01958 fps:1341 +frame:4.42e+06 wall_t:3296 t:276250 epi:nan +opt_step:69056 lr:0.0001395 clip_eps:0.1 entropy:0.8493 +2026-01-07 11:18:56 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:508.65 total_reward_ma:528.29 loss:0.01744 fps:1341 +frame:4.43e+06 wall_t:3304 t:276875 epi:nan +opt_step:69216 lr:0.0001393 clip_eps:0.1 entropy:0.9334 +2026-01-07 11:19:03 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:517.20 total_reward_ma:528.09 loss:0.04513 fps:1341 +frame:4.44e+06 wall_t:3310 t:277500 epi:nan +opt_step:69344 lr:0.000139 clip_eps:0.1 entropy:0.9939 +2026-01-07 11:19:11 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:519.05 total_reward_ma:527.92 loss:0.04386 fps:1341 +frame:4.45e+06 wall_t:3318 t:278125 epi:nan +opt_step:69504 lr:0.0001388 clip_eps:0.1 entropy:0.9662 +2026-01-07 11:19:18 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:501.55 total_reward_ma:527.68 loss:0.02119 fps:1341 +frame:4.46e+06 wall_t:3325 t:278750 epi:nan +opt_step:69664 lr:0.0001385 clip_eps:0.1 entropy:0.9969 +2026-01-07 11:19:26 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:483.80 total_reward_ma:527.23 loss:0.02974 fps:1341 +frame:4.47e+06 wall_t:3333 t:279375 epi:nan +opt_step:69824 lr:0.0001383 clip_eps:0.1 entropy:1.023 +2026-01-07 11:19:34 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:496.15 total_reward_ma:526.86 loss:0.0209 fps:1341 +frame:4.48e+06 wall_t:3341 t:280000 epi:nan +opt_step:69984 lr:0.000138 clip_eps:0.1 entropy:0.9632 +2026-01-07 11:19:41 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:495.10 total_reward_ma:526.55 loss:0.03052 fps:1341 +frame:4.49e+06 wall_t:3348 t:280625 epi:nan +opt_step:70144 lr:0.0001378 clip_eps:0.1 entropy:1.001 +2026-01-07 11:19:48 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:492.35 total_reward_ma:526.11 loss:0.04675 fps:1341 +frame:4.50e+06 wall_t:3356 t:281250 epi:nan +opt_step:70304 lr:0.0001375 clip_eps:0.1 entropy:0.9996 +2026-01-07 11:19:56 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:507.00 total_reward_ma:525.86 loss:0.03483 fps:1341 +frame:4.51e+06 wall_t:3363 t:281875 epi:nan +opt_step:70464 lr:0.0001373 clip_eps:0.1 entropy:0.9673 +2026-01-07 11:20:03 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:499.00 total_reward_ma:525.59 loss:0.02429 fps:1341 +frame:4.52e+06 wall_t:3371 t:282500 epi:nan +opt_step:70624 lr:0.000137 clip_eps:0.1 entropy:1.005 +2026-01-07 11:20:11 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:494.95 total_reward_ma:525.36 loss:0.04324 fps:1341 +frame:4.53e+06 wall_t:3378 t:283125 epi:nan +opt_step:70752 lr:0.0001368 clip_eps:0.1 entropy:1.147 +2026-01-07 11:20:18 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:514.05 total_reward_ma:525.41 loss:0.03398 fps:1341 +frame:4.54e+06 wall_t:3385 t:283750 epi:nan +opt_step:70912 lr:0.0001365 clip_eps:0.1 entropy:0.9551 +2026-01-07 11:20:26 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:509.55 total_reward_ma:525.45 loss:0.03817 fps:1341 +frame:4.55e+06 wall_t:3393 t:284375 epi:nan +opt_step:71072 lr:0.0001363 clip_eps:0.1 entropy:1.028 +2026-01-07 11:20:33 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:508.15 total_reward_ma:525.53 loss:0.03799 fps:1341 +frame:4.56e+06 wall_t:3400 t:285000 epi:nan +opt_step:71232 lr:0.000136 clip_eps:0.1 entropy:1.047 +2026-01-07 11:20:41 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:506.85 total_reward_ma:525.72 loss:0.03716 fps:1341 +frame:4.57e+06 wall_t:3408 t:285625 epi:nan +opt_step:71392 lr:0.0001358 clip_eps:0.1 entropy:0.9347 +2026-01-07 11:20:48 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:502.70 total_reward_ma:526.00 loss:0.03764 fps:1341 +frame:4.58e+06 wall_t:3415 t:286250 epi:nan +opt_step:71552 lr:0.0001355 clip_eps:0.1 entropy:1.03 +2026-01-07 11:20:55 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:484.85 total_reward_ma:526.03 loss:0.02149 fps:1341 +frame:4.59e+06 wall_t:3422 t:286875 epi:nan +opt_step:71712 lr:0.0001353 clip_eps:0.1 entropy:1.056 +2026-01-07 11:21:03 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:505.15 total_reward_ma:526.14 loss:0.01488 fps:1341 +frame:4.60e+06 wall_t:3430 t:287500 epi:nan +opt_step:71872 lr:0.000135 clip_eps:0.1 entropy:1.008 +2026-01-07 11:21:10 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:507.60 total_reward_ma:526.18 loss:0.03394 fps:1341 +frame:4.61e+06 wall_t:3437 t:288125 epi:nan +opt_step:72000 lr:0.0001348 clip_eps:0.1 entropy:0.9149 +2026-01-07 11:21:18 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:513.25 total_reward_ma:526.30 loss:0.0332 fps:1341 +frame:4.62e+06 wall_t:3445 t:288750 epi:nan +opt_step:72160 lr:0.0001345 clip_eps:0.1 entropy:1.024 +2026-01-07 11:21:26 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:513.15 total_reward_ma:526.32 loss:0.02189 fps:1341 +frame:4.63e+06 wall_t:3453 t:289375 epi:nan +opt_step:72320 lr:0.0001343 clip_eps:0.1 entropy:0.9567 +2026-01-07 11:21:33 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:511.45 total_reward_ma:526.32 loss:0.03558 fps:1341 +frame:4.64e+06 wall_t:3460 t:290000 epi:nan +opt_step:72480 lr:0.000134 clip_eps:0.1 entropy:0.9955 +2026-01-07 11:21:41 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:518.25 total_reward_ma:526.29 loss:0.05098 fps:1341 +frame:4.65e+06 wall_t:3468 t:290625 epi:nan +opt_step:72640 lr:0.0001338 clip_eps:0.1 entropy:0.9971 +2026-01-07 11:21:48 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:520.55 total_reward_ma:526.21 loss:0.02543 fps:1341 +frame:4.66e+06 wall_t:3475 t:291250 epi:nan +opt_step:72800 lr:0.0001335 clip_eps:0.1 entropy:0.9891 +2026-01-07 11:21:56 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:528.35 total_reward_ma:526.10 loss:0.0496 fps:1341 +frame:4.67e+06 wall_t:3483 t:291875 epi:nan +opt_step:72960 lr:0.0001333 clip_eps:0.1 entropy:1.001 +2026-01-07 11:22:04 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:521.50 total_reward_ma:526.01 loss:0.01953 fps:1341 +frame:4.68e+06 wall_t:3491 t:292500 epi:nan +opt_step:73120 lr:0.000133 clip_eps:0.1 entropy:0.943 +2026-01-07 11:22:11 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:524.35 total_reward_ma:525.98 loss:0.05171 fps:1341 +frame:4.69e+06 wall_t:3498 t:293125 epi:nan +opt_step:73280 lr:0.0001328 clip_eps:0.1 entropy:0.8181 +2026-01-07 11:22:18 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:521.30 total_reward_ma:525.97 loss:0.01016 fps:1341 +frame:4.70e+06 wall_t:3505 t:293750 epi:nan +opt_step:73408 lr:0.0001325 clip_eps:0.1 entropy:0.9489 +2026-01-07 11:22:25 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:515.95 total_reward_ma:525.97 loss:0.02925 fps:1341 +frame:4.71e+06 wall_t:3512 t:294375 epi:nan +opt_step:73568 lr:0.0001323 clip_eps:0.1 entropy:0.8478 +2026-01-07 11:22:32 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:510.90 total_reward_ma:525.95 loss:0.03838 fps:1341 +frame:4.72e+06 wall_t:3519 t:295000 epi:nan +opt_step:73728 lr:0.000132 clip_eps:0.1 entropy:0.8689 +2026-01-07 11:22:40 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:513.35 total_reward_ma:526.00 loss:0.01674 fps:1341 +frame:4.73e+06 wall_t:3527 t:295625 epi:nan +opt_step:73888 lr:0.0001318 clip_eps:0.1 entropy:0.8829 +2026-01-07 11:22:48 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:513.65 total_reward_ma:526.00 loss:0.03824 fps:1341 +frame:4.74e+06 wall_t:3535 t:296250 epi:nan +opt_step:74048 lr:0.0001315 clip_eps:0.1 entropy:0.8354 +2026-01-07 11:22:56 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:515.45 total_reward_ma:526.08 loss:0.01105 fps:1341 +frame:4.75e+06 wall_t:3543 t:296875 epi:nan +opt_step:74208 lr:0.0001313 clip_eps:0.1 entropy:0.9481 +2026-01-07 11:23:03 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:525.15 total_reward_ma:526.31 loss:0.05304 fps:1341 +frame:4.76e+06 wall_t:3550 t:297500 epi:nan +opt_step:74368 lr:0.000131 clip_eps:0.1 entropy:0.9366 +2026-01-07 11:23:11 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:515.05 total_reward_ma:526.41 loss:0.02373 fps:1341 +frame:4.77e+06 wall_t:3558 t:298125 epi:nan +opt_step:74528 lr:0.0001308 clip_eps:0.1 entropy:0.9112 +2026-01-07 11:23:18 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:517.25 total_reward_ma:526.48 loss:0.03331 fps:1341 +frame:4.78e+06 wall_t:3565 t:298750 epi:nan +opt_step:74656 lr:0.0001306 clip_eps:0.1 entropy:0.9266 +2026-01-07 11:23:25 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:522.80 total_reward_ma:526.48 loss:0.07299 fps:1341 +frame:4.79e+06 wall_t:3572 t:299375 epi:nan +opt_step:74816 lr:0.0001303 clip_eps:0.1 entropy:0.9221 +2026-01-07 11:23:34 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:515.30 total_reward_ma:526.43 loss:0.02067 fps:1340 +frame:4.80e+06 wall_t:3581 t:300000 epi:nan +opt_step:74976 lr:0.00013 clip_eps:0.1 entropy:0.9546 +2026-01-07 11:23:42 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:514.60 total_reward_ma:526.35 loss:0.0003134 fps:1340 +frame:4.81e+06 wall_t:3589 t:300625 epi:nan +opt_step:75136 lr:0.0001298 clip_eps:0.1 entropy:0.9584 +2026-01-07 11:23:49 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:515.05 total_reward_ma:526.13 loss:0.02897 fps:1340 +frame:4.82e+06 wall_t:3596 t:301250 epi:nan +opt_step:75296 lr:0.0001295 clip_eps:0.1 entropy:1.072 +2026-01-07 11:23:57 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:512.80 total_reward_ma:525.91 loss:0.02508 fps:1340 +frame:4.83e+06 wall_t:3604 t:301875 epi:nan +opt_step:75456 lr:0.0001293 clip_eps:0.1 entropy:0.9581 +2026-01-07 11:24:04 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:503.80 total_reward_ma:525.60 loss:0.01891 fps:1340 +frame:4.84e+06 wall_t:3611 t:302500 epi:nan +opt_step:75616 lr:0.000129 clip_eps:0.1 entropy:1.009 +2026-01-07 11:24:11 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:505.85 total_reward_ma:525.26 loss:0.03634 fps:1341 +frame:4.85e+06 wall_t:3618 t:303125 epi:nan +opt_step:75776 lr:0.0001288 clip_eps:0.1 entropy:1.043 +2026-01-07 11:24:19 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:503.35 total_reward_ma:524.92 loss:0.009321 fps:1340 +frame:4.86e+06 wall_t:3626 t:303750 epi:nan +opt_step:75936 lr:0.0001285 clip_eps:0.1 entropy:0.9148 +2026-01-07 11:24:25 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:506.75 total_reward_ma:524.79 loss:0.03964 fps:1341 +frame:4.87e+06 wall_t:3632 t:304375 epi:nan +opt_step:76064 lr:0.0001283 clip_eps:0.1 entropy:0.9242 +2026-01-07 11:24:33 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:512.90 total_reward_ma:524.68 loss:0.0236 fps:1341 +frame:4.88e+06 wall_t:3640 t:305000 epi:nan +opt_step:76224 lr:0.000128 clip_eps:0.1 entropy:0.9489 +2026-01-07 11:24:40 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:529.20 total_reward_ma:524.59 loss:0.02758 fps:1341 +frame:4.89e+06 wall_t:3647 t:305625 epi:nan +opt_step:76384 lr:0.0001278 clip_eps:0.1 entropy:0.923 +2026-01-07 11:24:48 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:511.90 total_reward_ma:524.24 loss:0.02146 fps:1341 +frame:4.90e+06 wall_t:3655 t:306250 epi:nan +opt_step:76544 lr:0.0001275 clip_eps:0.1 entropy:0.8827 +2026-01-07 11:24:55 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:517.35 total_reward_ma:524.08 loss:0.01757 fps:1341 +frame:4.91e+06 wall_t:3662 t:306875 epi:nan +opt_step:76704 lr:0.0001273 clip_eps:0.1 entropy:0.9048 +2026-01-07 11:25:03 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:532.70 total_reward_ma:524.10 loss:0.03118 fps:1341 +frame:4.92e+06 wall_t:3670 t:307500 epi:nan +opt_step:76864 lr:0.000127 clip_eps:0.1 entropy:0.8747 +2026-01-07 11:25:10 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:535.80 total_reward_ma:524.11 loss:0.02993 fps:1341 +frame:4.93e+06 wall_t:3677 t:308125 epi:nan +opt_step:77024 lr:0.0001268 clip_eps:0.1 entropy:0.8617 +2026-01-07 11:25:17 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:533.50 total_reward_ma:524.16 loss:0.02093 fps:1341 +frame:4.94e+06 wall_t:3685 t:308750 epi:nan +opt_step:77184 lr:0.0001265 clip_eps:0.1 entropy:0.9103 +2026-01-07 11:25:25 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:527.95 total_reward_ma:524.08 loss:0.02813 fps:1341 +frame:4.95e+06 wall_t:3692 t:309375 epi:nan +opt_step:77312 lr:0.0001263 clip_eps:0.1 entropy:0.8813 +2026-01-07 11:25:33 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:526.90 total_reward_ma:524.05 loss:0.04108 fps:1341 +frame:4.96e+06 wall_t:3700 t:310000 epi:nan +opt_step:77472 lr:0.000126 clip_eps:0.1 entropy:0.8707 +2026-01-07 11:25:41 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:516.30 total_reward_ma:523.96 loss:0.01429 fps:1340 +frame:4.97e+06 wall_t:3708 t:310625 epi:nan +opt_step:77632 lr:0.0001258 clip_eps:0.1 entropy:0.8543 +2026-01-07 11:25:49 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:522.35 total_reward_ma:524.04 loss:0.02984 fps:1340 +frame:4.98e+06 wall_t:3716 t:311250 epi:nan +opt_step:77792 lr:0.0001255 clip_eps:0.1 entropy:0.832 +2026-01-07 11:25:57 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:520.30 total_reward_ma:524.14 loss:0.03519 fps:1340 +frame:4.99e+06 wall_t:3724 t:311875 epi:nan +opt_step:77952 lr:0.0001253 clip_eps:0.1 entropy:0.9106 +2026-01-07 11:26:04 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:508.15 total_reward_ma:524.01 loss:0.05002 fps:1340 +frame:5.00e+06 wall_t:3731 t:312500 epi:nan +opt_step:78112 lr:0.000125 clip_eps:0.1 entropy:0.8689 +2026-01-07 11:26:12 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:516.95 total_reward_ma:523.98 loss:0.04581 fps:1340 +frame:5.01e+06 wall_t:3739 t:313125 epi:nan +opt_step:78272 lr:0.0001248 clip_eps:0.1 entropy:0.9313 +2026-01-07 11:26:20 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:519.40 total_reward_ma:523.90 loss:0.053 fps:1340 +frame:5.02e+06 wall_t:3747 t:313750 epi:nan +opt_step:78432 lr:0.0001245 clip_eps:0.1 entropy:0.9611 +2026-01-07 11:26:28 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:520.40 total_reward_ma:523.91 loss:0.02494 fps:1340 +frame:5.03e+06 wall_t:3755 t:314375 epi:nan +opt_step:78592 lr:0.0001243 clip_eps:0.1 entropy:0.7831 +2026-01-07 11:26:35 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:521.90 total_reward_ma:523.80 loss:0.02976 fps:1340 +frame:5.04e+06 wall_t:3762 t:315000 epi:nan +opt_step:78720 lr:0.000124 clip_eps:0.1 entropy:0.9141 +2026-01-07 11:26:42 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:528.30 total_reward_ma:523.65 loss:0.04691 fps:1340 +frame:5.05e+06 wall_t:3769 t:315625 epi:nan +opt_step:78880 lr:0.0001238 clip_eps:0.1 entropy:0.8797 +2026-01-07 11:26:49 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:521.50 total_reward_ma:523.46 loss:0.02146 fps:1340 +frame:5.06e+06 wall_t:3776 t:316250 epi:nan +opt_step:79040 lr:0.0001235 clip_eps:0.1 entropy:0.9215 +2026-01-07 11:26:56 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:517.10 total_reward_ma:523.20 loss:0.02844 fps:1340 +frame:5.07e+06 wall_t:3783 t:316875 epi:nan +opt_step:79200 lr:0.0001233 clip_eps:0.1 entropy:0.9289 +2026-01-07 11:27:04 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:519.80 total_reward_ma:522.88 loss:0.01178 fps:1340 +frame:5.08e+06 wall_t:3791 t:317500 epi:nan +opt_step:79360 lr:0.000123 clip_eps:0.1 entropy:0.9431 +2026-01-07 11:27:10 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:515.75 total_reward_ma:522.58 loss:0.0464 fps:1341 +frame:5.09e+06 wall_t:3797 t:318125 epi:nan +opt_step:79520 lr:0.0001228 clip_eps:0.1 entropy:0.8355 +2026-01-07 11:27:18 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:510.70 total_reward_ma:522.27 loss:0.007859 fps:1340 +frame:5.10e+06 wall_t:3805 t:318750 epi:nan +opt_step:79680 lr:0.0001225 clip_eps:0.1 entropy:0.9083 +2026-01-07 11:27:26 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:515.20 total_reward_ma:522.02 loss:0.02799 fps:1340 +frame:5.11e+06 wall_t:3813 t:319375 epi:nan +opt_step:79840 lr:0.0001223 clip_eps:0.1 entropy:0.8182 +2026-01-07 11:27:34 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:528.60 total_reward_ma:521.90 loss:0.01506 fps:1340 +frame:5.12e+06 wall_t:3821 t:320000 epi:nan +opt_step:80000 lr:0.000122 clip_eps:0.1 entropy:0.9013 +2026-01-07 11:27:40 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:525.00 total_reward_ma:521.80 loss:0.05279 fps:1340 +frame:5.13e+06 wall_t:3828 t:320625 epi:nan +opt_step:80128 lr:0.0001218 clip_eps:0.1 entropy:0.8159 +2026-01-07 11:27:49 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:527.30 total_reward_ma:521.73 loss:0.03445 fps:1340 +frame:5.14e+06 wall_t:3836 t:321250 epi:nan +opt_step:80288 lr:0.0001215 clip_eps:0.1 entropy:0.8624 +2026-01-07 11:27:56 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:527.75 total_reward_ma:521.67 loss:0.01316 fps:1340 +frame:5.15e+06 wall_t:3843 t:321875 epi:nan +opt_step:80448 lr:0.0001213 clip_eps:0.1 entropy:0.9221 +2026-01-07 11:28:03 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:532.70 total_reward_ma:521.75 loss:0.02936 fps:1340 +frame:5.16e+06 wall_t:3850 t:322500 epi:nan +opt_step:80608 lr:0.000121 clip_eps:0.1 entropy:0.9369 +2026-01-07 11:28:11 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:534.35 total_reward_ma:521.82 loss:0.0248 fps:1340 +frame:5.17e+06 wall_t:3858 t:323125 epi:nan +opt_step:80768 lr:0.0001208 clip_eps:0.1 entropy:0.8674 +2026-01-07 11:28:18 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:539.60 total_reward_ma:521.95 loss:0.02833 fps:1340 +frame:5.18e+06 wall_t:3865 t:323750 epi:nan +opt_step:80928 lr:0.0001205 clip_eps:0.1 entropy:0.8056 +2026-01-07 11:28:25 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:544.65 total_reward_ma:522.24 loss:0.03111 fps:1340 +frame:5.19e+06 wall_t:3872 t:324375 epi:nan +opt_step:81088 lr:0.0001203 clip_eps:0.1 entropy:0.8354 +2026-01-07 11:28:32 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:544.25 total_reward_ma:522.37 loss:0.03987 fps:1341 +frame:5.20e+06 wall_t:3879 t:325000 epi:nan +opt_step:81248 lr:0.00012 clip_eps:0.1 entropy:0.8729 +2026-01-07 11:28:39 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:542.70 total_reward_ma:522.44 loss:0.01785 fps:1341 +frame:5.21e+06 wall_t:3886 t:325625 epi:nan +opt_step:81376 lr:0.0001198 clip_eps:0.1 entropy:0.8689 +2026-01-07 11:28:46 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:547.60 total_reward_ma:522.56 loss:0.03339 fps:1341 +frame:5.22e+06 wall_t:3893 t:326250 epi:nan +opt_step:81536 lr:0.0001195 clip_eps:0.1 entropy:0.9178 +2026-01-07 11:28:53 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:545.05 total_reward_ma:522.47 loss:0.04816 fps:1341 +frame:5.23e+06 wall_t:3900 t:326875 epi:nan +opt_step:81696 lr:0.0001193 clip_eps:0.1 entropy:0.9021 +2026-01-07 11:29:01 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:534.45 total_reward_ma:522.41 loss:0.03885 fps:1341 +frame:5.24e+06 wall_t:3908 t:327500 epi:nan +opt_step:81856 lr:0.000119 clip_eps:0.1 entropy:0.9027 +2026-01-07 11:29:09 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:533.75 total_reward_ma:522.28 loss:0.01013 fps:1341 +frame:5.25e+06 wall_t:3916 t:328125 epi:nan +opt_step:82016 lr:0.0001188 clip_eps:0.1 entropy:0.8628 +2026-01-07 11:29:16 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:522.10 total_reward_ma:521.94 loss:0.02186 fps:1341 +frame:5.26e+06 wall_t:3923 t:328750 epi:nan +opt_step:82176 lr:0.0001185 clip_eps:0.1 entropy:0.8689 +2026-01-07 11:29:23 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:514.30 total_reward_ma:521.49 loss:0.02026 fps:1341 +frame:5.27e+06 wall_t:3931 t:329375 epi:nan +opt_step:82336 lr:0.0001183 clip_eps:0.1 entropy:0.7901 +2026-01-07 11:29:30 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:516.50 total_reward_ma:520.99 loss:0.06066 fps:1341 +frame:5.28e+06 wall_t:3937 t:330000 epi:nan +opt_step:82496 lr:0.000118 clip_eps:0.1 entropy:0.8886 +2026-01-07 11:29:39 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:497.25 total_reward_ma:520.39 loss:0.04415 fps:1341 +frame:5.29e+06 wall_t:3946 t:330625 epi:nan +opt_step:82656 lr:0.0001178 clip_eps:0.1 entropy:0.8102 +2026-01-07 11:29:45 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:489.10 total_reward_ma:519.67 loss:0.02562 fps:1341 +frame:5.30e+06 wall_t:3952 t:331250 epi:nan +opt_step:82784 lr:0.0001175 clip_eps:0.1 entropy:0.8864 +2026-01-07 11:29:53 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:500.55 total_reward_ma:519.06 loss:0.02187 fps:1341 +frame:5.31e+06 wall_t:3960 t:331875 epi:nan +opt_step:82944 lr:0.0001173 clip_eps:0.1 entropy:0.8633 +2026-01-07 11:30:01 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:510.00 total_reward_ma:518.60 loss:0.05181 fps:1341 +frame:5.32e+06 wall_t:3968 t:332500 epi:nan +opt_step:83104 lr:0.000117 clip_eps:0.1 entropy:0.9069 +2026-01-07 11:30:08 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:507.50 total_reward_ma:518.03 loss:0.04683 fps:1341 +frame:5.33e+06 wall_t:3975 t:333125 epi:nan +opt_step:83264 lr:0.0001168 clip_eps:0.1 entropy:0.8879 +2026-01-07 11:30:15 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:505.65 total_reward_ma:517.54 loss:0.01454 fps:1341 +frame:5.34e+06 wall_t:3982 t:333750 epi:nan +opt_step:83424 lr:0.0001165 clip_eps:0.1 entropy:0.9062 +2026-01-07 11:30:22 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:494.70 total_reward_ma:517.06 loss:0.03768 fps:1341 +frame:5.35e+06 wall_t:3989 t:334375 epi:nan +opt_step:83584 lr:0.0001163 clip_eps:0.1 entropy:0.8505 +2026-01-07 11:30:30 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:495.40 total_reward_ma:516.61 loss:0.02255 fps:1341 +frame:5.36e+06 wall_t:3997 t:335000 epi:nan +opt_step:83744 lr:0.000116 clip_eps:0.1 entropy:0.8078 +2026-01-07 11:30:38 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:504.60 total_reward_ma:516.34 loss:0.0378 fps:1341 +frame:5.37e+06 wall_t:4005 t:335625 epi:nan +opt_step:83904 lr:0.0001158 clip_eps:0.1 entropy:0.8906 +2026-01-07 11:30:45 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:501.95 total_reward_ma:516.06 loss:0.02559 fps:1341 +frame:5.38e+06 wall_t:4012 t:336250 epi:nan +opt_step:84032 lr:0.0001155 clip_eps:0.1 entropy:0.9493 +2026-01-07 11:30:52 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:498.60 total_reward_ma:515.78 loss:0.04034 fps:1341 +frame:5.39e+06 wall_t:4019 t:336875 epi:nan +opt_step:84192 lr:0.0001153 clip_eps:0.1 entropy:0.8847 +2026-01-07 11:30:59 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:495.30 total_reward_ma:515.49 loss:0.01245 fps:1341 +frame:5.40e+06 wall_t:4027 t:337500 epi:nan +opt_step:84352 lr:0.000115 clip_eps:0.1 entropy:0.898 +2026-01-07 11:31:07 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:498.10 total_reward_ma:515.30 loss:0.0331 fps:1341 +frame:5.41e+06 wall_t:4034 t:338125 epi:nan +opt_step:84512 lr:0.0001148 clip_eps:0.1 entropy:0.8831 +2026-01-07 11:31:15 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:505.00 total_reward_ma:515.20 loss:0.03344 fps:1341 +frame:5.42e+06 wall_t:4042 t:338750 epi:nan +opt_step:84672 lr:0.0001145 clip_eps:0.1 entropy:0.7505 +2026-01-07 11:31:22 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:497.45 total_reward_ma:515.08 loss:0.01944 fps:1341 +frame:5.43e+06 wall_t:4049 t:339375 epi:nan +opt_step:84832 lr:0.0001143 clip_eps:0.1 entropy:0.7904 +2026-01-07 11:31:30 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:499.85 total_reward_ma:514.91 loss:0.03828 fps:1341 +frame:5.44e+06 wall_t:4057 t:340000 epi:nan +opt_step:84992 lr:0.000114 clip_eps:0.1 entropy:0.7824 +2026-01-07 11:31:38 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:512.20 total_reward_ma:514.84 loss:0.01977 fps:1341 +frame:5.45e+06 wall_t:4065 t:340625 epi:nan +opt_step:85152 lr:0.0001138 clip_eps:0.1 entropy:0.8474 +2026-01-07 11:31:45 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:518.75 total_reward_ma:515.01 loss:0.01945 fps:1341 +frame:5.46e+06 wall_t:4072 t:341250 epi:nan +opt_step:85312 lr:0.0001135 clip_eps:0.1 entropy:0.8181 +2026-01-07 11:31:52 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:528.55 total_reward_ma:515.46 loss:0.04298 fps:1341 +frame:5.47e+06 wall_t:4079 t:341875 epi:nan +opt_step:85440 lr:0.0001133 clip_eps:0.1 entropy:0.7435 +2026-01-07 11:31:59 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:537.10 total_reward_ma:515.87 loss:0.01394 fps:1341 +frame:5.48e+06 wall_t:4086 t:342500 epi:nan +opt_step:85600 lr:0.000113 clip_eps:0.1 entropy:0.8827 +2026-01-07 11:32:06 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:536.85 total_reward_ma:516.29 loss:0.0242 fps:1341 +frame:5.49e+06 wall_t:4093 t:343125 epi:nan +opt_step:85760 lr:0.0001128 clip_eps:0.1 entropy:0.8992 +2026-01-07 11:32:13 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:538.60 total_reward_ma:516.75 loss:0.01262 fps:1341 +frame:5.50e+06 wall_t:4100 t:343750 epi:nan +opt_step:85920 lr:0.0001125 clip_eps:0.1 entropy:0.8288 +2026-01-07 11:32:22 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:540.25 total_reward_ma:517.08 loss:0.02478 fps:1341 +frame:5.51e+06 wall_t:4109 t:344375 epi:nan +opt_step:86080 lr:0.0001123 clip_eps:0.1 entropy:0.8581 +2026-01-07 11:32:30 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:538.35 total_reward_ma:517.48 loss:0.02156 fps:1341 +frame:5.52e+06 wall_t:4117 t:345000 epi:nan +opt_step:86240 lr:0.000112 clip_eps:0.1 entropy:0.8714 +2026-01-07 11:32:37 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:527.55 total_reward_ma:517.80 loss:0.03599 fps:1341 +frame:5.53e+06 wall_t:4125 t:345625 epi:nan +opt_step:86400 lr:0.0001118 clip_eps:0.1 entropy:0.8281 +2026-01-07 11:32:45 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:529.65 total_reward_ma:517.96 loss:0.04221 fps:1341 +frame:5.54e+06 wall_t:4132 t:346250 epi:nan +opt_step:86560 lr:0.0001115 clip_eps:0.1 entropy:0.7226 +2026-01-07 11:32:53 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:531.65 total_reward_ma:518.18 loss:0.04358 fps:1341 +frame:5.55e+06 wall_t:4140 t:346875 epi:nan +opt_step:86688 lr:0.0001113 clip_eps:0.1 entropy:0.86 +2026-01-07 11:33:01 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:529.35 total_reward_ma:518.39 loss:0.03265 fps:1340 +frame:5.56e+06 wall_t:4148 t:347500 epi:nan +opt_step:86848 lr:0.000111 clip_eps:0.1 entropy:0.9141 +2026-01-07 11:33:08 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:536.45 total_reward_ma:518.69 loss:0.01597 fps:1340 +frame:5.57e+06 wall_t:4156 t:348125 epi:nan +opt_step:87008 lr:0.0001108 clip_eps:0.1 entropy:0.8969 +2026-01-07 11:33:16 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:532.45 total_reward_ma:518.98 loss:0.03972 fps:1340 +frame:5.58e+06 wall_t:4163 t:348750 epi:nan +opt_step:87168 lr:0.0001105 clip_eps:0.1 entropy:0.8039 +2026-01-07 11:33:23 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:540.75 total_reward_ma:519.54 loss:0.04358 fps:1341 +frame:5.59e+06 wall_t:4170 t:349375 epi:nan +opt_step:87328 lr:0.0001103 clip_eps:0.1 entropy:0.81 +2026-01-07 11:33:31 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:541.25 total_reward_ma:519.91 loss:0.04006 fps:1340 +frame:5.60e+06 wall_t:4178 t:350000 epi:nan +opt_step:87488 lr:0.00011 clip_eps:0.1 entropy:0.8642 +2026-01-07 11:33:38 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:535.95 total_reward_ma:520.19 loss:0.06721 fps:1341 +frame:5.61e+06 wall_t:4185 t:350625 epi:nan +opt_step:87648 lr:0.0001098 clip_eps:0.1 entropy:0.9789 +2026-01-07 11:33:46 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:531.25 total_reward_ma:520.37 loss:0.05358 fps:1340 +frame:5.62e+06 wall_t:4193 t:351250 epi:nan +opt_step:87808 lr:0.0001095 clip_eps:0.1 entropy:0.8281 +2026-01-07 11:33:53 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:525.65 total_reward_ma:520.49 loss:0.04662 fps:1340 +frame:5.63e+06 wall_t:4200 t:351875 epi:nan +opt_step:87968 lr:0.0001093 clip_eps:0.1 entropy:0.8657 +2026-01-07 11:34:00 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:522.50 total_reward_ma:520.60 loss:0.02475 fps:1341 +frame:5.64e+06 wall_t:4207 t:352500 epi:nan +opt_step:88096 lr:0.000109 clip_eps:0.1 entropy:0.8315 +2026-01-07 11:34:07 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:514.15 total_reward_ma:520.56 loss:0.02631 fps:1341 +frame:5.65e+06 wall_t:4214 t:353125 epi:nan +opt_step:88256 lr:0.0001088 clip_eps:0.1 entropy:0.8965 +2026-01-07 11:34:15 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:515.80 total_reward_ma:520.52 loss:0.06413 fps:1341 +frame:5.66e+06 wall_t:4222 t:353750 epi:nan +opt_step:88416 lr:0.0001085 clip_eps:0.1 entropy:0.9129 +2026-01-07 11:34:23 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:509.10 total_reward_ma:520.32 loss:0.05033 fps:1340 +frame:5.67e+06 wall_t:4230 t:354375 epi:nan +opt_step:88576 lr:0.0001083 clip_eps:0.1 entropy:0.749 +2026-01-07 11:34:30 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:508.25 total_reward_ma:520.19 loss:0.05009 fps:1341 +frame:5.68e+06 wall_t:4237 t:355000 epi:nan +opt_step:88736 lr:0.000108 clip_eps:0.1 entropy:0.8705 +2026-01-07 11:34:37 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:519.35 total_reward_ma:520.14 loss:0.04871 fps:1341 +frame:5.69e+06 wall_t:4244 t:355625 epi:nan +opt_step:88896 lr:0.0001078 clip_eps:0.1 entropy:0.941 +2026-01-07 11:34:44 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:520.50 total_reward_ma:520.13 loss:0.02381 fps:1341 +frame:5.70e+06 wall_t:4251 t:356250 epi:nan +opt_step:89056 lr:0.0001075 clip_eps:0.1 entropy:0.8594 +2026-01-07 11:34:52 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:519.80 total_reward_ma:520.17 loss:0.02923 fps:1341 +frame:5.71e+06 wall_t:4259 t:356875 epi:nan +opt_step:89216 lr:0.0001073 clip_eps:0.1 entropy:0.9509 +2026-01-07 11:34:59 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:530.05 total_reward_ma:520.36 loss:0.02631 fps:1341 +frame:5.72e+06 wall_t:4266 t:357500 epi:nan +opt_step:89344 lr:0.000107 clip_eps:0.1 entropy:0.8902 +2026-01-07 11:35:07 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:537.50 total_reward_ma:520.60 loss:0.0407 fps:1341 +frame:5.73e+06 wall_t:4274 t:358125 epi:nan +opt_step:89504 lr:0.0001068 clip_eps:0.1 entropy:0.9511 +2026-01-07 11:35:15 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:536.60 total_reward_ma:520.83 loss:0.0288 fps:1340 +frame:5.74e+06 wall_t:4282 t:358750 epi:nan +opt_step:89664 lr:0.0001065 clip_eps:0.1 entropy:0.8954 +2026-01-07 11:35:23 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:539.00 total_reward_ma:521.07 loss:0.04345 fps:1340 +frame:5.75e+06 wall_t:4290 t:359375 epi:nan +opt_step:89824 lr:0.0001063 clip_eps:0.1 entropy:0.8434 +2026-01-07 11:35:31 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:546.40 total_reward_ma:521.28 loss:0.02525 fps:1340 +frame:5.76e+06 wall_t:4298 t:360000 epi:nan +opt_step:89984 lr:0.000106 clip_eps:0.1 entropy:0.9928 +2026-01-07 11:35:39 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:544.80 total_reward_ma:521.58 loss:0.02161 fps:1340 +frame:5.77e+06 wall_t:4306 t:360625 epi:nan +opt_step:90144 lr:0.0001058 clip_eps:0.1 entropy:0.9527 +2026-01-07 11:35:47 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:555.80 total_reward_ma:521.96 loss:0.02074 fps:1340 +frame:5.78e+06 wall_t:4314 t:361250 epi:nan +opt_step:90304 lr:0.0001055 clip_eps:0.1 entropy:0.8509 +2026-01-07 11:35:55 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:549.75 total_reward_ma:522.23 loss:0.02802 fps:1340 +frame:5.79e+06 wall_t:4322 t:361875 epi:nan +opt_step:90464 lr:0.0001053 clip_eps:0.1 entropy:0.9358 +2026-01-07 11:36:02 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:547.10 total_reward_ma:522.55 loss:0.0485 fps:1340 +frame:5.80e+06 wall_t:4329 t:362500 epi:nan +opt_step:90624 lr:0.000105 clip_eps:0.1 entropy:0.9117 +2026-01-07 11:36:09 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:531.40 total_reward_ma:522.72 loss:0.0231 fps:1340 +frame:5.81e+06 wall_t:4336 t:363125 epi:nan +opt_step:90752 lr:0.0001048 clip_eps:0.1 entropy:0.8524 +2026-01-07 11:36:17 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:545.40 total_reward_ma:523.02 loss:0.02056 fps:1340 +frame:5.82e+06 wall_t:4344 t:363750 epi:nan +opt_step:90912 lr:0.0001045 clip_eps:0.1 entropy:0.839 +2026-01-07 11:36:24 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:543.35 total_reward_ma:523.33 loss:0.03838 fps:1340 +frame:5.83e+06 wall_t:4351 t:364375 epi:nan +opt_step:91072 lr:0.0001043 clip_eps:0.1 entropy:0.7696 +2026-01-07 11:36:32 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:543.65 total_reward_ma:523.73 loss:0.0224 fps:1340 +frame:5.84e+06 wall_t:4359 t:365000 epi:nan +opt_step:91232 lr:0.000104 clip_eps:0.1 entropy:0.8605 +2026-01-07 11:36:39 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:546.00 total_reward_ma:524.13 loss:0.04454 fps:1340 +frame:5.85e+06 wall_t:4366 t:365625 epi:nan +opt_step:91392 lr:0.0001038 clip_eps:0.1 entropy:0.8815 +2026-01-07 11:36:46 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:522.15 total_reward_ma:524.32 loss:0.04956 fps:1340 +frame:5.86e+06 wall_t:4373 t:366250 epi:nan +opt_step:91552 lr:0.0001035 clip_eps:0.1 entropy:0.9226 +2026-01-07 11:36:52 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:516.70 total_reward_ma:524.42 loss:0.01275 fps:1340 +frame:5.87e+06 wall_t:4379 t:366875 epi:nan +opt_step:91712 lr:0.0001033 clip_eps:0.1 entropy:0.8477 +2026-01-07 11:36:58 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:512.85 total_reward_ma:524.42 loss:0.01936 fps:1341 +frame:5.88e+06 wall_t:4385 t:367500 epi:nan +opt_step:91872 lr:0.000103 clip_eps:0.1 entropy:0.786 +2026-01-07 11:37:04 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:517.55 total_reward_ma:524.30 loss:-0.001813 fps:1341 +frame:5.89e+06 wall_t:4391 t:368125 epi:nan +opt_step:92000 lr:0.0001028 clip_eps:0.1 entropy:0.9213 +2026-01-07 11:37:12 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:516.95 total_reward_ma:524.35 loss:0.06165 fps:1341 +frame:5.90e+06 wall_t:4399 t:368750 epi:nan +opt_step:92160 lr:0.0001025 clip_eps:0.1 entropy:0.8989 +2026-01-07 11:37:20 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:519.80 total_reward_ma:524.37 loss:0.02543 fps:1341 +frame:5.91e+06 wall_t:4407 t:369375 epi:nan +opt_step:92320 lr:0.0001023 clip_eps:0.1 entropy:0.9773 +2026-01-07 11:37:28 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:518.70 total_reward_ma:524.23 loss:0.01692 fps:1341 +frame:5.92e+06 wall_t:4415 t:370000 epi:nan +opt_step:92480 lr:0.000102 clip_eps:0.1 entropy:0.8715 +2026-01-07 11:37:36 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:512.15 total_reward_ma:524.00 loss:0.03703 fps:1341 +frame:5.93e+06 wall_t:4423 t:370625 epi:nan +opt_step:92640 lr:0.0001018 clip_eps:0.1 entropy:0.8906 +2026-01-07 11:37:44 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:516.50 total_reward_ma:523.83 loss:0.03636 fps:1341 +frame:5.94e+06 wall_t:4431 t:371250 epi:nan +opt_step:92800 lr:0.0001015 clip_eps:0.1 entropy:0.8072 +2026-01-07 11:37:51 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:525.50 total_reward_ma:523.80 loss:0.01429 fps:1341 +frame:5.95e+06 wall_t:4438 t:371875 epi:nan +opt_step:92960 lr:0.0001013 clip_eps:0.1 entropy:0.8606 +2026-01-07 11:37:58 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:527.30 total_reward_ma:523.81 loss:0.03509 fps:1341 +frame:5.96e+06 wall_t:4445 t:372500 epi:nan +opt_step:93120 lr:0.000101 clip_eps:0.1 entropy:0.9585 +2026-01-07 11:38:05 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:528.20 total_reward_ma:523.93 loss:0.04796 fps:1341 +frame:5.97e+06 wall_t:4452 t:373125 epi:nan +opt_step:93280 lr:0.0001008 clip_eps:0.1 entropy:0.7504 +2026-01-07 11:38:11 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:520.15 total_reward_ma:523.90 loss:0.0248 fps:1341 +frame:5.98e+06 wall_t:4458 t:373750 epi:nan +opt_step:93408 lr:0.0001005 clip_eps:0.1 entropy:0.8897 +2026-01-07 11:38:18 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:517.35 total_reward_ma:523.88 loss:0.04091 fps:1342 +frame:5.99e+06 wall_t:4465 t:374375 epi:nan +opt_step:93568 lr:0.0001003 clip_eps:0.1 entropy:0.8735 +2026-01-07 11:38:25 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:512.00 total_reward_ma:523.91 loss:0.03762 fps:1342 +frame:6.00e+06 wall_t:4472 t:375000 epi:nan +opt_step:93728 lr:0.0001 clip_eps:0.1 entropy:0.8683 +2026-01-07 11:38:31 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:515.55 total_reward_ma:523.90 loss:0.02474 fps:1342 +frame:6.01e+06 wall_t:4478 t:375625 epi:nan +opt_step:93888 lr:9.978e-05 clip_eps:0.1 entropy:0.7663 +2026-01-07 11:38:37 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:524.30 total_reward_ma:523.95 loss:0.03658 fps:1343 +frame:6.02e+06 wall_t:4484 t:376250 epi:nan +opt_step:94048 lr:9.952e-05 clip_eps:0.1 entropy:0.8516 +2026-01-07 11:38:44 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:517.15 total_reward_ma:523.92 loss:0.01093 fps:1343 +frame:6.03e+06 wall_t:4491 t:376875 epi:nan +opt_step:94208 lr:9.927e-05 clip_eps:0.1 entropy:0.9226 +2026-01-07 11:38:52 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:521.60 total_reward_ma:523.91 loss:0.01953 fps:1343 +frame:6.04e+06 wall_t:4499 t:377500 epi:nan +opt_step:94368 lr:9.901e-05 clip_eps:0.1 entropy:0.7208 +2026-01-07 11:38:59 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:528.15 total_reward_ma:523.91 loss:0.03216 fps:1343 +frame:6.05e+06 wall_t:4506 t:378125 epi:nan +opt_step:94528 lr:9.876e-05 clip_eps:0.1 entropy:0.8418 +2026-01-07 11:39:07 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:531.35 total_reward_ma:524.01 loss:0.03133 fps:1342 +frame:6.06e+06 wall_t:4514 t:378750 epi:nan +opt_step:94656 lr:9.855e-05 clip_eps:0.1 entropy:0.9023 +2026-01-07 11:39:14 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:539.75 total_reward_ma:524.24 loss:0.05478 fps:1342 +frame:6.07e+06 wall_t:4522 t:379375 epi:nan +opt_step:94816 lr:9.829e-05 clip_eps:0.1 entropy:0.8339 +2026-01-07 11:39:23 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:538.25 total_reward_ma:524.42 loss:0.04925 fps:1342 +frame:6.08e+06 wall_t:4530 t:380000 epi:nan +opt_step:94976 lr:9.804e-05 clip_eps:0.1 entropy:0.8485 +2026-01-07 11:39:32 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:533.15 total_reward_ma:524.59 loss:0.04413 fps:1342 +frame:6.09e+06 wall_t:4539 t:380625 epi:nan +opt_step:95136 lr:9.778e-05 clip_eps:0.1 entropy:0.8232 +2026-01-07 11:39:39 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:529.80 total_reward_ma:524.79 loss:0.05241 fps:1342 +frame:6.10e+06 wall_t:4546 t:381250 epi:nan +opt_step:95296 lr:9.753e-05 clip_eps:0.1 entropy:0.7692 +2026-01-07 11:39:45 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:532.05 total_reward_ma:524.95 loss:0.01004 fps:1342 +frame:6.11e+06 wall_t:4552 t:381875 epi:nan +opt_step:95456 lr:9.727e-05 clip_eps:0.1 entropy:0.8395 +2026-01-07 11:39:52 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:521.30 total_reward_ma:524.88 loss:0.03987 fps:1342 +frame:6.12e+06 wall_t:4559 t:382500 epi:nan +opt_step:95616 lr:9.701e-05 clip_eps:0.1 entropy:0.7789 +2026-01-07 11:39:58 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:508.05 total_reward_ma:524.71 loss:0.0375 fps:1343 +frame:6.13e+06 wall_t:4565 t:383125 epi:nan +opt_step:95776 lr:9.676e-05 clip_eps:0.1 entropy:0.8971 +2026-01-07 11:40:04 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:511.00 total_reward_ma:524.55 loss:0.04065 fps:1343 +frame:6.14e+06 wall_t:4571 t:383750 epi:nan +opt_step:95936 lr:9.65e-05 clip_eps:0.1 entropy:0.8857 +2026-01-07 11:40:09 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:514.45 total_reward_ma:524.42 loss:0.02208 fps:1344 +frame:6.15e+06 wall_t:4576 t:384375 epi:nan +opt_step:96064 lr:9.63e-05 clip_eps:0.1 entropy:0.7854 +2026-01-07 11:40:14 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:523.55 total_reward_ma:524.32 loss:0.01103 fps:1345 +frame:6.16e+06 wall_t:4581 t:385000 epi:nan +opt_step:96224 lr:9.604e-05 clip_eps:0.1 entropy:0.7786 +2026-01-07 11:40:20 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:536.15 total_reward_ma:524.34 loss:0.02531 fps:1345 +frame:6.17e+06 wall_t:4587 t:385625 epi:nan +opt_step:96384 lr:9.579e-05 clip_eps:0.1 entropy:0.8206 +2026-01-07 11:40:27 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:540.20 total_reward_ma:524.35 loss:0.02754 fps:1345 +frame:6.18e+06 wall_t:4594 t:386250 epi:nan +opt_step:96544 lr:9.553e-05 clip_eps:0.1 entropy:0.9266 +2026-01-07 11:40:33 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:544.00 total_reward_ma:524.34 loss:0.07453 fps:1346 +frame:6.19e+06 wall_t:4600 t:386875 epi:nan +opt_step:96704 lr:9.527e-05 clip_eps:0.1 entropy:0.8421 +2026-01-07 11:40:40 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:545.40 total_reward_ma:524.35 loss:0.04563 fps:1346 +frame:6.20e+06 wall_t:4607 t:387500 epi:nan +opt_step:96864 lr:9.502e-05 clip_eps:0.1 entropy:0.8684 +2026-01-07 11:40:46 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:561.10 total_reward_ma:524.54 loss:0.05789 fps:1346 +frame:6.21e+06 wall_t:4613 t:388125 epi:nan +opt_step:97024 lr:9.476e-05 clip_eps:0.1 entropy:0.8614 +2026-01-07 11:40:53 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:555.80 total_reward_ma:524.62 loss:0.00927 fps:1346 +frame:6.22e+06 wall_t:4620 t:388750 epi:nan +opt_step:97184 lr:9.451e-05 clip_eps:0.1 entropy:0.7859 +2026-01-07 11:40:59 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:553.75 total_reward_ma:524.71 loss:0.03246 fps:1347 +frame:6.23e+06 wall_t:4626 t:389375 epi:nan +opt_step:97312 lr:9.43e-05 clip_eps:0.1 entropy:0.7936 +2026-01-07 11:41:06 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:555.25 total_reward_ma:524.91 loss:0.03725 fps:1347 +frame:6.24e+06 wall_t:4633 t:390000 epi:nan +opt_step:97472 lr:9.404e-05 clip_eps:0.1 entropy:0.7979 +2026-01-07 11:41:13 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:552.80 total_reward_ma:525.10 loss:0.04479 fps:1347 +frame:6.25e+06 wall_t:4640 t:390625 epi:nan +opt_step:97632 lr:9.379e-05 clip_eps:0.1 entropy:0.9685 +2026-01-07 11:41:19 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:548.60 total_reward_ma:525.37 loss:0.02697 fps:1347 +frame:6.26e+06 wall_t:4646 t:391250 epi:nan +opt_step:97792 lr:9.353e-05 clip_eps:0.1 entropy:0.7642 +2026-01-07 11:41:26 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:547.45 total_reward_ma:525.70 loss:0.02484 fps:1348 +frame:6.27e+06 wall_t:4653 t:391875 epi:nan +opt_step:97952 lr:9.328e-05 clip_eps:0.1 entropy:0.7354 +2026-01-07 11:41:33 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:557.90 total_reward_ma:526.12 loss:0.04095 fps:1348 +frame:6.28e+06 wall_t:4660 t:392500 epi:nan +opt_step:98112 lr:9.302e-05 clip_eps:0.1 entropy:0.8501 +2026-01-07 11:41:39 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:559.40 total_reward_ma:526.74 loss:0.04139 fps:1348 +frame:6.29e+06 wall_t:4666 t:393125 epi:nan +opt_step:98272 lr:9.276e-05 clip_eps:0.1 entropy:0.7656 +2026-01-07 11:41:46 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:559.20 total_reward_ma:527.44 loss:0.05912 fps:1348 +frame:6.30e+06 wall_t:4673 t:393750 epi:nan +opt_step:98432 lr:9.251e-05 clip_eps:0.1 entropy:0.8806 +2026-01-07 11:41:52 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:563.40 total_reward_ma:528.07 loss:0.03902 fps:1349 +frame:6.31e+06 wall_t:4679 t:394375 epi:nan +opt_step:98592 lr:9.225e-05 clip_eps:0.1 entropy:0.7531 +2026-01-07 11:41:58 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:561.40 total_reward_ma:528.58 loss:0.02464 fps:1349 +frame:6.32e+06 wall_t:4685 t:395000 epi:nan +opt_step:98720 lr:9.205e-05 clip_eps:0.1 entropy:0.7181 +2026-01-07 11:42:04 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:566.80 total_reward_ma:529.17 loss:0.03869 fps:1349 +frame:6.33e+06 wall_t:4691 t:395625 epi:nan +opt_step:98880 lr:9.179e-05 clip_eps:0.1 entropy:0.8366 +2026-01-07 11:42:11 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:574.00 total_reward_ma:529.86 loss:0.04874 fps:1350 +frame:6.34e+06 wall_t:4698 t:396250 epi:nan +opt_step:99040 lr:9.154e-05 clip_eps:0.1 entropy:0.8685 +2026-01-07 11:42:17 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:570.65 total_reward_ma:530.62 loss:0.02642 fps:1350 +frame:6.35e+06 wall_t:4704 t:396875 epi:nan +opt_step:99200 lr:9.128e-05 clip_eps:0.1 entropy:0.8014 +2026-01-07 11:42:24 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:560.50 total_reward_ma:531.27 loss:0.03562 fps:1350 +frame:6.36e+06 wall_t:4711 t:397500 epi:nan +opt_step:99360 lr:9.102e-05 clip_eps:0.1 entropy:0.7349 +2026-01-07 11:42:30 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:566.15 total_reward_ma:531.88 loss:0.02926 fps:1350 +frame:6.37e+06 wall_t:4717 t:398125 epi:nan +opt_step:99520 lr:9.077e-05 clip_eps:0.1 entropy:0.8042 +2026-01-07 11:42:36 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:568.75 total_reward_ma:532.55 loss:0.01726 fps:1351 +frame:6.38e+06 wall_t:4723 t:398750 epi:nan +opt_step:99680 lr:9.051e-05 clip_eps:0.1 entropy:0.7612 +2026-01-07 11:42:43 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:571.30 total_reward_ma:533.28 loss:0.01344 fps:1351 +frame:6.39e+06 wall_t:4730 t:399375 epi:nan +opt_step:99840 lr:9.026e-05 clip_eps:0.1 entropy:0.7155 +2026-01-07 11:42:49 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:574.85 total_reward_ma:534.07 loss:0.02481 fps:1351 +frame:6.40e+06 wall_t:4736 t:400000 epi:nan +opt_step:100000 lr:9e-05 clip_eps:0.1 entropy:0.8103 +2026-01-07 11:42:55 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:582.85 total_reward_ma:534.92 loss:0.03557 fps:1352 +frame:6.41e+06 wall_t:4742 t:400625 epi:nan +opt_step:100128 lr:8.98e-05 clip_eps:0.1 entropy:0.9026 +2026-01-07 11:43:02 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:590.00 total_reward_ma:535.77 loss:0.01861 fps:1352 +frame:6.42e+06 wall_t:4749 t:401250 epi:nan +opt_step:100288 lr:8.954e-05 clip_eps:0.1 entropy:0.6531 +2026-01-07 11:43:09 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:580.10 total_reward_ma:536.60 loss:0.03787 fps:1352 +frame:6.43e+06 wall_t:4756 t:401875 epi:nan +opt_step:100448 lr:8.928e-05 clip_eps:0.1 entropy:0.7399 +2026-01-07 11:43:16 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:578.65 total_reward_ma:537.39 loss:0.02686 fps:1352 +frame:6.44e+06 wall_t:4763 t:402500 epi:nan +opt_step:100608 lr:8.903e-05 clip_eps:0.1 entropy:0.769 +2026-01-07 11:43:23 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:581.20 total_reward_ma:538.08 loss:0.04802 fps:1352 +frame:6.45e+06 wall_t:4770 t:403125 epi:nan +opt_step:100768 lr:8.877e-05 clip_eps:0.1 entropy:0.8847 +2026-01-07 11:43:30 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:584.60 total_reward_ma:538.73 loss:0.04238 fps:1352 +frame:6.46e+06 wall_t:4777 t:403750 epi:nan +opt_step:100928 lr:8.852e-05 clip_eps:0.1 entropy:0.7901 +2026-01-07 11:43:37 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:584.95 total_reward_ma:539.30 loss:0.006612 fps:1352 +frame:6.47e+06 wall_t:4784 t:404375 epi:nan +opt_step:101088 lr:8.826e-05 clip_eps:0.1 entropy:0.8231 +2026-01-07 11:43:43 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:585.60 total_reward_ma:539.78 loss:0.02374 fps:1353 +frame:6.48e+06 wall_t:4790 t:405000 epi:nan +opt_step:101248 lr:8.8e-05 clip_eps:0.1 entropy:0.821 +2026-01-07 11:43:50 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:586.85 total_reward_ma:540.28 loss:0.04537 fps:1353 +frame:6.49e+06 wall_t:4797 t:405625 epi:nan +opt_step:101376 lr:8.78e-05 clip_eps:0.1 entropy:0.796 +2026-01-07 11:43:57 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:581.60 total_reward_ma:540.71 loss:0.03459 fps:1353 +frame:6.50e+06 wall_t:4804 t:406250 epi:nan +opt_step:101536 lr:8.754e-05 clip_eps:0.1 entropy:0.9159 +2026-01-07 11:44:03 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:576.25 total_reward_ma:541.07 loss:0.02714 fps:1353 +frame:6.51e+06 wall_t:4810 t:406875 epi:nan +opt_step:101696 lr:8.729e-05 clip_eps:0.1 entropy:0.7534 +2026-01-07 11:44:10 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:580.55 total_reward_ma:541.50 loss:0.07074 fps:1354 +frame:6.52e+06 wall_t:4817 t:407500 epi:nan +opt_step:101856 lr:8.703e-05 clip_eps:0.1 entropy:0.8316 +2026-01-07 11:44:16 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:571.85 total_reward_ma:541.94 loss:0.02099 fps:1354 +frame:6.53e+06 wall_t:4823 t:408125 epi:nan +opt_step:102016 lr:8.677e-05 clip_eps:0.1 entropy:0.772 +2026-01-07 11:44:23 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:574.00 total_reward_ma:542.38 loss:0.02151 fps:1354 +frame:6.54e+06 wall_t:4830 t:408750 epi:nan +opt_step:102176 lr:8.652e-05 clip_eps:0.1 entropy:0.6863 +2026-01-07 11:44:29 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:569.85 total_reward_ma:542.76 loss:0.03671 fps:1354 +frame:6.55e+06 wall_t:4836 t:409375 epi:nan +opt_step:102336 lr:8.626e-05 clip_eps:0.1 entropy:0.8393 +2026-01-07 11:44:36 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:548.65 total_reward_ma:542.96 loss:0.03835 fps:1355 +frame:6.56e+06 wall_t:4843 t:410000 epi:nan +opt_step:102496 lr:8.601e-05 clip_eps:0.1 entropy:0.8129 +2026-01-07 11:44:42 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:540.75 total_reward_ma:543.00 loss:0.01433 fps:1355 +frame:6.57e+06 wall_t:4849 t:410625 epi:nan +opt_step:102656 lr:8.575e-05 clip_eps:0.1 entropy:0.7198 +2026-01-07 11:44:48 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:544.50 total_reward_ma:543.12 loss:0.04327 fps:1355 +frame:6.58e+06 wall_t:4855 t:411250 epi:nan +opt_step:102784 lr:8.555e-05 clip_eps:0.1 entropy:0.8216 +2026-01-07 11:44:54 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:552.40 total_reward_ma:543.24 loss:0.02416 fps:1355 +frame:6.59e+06 wall_t:4862 t:411875 epi:nan +opt_step:102944 lr:8.529e-05 clip_eps:0.1 entropy:0.8365 +2026-01-07 11:45:01 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:543.25 total_reward_ma:543.26 loss:0.03738 fps:1356 +frame:6.60e+06 wall_t:4868 t:412500 epi:nan +opt_step:103104 lr:8.503e-05 clip_eps:0.1 entropy:0.8636 +2026-01-07 11:45:07 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:548.65 total_reward_ma:543.38 loss:0.02761 fps:1356 +frame:6.61e+06 wall_t:4874 t:413125 epi:nan +opt_step:103264 lr:8.478e-05 clip_eps:0.1 entropy:0.7677 +2026-01-07 11:45:13 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:558.35 total_reward_ma:543.65 loss:0.02508 fps:1357 +frame:6.62e+06 wall_t:4880 t:413750 epi:nan +opt_step:103424 lr:8.452e-05 clip_eps:0.1 entropy:0.8195 +2026-01-07 11:45:20 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:564.30 total_reward_ma:544.04 loss:0.05006 fps:1357 +frame:6.63e+06 wall_t:4887 t:414375 epi:nan +opt_step:103584 lr:8.427e-05 clip_eps:0.1 entropy:0.8031 +2026-01-07 11:45:26 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:573.60 total_reward_ma:544.55 loss:0.03381 fps:1357 +frame:6.64e+06 wall_t:4893 t:415000 epi:nan +opt_step:103744 lr:8.401e-05 clip_eps:0.1 entropy:0.9016 +2026-01-07 11:45:33 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:577.70 total_reward_ma:545.19 loss:0.02002 fps:1357 +frame:6.65e+06 wall_t:4900 t:415625 epi:nan +opt_step:103904 lr:8.375e-05 clip_eps:0.1 entropy:0.762 +2026-01-07 11:45:39 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:574.30 total_reward_ma:545.77 loss:0.04712 fps:1358 +frame:6.66e+06 wall_t:4906 t:416250 epi:nan +opt_step:104032 lr:8.355e-05 clip_eps:0.1 entropy:0.8949 +2026-01-07 11:45:46 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:571.30 total_reward_ma:546.39 loss:0.04466 fps:1358 +frame:6.67e+06 wall_t:4913 t:416875 epi:nan +opt_step:104192 lr:8.329e-05 clip_eps:0.1 entropy:0.8883 +2026-01-07 11:45:53 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:566.60 total_reward_ma:546.98 loss:0.0167 fps:1358 +frame:6.68e+06 wall_t:4920 t:417500 epi:nan +opt_step:104352 lr:8.304e-05 clip_eps:0.1 entropy:0.9703 +2026-01-07 11:46:00 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:565.90 total_reward_ma:547.44 loss:0.04134 fps:1358 +frame:6.69e+06 wall_t:4927 t:418125 epi:nan +opt_step:104512 lr:8.278e-05 clip_eps:0.1 entropy:0.906 +2026-01-07 11:46:06 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:550.30 total_reward_ma:547.74 loss:0.03266 fps:1358 +frame:6.70e+06 wall_t:4933 t:418750 epi:nan +opt_step:104672 lr:8.252e-05 clip_eps:0.1 entropy:0.7121 +2026-01-07 11:46:13 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:544.70 total_reward_ma:547.99 loss:0.03906 fps:1358 +frame:6.71e+06 wall_t:4940 t:419375 epi:nan +opt_step:104832 lr:8.227e-05 clip_eps:0.1 entropy:0.8536 +2026-01-07 11:46:19 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:541.00 total_reward_ma:548.10 loss:0.03847 fps:1359 +frame:6.72e+06 wall_t:4946 t:420000 epi:nan +opt_step:104992 lr:8.201e-05 clip_eps:0.1 entropy:1 +2026-01-07 11:46:26 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:541.00 total_reward_ma:548.14 loss:0.04845 fps:1359 +frame:6.73e+06 wall_t:4953 t:420625 epi:nan +opt_step:105152 lr:8.176e-05 clip_eps:0.1 entropy:0.9554 +2026-01-07 11:46:33 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:535.85 total_reward_ma:548.13 loss:0.01248 fps:1359 +frame:6.74e+06 wall_t:4960 t:421250 epi:nan +opt_step:105312 lr:8.15e-05 clip_eps:0.1 entropy:0.746 +2026-01-07 11:46:39 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:532.65 total_reward_ma:548.06 loss:0.03651 fps:1359 +frame:6.75e+06 wall_t:4966 t:421875 epi:nan +opt_step:105440 lr:8.13e-05 clip_eps:0.1 entropy:0.8258 +2026-01-07 11:46:45 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:542.20 total_reward_ma:548.02 loss:0.02743 fps:1360 +frame:6.76e+06 wall_t:4972 t:422500 epi:nan +opt_step:105600 lr:8.104e-05 clip_eps:0.1 entropy:0.8852 +2026-01-07 11:46:51 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:548.10 total_reward_ma:548.05 loss:0.04409 fps:1360 +frame:6.77e+06 wall_t:4978 t:423125 epi:nan +opt_step:105760 lr:8.078e-05 clip_eps:0.1 entropy:0.7505 +2026-01-07 11:46:58 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:548.15 total_reward_ma:547.98 loss:0.02284 fps:1360 +frame:6.78e+06 wall_t:4985 t:423750 epi:nan +opt_step:105920 lr:8.053e-05 clip_eps:0.1 entropy:0.7621 +2026-01-07 11:47:04 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:551.25 total_reward_ma:547.99 loss:0.03152 fps:1360 +frame:6.79e+06 wall_t:4991 t:424375 epi:nan +opt_step:106080 lr:8.027e-05 clip_eps:0.1 entropy:0.791 +2026-01-07 11:47:11 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:555.95 total_reward_ma:548.08 loss:0.02279 fps:1361 +frame:6.80e+06 wall_t:4998 t:425000 epi:nan +opt_step:106240 lr:8.002e-05 clip_eps:0.1 entropy:0.8892 +2026-01-07 11:47:17 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:555.95 total_reward_ma:548.33 loss:0.05061 fps:1361 +frame:6.81e+06 wall_t:5004 t:425625 epi:nan +opt_step:106400 lr:7.976e-05 clip_eps:0.1 entropy:0.714 +2026-01-07 11:47:24 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:552.30 total_reward_ma:548.40 loss:0.01776 fps:1361 +frame:6.82e+06 wall_t:5011 t:426250 epi:nan +opt_step:106560 lr:7.95e-05 clip_eps:0.1 entropy:0.8515 +2026-01-07 11:47:29 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:546.25 total_reward_ma:548.43 loss:0.0124 fps:1361 +frame:6.83e+06 wall_t:5017 t:426875 epi:nan +opt_step:106688 lr:7.93e-05 clip_eps:0.1 entropy:0.7787 +2026-01-07 11:47:36 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:560.05 total_reward_ma:548.59 loss:0.02856 fps:1362 +frame:6.84e+06 wall_t:5023 t:427500 epi:nan +opt_step:106848 lr:7.904e-05 clip_eps:0.1 entropy:0.95 +2026-01-07 11:47:43 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:568.45 total_reward_ma:548.81 loss:0.05836 fps:1362 +frame:6.85e+06 wall_t:5030 t:428125 epi:nan +opt_step:107008 lr:7.879e-05 clip_eps:0.1 entropy:0.8463 +2026-01-07 11:47:49 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:568.60 total_reward_ma:549.28 loss:0.01568 fps:1362 +frame:6.86e+06 wall_t:5037 t:428750 epi:nan +opt_step:107168 lr:7.853e-05 clip_eps:0.1 entropy:0.7751 +2026-01-07 11:47:57 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:578.70 total_reward_ma:549.90 loss:0.04932 fps:1362 +frame:6.87e+06 wall_t:5044 t:429375 epi:nan +opt_step:107328 lr:7.828e-05 clip_eps:0.1 entropy:0.9991 +2026-01-07 11:48:04 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:572.50 total_reward_ma:550.49 loss:0.02814 fps:1362 +frame:6.88e+06 wall_t:5051 t:430000 epi:nan +opt_step:107488 lr:7.802e-05 clip_eps:0.1 entropy:0.8314 +2026-01-07 11:48:11 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:576.70 total_reward_ma:551.09 loss:0.04194 fps:1362 +frame:6.89e+06 wall_t:5058 t:430625 epi:nan +opt_step:107648 lr:7.776e-05 clip_eps:0.1 entropy:0.8589 +2026-01-07 11:48:17 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:577.10 total_reward_ma:551.69 loss:0.07417 fps:1363 +frame:6.90e+06 wall_t:5064 t:431250 epi:nan +opt_step:107808 lr:7.751e-05 clip_eps:0.1 entropy:0.933 +2026-01-07 11:48:24 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:575.85 total_reward_ma:552.25 loss:0.03683 fps:1363 +frame:6.91e+06 wall_t:5071 t:431875 epi:nan +opt_step:107968 lr:7.725e-05 clip_eps:0.1 entropy:0.7136 +2026-01-07 11:48:30 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:585.45 total_reward_ma:552.92 loss:0.03272 fps:1363 +frame:6.92e+06 wall_t:5077 t:432500 epi:nan +opt_step:108096 lr:7.705e-05 clip_eps:0.1 entropy:0.9587 +2026-01-07 11:48:37 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:584.75 total_reward_ma:553.64 loss:0.07495 fps:1363 +frame:6.93e+06 wall_t:5084 t:433125 epi:nan +opt_step:108256 lr:7.679e-05 clip_eps:0.1 entropy:0.8229 +2026-01-07 11:48:43 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:571.70 total_reward_ma:554.19 loss:0.01282 fps:1363 +frame:6.94e+06 wall_t:5090 t:433750 epi:nan +opt_step:108416 lr:7.653e-05 clip_eps:0.1 entropy:0.5774 +2026-01-07 11:48:50 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:567.35 total_reward_ma:554.61 loss:0.03495 fps:1364 +frame:6.95e+06 wall_t:5097 t:434375 epi:nan +opt_step:108576 lr:7.628e-05 clip_eps:0.1 entropy:0.798 +2026-01-07 11:48:57 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:564.90 total_reward_ma:554.99 loss:0.02459 fps:1364 +frame:6.96e+06 wall_t:5104 t:435000 epi:nan +opt_step:108736 lr:7.602e-05 clip_eps:0.1 entropy:0.7571 +2026-01-07 11:49:03 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:561.10 total_reward_ma:555.32 loss:0.04378 fps:1364 +frame:6.97e+06 wall_t:5110 t:435625 epi:nan +opt_step:108896 lr:7.577e-05 clip_eps:0.1 entropy:0.8944 +2026-01-07 11:49:10 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:565.55 total_reward_ma:555.77 loss:0.02737 fps:1364 +frame:6.98e+06 wall_t:5117 t:436250 epi:nan +opt_step:109056 lr:7.551e-05 clip_eps:0.1 entropy:0.9546 +2026-01-07 11:49:16 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:569.00 total_reward_ma:556.29 loss:0.01519 fps:1364 +frame:6.99e+06 wall_t:5123 t:436875 epi:nan +opt_step:109216 lr:7.525e-05 clip_eps:0.1 entropy:0.6417 +2026-01-07 11:49:22 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:566.50 total_reward_ma:556.83 loss:0.006224 fps:1365 +frame:7.00e+06 wall_t:5129 t:437500 epi:nan +opt_step:109344 lr:7.505e-05 clip_eps:0.1 entropy:0.8355 +2026-01-07 11:49:29 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:567.50 total_reward_ma:557.35 loss:0.017 fps:1365 +frame:7.01e+06 wall_t:5136 t:438125 epi:nan +opt_step:109504 lr:7.479e-05 clip_eps:0.1 entropy:0.8465 +2026-01-07 11:49:36 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:561.75 total_reward_ma:557.73 loss:0.03296 fps:1365 +frame:7.02e+06 wall_t:5143 t:438750 epi:nan +opt_step:109664 lr:7.454e-05 clip_eps:0.1 entropy:0.7279 +2026-01-07 11:49:43 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:568.50 total_reward_ma:558.24 loss:0.01786 fps:1365 +frame:7.03e+06 wall_t:5150 t:439375 epi:nan +opt_step:109824 lr:7.428e-05 clip_eps:0.1 entropy:0.9121 +2026-01-07 11:49:50 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:575.70 total_reward_ma:558.78 loss:0.02129 fps:1365 +frame:7.04e+06 wall_t:5157 t:440000 epi:nan +opt_step:109984 lr:7.403e-05 clip_eps:0.1 entropy:0.7703 +2026-01-07 11:49:56 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:573.55 total_reward_ma:559.24 loss:0.05715 fps:1365 +frame:7.05e+06 wall_t:5163 t:440625 epi:nan +opt_step:110144 lr:7.377e-05 clip_eps:0.1 entropy:0.8243 +2026-01-07 11:50:02 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:575.15 total_reward_ma:559.67 loss:0.03638 fps:1366 +frame:7.06e+06 wall_t:5170 t:441250 epi:nan +opt_step:110304 lr:7.351e-05 clip_eps:0.1 entropy:0.8391 +2026-01-07 11:50:09 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:577.75 total_reward_ma:560.05 loss:0.01456 fps:1366 +frame:7.07e+06 wall_t:5176 t:441875 epi:nan +opt_step:110464 lr:7.326e-05 clip_eps:0.1 entropy:0.8195 +2026-01-07 11:50:16 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:581.65 total_reward_ma:560.49 loss:0.01792 fps:1366 +frame:7.08e+06 wall_t:5183 t:442500 epi:nan +opt_step:110624 lr:7.3e-05 clip_eps:0.1 entropy:0.8593 +2026-01-07 11:50:22 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:582.60 total_reward_ma:560.98 loss:0.01947 fps:1366 +frame:7.09e+06 wall_t:5189 t:443125 epi:nan +opt_step:110752 lr:7.28e-05 clip_eps:0.1 entropy:0.7636 +2026-01-07 11:50:29 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:577.05 total_reward_ma:561.45 loss:0.01159 fps:1366 +frame:7.10e+06 wall_t:5196 t:443750 epi:nan +opt_step:110912 lr:7.254e-05 clip_eps:0.1 entropy:0.8327 +2026-01-07 11:50:36 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:569.40 total_reward_ma:561.83 loss:0.02301 fps:1367 +frame:7.11e+06 wall_t:5203 t:444375 epi:nan +opt_step:111072 lr:7.228e-05 clip_eps:0.1 entropy:0.8479 +2026-01-07 11:50:43 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:571.55 total_reward_ma:562.33 loss:0.059 fps:1367 +frame:7.12e+06 wall_t:5210 t:445000 epi:nan +opt_step:111232 lr:7.203e-05 clip_eps:0.1 entropy:0.9699 +2026-01-07 11:50:50 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:570.10 total_reward_ma:562.95 loss:0.04103 fps:1367 +frame:7.13e+06 wall_t:5217 t:445625 epi:nan +opt_step:111392 lr:7.177e-05 clip_eps:0.1 entropy:0.8551 +2026-01-07 11:50:57 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:577.95 total_reward_ma:563.62 loss:0.02537 fps:1367 +frame:7.14e+06 wall_t:5224 t:446250 epi:nan +opt_step:111552 lr:7.152e-05 clip_eps:0.1 entropy:0.7627 +2026-01-07 11:51:04 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:569.80 total_reward_ma:564.17 loss:0.02595 fps:1367 +frame:7.15e+06 wall_t:5231 t:446875 epi:nan +opt_step:111712 lr:7.126e-05 clip_eps:0.1 entropy:0.8132 +2026-01-07 11:51:10 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:571.45 total_reward_ma:564.65 loss:0.006213 fps:1367 +frame:7.16e+06 wall_t:5237 t:447500 epi:nan +opt_step:111872 lr:7.1e-05 clip_eps:0.1 entropy:0.7526 +2026-01-07 11:51:16 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:567.20 total_reward_ma:564.96 loss:0.04373 fps:1368 +frame:7.17e+06 wall_t:5243 t:448125 epi:nan +opt_step:112000 lr:7.08e-05 clip_eps:0.1 entropy:0.7171 +2026-01-07 11:51:23 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:578.00 total_reward_ma:565.34 loss:0.03874 fps:1368 +frame:7.18e+06 wall_t:5250 t:448750 epi:nan +opt_step:112160 lr:7.054e-05 clip_eps:0.1 entropy:0.6929 +2026-01-07 11:51:28 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:579.35 total_reward_ma:565.70 loss:0.05388 fps:1368 +frame:7.19e+06 wall_t:5255 t:449375 epi:nan +opt_step:112320 lr:7.029e-05 clip_eps:0.1 entropy:0.9062 +2026-01-07 11:51:34 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:582.05 total_reward_ma:566.06 loss:0.1074 fps:1369 +frame:7.20e+06 wall_t:5261 t:450000 epi:nan +opt_step:112480 lr:7.003e-05 clip_eps:0.1 entropy:0.913 +2026-01-07 11:51:39 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:570.95 total_reward_ma:566.16 loss:0.05727 fps:1369 +frame:7.21e+06 wall_t:5266 t:450625 epi:nan +opt_step:112640 lr:6.978e-05 clip_eps:0.1 entropy:0.8235 +2026-01-07 11:51:44 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:563.60 total_reward_ma:566.24 loss:0.0637 fps:1370 +frame:7.22e+06 wall_t:5271 t:451250 epi:nan +opt_step:112800 lr:6.952e-05 clip_eps:0.1 entropy:0.8097 +2026-01-07 11:51:50 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:567.50 total_reward_ma:566.38 loss:0.038 fps:1370 +frame:7.23e+06 wall_t:5277 t:451875 epi:nan +opt_step:112960 lr:6.926e-05 clip_eps:0.1 entropy:0.8492 +2026-01-07 11:51:56 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:560.60 total_reward_ma:566.43 loss:0.04099 fps:1370 +frame:7.24e+06 wall_t:5283 t:452500 epi:nan +opt_step:113120 lr:6.901e-05 clip_eps:0.1 entropy:0.7995 +2026-01-07 11:52:01 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:568.10 total_reward_ma:566.58 loss:0.04123 fps:1371 +frame:7.25e+06 wall_t:5288 t:453125 epi:nan +opt_step:113280 lr:6.875e-05 clip_eps:0.1 entropy:0.853 +2026-01-07 11:52:06 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:570.00 total_reward_ma:566.80 loss:0.03775 fps:1372 +frame:7.26e+06 wall_t:5293 t:453750 epi:nan +opt_step:113408 lr:6.855e-05 clip_eps:0.1 entropy:0.808 +2026-01-07 11:52:11 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:570.90 total_reward_ma:567.03 loss:0.02633 fps:1372 +frame:7.27e+06 wall_t:5299 t:454375 epi:nan +opt_step:113568 lr:6.829e-05 clip_eps:0.1 entropy:0.8521 +2026-01-07 11:52:17 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:574.40 total_reward_ma:567.20 loss:0.02128 fps:1373 +frame:7.28e+06 wall_t:5304 t:455000 epi:nan +opt_step:113728 lr:6.804e-05 clip_eps:0.1 entropy:0.6154 +2026-01-07 11:52:22 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:589.80 total_reward_ma:567.50 loss:0.06058 fps:1373 +frame:7.29e+06 wall_t:5309 t:455625 epi:nan +opt_step:113888 lr:6.778e-05 clip_eps:0.1 entropy:0.8486 +2026-01-07 11:52:27 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:591.70 total_reward_ma:567.82 loss:0.03521 fps:1374 +frame:7.30e+06 wall_t:5314 t:456250 epi:nan +opt_step:114048 lr:6.752e-05 clip_eps:0.1 entropy:0.7397 +2026-01-07 11:52:32 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:590.45 total_reward_ma:568.09 loss:0.01002 fps:1374 +frame:7.31e+06 wall_t:5319 t:456875 epi:nan +opt_step:114208 lr:6.727e-05 clip_eps:0.1 entropy:0.7991 +2026-01-07 11:52:37 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:593.40 total_reward_ma:568.41 loss:0.03843 fps:1375 +frame:7.32e+06 wall_t:5324 t:457500 epi:nan +opt_step:114368 lr:6.701e-05 clip_eps:0.1 entropy:0.8235 +2026-01-07 11:52:43 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:587.45 total_reward_ma:568.62 loss:0.03433 fps:1375 +frame:7.33e+06 wall_t:5330 t:458125 epi:nan +opt_step:114528 lr:6.676e-05 clip_eps:0.1 entropy:0.8165 +2026-01-07 11:52:48 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:582.80 total_reward_ma:568.71 loss:0.05379 fps:1376 +frame:7.34e+06 wall_t:5335 t:458750 epi:nan +opt_step:114656 lr:6.655e-05 clip_eps:0.1 entropy:0.8016 +2026-01-07 11:52:53 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:583.80 total_reward_ma:568.84 loss:0.0228 fps:1376 +frame:7.35e+06 wall_t:5340 t:459375 epi:nan +opt_step:114816 lr:6.629e-05 clip_eps:0.1 entropy:0.8192 +2026-01-07 11:52:59 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:586.85 total_reward_ma:569.10 loss:0.01585 fps:1377 +frame:7.36e+06 wall_t:5346 t:460000 epi:nan +opt_step:114976 lr:6.604e-05 clip_eps:0.1 entropy:0.8654 +2026-01-07 11:53:05 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:579.45 total_reward_ma:569.24 loss:0.03676 fps:1377 +frame:7.37e+06 wall_t:5352 t:460625 epi:nan +opt_step:115136 lr:6.578e-05 clip_eps:0.1 entropy:0.92 +2026-01-07 11:53:10 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:576.80 total_reward_ma:569.32 loss:0.01224 fps:1378 +frame:7.38e+06 wall_t:5357 t:461250 epi:nan +opt_step:115296 lr:6.553e-05 clip_eps:0.1 entropy:0.7909 +2026-01-07 11:53:16 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:584.35 total_reward_ma:569.45 loss:0.0369 fps:1378 +frame:7.39e+06 wall_t:5363 t:461875 epi:nan +opt_step:115456 lr:6.527e-05 clip_eps:0.1 entropy:0.7778 +2026-01-07 11:53:21 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:583.70 total_reward_ma:569.54 loss:0.02925 fps:1379 +frame:7.40e+06 wall_t:5368 t:462500 epi:nan +opt_step:115616 lr:6.501e-05 clip_eps:0.1 entropy:0.8529 +2026-01-07 11:53:28 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:578.35 total_reward_ma:569.49 loss:0.02878 fps:1379 +frame:7.41e+06 wall_t:5375 t:463125 epi:nan +opt_step:115776 lr:6.476e-05 clip_eps:0.1 entropy:0.8658 +2026-01-07 11:53:34 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:573.65 total_reward_ma:569.33 loss:0.07298 fps:1379 +frame:7.42e+06 wall_t:5382 t:463750 epi:nan +opt_step:115936 lr:6.45e-05 clip_eps:0.1 entropy:0.9568 +2026-01-07 11:53:40 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:575.45 total_reward_ma:569.28 loss:0.02532 fps:1379 +frame:7.43e+06 wall_t:5388 t:464375 epi:nan +opt_step:116064 lr:6.43e-05 clip_eps:0.1 entropy:0.9145 +2026-01-07 11:53:47 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:560.60 total_reward_ma:569.10 loss:0.02671 fps:1379 +frame:7.44e+06 wall_t:5394 t:465000 epi:nan +opt_step:116224 lr:6.404e-05 clip_eps:0.1 entropy:0.8713 +2026-01-07 11:53:54 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:572.50 total_reward_ma:569.01 loss:0.04294 fps:1379 +frame:7.45e+06 wall_t:5401 t:465625 epi:nan +opt_step:116384 lr:6.379e-05 clip_eps:0.1 entropy:0.8547 +2026-01-07 11:54:00 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:573.05 total_reward_ma:568.90 loss:0.04667 fps:1380 +frame:7.46e+06 wall_t:5407 t:466250 epi:nan +opt_step:116544 lr:6.353e-05 clip_eps:0.1 entropy:0.7615 +2026-01-07 11:54:07 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:573.10 total_reward_ma:568.78 loss:0.03774 fps:1380 +frame:7.47e+06 wall_t:5414 t:466875 epi:nan +opt_step:116704 lr:6.327e-05 clip_eps:0.1 entropy:0.8961 +2026-01-07 11:54:13 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:562.20 total_reward_ma:568.55 loss:0.07037 fps:1380 +frame:7.48e+06 wall_t:5420 t:467500 epi:nan +opt_step:116864 lr:6.302e-05 clip_eps:0.1 entropy:0.9062 +2026-01-07 11:54:20 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:559.35 total_reward_ma:568.27 loss:0.02379 fps:1380 +frame:7.49e+06 wall_t:5427 t:468125 epi:nan +opt_step:117024 lr:6.276e-05 clip_eps:0.1 entropy:0.9077 +2026-01-07 11:54:27 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:560.60 total_reward_ma:568.06 loss:0.02268 fps:1380 +frame:7.50e+06 wall_t:5434 t:468750 epi:nan +opt_step:117184 lr:6.251e-05 clip_eps:0.1 entropy:0.7869 +2026-01-07 11:54:33 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:557.15 total_reward_ma:567.87 loss:0.03521 fps:1381 +frame:7.51e+06 wall_t:5440 t:469375 epi:nan +opt_step:117312 lr:6.23e-05 clip_eps:0.1 entropy:0.8959 +2026-01-07 11:54:40 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:563.60 total_reward_ma:567.70 loss:0.04951 fps:1381 +frame:7.52e+06 wall_t:5447 t:470000 epi:nan +opt_step:117472 lr:6.204e-05 clip_eps:0.1 entropy:0.7948 +2026-01-07 11:54:47 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:558.40 total_reward_ma:567.57 loss:0.0584 fps:1381 +frame:7.53e+06 wall_t:5454 t:470625 epi:nan +opt_step:117632 lr:6.179e-05 clip_eps:0.1 entropy:0.7502 +2026-01-07 11:54:53 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:557.00 total_reward_ma:567.40 loss:0.03012 fps:1381 +frame:7.54e+06 wall_t:5460 t:471250 epi:nan +opt_step:117792 lr:6.153e-05 clip_eps:0.1 entropy:0.7719 +2026-01-07 11:55:00 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:558.45 total_reward_ma:567.28 loss:0.0135 fps:1381 +frame:7.55e+06 wall_t:5467 t:471875 epi:nan +opt_step:117952 lr:6.128e-05 clip_eps:0.1 entropy:0.7115 +2026-01-07 11:55:07 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:562.95 total_reward_ma:567.43 loss:0.03799 fps:1381 +frame:7.56e+06 wall_t:5474 t:472500 epi:nan +opt_step:118112 lr:6.102e-05 clip_eps:0.1 entropy:0.7451 +2026-01-07 11:55:14 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:572.05 total_reward_ma:567.74 loss:0.06693 fps:1381 +frame:7.57e+06 wall_t:5481 t:473125 epi:nan +opt_step:118272 lr:6.076e-05 clip_eps:0.1 entropy:0.796 +2026-01-07 11:55:21 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:574.35 total_reward_ma:568.04 loss:0.0288 fps:1381 +frame:7.58e+06 wall_t:5488 t:473750 epi:nan +opt_step:118432 lr:6.051e-05 clip_eps:0.1 entropy:0.8007 +2026-01-07 11:55:28 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:582.60 total_reward_ma:568.34 loss:0.02994 fps:1381 +frame:7.59e+06 wall_t:5495 t:474375 epi:nan +opt_step:118592 lr:6.025e-05 clip_eps:0.1 entropy:0.7933 +2026-01-07 11:55:34 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:580.90 total_reward_ma:568.72 loss:0.02799 fps:1382 +frame:7.60e+06 wall_t:5501 t:475000 epi:nan +opt_step:118720 lr:6.005e-05 clip_eps:0.1 entropy:0.7293 +2026-01-07 11:55:41 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:575.95 total_reward_ma:568.99 loss:0.01929 fps:1382 +frame:7.61e+06 wall_t:5508 t:475625 epi:nan +opt_step:118880 lr:5.979e-05 clip_eps:0.1 entropy:0.7861 +2026-01-07 11:55:47 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:582.55 total_reward_ma:569.23 loss:0.06451 fps:1382 +frame:7.62e+06 wall_t:5514 t:476250 epi:nan +opt_step:119040 lr:5.954e-05 clip_eps:0.1 entropy:0.7447 +2026-01-07 11:55:54 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:574.15 total_reward_ma:569.33 loss:0.01896 fps:1382 +frame:7.63e+06 wall_t:5521 t:476875 epi:nan +opt_step:119200 lr:5.928e-05 clip_eps:0.1 entropy:0.8815 +2026-01-07 11:55:59 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:572.30 total_reward_ma:569.32 loss:0.02919 fps:1383 +frame:7.64e+06 wall_t:5526 t:477500 epi:nan +opt_step:119360 lr:5.902e-05 clip_eps:0.1 entropy:0.777 +2026-01-07 11:56:04 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:567.50 total_reward_ma:569.21 loss:0.02149 fps:1383 +frame:7.65e+06 wall_t:5531 t:478125 epi:nan +opt_step:119520 lr:5.877e-05 clip_eps:0.1 entropy:0.7528 +2026-01-07 11:56:10 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:565.55 total_reward_ma:569.13 loss:0.03249 fps:1383 +frame:7.66e+06 wall_t:5537 t:478750 epi:nan +opt_step:119680 lr:5.851e-05 clip_eps:0.1 entropy:0.7916 +2026-01-07 11:56:15 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:563.75 total_reward_ma:569.05 loss:0.03898 fps:1384 +frame:7.67e+06 wall_t:5542 t:479375 epi:nan +opt_step:119840 lr:5.826e-05 clip_eps:0.1 entropy:0.8529 +2026-01-07 11:56:20 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:569.70 total_reward_ma:569.08 loss:0.01437 fps:1384 +frame:7.68e+06 wall_t:5548 t:480000 epi:nan +opt_step:120000 lr:5.8e-05 clip_eps:0.1 entropy:0.7209 +2026-01-07 11:56:25 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:570.85 total_reward_ma:569.13 loss:0.01719 fps:1385 +frame:7.69e+06 wall_t:5552 t:480625 epi:nan +opt_step:120128 lr:5.78e-05 clip_eps:0.1 entropy:0.6623 +2026-01-07 11:56:32 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:563.55 total_reward_ma:569.26 loss:0.03354 fps:1385 +frame:7.70e+06 wall_t:5559 t:481250 epi:nan +opt_step:120288 lr:5.754e-05 clip_eps:0.1 entropy:0.8986 +2026-01-07 11:56:38 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:570.85 total_reward_ma:569.53 loss:0.01486 fps:1385 +frame:7.71e+06 wall_t:5565 t:481875 epi:nan +opt_step:120448 lr:5.728e-05 clip_eps:0.1 entropy:0.86 +2026-01-07 11:56:44 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:576.40 total_reward_ma:569.88 loss:0.05315 fps:1385 +frame:7.72e+06 wall_t:5572 t:482500 epi:nan +opt_step:120608 lr:5.703e-05 clip_eps:0.1 entropy:0.8379 +2026-01-07 11:56:51 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:579.05 total_reward_ma:570.26 loss:0.03217 fps:1386 +frame:7.73e+06 wall_t:5578 t:483125 epi:nan +opt_step:120768 lr:5.677e-05 clip_eps:0.1 entropy:0.6947 +2026-01-07 11:56:58 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:578.65 total_reward_ma:570.69 loss:0.0261 fps:1386 +frame:7.74e+06 wall_t:5585 t:483750 epi:nan +opt_step:120928 lr:5.652e-05 clip_eps:0.1 entropy:0.8698 +2026-01-07 11:57:04 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:583.60 total_reward_ma:571.20 loss:0.05293 fps:1386 +frame:7.75e+06 wall_t:5591 t:484375 epi:nan +opt_step:121088 lr:5.626e-05 clip_eps:0.1 entropy:0.7359 +2026-01-07 11:57:10 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:580.40 total_reward_ma:571.58 loss:0.04149 fps:1386 +frame:7.76e+06 wall_t:5597 t:485000 epi:nan +opt_step:121248 lr:5.6e-05 clip_eps:0.1 entropy:0.7947 +2026-01-07 11:57:16 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:571.35 total_reward_ma:571.81 loss:0.006402 fps:1387 +frame:7.77e+06 wall_t:5603 t:485625 epi:nan +opt_step:121376 lr:5.58e-05 clip_eps:0.1 entropy:0.8765 +2026-01-07 11:57:23 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:579.50 total_reward_ma:572.13 loss:0.04354 fps:1387 +frame:7.78e+06 wall_t:5610 t:486250 epi:nan +opt_step:121536 lr:5.554e-05 clip_eps:0.1 entropy:0.6165 +2026-01-07 11:57:30 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:580.75 total_reward_ma:572.42 loss:0.03561 fps:1387 +frame:7.79e+06 wall_t:5617 t:486875 epi:nan +opt_step:121696 lr:5.529e-05 clip_eps:0.1 entropy:0.7504 +2026-01-07 11:57:36 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:576.20 total_reward_ma:572.62 loss:0.02817 fps:1387 +frame:7.80e+06 wall_t:5623 t:487500 epi:nan +opt_step:121856 lr:5.503e-05 clip_eps:0.1 entropy:0.7896 +2026-01-07 11:57:43 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:570.40 total_reward_ma:572.77 loss:0.01864 fps:1387 +frame:7.81e+06 wall_t:5630 t:488125 epi:nan +opt_step:122016 lr:5.477e-05 clip_eps:0.1 entropy:0.7827 +2026-01-07 11:57:50 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:575.15 total_reward_ma:573.00 loss:0.02279 fps:1387 +frame:7.82e+06 wall_t:5637 t:488750 epi:nan +opt_step:122176 lr:5.452e-05 clip_eps:0.1 entropy:0.8441 +2026-01-07 11:57:56 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:574.90 total_reward_ma:573.28 loss:0.02985 fps:1388 +frame:7.83e+06 wall_t:5643 t:489375 epi:nan +opt_step:122336 lr:5.426e-05 clip_eps:0.1 entropy:0.7477 +2026-01-07 11:58:03 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:579.10 total_reward_ma:573.47 loss:0.01661 fps:1388 +frame:7.84e+06 wall_t:5650 t:490000 epi:nan +opt_step:122496 lr:5.401e-05 clip_eps:0.1 entropy:0.7271 +2026-01-07 11:58:09 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:577.50 total_reward_ma:573.56 loss:0.02093 fps:1388 +frame:7.85e+06 wall_t:5656 t:490625 epi:nan +opt_step:122656 lr:5.375e-05 clip_eps:0.1 entropy:0.801 +2026-01-07 11:58:15 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:585.55 total_reward_ma:573.73 loss:0.05101 fps:1388 +frame:7.86e+06 wall_t:5662 t:491250 epi:nan +opt_step:122784 lr:5.355e-05 clip_eps:0.1 entropy:0.6807 +2026-01-07 11:58:22 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:578.55 total_reward_ma:573.73 loss:0.02844 fps:1388 +frame:7.87e+06 wall_t:5669 t:491875 epi:nan +opt_step:122944 lr:5.329e-05 clip_eps:0.1 entropy:0.6757 +2026-01-07 11:58:28 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:588.60 total_reward_ma:573.89 loss:0.02239 fps:1389 +frame:7.88e+06 wall_t:5675 t:492500 epi:nan +opt_step:123104 lr:5.303e-05 clip_eps:0.1 entropy:0.8228 +2026-01-07 11:58:35 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:595.85 total_reward_ma:574.08 loss:0.04386 fps:1389 +frame:7.89e+06 wall_t:5682 t:493125 epi:nan +opt_step:123264 lr:5.278e-05 clip_eps:0.1 entropy:0.8329 +2026-01-07 11:58:42 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:595.60 total_reward_ma:574.27 loss:0.02515 fps:1389 +frame:7.90e+06 wall_t:5689 t:493750 epi:nan +opt_step:123424 lr:5.252e-05 clip_eps:0.1 entropy:0.6189 +2026-01-07 11:58:48 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:595.05 total_reward_ma:574.46 loss:0.02924 fps:1389 +frame:7.91e+06 wall_t:5695 t:494375 epi:nan +opt_step:123584 lr:5.227e-05 clip_eps:0.1 entropy:0.7213 +2026-01-07 11:58:55 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:595.35 total_reward_ma:574.56 loss:0.02028 fps:1389 +frame:7.92e+06 wall_t:5702 t:495000 epi:nan +opt_step:123744 lr:5.201e-05 clip_eps:0.1 entropy:0.7481 +2026-01-07 11:59:02 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:600.75 total_reward_ma:574.72 loss:0.01569 fps:1389 +frame:7.93e+06 wall_t:5709 t:495625 epi:nan +opt_step:123904 lr:5.175e-05 clip_eps:0.1 entropy:0.8073 +2026-01-07 11:59:08 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:608.65 total_reward_ma:575.09 loss:0.08915 fps:1389 +frame:7.94e+06 wall_t:5715 t:496250 epi:nan +opt_step:124032 lr:5.155e-05 clip_eps:0.1 entropy:0.835 +2026-01-07 11:59:15 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:592.00 total_reward_ma:575.34 loss:0.03362 fps:1389 +frame:7.95e+06 wall_t:5722 t:496875 epi:nan +opt_step:124192 lr:5.129e-05 clip_eps:0.1 entropy:0.8385 +2026-01-07 11:59:21 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:585.45 total_reward_ma:575.54 loss:0.004887 fps:1390 +frame:7.96e+06 wall_t:5728 t:497500 epi:nan +opt_step:124352 lr:5.104e-05 clip_eps:0.1 entropy:0.8786 +2026-01-07 11:59:27 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:575.25 total_reward_ma:575.68 loss:0.03222 fps:1390 +frame:7.97e+06 wall_t:5735 t:498125 epi:nan +opt_step:124512 lr:5.078e-05 clip_eps:0.1 entropy:0.7282 +2026-01-07 11:59:34 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:575.65 total_reward_ma:575.78 loss:0.009458 fps:1390 +frame:7.98e+06 wall_t:5741 t:498750 epi:nan +opt_step:124672 lr:5.052e-05 clip_eps:0.1 entropy:0.7121 +2026-01-07 11:59:40 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:580.50 total_reward_ma:575.90 loss:0.02479 fps:1390 +frame:7.99e+06 wall_t:5747 t:499375 epi:nan +opt_step:124832 lr:5.027e-05 clip_eps:0.1 entropy:0.8274 +2026-01-07 11:59:47 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:571.05 total_reward_ma:575.94 loss:0.02546 fps:1390 +frame:8.00e+06 wall_t:5754 t:500000 epi:nan +opt_step:124992 lr:5.001e-05 clip_eps:0.1 entropy:0.7987 +2026-01-07 11:59:54 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:558.45 total_reward_ma:575.85 loss:0.0409 fps:1390 +frame:8.01e+06 wall_t:5761 t:500625 epi:nan +opt_step:125152 lr:4.976e-05 clip_eps:0.1 entropy:0.7332 +2026-01-07 12:00:00 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:552.55 total_reward_ma:575.76 loss:0.04031 fps:1391 +frame:8.02e+06 wall_t:5767 t:501250 epi:nan +opt_step:125312 lr:4.95e-05 clip_eps:0.1 entropy:0.6233 +2026-01-07 12:00:07 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:565.35 total_reward_ma:575.73 loss:0.03139 fps:1391 +frame:8.03e+06 wall_t:5774 t:501875 epi:nan +opt_step:125440 lr:4.93e-05 clip_eps:0.1 entropy:0.8087 +2026-01-07 12:00:13 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:564.30 total_reward_ma:575.62 loss:0.06315 fps:1391 +frame:8.04e+06 wall_t:5780 t:502500 epi:nan +opt_step:125600 lr:4.904e-05 clip_eps:0.1 entropy:0.9269 +2026-01-07 12:00:20 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:570.00 total_reward_ma:575.58 loss:0.05087 fps:1391 +frame:8.05e+06 wall_t:5787 t:503125 epi:nan +opt_step:125760 lr:4.878e-05 clip_eps:0.1 entropy:0.85 +2026-01-07 12:00:26 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:569.90 total_reward_ma:575.53 loss:0.02766 fps:1391 +frame:8.06e+06 wall_t:5793 t:503750 epi:nan +opt_step:125920 lr:4.853e-05 clip_eps:0.1 entropy:0.7098 +2026-01-07 12:00:33 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:564.10 total_reward_ma:575.39 loss:0.07487 fps:1391 +frame:8.07e+06 wall_t:5800 t:504375 epi:nan +opt_step:126080 lr:4.827e-05 clip_eps:0.1 entropy:0.8201 +2026-01-07 12:00:39 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:562.70 total_reward_ma:575.20 loss:0.02201 fps:1392 +frame:8.08e+06 wall_t:5806 t:505000 epi:nan +opt_step:126240 lr:4.802e-05 clip_eps:0.1 entropy:0.8653 +2026-01-07 12:00:45 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:567.20 total_reward_ma:575.05 loss:0.03744 fps:1392 +frame:8.09e+06 wall_t:5812 t:505625 epi:nan +opt_step:126400 lr:4.776e-05 clip_eps:0.1 entropy:0.7712 +2026-01-07 12:00:52 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:567.15 total_reward_ma:574.95 loss:0.04598 fps:1392 +frame:8.10e+06 wall_t:5819 t:506250 epi:nan +opt_step:126560 lr:4.75e-05 clip_eps:0.1 entropy:0.7895 +2026-01-07 12:00:58 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:560.90 total_reward_ma:574.86 loss:0.07112 fps:1392 +frame:8.11e+06 wall_t:5826 t:506875 epi:nan +opt_step:126688 lr:4.73e-05 clip_eps:0.1 entropy:0.8289 +2026-01-07 12:01:05 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:561.35 total_reward_ma:574.76 loss:0.02181 fps:1392 +frame:8.12e+06 wall_t:5832 t:507500 epi:nan +opt_step:126848 lr:4.704e-05 clip_eps:0.1 entropy:0.9142 +2026-01-07 12:01:12 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:554.80 total_reward_ma:574.61 loss:0.0347 fps:1392 +frame:8.13e+06 wall_t:5839 t:508125 epi:nan +opt_step:127008 lr:4.679e-05 clip_eps:0.1 entropy:0.7227 +2026-01-07 12:01:19 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:556.35 total_reward_ma:574.39 loss:0.1225 fps:1392 +frame:8.14e+06 wall_t:5846 t:508750 epi:nan +opt_step:127168 lr:4.653e-05 clip_eps:0.1 entropy:0.8154 +2026-01-07 12:01:26 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:556.30 total_reward_ma:574.26 loss:0.06191 fps:1392 +frame:8.15e+06 wall_t:5853 t:509375 epi:nan +opt_step:127328 lr:4.628e-05 clip_eps:0.1 entropy:0.864 +2026-01-07 12:01:33 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:558.65 total_reward_ma:574.13 loss:0.02696 fps:1392 +frame:8.16e+06 wall_t:5860 t:510000 epi:nan +opt_step:127488 lr:4.602e-05 clip_eps:0.1 entropy:0.8364 +2026-01-07 12:01:39 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:563.65 total_reward_ma:574.09 loss:0.03136 fps:1393 +frame:8.17e+06 wall_t:5866 t:510625 epi:nan +opt_step:127648 lr:4.576e-05 clip_eps:0.1 entropy:0.721 +2026-01-07 12:01:46 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:569.15 total_reward_ma:574.01 loss:0.02781 fps:1393 +frame:8.18e+06 wall_t:5873 t:511250 epi:nan +opt_step:127808 lr:4.551e-05 clip_eps:0.1 entropy:0.714 +2026-01-07 12:01:52 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:586.60 total_reward_ma:574.08 loss:0.07611 fps:1393 +frame:8.19e+06 wall_t:5879 t:511875 epi:nan +opt_step:127968 lr:4.525e-05 clip_eps:0.1 entropy:0.8412 +2026-01-07 12:01:58 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:579.80 total_reward_ma:574.06 loss:0.03992 fps:1393 +frame:8.20e+06 wall_t:5885 t:512500 epi:nan +opt_step:128096 lr:4.505e-05 clip_eps:0.1 entropy:0.7822 +2026-01-07 12:02:05 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:588.85 total_reward_ma:574.24 loss:0.04636 fps:1393 +frame:8.21e+06 wall_t:5892 t:513125 epi:nan +opt_step:128256 lr:4.479e-05 clip_eps:0.1 entropy:0.6833 +2026-01-07 12:02:11 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:591.15 total_reward_ma:574.51 loss:0.01071 fps:1394 +frame:8.22e+06 wall_t:5898 t:513750 epi:nan +opt_step:128416 lr:4.453e-05 clip_eps:0.1 entropy:0.681 +2026-01-07 12:02:18 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:598.45 total_reward_ma:574.82 loss:0.04187 fps:1394 +frame:8.23e+06 wall_t:5905 t:514375 epi:nan +opt_step:128576 lr:4.428e-05 clip_eps:0.1 entropy:0.8292 +2026-01-07 12:02:25 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:598.80 total_reward_ma:575.20 loss:0.03092 fps:1394 +frame:8.24e+06 wall_t:5912 t:515000 epi:nan +opt_step:128736 lr:4.402e-05 clip_eps:0.1 entropy:0.8335 +2026-01-07 12:02:31 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:592.75 total_reward_ma:575.45 loss:0.03762 fps:1394 +frame:8.25e+06 wall_t:5918 t:515625 epi:nan +opt_step:128896 lr:4.377e-05 clip_eps:0.1 entropy:0.8891 +2026-01-07 12:02:38 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:599.55 total_reward_ma:575.74 loss:0.02522 fps:1394 +frame:8.26e+06 wall_t:5925 t:516250 epi:nan +opt_step:129056 lr:4.351e-05 clip_eps:0.1 entropy:0.9049 +2026-01-07 12:02:45 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:593.65 total_reward_ma:575.97 loss:0.02613 fps:1394 +frame:8.27e+06 wall_t:5932 t:516875 epi:nan +opt_step:129216 lr:4.325e-05 clip_eps:0.1 entropy:0.8588 +2026-01-07 12:02:50 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:592.70 total_reward_ma:576.15 loss:0.06582 fps:1395 +frame:8.28e+06 wall_t:5937 t:517500 epi:nan +opt_step:129344 lr:4.305e-05 clip_eps:0.1 entropy:0.8921 +2026-01-07 12:02:57 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:592.15 total_reward_ma:576.18 loss:0.05083 fps:1395 +frame:8.29e+06 wall_t:5944 t:518125 epi:nan +opt_step:129504 lr:4.279e-05 clip_eps:0.1 entropy:0.7907 +2026-01-07 12:03:04 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:592.35 total_reward_ma:576.18 loss:0.009545 fps:1395 +frame:8.30e+06 wall_t:5951 t:518750 epi:nan +opt_step:129664 lr:4.254e-05 clip_eps:0.1 entropy:0.7655 +2026-01-07 12:03:10 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:589.50 total_reward_ma:576.18 loss:0.03899 fps:1395 +frame:8.31e+06 wall_t:5957 t:519375 epi:nan +opt_step:129824 lr:4.228e-05 clip_eps:0.1 entropy:0.8192 +2026-01-07 12:03:17 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:577.65 total_reward_ma:576.02 loss:0.0516 fps:1395 +frame:8.32e+06 wall_t:5964 t:520000 epi:nan +opt_step:129984 lr:4.203e-05 clip_eps:0.1 entropy:0.805 +2026-01-07 12:03:23 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:578.50 total_reward_ma:575.93 loss:0.0439 fps:1395 +frame:8.33e+06 wall_t:5970 t:520625 epi:nan +opt_step:130144 lr:4.177e-05 clip_eps:0.1 entropy:0.6453 +2026-01-07 12:03:30 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:581.65 total_reward_ma:575.92 loss:0.0311 fps:1395 +frame:8.34e+06 wall_t:5977 t:521250 epi:nan +opt_step:130304 lr:4.151e-05 clip_eps:0.1 entropy:0.7651 +2026-01-07 12:03:36 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:585.30 total_reward_ma:575.93 loss:0.03804 fps:1396 +frame:8.35e+06 wall_t:5983 t:521875 epi:nan +opt_step:130464 lr:4.126e-05 clip_eps:0.1 entropy:0.8095 +2026-01-07 12:03:43 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:582.25 total_reward_ma:575.89 loss:0.03385 fps:1396 +frame:8.36e+06 wall_t:5990 t:522500 epi:nan +opt_step:130624 lr:4.1e-05 clip_eps:0.1 entropy:0.8741 +2026-01-07 12:03:48 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:588.20 total_reward_ma:575.97 loss:0.03293 fps:1396 +frame:8.37e+06 wall_t:5995 t:523125 epi:nan +opt_step:130752 lr:4.08e-05 clip_eps:0.1 entropy:0.6775 +2026-01-07 12:03:55 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:591.55 total_reward_ma:576.12 loss:0.02917 fps:1396 +frame:8.38e+06 wall_t:6002 t:523750 epi:nan +opt_step:130912 lr:4.054e-05 clip_eps:0.1 entropy:0.9311 +2026-01-07 12:04:02 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:596.35 total_reward_ma:576.24 loss:0.0267 fps:1396 +frame:8.39e+06 wall_t:6009 t:524375 epi:nan +opt_step:131072 lr:4.028e-05 clip_eps:0.1 entropy:0.8917 +2026-01-07 12:04:08 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:604.35 total_reward_ma:576.45 loss:0.05167 fps:1397 +frame:8.40e+06 wall_t:6015 t:525000 epi:nan +opt_step:131232 lr:4.003e-05 clip_eps:0.1 entropy:0.812 +2026-01-07 12:04:13 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:613.30 total_reward_ma:576.80 loss:0.02244 fps:1397 +frame:8.41e+06 wall_t:6020 t:525625 epi:nan +opt_step:131392 lr:3.977e-05 clip_eps:0.1 entropy:0.7398 +2026-01-07 12:04:18 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:614.65 total_reward_ma:577.21 loss:0.03045 fps:1397 +frame:8.42e+06 wall_t:6026 t:526250 epi:nan +opt_step:131552 lr:3.952e-05 clip_eps:0.1 entropy:0.8324 +2026-01-07 12:04:24 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:602.85 total_reward_ma:577.48 loss:0.03785 fps:1398 +frame:8.43e+06 wall_t:6031 t:526875 epi:nan +opt_step:131712 lr:3.926e-05 clip_eps:0.1 entropy:0.81 +2026-01-07 12:04:29 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:604.95 total_reward_ma:577.92 loss:0.07639 fps:1398 +frame:8.44e+06 wall_t:6036 t:527500 epi:nan +opt_step:131872 lr:3.9e-05 clip_eps:0.1 entropy:0.8166 +2026-01-07 12:04:34 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:597.70 total_reward_ma:578.18 loss:0.02964 fps:1399 +frame:8.45e+06 wall_t:6041 t:528125 epi:nan +opt_step:132000 lr:3.88e-05 clip_eps:0.1 entropy:0.5985 +2026-01-07 12:04:41 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:593.75 total_reward_ma:578.38 loss:0.01694 fps:1399 +frame:8.46e+06 wall_t:6048 t:528750 epi:nan +opt_step:132160 lr:3.854e-05 clip_eps:0.1 entropy:0.7583 +2026-01-07 12:04:48 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:590.55 total_reward_ma:578.56 loss:0.05182 fps:1399 +frame:8.47e+06 wall_t:6055 t:529375 epi:nan +opt_step:132320 lr:3.829e-05 clip_eps:0.1 entropy:0.8208 +2026-01-07 12:04:55 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:585.05 total_reward_ma:578.79 loss:0.0539 fps:1399 +frame:8.48e+06 wall_t:6062 t:530000 epi:nan +opt_step:132480 lr:3.803e-05 clip_eps:0.1 entropy:0.7835 +2026-01-07 12:05:02 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:588.35 total_reward_ma:579.08 loss:0.01496 fps:1399 +frame:8.49e+06 wall_t:6069 t:530625 epi:nan +opt_step:132640 lr:3.778e-05 clip_eps:0.1 entropy:0.8382 +2026-01-07 12:05:09 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:593.35 total_reward_ma:579.40 loss:0.03584 fps:1399 +frame:8.50e+06 wall_t:6076 t:531250 epi:nan +opt_step:132800 lr:3.752e-05 clip_eps:0.1 entropy:0.7795 +2026-01-07 12:05:16 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:582.50 total_reward_ma:579.66 loss:0.02983 fps:1399 +frame:8.51e+06 wall_t:6083 t:531875 epi:nan +opt_step:132960 lr:3.726e-05 clip_eps:0.1 entropy:0.89 +2026-01-07 12:05:22 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:581.55 total_reward_ma:579.84 loss:0.03727 fps:1399 +frame:8.52e+06 wall_t:6089 t:532500 epi:nan +opt_step:133120 lr:3.701e-05 clip_eps:0.1 entropy:0.8024 +2026-01-07 12:05:28 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:587.00 total_reward_ma:580.12 loss:0.05505 fps:1400 +frame:8.53e+06 wall_t:6095 t:533125 epi:nan +opt_step:133280 lr:3.675e-05 clip_eps:0.1 entropy:0.9951 +2026-01-07 12:05:34 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:585.35 total_reward_ma:580.41 loss:0.0182 fps:1400 +frame:8.54e+06 wall_t:6101 t:533750 epi:nan +opt_step:133408 lr:3.655e-05 clip_eps:0.1 entropy:0.7484 +2026-01-07 12:05:41 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:592.20 total_reward_ma:580.74 loss:0.03762 fps:1400 +frame:8.55e+06 wall_t:6108 t:534375 epi:nan +opt_step:133568 lr:3.629e-05 clip_eps:0.1 entropy:0.7584 +2026-01-07 12:05:47 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:586.15 total_reward_ma:580.98 loss:0.02636 fps:1400 +frame:8.56e+06 wall_t:6114 t:535000 epi:nan +opt_step:133728 lr:3.604e-05 clip_eps:0.1 entropy:0.7604 +2026-01-07 12:05:54 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:576.45 total_reward_ma:581.02 loss:0.03988 fps:1400 +frame:8.57e+06 wall_t:6121 t:535625 epi:nan +opt_step:133888 lr:3.578e-05 clip_eps:0.1 entropy:0.8057 +2026-01-07 12:06:00 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:580.45 total_reward_ma:581.08 loss:0.04435 fps:1400 +frame:8.58e+06 wall_t:6127 t:536250 epi:nan +opt_step:134048 lr:3.552e-05 clip_eps:0.1 entropy:0.6289 +2026-01-07 12:06:07 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:580.20 total_reward_ma:581.06 loss:0.0499 fps:1400 +frame:8.59e+06 wall_t:6134 t:536875 epi:nan +opt_step:134208 lr:3.527e-05 clip_eps:0.1 entropy:0.8017 +2026-01-07 12:06:14 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:577.00 total_reward_ma:581.02 loss:0.03748 fps:1400 +frame:8.60e+06 wall_t:6141 t:537500 epi:nan +opt_step:134368 lr:3.501e-05 clip_eps:0.1 entropy:0.6685 +2026-01-07 12:06:21 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:577.90 total_reward_ma:581.04 loss:0.007814 fps:1400 +frame:8.61e+06 wall_t:6148 t:538125 epi:nan +opt_step:134528 lr:3.476e-05 clip_eps:0.1 entropy:0.8541 +2026-01-07 12:06:27 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:578.55 total_reward_ma:581.00 loss:0.06161 fps:1401 +frame:8.62e+06 wall_t:6154 t:538750 epi:nan +opt_step:134656 lr:3.455e-05 clip_eps:0.1 entropy:0.7453 +2026-01-07 12:06:33 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:570.95 total_reward_ma:580.97 loss:0.04649 fps:1401 +frame:8.63e+06 wall_t:6160 t:539375 epi:nan +opt_step:134816 lr:3.429e-05 clip_eps:0.1 entropy:0.7977 +2026-01-07 12:06:38 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:580.15 total_reward_ma:581.04 loss:0.02718 fps:1401 +frame:8.64e+06 wall_t:6165 t:540000 epi:nan +opt_step:134976 lr:3.404e-05 clip_eps:0.1 entropy:0.749 +2026-01-07 12:06:44 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:583.50 total_reward_ma:581.20 loss:0.03017 fps:1402 +frame:8.65e+06 wall_t:6171 t:540625 epi:nan +opt_step:135136 lr:3.378e-05 clip_eps:0.1 entropy:0.8472 +2026-01-07 12:06:49 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:593.75 total_reward_ma:581.49 loss:0.03694 fps:1402 +frame:8.66e+06 wall_t:6176 t:541250 epi:nan +opt_step:135296 lr:3.353e-05 clip_eps:0.1 entropy:0.6478 +2026-01-07 12:06:54 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:589.50 total_reward_ma:581.74 loss:0.03169 fps:1403 +frame:8.67e+06 wall_t:6181 t:541875 epi:nan +opt_step:135456 lr:3.327e-05 clip_eps:0.1 entropy:0.9035 +2026-01-07 12:07:01 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:609.70 total_reward_ma:582.14 loss:0.03515 fps:1403 +frame:8.68e+06 wall_t:6188 t:542500 epi:nan +opt_step:135616 lr:3.301e-05 clip_eps:0.1 entropy:0.8316 +2026-01-07 12:07:07 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:622.35 total_reward_ma:582.66 loss:0.04069 fps:1403 +frame:8.69e+06 wall_t:6194 t:543125 epi:nan +opt_step:135776 lr:3.276e-05 clip_eps:0.1 entropy:0.6155 +2026-01-07 12:07:13 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:628.50 total_reward_ma:583.31 loss:0.05481 fps:1403 +frame:8.70e+06 wall_t:6200 t:543750 epi:nan +opt_step:135936 lr:3.25e-05 clip_eps:0.1 entropy:0.7145 +2026-01-07 12:07:19 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:636.05 total_reward_ma:583.96 loss:0.06366 fps:1403 +frame:8.71e+06 wall_t:6206 t:544375 epi:nan +opt_step:136064 lr:3.23e-05 clip_eps:0.1 entropy:0.816 +2026-01-07 12:07:25 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:639.05 total_reward_ma:584.59 loss:0.03948 fps:1404 +frame:8.72e+06 wall_t:6212 t:545000 epi:nan +opt_step:136224 lr:3.204e-05 clip_eps:0.1 entropy:0.7965 +2026-01-07 12:07:32 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:642.70 total_reward_ma:585.22 loss:0.02423 fps:1404 +frame:8.73e+06 wall_t:6219 t:545625 epi:nan +opt_step:136384 lr:3.179e-05 clip_eps:0.1 entropy:0.6693 +2026-01-07 12:07:38 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:643.50 total_reward_ma:585.87 loss:0.03709 fps:1404 +frame:8.74e+06 wall_t:6225 t:546250 epi:nan +opt_step:136544 lr:3.153e-05 clip_eps:0.1 entropy:0.9037 +2026-01-07 12:07:45 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:632.90 total_reward_ma:586.36 loss:0.02803 fps:1404 +frame:8.75e+06 wall_t:6232 t:546875 epi:nan +opt_step:136704 lr:3.127e-05 clip_eps:0.1 entropy:0.6808 +2026-01-07 12:07:51 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:648.75 total_reward_ma:587.05 loss:0.05357 fps:1404 +frame:8.76e+06 wall_t:6238 t:547500 epi:nan +opt_step:136864 lr:3.102e-05 clip_eps:0.1 entropy:0.7945 +2026-01-07 12:07:58 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:654.85 total_reward_ma:587.88 loss:0.0568 fps:1404 +frame:8.77e+06 wall_t:6245 t:548125 epi:nan +opt_step:137024 lr:3.076e-05 clip_eps:0.1 entropy:0.9513 +2026-01-07 12:08:05 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:642.90 total_reward_ma:588.52 loss:0.02701 fps:1404 +frame:8.78e+06 wall_t:6252 t:548750 epi:nan +opt_step:137184 lr:3.051e-05 clip_eps:0.1 entropy:0.897 +2026-01-07 12:08:11 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:636.65 total_reward_ma:589.08 loss:0.01077 fps:1404 +frame:8.79e+06 wall_t:6259 t:549375 epi:nan +opt_step:137312 lr:3.03e-05 clip_eps:0.1 entropy:0.6752 +2026-01-07 12:08:18 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:637.90 total_reward_ma:589.69 loss:0.02976 fps:1405 +frame:8.80e+06 wall_t:6265 t:550000 epi:nan +opt_step:137472 lr:3.004e-05 clip_eps:0.1 entropy:0.7607 +2026-01-07 12:08:25 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:631.20 total_reward_ma:590.30 loss:0.0659 fps:1405 +frame:8.81e+06 wall_t:6272 t:550625 epi:nan +opt_step:137632 lr:2.979e-05 clip_eps:0.1 entropy:0.762 +2026-01-07 12:08:31 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:619.60 total_reward_ma:590.75 loss:0.04136 fps:1405 +frame:8.82e+06 wall_t:6278 t:551250 epi:nan +opt_step:137792 lr:2.953e-05 clip_eps:0.1 entropy:0.9394 +2026-01-07 12:08:37 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:616.25 total_reward_ma:591.16 loss:0.02383 fps:1405 +frame:8.83e+06 wall_t:6284 t:551875 epi:nan +opt_step:137952 lr:2.928e-05 clip_eps:0.1 entropy:0.93 +2026-01-07 12:08:44 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:624.30 total_reward_ma:591.61 loss:0.03992 fps:1405 +frame:8.84e+06 wall_t:6291 t:552500 epi:nan +opt_step:138112 lr:2.902e-05 clip_eps:0.1 entropy:0.9423 +2026-01-07 12:08:50 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:618.15 total_reward_ma:592.02 loss:0.06175 fps:1405 +frame:8.85e+06 wall_t:6297 t:553125 epi:nan +opt_step:138272 lr:2.876e-05 clip_eps:0.1 entropy:0.6588 +2026-01-07 12:08:57 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:607.30 total_reward_ma:592.23 loss:0.04157 fps:1405 +frame:8.86e+06 wall_t:6304 t:553750 epi:nan +opt_step:138432 lr:2.851e-05 clip_eps:0.1 entropy:0.7441 +2026-01-07 12:09:03 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:612.05 total_reward_ma:592.57 loss:0.02251 fps:1406 +frame:8.87e+06 wall_t:6310 t:554375 epi:nan +opt_step:138592 lr:2.825e-05 clip_eps:0.1 entropy:0.8025 +2026-01-07 12:09:10 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:616.80 total_reward_ma:592.85 loss:0.0537 fps:1406 +frame:8.88e+06 wall_t:6317 t:555000 epi:nan +opt_step:138720 lr:2.805e-05 clip_eps:0.1 entropy:0.6136 +2026-01-07 12:09:16 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:621.35 total_reward_ma:593.11 loss:0.05663 fps:1406 +frame:8.89e+06 wall_t:6323 t:555625 epi:nan +opt_step:138880 lr:2.779e-05 clip_eps:0.1 entropy:0.7685 +2026-01-07 12:09:23 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:624.70 total_reward_ma:593.40 loss:0.0294 fps:1406 +frame:8.90e+06 wall_t:6330 t:556250 epi:nan +opt_step:139040 lr:2.754e-05 clip_eps:0.1 entropy:0.7687 +2026-01-07 12:09:30 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:630.10 total_reward_ma:593.75 loss:0.03019 fps:1406 +frame:8.91e+06 wall_t:6338 t:556875 epi:nan +opt_step:139200 lr:2.728e-05 clip_eps:0.1 entropy:0.6914 +2026-01-07 12:09:38 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:627.60 total_reward_ma:594.07 loss:0.09468 fps:1406 +frame:8.92e+06 wall_t:6345 t:557500 epi:nan +opt_step:139360 lr:2.702e-05 clip_eps:0.1 entropy:0.9827 +2026-01-07 12:09:44 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:612.75 total_reward_ma:594.19 loss:0.04675 fps:1406 +frame:8.93e+06 wall_t:6352 t:558125 epi:nan +opt_step:139520 lr:2.677e-05 clip_eps:0.1 entropy:0.7621 +2026-01-07 12:09:51 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:615.60 total_reward_ma:594.26 loss:0.04903 fps:1406 +frame:8.94e+06 wall_t:6358 t:558750 epi:nan +opt_step:139680 lr:2.651e-05 clip_eps:0.1 entropy:0.6396 +2026-01-07 12:09:58 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:617.55 total_reward_ma:594.52 loss:0.04832 fps:1406 +frame:8.95e+06 wall_t:6365 t:559375 epi:nan +opt_step:139840 lr:2.626e-05 clip_eps:0.1 entropy:0.6801 +2026-01-07 12:10:05 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:615.00 total_reward_ma:594.81 loss:0.02055 fps:1406 +frame:8.96e+06 wall_t:6372 t:560000 epi:nan +opt_step:140000 lr:2.6e-05 clip_eps:0.1 entropy:0.7066 +2026-01-07 12:10:11 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:618.40 total_reward_ma:595.24 loss:0.08178 fps:1406 +frame:8.97e+06 wall_t:6378 t:560625 epi:nan +opt_step:140128 lr:2.58e-05 clip_eps:0.1 entropy:0.882 +2026-01-07 12:10:17 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:618.50 total_reward_ma:595.67 loss:0.02043 fps:1407 +frame:8.98e+06 wall_t:6384 t:561250 epi:nan +opt_step:140288 lr:2.554e-05 clip_eps:0.1 entropy:0.8407 +2026-01-07 12:10:24 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:621.10 total_reward_ma:596.08 loss:0.02813 fps:1407 +frame:8.99e+06 wall_t:6391 t:561875 epi:nan +opt_step:140448 lr:2.528e-05 clip_eps:0.1 entropy:0.7611 +2026-01-07 12:10:30 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:620.70 total_reward_ma:596.57 loss:0.04965 fps:1407 +frame:9.00e+06 wall_t:6397 t:562500 epi:nan +opt_step:140608 lr:2.503e-05 clip_eps:0.1 entropy:0.7863 +2026-01-07 12:10:37 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:627.75 total_reward_ma:597.27 loss:0.04452 fps:1407 +frame:9.01e+06 wall_t:6404 t:563125 epi:nan +opt_step:140768 lr:2.477e-05 clip_eps:0.1 entropy:0.9645 +2026-01-07 12:10:44 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:635.55 total_reward_ma:598.10 loss:0.07425 fps:1407 +frame:9.02e+06 wall_t:6411 t:563750 epi:nan +opt_step:140928 lr:2.452e-05 clip_eps:0.1 entropy:0.8628 +2026-01-07 12:10:51 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:628.55 total_reward_ma:598.73 loss:0.03637 fps:1407 +frame:9.03e+06 wall_t:6418 t:564375 epi:nan +opt_step:141088 lr:2.426e-05 clip_eps:0.1 entropy:0.6412 +2026-01-07 12:10:57 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:619.20 total_reward_ma:599.28 loss:0.04061 fps:1407 +frame:9.04e+06 wall_t:6425 t:565000 epi:nan +opt_step:141248 lr:2.4e-05 clip_eps:0.1 entropy:0.8542 +2026-01-07 12:11:03 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:627.50 total_reward_ma:599.85 loss:0.05723 fps:1407 +frame:9.05e+06 wall_t:6430 t:565625 epi:nan +opt_step:141376 lr:2.38e-05 clip_eps:0.1 entropy:0.7593 +2026-01-07 12:11:10 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:626.55 total_reward_ma:600.42 loss:0.06239 fps:1407 +frame:9.06e+06 wall_t:6437 t:566250 epi:nan +opt_step:141536 lr:2.354e-05 clip_eps:0.1 entropy:0.779 +2026-01-07 12:11:17 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:638.15 total_reward_ma:601.16 loss:0.03821 fps:1408 +frame:9.07e+06 wall_t:6444 t:566875 epi:nan +opt_step:141696 lr:2.329e-05 clip_eps:0.1 entropy:0.8981 +2026-01-07 12:11:23 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:626.40 total_reward_ma:601.80 loss:0.04614 fps:1408 +frame:9.08e+06 wall_t:6450 t:567500 epi:nan +opt_step:141856 lr:2.303e-05 clip_eps:0.1 entropy:0.8702 +2026-01-07 12:11:29 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:626.05 total_reward_ma:602.39 loss:0.03406 fps:1408 +frame:9.09e+06 wall_t:6456 t:568125 epi:nan +opt_step:142016 lr:2.277e-05 clip_eps:0.1 entropy:0.7927 +2026-01-07 12:11:36 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:618.75 total_reward_ma:602.90 loss:0.03199 fps:1408 +frame:9.10e+06 wall_t:6463 t:568750 epi:nan +opt_step:142176 lr:2.252e-05 clip_eps:0.1 entropy:0.7608 +2026-01-07 12:11:43 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:616.05 total_reward_ma:603.45 loss:0.04967 fps:1408 +frame:9.11e+06 wall_t:6470 t:569375 epi:nan +opt_step:142336 lr:2.226e-05 clip_eps:0.1 entropy:0.7954 +2026-01-07 12:11:49 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:624.05 total_reward_ma:604.08 loss:0.01485 fps:1408 +frame:9.12e+06 wall_t:6476 t:570000 epi:nan +opt_step:142496 lr:2.201e-05 clip_eps:0.1 entropy:0.6414 +2026-01-07 12:11:55 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:617.15 total_reward_ma:604.70 loss:0.02776 fps:1409 +frame:9.13e+06 wall_t:6482 t:570625 epi:nan +opt_step:142656 lr:2.175e-05 clip_eps:0.1 entropy:0.685 +2026-01-07 12:11:59 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:602.35 total_reward_ma:605.16 loss:0.04404 fps:1409 +frame:9.14e+06 wall_t:6487 t:571250 epi:nan +opt_step:142784 lr:2.155e-05 clip_eps:0.1 entropy:0.7127 +2026-01-07 12:12:05 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:620.10 total_reward_ma:605.80 loss:0.04357 fps:1409 +frame:9.15e+06 wall_t:6492 t:571875 epi:nan +opt_step:142944 lr:2.129e-05 clip_eps:0.1 entropy:0.6795 +2026-01-07 12:12:12 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:622.55 total_reward_ma:606.44 loss:0.03027 fps:1409 +frame:9.16e+06 wall_t:6499 t:572500 epi:nan +opt_step:143104 lr:2.103e-05 clip_eps:0.1 entropy:0.8112 +2026-01-07 12:12:18 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:627.30 total_reward_ma:607.08 loss:0.04096 fps:1410 +frame:9.17e+06 wall_t:6505 t:573125 epi:nan +opt_step:143264 lr:2.078e-05 clip_eps:0.1 entropy:0.6832 +2026-01-07 12:12:24 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:627.85 total_reward_ma:607.66 loss:0.06407 fps:1410 +frame:9.18e+06 wall_t:6511 t:573750 epi:nan +opt_step:143424 lr:2.052e-05 clip_eps:0.1 entropy:0.6647 +2026-01-07 12:12:31 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:642.65 total_reward_ma:608.22 loss:0.1012 fps:1410 +frame:9.19e+06 wall_t:6518 t:574375 epi:nan +opt_step:143584 lr:2.027e-05 clip_eps:0.1 entropy:0.8094 +2026-01-07 12:12:37 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:649.40 total_reward_ma:608.92 loss:0.06831 fps:1410 +frame:9.20e+06 wall_t:6524 t:575000 epi:nan +opt_step:143744 lr:2.001e-05 clip_eps:0.1 entropy:0.7857 +2026-01-07 12:12:44 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:641.85 total_reward_ma:609.45 loss:0.03948 fps:1410 +frame:9.21e+06 wall_t:6531 t:575625 epi:nan +opt_step:143904 lr:1.975e-05 clip_eps:0.1 entropy:0.7316 +2026-01-07 12:12:50 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:639.60 total_reward_ma:609.93 loss:0.06393 fps:1410 +frame:9.22e+06 wall_t:6537 t:576250 epi:nan +opt_step:144032 lr:1.955e-05 clip_eps:0.1 entropy:0.8633 +2026-01-07 12:12:56 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:639.65 total_reward_ma:610.35 loss:0.02268 fps:1411 +frame:9.23e+06 wall_t:6543 t:576875 epi:nan +opt_step:144192 lr:1.929e-05 clip_eps:0.1 entropy:0.6551 +2026-01-07 12:13:03 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:629.25 total_reward_ma:610.65 loss:0.03333 fps:1411 +frame:9.24e+06 wall_t:6550 t:577500 epi:nan +opt_step:144352 lr:1.904e-05 clip_eps:0.1 entropy:0.6839 +2026-01-07 12:13:09 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:615.85 total_reward_ma:610.88 loss:0.01921 fps:1411 +frame:9.25e+06 wall_t:6556 t:578125 epi:nan +opt_step:144512 lr:1.878e-05 clip_eps:0.1 entropy:0.9073 +2026-01-07 12:13:15 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:616.20 total_reward_ma:611.05 loss:0.06573 fps:1411 +frame:9.26e+06 wall_t:6562 t:578750 epi:nan +opt_step:144672 lr:1.852e-05 clip_eps:0.1 entropy:0.8111 +2026-01-07 12:13:22 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:611.05 total_reward_ma:611.22 loss:0.05432 fps:1411 +frame:9.27e+06 wall_t:6569 t:579375 epi:nan +opt_step:144832 lr:1.827e-05 clip_eps:0.1 entropy:0.7484 +2026-01-07 12:13:28 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:595.05 total_reward_ma:611.25 loss:0.09538 fps:1411 +frame:9.28e+06 wall_t:6575 t:580000 epi:nan +opt_step:144992 lr:1.801e-05 clip_eps:0.1 entropy:0.8257 +2026-01-07 12:13:35 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:587.15 total_reward_ma:611.20 loss:0.04416 fps:1411 +frame:9.29e+06 wall_t:6582 t:580625 epi:nan +opt_step:145152 lr:1.776e-05 clip_eps:0.1 entropy:0.9675 +2026-01-07 12:13:41 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:581.85 total_reward_ma:611.09 loss:0.09107 fps:1412 +frame:9.30e+06 wall_t:6588 t:581250 epi:nan +opt_step:145312 lr:1.75e-05 clip_eps:0.1 entropy:0.9854 +2026-01-07 12:13:47 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:593.00 total_reward_ma:611.13 loss:0.02907 fps:1412 +frame:9.31e+06 wall_t:6594 t:581875 epi:nan +opt_step:145440 lr:1.73e-05 clip_eps:0.1 entropy:0.8705 +2026-01-07 12:13:54 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:595.70 total_reward_ma:611.31 loss:0.03918 fps:1412 +frame:9.32e+06 wall_t:6601 t:582500 epi:nan +opt_step:145600 lr:1.704e-05 clip_eps:0.1 entropy:0.6883 +2026-01-07 12:14:00 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:606.60 total_reward_ma:611.59 loss:0.0628 fps:1412 +frame:9.33e+06 wall_t:6607 t:583125 epi:nan +opt_step:145760 lr:1.678e-05 clip_eps:0.1 entropy:0.8312 +2026-01-07 12:14:07 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:618.70 total_reward_ma:611.96 loss:0.05863 fps:1412 +frame:9.34e+06 wall_t:6614 t:583750 epi:nan +opt_step:145920 lr:1.653e-05 clip_eps:0.1 entropy:0.8035 +2026-01-07 12:14:13 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:615.10 total_reward_ma:612.26 loss:0.04813 fps:1412 +frame:9.35e+06 wall_t:6620 t:584375 epi:nan +opt_step:146080 lr:1.627e-05 clip_eps:0.1 entropy:0.7713 +2026-01-07 12:14:20 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:623.70 total_reward_ma:612.67 loss:0.01592 fps:1412 +frame:9.36e+06 wall_t:6627 t:585000 epi:nan +opt_step:146240 lr:1.602e-05 clip_eps:0.1 entropy:0.844 +2026-01-07 12:14:26 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:627.10 total_reward_ma:613.06 loss:0.02466 fps:1413 +frame:9.37e+06 wall_t:6633 t:585625 epi:nan +opt_step:146400 lr:1.576e-05 clip_eps:0.1 entropy:0.8614 +2026-01-07 12:14:33 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:632.45 total_reward_ma:613.47 loss:0.04223 fps:1413 +frame:9.38e+06 wall_t:6640 t:586250 epi:nan +opt_step:146560 lr:1.55e-05 clip_eps:0.1 entropy:0.6849 +2026-01-07 12:14:39 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:643.65 total_reward_ma:613.94 loss:0.02636 fps:1413 +frame:9.39e+06 wall_t:6646 t:586875 epi:nan +opt_step:146688 lr:1.53e-05 clip_eps:0.1 entropy:0.8547 +2026-01-07 12:14:45 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:629.50 total_reward_ma:614.19 loss:0.1059 fps:1413 +frame:9.40e+06 wall_t:6652 t:587500 epi:nan +opt_step:146848 lr:1.504e-05 clip_eps:0.1 entropy:0.8835 +2026-01-07 12:14:52 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:625.55 total_reward_ma:614.32 loss:0.04039 fps:1413 +frame:9.41e+06 wall_t:6659 t:588125 epi:nan +opt_step:147008 lr:1.479e-05 clip_eps:0.1 entropy:0.7901 +2026-01-07 12:14:58 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:616.70 total_reward_ma:614.34 loss:0.04121 fps:1413 +frame:9.42e+06 wall_t:6665 t:588750 epi:nan +opt_step:147168 lr:1.453e-05 clip_eps:0.1 entropy:0.8227 +2026-01-07 12:15:05 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:605.25 total_reward_ma:614.36 loss:0.04383 fps:1413 +frame:9.43e+06 wall_t:6672 t:589375 epi:nan +opt_step:147328 lr:1.428e-05 clip_eps:0.1 entropy:0.8792 +2026-01-07 12:15:12 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:593.00 total_reward_ma:614.24 loss:0.02184 fps:1413 +frame:9.44e+06 wall_t:6679 t:590000 epi:nan +opt_step:147488 lr:1.402e-05 clip_eps:0.1 entropy:0.7421 +2026-01-07 12:15:18 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:593.50 total_reward_ma:614.20 loss:0.04049 fps:1414 +frame:9.45e+06 wall_t:6685 t:590625 epi:nan +opt_step:147648 lr:1.376e-05 clip_eps:0.1 entropy:0.7132 +2026-01-07 12:15:24 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:611.05 total_reward_ma:614.37 loss:0.07234 fps:1414 +frame:9.46e+06 wall_t:6691 t:591250 epi:nan +opt_step:147808 lr:1.351e-05 clip_eps:0.1 entropy:0.7476 +2026-01-07 12:15:30 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:614.75 total_reward_ma:614.61 loss:0.04993 fps:1414 +frame:9.47e+06 wall_t:6697 t:591875 epi:nan +opt_step:147968 lr:1.325e-05 clip_eps:0.1 entropy:0.8166 +2026-01-07 12:15:35 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:613.30 total_reward_ma:614.90 loss:0.04909 fps:1415 +frame:9.48e+06 wall_t:6702 t:592500 epi:nan +opt_step:148096 lr:1.305e-05 clip_eps:0.1 entropy:0.6692 +2026-01-07 12:15:40 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:606.50 total_reward_ma:615.08 loss:0.06042 fps:1415 +frame:9.49e+06 wall_t:6707 t:593125 epi:nan +opt_step:148256 lr:1.279e-05 clip_eps:0.1 entropy:0.7002 +2026-01-07 12:15:46 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:615.20 total_reward_ma:615.30 loss:0.04191 fps:1415 +frame:9.50e+06 wall_t:6713 t:593750 epi:nan +opt_step:148416 lr:1.253e-05 clip_eps:0.1 entropy:0.7544 +2026-01-07 12:15:51 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:615.15 total_reward_ma:615.62 loss:0.03769 fps:1415 +frame:9.51e+06 wall_t:6719 t:594375 epi:nan +opt_step:148576 lr:1.228e-05 clip_eps:0.1 entropy:0.7381 +2026-01-07 12:15:58 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:618.90 total_reward_ma:616.00 loss:0.09545 fps:1416 +frame:9.52e+06 wall_t:6725 t:595000 epi:nan +opt_step:148736 lr:1.202e-05 clip_eps:0.1 entropy:0.744 +2026-01-07 12:16:05 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:631.10 total_reward_ma:616.44 loss:0.02476 fps:1416 +frame:9.53e+06 wall_t:6732 t:595625 epi:nan +opt_step:148896 lr:1.177e-05 clip_eps:0.1 entropy:0.6851 +2026-01-07 12:16:11 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:616.40 total_reward_ma:616.75 loss:0.02727 fps:1416 +frame:9.54e+06 wall_t:6738 t:596250 epi:nan +opt_step:149056 lr:1.151e-05 clip_eps:0.1 entropy:0.8065 +2026-01-07 12:16:17 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:610.00 total_reward_ma:616.93 loss:0.02735 fps:1416 +frame:9.55e+06 wall_t:6744 t:596875 epi:nan +opt_step:149216 lr:1.125e-05 clip_eps:0.1 entropy:0.7011 +2026-01-07 12:16:23 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:613.50 total_reward_ma:617.20 loss:0.04254 fps:1416 +frame:9.56e+06 wall_t:6750 t:597500 epi:nan +opt_step:149344 lr:1.105e-05 clip_eps:0.1 entropy:0.7213 +2026-01-07 12:16:29 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:618.85 total_reward_ma:617.62 loss:0.02046 fps:1417 +frame:9.57e+06 wall_t:6756 t:598125 epi:nan +opt_step:149504 lr:1.079e-05 clip_eps:0.1 entropy:0.8249 +2026-01-07 12:16:35 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:620.80 total_reward_ma:618.03 loss:0.03993 fps:1417 +frame:9.58e+06 wall_t:6762 t:598750 epi:nan +opt_step:149664 lr:1.054e-05 clip_eps:0.1 entropy:0.8327 +2026-01-07 12:16:43 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:616.30 total_reward_ma:618.39 loss:0.02464 fps:1417 +frame:9.59e+06 wall_t:6770 t:599375 epi:nan +opt_step:149824 lr:1.028e-05 clip_eps:0.1 entropy:0.7643 +2026-01-07 12:16:49 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:609.90 total_reward_ma:618.72 loss:0.01711 fps:1417 +frame:9.60e+06 wall_t:6776 t:600000 epi:nan +opt_step:149984 lr:1.003e-05 clip_eps:0.1 entropy:0.7086 +2026-01-07 12:16:56 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:604.05 total_reward_ma:618.98 loss:0.0476 fps:1417 +frame:9.61e+06 wall_t:6783 t:600625 epi:nan +opt_step:150144 lr:9.77e-06 clip_eps:0.1 entropy:0.6564 +2026-01-07 12:17:01 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:609.80 total_reward_ma:619.29 loss:0.06033 fps:1417 +frame:9.62e+06 wall_t:6788 t:601250 epi:nan +opt_step:150304 lr:9.514e-06 clip_eps:0.1 entropy:0.6535 +2026-01-07 12:17:06 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:610.65 total_reward_ma:619.69 loss:0.04187 fps:1418 +frame:9.63e+06 wall_t:6793 t:601875 epi:nan +opt_step:150464 lr:9.258e-06 clip_eps:0.1 entropy:0.8128 +2026-01-07 12:17:11 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:614.95 total_reward_ma:620.04 loss:0.1067 fps:1418 +frame:9.64e+06 wall_t:6798 t:602500 epi:nan +opt_step:150624 lr:9.002e-06 clip_eps:0.1 entropy:0.7693 +2026-01-07 12:17:16 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:612.50 total_reward_ma:620.33 loss:0.02645 fps:1418 +frame:9.65e+06 wall_t:6803 t:603125 epi:nan +opt_step:150752 lr:8.797e-06 clip_eps:0.1 entropy:0.8252 +2026-01-07 12:17:21 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:617.40 total_reward_ma:620.56 loss:0.05657 fps:1419 +frame:9.66e+06 wall_t:6808 t:603750 epi:nan +opt_step:150912 lr:8.541e-06 clip_eps:0.1 entropy:0.7792 +2026-01-07 12:17:27 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:619.95 total_reward_ma:620.87 loss:0.02832 fps:1419 +frame:9.67e+06 wall_t:6814 t:604375 epi:nan +opt_step:151072 lr:8.285e-06 clip_eps:0.1 entropy:0.6443 +2026-01-07 12:17:34 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:617.90 total_reward_ma:620.95 loss:0.03485 fps:1419 +frame:9.68e+06 wall_t:6821 t:605000 epi:nan +opt_step:151232 lr:8.029e-06 clip_eps:0.1 entropy:0.7158 +2026-01-07 12:17:40 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:615.20 total_reward_ma:620.88 loss:0.03969 fps:1419 +frame:9.69e+06 wall_t:6827 t:605625 epi:nan +opt_step:151392 lr:7.773e-06 clip_eps:0.1 entropy:0.737 +2026-01-07 12:17:46 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:618.05 total_reward_ma:620.77 loss:0.03751 fps:1420 +frame:9.70e+06 wall_t:6833 t:606250 epi:nan +opt_step:151552 lr:7.517e-06 clip_eps:0.1 entropy:0.7329 +2026-01-07 12:17:53 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:611.40 total_reward_ma:620.53 loss:0.03483 fps:1420 +frame:9.71e+06 wall_t:6840 t:606875 epi:nan +opt_step:151712 lr:7.261e-06 clip_eps:0.1 entropy:0.7409 +2026-01-07 12:17:58 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:609.65 total_reward_ma:620.23 loss:0.04136 fps:1420 +frame:9.72e+06 wall_t:6845 t:607500 epi:nan +opt_step:151872 lr:7.005e-06 clip_eps:0.1 entropy:0.7035 +2026-01-07 12:18:02 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:613.20 total_reward_ma:619.94 loss:0.05537 fps:1421 +frame:9.73e+06 wall_t:6849 t:608125 epi:nan +opt_step:152000 lr:6.8e-06 clip_eps:0.1 entropy:0.7164 +2026-01-07 12:18:07 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:605.45 total_reward_ma:619.56 loss:0.03199 fps:1421 +frame:9.74e+06 wall_t:6854 t:608750 epi:nan +opt_step:152160 lr:6.544e-06 clip_eps:0.1 entropy:0.806 +2026-01-07 12:18:12 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:601.80 total_reward_ma:619.25 loss:0.04257 fps:1421 +frame:9.75e+06 wall_t:6859 t:609375 epi:nan +opt_step:152320 lr:6.288e-06 clip_eps:0.1 entropy:0.7225 +2026-01-07 12:18:18 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:606.85 total_reward_ma:618.83 loss:0.06789 fps:1422 +frame:9.76e+06 wall_t:6865 t:610000 epi:nan +opt_step:152480 lr:6.032e-06 clip_eps:0.1 entropy:0.7321 +2026-01-07 12:18:24 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:617.90 total_reward_ma:618.46 loss:0.05617 fps:1422 +frame:9.77e+06 wall_t:6871 t:610625 epi:nan +opt_step:152640 lr:5.776e-06 clip_eps:0.1 entropy:0.7522 +2026-01-07 12:18:31 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:616.45 total_reward_ma:618.19 loss:0.05191 fps:1422 +frame:9.78e+06 wall_t:6878 t:611250 epi:nan +opt_step:152800 lr:5.52e-06 clip_eps:0.1 entropy:0.7916 +2026-01-07 12:18:38 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:624.75 total_reward_ma:618.07 loss:0.05487 fps:1422 +frame:9.79e+06 wall_t:6885 t:611875 epi:nan +opt_step:152960 lr:5.264e-06 clip_eps:0.1 entropy:0.7809 +2026-01-07 12:18:45 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:637.05 total_reward_ma:618.07 loss:0.02279 fps:1422 +frame:9.80e+06 wall_t:6892 t:612500 epi:nan +opt_step:153120 lr:5.008e-06 clip_eps:0.1 entropy:0.6371 +2026-01-07 12:18:51 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:630.80 total_reward_ma:618.06 loss:0.0566 fps:1422 +frame:9.81e+06 wall_t:6898 t:613125 epi:nan +opt_step:153280 lr:4.752e-06 clip_eps:0.1 entropy:0.7595 +2026-01-07 12:18:57 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:632.75 total_reward_ma:618.19 loss:0.08706 fps:1422 +frame:9.82e+06 wall_t:6904 t:613750 epi:nan +opt_step:153408 lr:4.547e-06 clip_eps:0.1 entropy:0.7285 +2026-01-07 12:19:03 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:642.30 total_reward_ma:618.45 loss:0.02927 fps:1423 +frame:9.83e+06 wall_t:6910 t:614375 epi:nan +opt_step:153568 lr:4.291e-06 clip_eps:0.1 entropy:0.7702 +2026-01-07 12:19:09 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:642.25 total_reward_ma:618.63 loss:0.07025 fps:1423 +frame:9.84e+06 wall_t:6916 t:615000 epi:nan +opt_step:153728 lr:4.035e-06 clip_eps:0.1 entropy:0.8356 +2026-01-07 12:19:15 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:649.25 total_reward_ma:618.94 loss:0.0708 fps:1423 +frame:9.85e+06 wall_t:6922 t:615625 epi:nan +opt_step:153888 lr:3.779e-06 clip_eps:0.1 entropy:0.8111 +2026-01-07 12:19:22 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:645.85 total_reward_ma:619.33 loss:0.05546 fps:1423 +frame:9.86e+06 wall_t:6929 t:616250 epi:nan +opt_step:154048 lr:3.523e-06 clip_eps:0.1 entropy:0.7551 +2026-01-07 12:19:28 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:650.80 total_reward_ma:619.72 loss:0.04207 fps:1423 +frame:9.87e+06 wall_t:6935 t:616875 epi:nan +opt_step:154208 lr:3.267e-06 clip_eps:0.1 entropy:0.7614 +2026-01-07 12:19:34 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:647.15 total_reward_ma:620.02 loss:0.05128 fps:1423 +frame:9.88e+06 wall_t:6941 t:617500 epi:nan +opt_step:154368 lr:3.011e-06 clip_eps:0.1 entropy:0.7265 +2026-01-07 12:19:40 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:648.15 total_reward_ma:620.29 loss:0.06824 fps:1424 +frame:9.89e+06 wall_t:6947 t:618125 epi:nan +opt_step:154528 lr:2.755e-06 clip_eps:0.1 entropy:0.8053 +2026-01-07 12:19:46 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:648.75 total_reward_ma:620.53 loss:0.04272 fps:1424 +frame:9.90e+06 wall_t:6953 t:618750 epi:nan +opt_step:154656 lr:2.55e-06 clip_eps:0.1 entropy:0.8242 +2026-01-07 12:19:52 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:657.05 total_reward_ma:620.80 loss:0.03885 fps:1424 +frame:9.91e+06 wall_t:6959 t:619375 epi:nan +opt_step:154816 lr:2.294e-06 clip_eps:0.1 entropy:0.6667 +2026-01-07 12:19:58 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:653.25 total_reward_ma:621.05 loss:0.03842 fps:1424 +frame:9.92e+06 wall_t:6965 t:620000 epi:nan +opt_step:154976 lr:2.038e-06 clip_eps:0.1 entropy:0.7289 +2026-01-07 12:20:05 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:642.60 total_reward_ma:621.35 loss:0.04386 fps:1424 +frame:9.93e+06 wall_t:6972 t:620625 epi:nan +opt_step:155136 lr:1.782e-06 clip_eps:0.1 entropy:0.7745 +2026-01-07 12:20:12 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:632.90 total_reward_ma:621.53 loss:0.07276 fps:1424 +frame:9.94e+06 wall_t:6979 t:621250 epi:nan +opt_step:155296 lr:1.526e-06 clip_eps:0.1 entropy:0.7895 +2026-01-07 12:20:18 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:646.00 total_reward_ma:621.81 loss:0.02934 fps:1424 +frame:9.95e+06 wall_t:6985 t:621875 epi:nan +opt_step:155456 lr:1.27e-06 clip_eps:0.1 entropy:0.7453 +2026-01-07 12:20:24 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:640.95 total_reward_ma:622.07 loss:0.0312 fps:1425 +frame:9.96e+06 wall_t:6991 t:622500 epi:nan +opt_step:155616 lr:1.014e-06 clip_eps:0.1 entropy:0.6729 +2026-01-07 12:20:30 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:637.70 total_reward_ma:622.26 loss:0.06157 fps:1425 +frame:9.97e+06 wall_t:6997 t:623125 epi:nan +opt_step:155776 lr:7.584e-07 clip_eps:0.1 entropy:0.826 +2026-01-07 12:20:37 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:637.95 total_reward_ma:622.46 loss:0.01729 fps:1425 +frame:9.98e+06 wall_t:7004 t:623750 epi:nan +opt_step:155936 lr:5.024e-07 clip_eps:0.1 entropy:0.772 +2026-01-07 12:20:42 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:640.25 total_reward_ma:622.65 loss:0.08512 fps:1425 +frame:9.99e+06 wall_t:7009 t:624375 epi:nan +opt_step:156064 lr:2.976e-07 clip_eps:0.1 entropy:0.7046 +2026-01-07 12:20:49 | INFO | PID:1618 | slm_lab.agent:log_summary | Trial 0 session 2 ppo_atari_spaceinvaders_t0_s2 [train] +total_reward:642.30 total_reward_ma:622.87 loss:0.03758 fps:1425 +frame:1.00e+07 wall_t:7016 t:625000 epi:nan +opt_step:156224 lr:4.16e-08 clip_eps:0.1 entropy:0.826 +2026-01-07 12:20:49 | INFO | PID:1618 | slm_lab.lib.logger:info | Session 2 done diff --git a/data/ppo_atari_spaceinvaders_2026_01_07_102346/log/ppo_atari_spaceinvaders_t0_s3.log b/data/ppo_atari_spaceinvaders_2026_01_07_102346/log/ppo_atari_spaceinvaders_t0_s3.log new file mode 100644 index 0000000000000000000000000000000000000000..468012208217560b01bcf6fa95bbd15212898be7 --- /dev/null +++ b/data/ppo_atari_spaceinvaders_2026_01_07_102346/log/ppo_atari_spaceinvaders_t0_s3.log @@ -0,0 +1,4002 @@ +2026-01-07 10:23:50 | INFO | PID:1619 | slm_lab.env:_make_vector_env | AtariVectorEnv: 16 envs, native preprocessing +2026-01-07 10:24:17 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:101.07 total_reward_ma:101.07 loss:0.01703 fps:416.7 +frame:1.00e+04 wall_t:24 t:625 epi:nan +opt_step:128 lr:0.0002498 clip_eps:0.1 entropy:1.781 +2026-01-07 10:24:23 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:119.56 total_reward_ma:110.32 loss:0.01356 fps:666.7 +frame:2.00e+04 wall_t:30 t:1250 epi:nan +opt_step:288 lr:0.0002495 clip_eps:0.1 entropy:1.766 +2026-01-07 10:24:29 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:134.25 total_reward_ma:118.29 loss:0.01783 fps:810.8 +frame:3.00e+04 wall_t:37 t:1875 epi:nan +opt_step:448 lr:0.0002493 clip_eps:0.1 entropy:1.756 +2026-01-07 10:24:38 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:138.57 total_reward_ma:123.36 loss:0.01437 fps:869.6 +frame:4.00e+04 wall_t:46 t:2500 epi:nan +opt_step:608 lr:0.000249 clip_eps:0.1 entropy:1.734 +2026-01-07 10:24:47 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:145.60 total_reward_ma:127.81 loss:0.01337 fps:925.9 +frame:5.00e+04 wall_t:54 t:3125 epi:nan +opt_step:768 lr:0.0002488 clip_eps:0.1 entropy:1.72 +2026-01-07 10:24:56 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:163.45 total_reward_ma:133.75 loss:0.01803 fps:952.4 +frame:6.00e+04 wall_t:63 t:3750 epi:nan +opt_step:928 lr:0.0002485 clip_eps:0.1 entropy:1.702 +2026-01-07 10:25:04 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:173.05 total_reward_ma:139.36 loss:0.0267 fps:972.2 +frame:7.00e+04 wall_t:72 t:4375 epi:nan +opt_step:1088 lr:0.0002483 clip_eps:0.1 entropy:1.704 +2026-01-07 10:25:13 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:188.25 total_reward_ma:145.48 loss:0.03582 fps:987.7 +frame:8.00e+04 wall_t:81 t:5000 epi:nan +opt_step:1248 lr:0.000248 clip_eps:0.1 entropy:1.69 +2026-01-07 10:25:20 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:196.75 total_reward_ma:151.17 loss:0.03317 fps:1023 +frame:9.00e+04 wall_t:88 t:5625 epi:nan +opt_step:1376 lr:0.0002478 clip_eps:0.1 entropy:1.674 +2026-01-07 10:25:28 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:202.95 total_reward_ma:156.35 loss:0.02802 fps:1053 +frame:1.00e+05 wall_t:95 t:6250 epi:nan +opt_step:1536 lr:0.0002475 clip_eps:0.1 entropy:1.66 +2026-01-07 10:25:36 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:194.75 total_reward_ma:159.84 loss:0.04766 fps:1068 +frame:1.10e+05 wall_t:103 t:6875 epi:nan +opt_step:1696 lr:0.0002473 clip_eps:0.1 entropy:1.657 +2026-01-07 10:25:44 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:200.90 total_reward_ma:163.26 loss:0.03101 fps:1081 +frame:1.20e+05 wall_t:111 t:7500 epi:nan +opt_step:1856 lr:0.000247 clip_eps:0.1 entropy:1.629 +2026-01-07 10:25:52 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:186.60 total_reward_ma:165.06 loss:0.03314 fps:1092 +frame:1.30e+05 wall_t:119 t:8125 epi:nan +opt_step:2016 lr:0.0002468 clip_eps:0.1 entropy:1.616 +2026-01-07 10:25:59 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:186.00 total_reward_ma:166.55 loss:0.04186 fps:1102 +frame:1.40e+05 wall_t:127 t:8750 epi:nan +opt_step:2176 lr:0.0002465 clip_eps:0.1 entropy:1.622 +2026-01-07 10:26:07 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:186.75 total_reward_ma:167.90 loss:0.02639 fps:1119 +frame:1.50e+05 wall_t:134 t:9375 epi:nan +opt_step:2336 lr:0.0002463 clip_eps:0.1 entropy:1.558 +2026-01-07 10:26:15 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:199.40 total_reward_ma:169.87 loss:0.04295 fps:1127 +frame:1.60e+05 wall_t:142 t:10000 epi:nan +opt_step:2496 lr:0.000246 clip_eps:0.1 entropy:1.553 +2026-01-07 10:26:22 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:196.65 total_reward_ma:171.44 loss:0.01628 fps:1141 +frame:1.70e+05 wall_t:149 t:10625 epi:nan +opt_step:2656 lr:0.0002458 clip_eps:0.1 entropy:1.541 +2026-01-07 10:26:30 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:212.80 total_reward_ma:173.74 loss:0.04469 fps:1146 +frame:1.80e+05 wall_t:157 t:11250 epi:nan +opt_step:2784 lr:0.0002455 clip_eps:0.1 entropy:1.509 +2026-01-07 10:26:38 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:220.80 total_reward_ma:176.22 loss:0.02645 fps:1152 +frame:1.90e+05 wall_t:165 t:11875 epi:nan +opt_step:2944 lr:0.0002453 clip_eps:0.1 entropy:1.524 +2026-01-07 10:26:46 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:222.10 total_reward_ma:178.51 loss:0.02661 fps:1156 +frame:2.00e+05 wall_t:173 t:12500 epi:nan +opt_step:3104 lr:0.000245 clip_eps:0.1 entropy:1.493 +2026-01-07 10:26:53 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:221.95 total_reward_ma:180.58 loss:0.03281 fps:1167 +frame:2.10e+05 wall_t:180 t:13125 epi:nan +opt_step:3264 lr:0.0002448 clip_eps:0.1 entropy:1.522 +2026-01-07 10:27:01 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:229.30 total_reward_ma:182.80 loss:0.03438 fps:1170 +frame:2.20e+05 wall_t:188 t:13750 epi:nan +opt_step:3424 lr:0.0002445 clip_eps:0.1 entropy:1.47 +2026-01-07 10:27:08 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:234.15 total_reward_ma:185.03 loss:0.04842 fps:1179 +frame:2.30e+05 wall_t:195 t:14375 epi:nan +opt_step:3584 lr:0.0002443 clip_eps:0.1 entropy:1.555 +2026-01-07 10:27:16 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:242.20 total_reward_ma:187.41 loss:0.03903 fps:1182 +frame:2.40e+05 wall_t:203 t:15000 epi:nan +opt_step:3744 lr:0.000244 clip_eps:0.1 entropy:1.459 +2026-01-07 10:27:23 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:250.50 total_reward_ma:189.93 loss:0.03994 fps:1190 +frame:2.50e+05 wall_t:210 t:15625 epi:nan +opt_step:3904 lr:0.0002438 clip_eps:0.1 entropy:1.429 +2026-01-07 10:27:30 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:264.90 total_reward_ma:192.82 loss:0.08695 fps:1198 +frame:2.60e+05 wall_t:217 t:16250 epi:nan +opt_step:4032 lr:0.0002435 clip_eps:0.1 entropy:1.453 +2026-01-07 10:27:38 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:277.60 total_reward_ma:195.96 loss:0.04051 fps:1200 +frame:2.70e+05 wall_t:225 t:16875 epi:nan +opt_step:4192 lr:0.0002433 clip_eps:0.1 entropy:1.502 +2026-01-07 10:27:46 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:271.85 total_reward_ma:198.67 loss:0.03521 fps:1202 +frame:2.80e+05 wall_t:233 t:17500 epi:nan +opt_step:4352 lr:0.000243 clip_eps:0.1 entropy:1.443 +2026-01-07 10:27:55 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:273.30 total_reward_ma:201.24 loss:0.04342 fps:1193 +frame:2.90e+05 wall_t:243 t:18125 epi:nan +opt_step:4512 lr:0.0002428 clip_eps:0.1 entropy:1.381 +2026-01-07 10:28:04 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:262.85 total_reward_ma:203.30 loss:0.03016 fps:1195 +frame:3.00e+05 wall_t:251 t:18750 epi:nan +opt_step:4672 lr:0.0002425 clip_eps:0.1 entropy:1.372 +2026-01-07 10:28:11 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:263.55 total_reward_ma:205.24 loss:0.03855 fps:1202 +frame:3.10e+05 wall_t:258 t:19375 epi:nan +opt_step:4832 lr:0.0002423 clip_eps:0.1 entropy:1.391 +2026-01-07 10:28:18 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:270.45 total_reward_ma:207.28 loss:0.04489 fps:1203 +frame:3.20e+05 wall_t:266 t:20000 epi:nan +opt_step:4992 lr:0.000242 clip_eps:0.1 entropy:1.369 +2026-01-07 10:28:26 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:272.30 total_reward_ma:209.25 loss:0.03662 fps:1209 +frame:3.30e+05 wall_t:273 t:20625 epi:nan +opt_step:5152 lr:0.0002418 clip_eps:0.1 entropy:1.267 +2026-01-07 10:28:33 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:278.65 total_reward_ma:211.29 loss:0.03742 fps:1210 +frame:3.40e+05 wall_t:281 t:21250 epi:nan +opt_step:5312 lr:0.0002415 clip_eps:0.1 entropy:1.385 +2026-01-07 10:28:40 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:291.90 total_reward_ma:213.59 loss:0.03915 fps:1215 +frame:3.50e+05 wall_t:288 t:21875 epi:nan +opt_step:5440 lr:0.0002413 clip_eps:0.1 entropy:1.315 +2026-01-07 10:28:48 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:296.65 total_reward_ma:215.90 loss:0.05262 fps:1220 +frame:3.60e+05 wall_t:295 t:22500 epi:nan +opt_step:5600 lr:0.000241 clip_eps:0.1 entropy:1.148 +2026-01-07 10:28:57 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:299.05 total_reward_ma:218.15 loss:0.04167 fps:1217 +frame:3.70e+05 wall_t:304 t:23125 epi:nan +opt_step:5760 lr:0.0002408 clip_eps:0.1 entropy:1.28 +2026-01-07 10:29:06 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:289.60 total_reward_ma:220.03 loss:0.05292 fps:1214 +frame:3.80e+05 wall_t:313 t:23750 epi:nan +opt_step:5920 lr:0.0002405 clip_eps:0.1 entropy:1.214 +2026-01-07 10:29:13 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:286.90 total_reward_ma:221.74 loss:0.02263 fps:1219 +frame:3.90e+05 wall_t:320 t:24375 epi:nan +opt_step:6080 lr:0.0002403 clip_eps:0.1 entropy:1.245 +2026-01-07 10:29:21 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:281.70 total_reward_ma:223.24 loss:0.05505 fps:1220 +frame:4.00e+05 wall_t:328 t:25000 epi:nan +opt_step:6240 lr:0.00024 clip_eps:0.1 entropy:1.109 +2026-01-07 10:29:29 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:290.75 total_reward_ma:224.89 loss:0.03328 fps:1220 +frame:4.10e+05 wall_t:336 t:25625 epi:nan +opt_step:6400 lr:0.0002398 clip_eps:0.1 entropy:1.297 +2026-01-07 10:29:37 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:300.90 total_reward_ma:226.70 loss:0.027 fps:1221 +frame:4.20e+05 wall_t:344 t:26250 epi:nan +opt_step:6560 lr:0.0002395 clip_eps:0.1 entropy:1.141 +2026-01-07 10:29:44 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:302.80 total_reward_ma:228.47 loss:0.05263 fps:1225 +frame:4.30e+05 wall_t:351 t:26875 epi:nan +opt_step:6688 lr:0.0002393 clip_eps:0.1 entropy:1.293 +2026-01-07 10:29:52 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:290.20 total_reward_ma:229.87 loss:0.04161 fps:1226 +frame:4.40e+05 wall_t:359 t:27500 epi:nan +opt_step:6848 lr:0.000239 clip_eps:0.1 entropy:1.26 +2026-01-07 10:29:59 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:301.10 total_reward_ma:231.45 loss:0.03683 fps:1230 +frame:4.50e+05 wall_t:366 t:28125 epi:nan +opt_step:7008 lr:0.0002388 clip_eps:0.1 entropy:1.195 +2026-01-07 10:30:07 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:301.70 total_reward_ma:232.98 loss:0.04532 fps:1227 +frame:4.60e+05 wall_t:375 t:28750 epi:nan +opt_step:7168 lr:0.0002385 clip_eps:0.1 entropy:1.21 +2026-01-07 10:30:15 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:295.55 total_reward_ma:234.31 loss:0.02922 fps:1227 +frame:4.70e+05 wall_t:383 t:29375 epi:nan +opt_step:7328 lr:0.0002383 clip_eps:0.1 entropy:1.22 +2026-01-07 10:30:23 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:300.05 total_reward_ma:235.68 loss:0.03719 fps:1228 +frame:4.80e+05 wall_t:391 t:30000 epi:nan +opt_step:7488 lr:0.000238 clip_eps:0.1 entropy:1.219 +2026-01-07 10:30:31 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:305.85 total_reward_ma:237.11 loss:0.03003 fps:1231 +frame:4.90e+05 wall_t:398 t:30625 epi:nan +opt_step:7648 lr:0.0002378 clip_eps:0.1 entropy:1.092 +2026-01-07 10:30:39 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:316.25 total_reward_ma:238.70 loss:0.02856 fps:1232 +frame:5.00e+05 wall_t:406 t:31250 epi:nan +opt_step:7808 lr:0.0002375 clip_eps:0.1 entropy:1.036 +2026-01-07 10:30:46 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:308.85 total_reward_ma:240.07 loss:0.05032 fps:1235 +frame:5.10e+05 wall_t:413 t:31875 epi:nan +opt_step:7968 lr:0.0002373 clip_eps:0.1 entropy:1.049 +2026-01-07 10:30:53 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:317.60 total_reward_ma:241.56 loss:0.04562 fps:1238 +frame:5.20e+05 wall_t:420 t:32500 epi:nan +opt_step:8096 lr:0.000237 clip_eps:0.1 entropy:1.195 +2026-01-07 10:31:01 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:315.50 total_reward_ma:242.96 loss:0.03652 fps:1238 +frame:5.30e+05 wall_t:428 t:33125 epi:nan +opt_step:8256 lr:0.0002368 clip_eps:0.1 entropy:1.205 +2026-01-07 10:31:09 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:299.80 total_reward_ma:244.01 loss:0.04845 fps:1239 +frame:5.40e+05 wall_t:436 t:33750 epi:nan +opt_step:8416 lr:0.0002365 clip_eps:0.1 entropy:1.088 +2026-01-07 10:31:15 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:281.05 total_reward_ma:244.68 loss:0.06997 fps:1244 +frame:5.50e+05 wall_t:442 t:34375 epi:nan +opt_step:8576 lr:0.0002363 clip_eps:0.1 entropy:1.205 +2026-01-07 10:31:21 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:284.15 total_reward_ma:245.39 loss:0.02737 fps:1250 +frame:5.60e+05 wall_t:448 t:35000 epi:nan +opt_step:8736 lr:0.000236 clip_eps:0.1 entropy:1.167 +2026-01-07 10:31:27 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:278.30 total_reward_ma:245.96 loss:0.03114 fps:1256 +frame:5.70e+05 wall_t:454 t:35625 epi:nan +opt_step:8896 lr:0.0002358 clip_eps:0.1 entropy:1.018 +2026-01-07 10:31:33 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:274.70 total_reward_ma:246.46 loss:0.03009 fps:1261 +frame:5.80e+05 wall_t:460 t:36250 epi:nan +opt_step:9056 lr:0.0002355 clip_eps:0.1 entropy:1.132 +2026-01-07 10:31:39 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:275.70 total_reward_ma:246.96 loss:0.03601 fps:1266 +frame:5.90e+05 wall_t:466 t:36875 epi:nan +opt_step:9216 lr:0.0002353 clip_eps:0.1 entropy:0.9947 +2026-01-07 10:31:47 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:288.10 total_reward_ma:247.64 loss:0.03853 fps:1266 +frame:6.00e+05 wall_t:474 t:37500 epi:nan +opt_step:9344 lr:0.000235 clip_eps:0.1 entropy:1.052 +2026-01-07 10:31:55 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:302.60 total_reward_ma:248.54 loss:0.02068 fps:1266 +frame:6.10e+05 wall_t:482 t:38125 epi:nan +opt_step:9504 lr:0.0002348 clip_eps:0.1 entropy:1.075 +2026-01-07 10:32:02 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:305.55 total_reward_ma:249.46 loss:0.02865 fps:1268 +frame:6.20e+05 wall_t:489 t:38750 epi:nan +opt_step:9664 lr:0.0002345 clip_eps:0.1 entropy:1.13 +2026-01-07 10:32:10 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:311.35 total_reward_ma:250.44 loss:0.0185 fps:1268 +frame:6.30e+05 wall_t:497 t:39375 epi:nan +opt_step:9824 lr:0.0002343 clip_eps:0.1 entropy:1.014 +2026-01-07 10:32:18 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:317.85 total_reward_ma:251.50 loss:0.03464 fps:1267 +frame:6.40e+05 wall_t:505 t:40000 epi:nan +opt_step:9984 lr:0.000234 clip_eps:0.1 entropy:1.052 +2026-01-07 10:32:24 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:333.15 total_reward_ma:252.75 loss:0.03768 fps:1272 +frame:6.50e+05 wall_t:511 t:40625 epi:nan +opt_step:10144 lr:0.0002338 clip_eps:0.1 entropy:1.091 +2026-01-07 10:32:30 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:325.85 total_reward_ma:253.86 loss:0.01966 fps:1277 +frame:6.60e+05 wall_t:517 t:41250 epi:nan +opt_step:10304 lr:0.0002335 clip_eps:0.1 entropy:1.055 +2026-01-07 10:32:36 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:326.45 total_reward_ma:254.94 loss:0.03609 fps:1281 +frame:6.70e+05 wall_t:523 t:41875 epi:nan +opt_step:10464 lr:0.0002333 clip_eps:0.1 entropy:1.112 +2026-01-07 10:32:42 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:323.55 total_reward_ma:255.95 loss:0.03121 fps:1285 +frame:6.80e+05 wall_t:529 t:42500 epi:nan +opt_step:10624 lr:0.000233 clip_eps:0.1 entropy:0.9771 +2026-01-07 10:32:48 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:315.85 total_reward_ma:256.82 loss:0.04331 fps:1290 +frame:6.90e+05 wall_t:535 t:43125 epi:nan +opt_step:10752 lr:0.0002328 clip_eps:0.1 entropy:1.127 +2026-01-07 10:32:55 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:310.65 total_reward_ma:257.59 loss:0.07415 fps:1292 +frame:7.00e+05 wall_t:542 t:43750 epi:nan +opt_step:10912 lr:0.0002325 clip_eps:0.1 entropy:1.127 +2026-01-07 10:33:02 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:311.60 total_reward_ma:258.35 loss:0.024 fps:1293 +frame:7.10e+05 wall_t:549 t:44375 epi:nan +opt_step:11072 lr:0.0002323 clip_eps:0.1 entropy:1.08 +2026-01-07 10:33:08 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:316.55 total_reward_ma:259.16 loss:0.04332 fps:1295 +frame:7.20e+05 wall_t:556 t:45000 epi:nan +opt_step:11232 lr:0.000232 clip_eps:0.1 entropy:0.9823 +2026-01-07 10:33:15 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:313.15 total_reward_ma:259.90 loss:0.01772 fps:1299 +frame:7.30e+05 wall_t:562 t:45625 epi:nan +opt_step:11392 lr:0.0002318 clip_eps:0.1 entropy:1.106 +2026-01-07 10:33:21 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:314.75 total_reward_ma:260.64 loss:0.02624 fps:1303 +frame:7.40e+05 wall_t:568 t:46250 epi:nan +opt_step:11552 lr:0.0002315 clip_eps:0.1 entropy:1.051 +2026-01-07 10:33:27 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:323.55 total_reward_ma:261.48 loss:0.02776 fps:1307 +frame:7.50e+05 wall_t:574 t:46875 epi:nan +opt_step:11712 lr:0.0002313 clip_eps:0.1 entropy:1.114 +2026-01-07 10:33:34 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:321.25 total_reward_ma:262.27 loss:0.02979 fps:1308 +frame:7.60e+05 wall_t:581 t:47500 epi:nan +opt_step:11872 lr:0.000231 clip_eps:0.1 entropy:1.177 +2026-01-07 10:33:39 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:330.55 total_reward_ma:263.15 loss:0.05999 fps:1312 +frame:7.70e+05 wall_t:587 t:48125 epi:nan +opt_step:12000 lr:0.0002308 clip_eps:0.1 entropy:1.111 +2026-01-07 10:33:46 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:328.05 total_reward_ma:263.98 loss:0.05536 fps:1315 +frame:7.80e+05 wall_t:593 t:48750 epi:nan +opt_step:12160 lr:0.0002305 clip_eps:0.1 entropy:1.026 +2026-01-07 10:33:54 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:333.05 total_reward_ma:264.86 loss:0.02754 fps:1314 +frame:7.90e+05 wall_t:601 t:49375 epi:nan +opt_step:12320 lr:0.0002303 clip_eps:0.1 entropy:1.092 +2026-01-07 10:34:02 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:350.65 total_reward_ma:265.93 loss:0.03877 fps:1314 +frame:8.00e+05 wall_t:609 t:50000 epi:nan +opt_step:12480 lr:0.00023 clip_eps:0.1 entropy:0.9431 +2026-01-07 10:34:10 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:353.75 total_reward_ma:267.02 loss:0.03415 fps:1313 +frame:8.10e+05 wall_t:617 t:50625 epi:nan +opt_step:12640 lr:0.0002298 clip_eps:0.1 entropy:1.047 +2026-01-07 10:34:19 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:353.00 total_reward_ma:268.06 loss:0.03545 fps:1310 +frame:8.20e+05 wall_t:626 t:51250 epi:nan +opt_step:12800 lr:0.0002295 clip_eps:0.1 entropy:1.032 +2026-01-07 10:34:28 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:339.20 total_reward_ma:268.92 loss:0.05026 fps:1307 +frame:8.30e+05 wall_t:635 t:51875 epi:nan +opt_step:12960 lr:0.0002293 clip_eps:0.1 entropy:1.014 +2026-01-07 10:34:36 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:338.05 total_reward_ma:269.74 loss:0.03108 fps:1304 +frame:8.40e+05 wall_t:644 t:52500 epi:nan +opt_step:13120 lr:0.000229 clip_eps:0.1 entropy:0.9726 +2026-01-07 10:34:46 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:343.60 total_reward_ma:270.61 loss:0.03655 fps:1302 +frame:8.50e+05 wall_t:653 t:53125 epi:nan +opt_step:13280 lr:0.0002288 clip_eps:0.1 entropy:1.073 +2026-01-07 10:34:53 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:329.50 total_reward_ma:271.30 loss:0.01948 fps:1303 +frame:8.60e+05 wall_t:660 t:53750 epi:nan +opt_step:13408 lr:0.0002285 clip_eps:0.1 entropy:0.9836 +2026-01-07 10:35:00 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:340.70 total_reward_ma:272.10 loss:0.02397 fps:1304 +frame:8.70e+05 wall_t:667 t:54375 epi:nan +opt_step:13568 lr:0.0002283 clip_eps:0.1 entropy:1.015 +2026-01-07 10:35:08 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:340.70 total_reward_ma:272.88 loss:0.04968 fps:1304 +frame:8.80e+05 wall_t:675 t:55000 epi:nan +opt_step:13728 lr:0.000228 clip_eps:0.1 entropy:1.042 +2026-01-07 10:35:16 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:344.90 total_reward_ma:273.68 loss:0.02763 fps:1303 +frame:8.90e+05 wall_t:683 t:55625 epi:nan +opt_step:13888 lr:0.0002278 clip_eps:0.1 entropy:0.978 +2026-01-07 10:35:24 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:353.20 total_reward_ma:274.57 loss:0.03262 fps:1302 +frame:9.00e+05 wall_t:691 t:56250 epi:nan +opt_step:14048 lr:0.0002275 clip_eps:0.1 entropy:1.018 +2026-01-07 10:35:31 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:347.85 total_reward_ma:275.37 loss:0.04205 fps:1302 +frame:9.10e+05 wall_t:699 t:56875 epi:nan +opt_step:14208 lr:0.0002273 clip_eps:0.1 entropy:1.011 +2026-01-07 10:35:40 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:359.40 total_reward_ma:276.29 loss:0.03623 fps:1301 +frame:9.20e+05 wall_t:707 t:57500 epi:nan +opt_step:14368 lr:0.000227 clip_eps:0.1 entropy:1.027 +2026-01-07 10:35:49 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:352.30 total_reward_ma:277.10 loss:0.04715 fps:1299 +frame:9.30e+05 wall_t:716 t:58125 epi:nan +opt_step:14528 lr:0.0002268 clip_eps:0.1 entropy:1.108 +2026-01-07 10:35:56 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:349.40 total_reward_ma:277.87 loss:0.05526 fps:1300 +frame:9.40e+05 wall_t:723 t:58750 epi:nan +opt_step:14656 lr:0.0002266 clip_eps:0.1 entropy:1.034 +2026-01-07 10:36:03 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:357.70 total_reward_ma:278.71 loss:0.03298 fps:1301 +frame:9.50e+05 wall_t:730 t:59375 epi:nan +opt_step:14816 lr:0.0002263 clip_eps:0.1 entropy:1.012 +2026-01-07 10:36:11 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:361.40 total_reward_ma:279.57 loss:0.03109 fps:1301 +frame:9.60e+05 wall_t:738 t:60000 epi:nan +opt_step:14976 lr:0.000226 clip_eps:0.1 entropy:0.9812 +2026-01-07 10:36:18 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:360.10 total_reward_ma:280.40 loss:0.04683 fps:1302 +frame:9.70e+05 wall_t:745 t:60625 epi:nan +opt_step:15136 lr:0.0002258 clip_eps:0.1 entropy:0.9559 +2026-01-07 10:36:26 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:372.10 total_reward_ma:281.34 loss:0.04962 fps:1301 +frame:9.80e+05 wall_t:753 t:61250 epi:nan +opt_step:15296 lr:0.0002255 clip_eps:0.1 entropy:0.8778 +2026-01-07 10:36:34 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:367.05 total_reward_ma:282.21 loss:0.02794 fps:1301 +frame:9.90e+05 wall_t:761 t:61875 epi:nan +opt_step:15456 lr:0.0002253 clip_eps:0.1 entropy:1.008 +2026-01-07 10:36:42 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:364.90 total_reward_ma:283.03 loss:0.0185 fps:1300 +frame:1.00e+06 wall_t:769 t:62500 epi:nan +opt_step:15616 lr:0.000225 clip_eps:0.1 entropy:1.046 +2026-01-07 10:36:50 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:366.30 total_reward_ma:285.69 loss:0.01534 fps:1300 +frame:1.01e+06 wall_t:777 t:63125 epi:nan +opt_step:15776 lr:0.0002248 clip_eps:0.1 entropy:1.118 +2026-01-07 10:36:58 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:378.35 total_reward_ma:288.27 loss:0.02273 fps:1299 +frame:1.02e+06 wall_t:785 t:63750 epi:nan +opt_step:15936 lr:0.0002245 clip_eps:0.1 entropy:1.091 +2026-01-07 10:37:05 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:379.80 total_reward_ma:290.73 loss:0.01532 fps:1301 +frame:1.03e+06 wall_t:792 t:64375 epi:nan +opt_step:16064 lr:0.0002243 clip_eps:0.1 entropy:0.9394 +2026-01-07 10:37:13 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:393.70 total_reward_ma:293.28 loss:0.02691 fps:1300 +frame:1.04e+06 wall_t:800 t:65000 epi:nan +opt_step:16224 lr:0.000224 clip_eps:0.1 entropy:0.9719 +2026-01-07 10:37:22 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:397.85 total_reward_ma:295.80 loss:0.01462 fps:1298 +frame:1.05e+06 wall_t:809 t:65625 epi:nan +opt_step:16384 lr:0.0002238 clip_eps:0.1 entropy:1.067 +2026-01-07 10:37:29 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:400.50 total_reward_ma:298.17 loss:0.03209 fps:1297 +frame:1.06e+06 wall_t:817 t:66250 epi:nan +opt_step:16544 lr:0.0002235 clip_eps:0.1 entropy:1.025 +2026-01-07 10:37:37 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:405.10 total_reward_ma:300.49 loss:0.04054 fps:1299 +frame:1.07e+06 wall_t:824 t:66875 epi:nan +opt_step:16704 lr:0.0002233 clip_eps:0.1 entropy:1.051 +2026-01-07 10:37:45 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:407.75 total_reward_ma:302.69 loss:0.02331 fps:1298 +frame:1.08e+06 wall_t:832 t:67500 epi:nan +opt_step:16864 lr:0.000223 clip_eps:0.1 entropy:1.031 +2026-01-07 10:37:53 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:396.05 total_reward_ma:304.68 loss:0.02157 fps:1298 +frame:1.09e+06 wall_t:840 t:68125 epi:nan +opt_step:17024 lr:0.0002228 clip_eps:0.1 entropy:0.9914 +2026-01-07 10:38:01 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:395.20 total_reward_ma:306.60 loss:0.05344 fps:1297 +frame:1.10e+06 wall_t:848 t:68750 epi:nan +opt_step:17184 lr:0.0002225 clip_eps:0.1 entropy:1.03 +2026-01-07 10:38:09 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:388.75 total_reward_ma:308.54 loss:0.0718 fps:1297 +frame:1.11e+06 wall_t:856 t:69375 epi:nan +opt_step:17312 lr:0.0002223 clip_eps:0.1 entropy:1.054 +2026-01-07 10:38:17 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:374.15 total_reward_ma:310.28 loss:0.03696 fps:1295 +frame:1.12e+06 wall_t:865 t:70000 epi:nan +opt_step:17472 lr:0.000222 clip_eps:0.1 entropy:0.9114 +2026-01-07 10:38:25 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:379.85 total_reward_ma:312.21 loss:0.03782 fps:1296 +frame:1.13e+06 wall_t:872 t:70625 epi:nan +opt_step:17632 lr:0.0002218 clip_eps:0.1 entropy:0.9234 +2026-01-07 10:38:33 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:369.10 total_reward_ma:314.04 loss:0.02085 fps:1295 +frame:1.14e+06 wall_t:880 t:71250 epi:nan +opt_step:17792 lr:0.0002215 clip_eps:0.1 entropy:1.092 +2026-01-07 10:38:41 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:379.85 total_reward_ma:315.97 loss:0.0373 fps:1294 +frame:1.15e+06 wall_t:889 t:71875 epi:nan +opt_step:17952 lr:0.0002213 clip_eps:0.1 entropy:0.9546 +2026-01-07 10:38:50 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:389.70 total_reward_ma:317.87 loss:0.02102 fps:1293 +frame:1.16e+06 wall_t:897 t:72500 epi:nan +opt_step:18112 lr:0.000221 clip_eps:0.1 entropy:1.024 +2026-01-07 10:38:58 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:401.75 total_reward_ma:319.92 loss:0.03529 fps:1293 +frame:1.17e+06 wall_t:905 t:73125 epi:nan +opt_step:18272 lr:0.0002208 clip_eps:0.1 entropy:0.926 +2026-01-07 10:39:05 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:407.45 total_reward_ma:321.87 loss:0.04164 fps:1294 +frame:1.18e+06 wall_t:912 t:73750 epi:nan +opt_step:18432 lr:0.0002205 clip_eps:0.1 entropy:0.9986 +2026-01-07 10:39:12 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:416.00 total_reward_ma:323.82 loss:0.02357 fps:1293 +frame:1.19e+06 wall_t:920 t:74375 epi:nan +opt_step:18592 lr:0.0002203 clip_eps:0.1 entropy:1.064 +2026-01-07 10:39:20 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:415.45 total_reward_ma:325.76 loss:0.03919 fps:1294 +frame:1.20e+06 wall_t:927 t:75000 epi:nan +opt_step:18720 lr:0.00022 clip_eps:0.1 entropy:0.963 +2026-01-07 10:39:28 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:430.25 total_reward_ma:327.84 loss:0.06124 fps:1294 +frame:1.21e+06 wall_t:935 t:75625 epi:nan +opt_step:18880 lr:0.0002198 clip_eps:0.1 entropy:0.9062 +2026-01-07 10:39:37 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:427.55 total_reward_ma:329.82 loss:0.04171 fps:1292 +frame:1.22e+06 wall_t:944 t:76250 epi:nan +opt_step:19040 lr:0.0002195 clip_eps:0.1 entropy:0.866 +2026-01-07 10:39:44 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:423.30 total_reward_ma:331.71 loss:0.03779 fps:1293 +frame:1.23e+06 wall_t:951 t:76875 epi:nan +opt_step:19200 lr:0.0002193 clip_eps:0.1 entropy:1.013 +2026-01-07 10:39:52 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:427.95 total_reward_ma:333.57 loss:0.07338 fps:1293 +frame:1.24e+06 wall_t:959 t:77500 epi:nan +opt_step:19360 lr:0.000219 clip_eps:0.1 entropy:0.7978 +2026-01-07 10:39:59 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:423.70 total_reward_ma:335.30 loss:0.04945 fps:1294 +frame:1.25e+06 wall_t:966 t:78125 epi:nan +opt_step:19520 lr:0.0002188 clip_eps:0.1 entropy:1.029 +2026-01-07 10:40:07 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:434.95 total_reward_ma:337.00 loss:0.0354 fps:1294 +frame:1.26e+06 wall_t:974 t:78750 epi:nan +opt_step:19680 lr:0.0002185 clip_eps:0.1 entropy:0.8535 +2026-01-07 10:40:16 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:443.05 total_reward_ma:338.66 loss:0.04009 fps:1292 +frame:1.27e+06 wall_t:983 t:79375 epi:nan +opt_step:19840 lr:0.0002183 clip_eps:0.1 entropy:0.9935 +2026-01-07 10:40:24 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:439.55 total_reward_ma:340.34 loss:0.04097 fps:1292 +frame:1.28e+06 wall_t:991 t:80000 epi:nan +opt_step:20000 lr:0.000218 clip_eps:0.1 entropy:0.8568 +2026-01-07 10:40:32 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:442.50 total_reward_ma:342.03 loss:0.08172 fps:1291 +frame:1.29e+06 wall_t:999 t:80625 epi:nan +opt_step:20128 lr:0.0002178 clip_eps:0.1 entropy:0.9579 +2026-01-07 10:40:39 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:436.85 total_reward_ma:343.77 loss:0.03924 fps:1292 +frame:1.30e+06 wall_t:1006 t:81250 epi:nan +opt_step:20288 lr:0.0002175 clip_eps:0.1 entropy:0.9389 +2026-01-07 10:40:46 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:436.95 total_reward_ma:345.50 loss:0.05319 fps:1292 +frame:1.31e+06 wall_t:1014 t:81875 epi:nan +opt_step:20448 lr:0.0002173 clip_eps:0.1 entropy:1.079 +2026-01-07 10:40:54 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:414.95 total_reward_ma:346.95 loss:0.04351 fps:1293 +frame:1.32e+06 wall_t:1021 t:82500 epi:nan +opt_step:20608 lr:0.000217 clip_eps:0.1 entropy:0.9814 +2026-01-07 10:41:02 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:416.20 total_reward_ma:348.39 loss:0.03494 fps:1293 +frame:1.33e+06 wall_t:1029 t:83125 epi:nan +opt_step:20768 lr:0.0002168 clip_eps:0.1 entropy:0.9998 +2026-01-07 10:41:11 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:414.85 total_reward_ma:349.75 loss:0.03179 fps:1291 +frame:1.34e+06 wall_t:1038 t:83750 epi:nan +opt_step:20928 lr:0.0002165 clip_eps:0.1 entropy:0.9628 +2026-01-07 10:41:18 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:422.65 total_reward_ma:351.05 loss:0.0362 fps:1292 +frame:1.35e+06 wall_t:1045 t:84375 epi:nan +opt_step:21088 lr:0.0002163 clip_eps:0.1 entropy:1.084 +2026-01-07 10:41:26 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:429.80 total_reward_ma:352.39 loss:0.05676 fps:1292 +frame:1.36e+06 wall_t:1053 t:85000 epi:nan +opt_step:21248 lr:0.000216 clip_eps:0.1 entropy:0.9922 +2026-01-07 10:41:31 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:433.95 total_reward_ma:353.74 loss:0.041 fps:1295 +frame:1.37e+06 wall_t:1058 t:85625 epi:nan +opt_step:21376 lr:0.0002158 clip_eps:0.1 entropy:1.03 +2026-01-07 10:41:37 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:439.40 total_reward_ma:355.23 loss:0.02485 fps:1297 +frame:1.38e+06 wall_t:1064 t:86250 epi:nan +opt_step:21536 lr:0.0002155 clip_eps:0.1 entropy:1.126 +2026-01-07 10:41:43 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:451.90 total_reward_ma:356.88 loss:0.04932 fps:1298 +frame:1.39e+06 wall_t:1071 t:86875 epi:nan +opt_step:21696 lr:0.0002153 clip_eps:0.1 entropy:0.926 +2026-01-07 10:41:50 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:437.45 total_reward_ma:358.44 loss:0.05231 fps:1300 +frame:1.40e+06 wall_t:1077 t:87500 epi:nan +opt_step:21856 lr:0.000215 clip_eps:0.1 entropy:0.9752 +2026-01-07 10:41:56 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:417.15 total_reward_ma:359.70 loss:0.04443 fps:1302 +frame:1.41e+06 wall_t:1083 t:88125 epi:nan +opt_step:22016 lr:0.0002148 clip_eps:0.1 entropy:0.9733 +2026-01-07 10:42:02 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:409.85 total_reward_ma:360.79 loss:0.03968 fps:1304 +frame:1.42e+06 wall_t:1089 t:88750 epi:nan +opt_step:22176 lr:0.0002145 clip_eps:0.1 entropy:0.884 +2026-01-07 10:42:08 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:410.50 total_reward_ma:361.87 loss:0.04953 fps:1306 +frame:1.43e+06 wall_t:1095 t:89375 epi:nan +opt_step:22336 lr:0.0002143 clip_eps:0.1 entropy:0.9228 +2026-01-07 10:42:16 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:393.05 total_reward_ma:362.90 loss:0.04528 fps:1306 +frame:1.44e+06 wall_t:1103 t:90000 epi:nan +opt_step:22496 lr:0.000214 clip_eps:0.1 entropy:1.024 +2026-01-07 10:42:24 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:396.05 total_reward_ma:363.85 loss:0.04533 fps:1305 +frame:1.45e+06 wall_t:1111 t:90625 epi:nan +opt_step:22656 lr:0.0002138 clip_eps:0.1 entropy:0.9427 +2026-01-07 10:42:31 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:404.20 total_reward_ma:364.87 loss:0.03533 fps:1306 +frame:1.46e+06 wall_t:1118 t:91250 epi:nan +opt_step:22784 lr:0.0002135 clip_eps:0.1 entropy:0.7781 +2026-01-07 10:42:38 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:418.90 total_reward_ma:366.11 loss:0.0487 fps:1307 +frame:1.47e+06 wall_t:1125 t:91875 epi:nan +opt_step:22944 lr:0.0002133 clip_eps:0.1 entropy:0.916 +2026-01-07 10:42:46 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:435.90 total_reward_ma:367.47 loss:0.07518 fps:1306 +frame:1.48e+06 wall_t:1133 t:92500 epi:nan +opt_step:23104 lr:0.000213 clip_eps:0.1 entropy:1.025 +2026-01-07 10:42:54 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:438.40 total_reward_ma:368.79 loss:0.03983 fps:1306 +frame:1.49e+06 wall_t:1141 t:93125 epi:nan +opt_step:23264 lr:0.0002128 clip_eps:0.1 entropy:0.7672 +2026-01-07 10:43:01 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:431.15 total_reward_ma:369.94 loss:0.04585 fps:1305 +frame:1.50e+06 wall_t:1149 t:93750 epi:nan +opt_step:23424 lr:0.0002125 clip_eps:0.1 entropy:0.9969 +2026-01-07 10:43:09 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:441.15 total_reward_ma:371.26 loss:0.06039 fps:1306 +frame:1.51e+06 wall_t:1156 t:94375 epi:nan +opt_step:23584 lr:0.0002123 clip_eps:0.1 entropy:0.9163 +2026-01-07 10:43:17 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:441.70 total_reward_ma:372.50 loss:0.05063 fps:1306 +frame:1.52e+06 wall_t:1164 t:95000 epi:nan +opt_step:23744 lr:0.000212 clip_eps:0.1 entropy:0.8244 +2026-01-07 10:43:24 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:433.90 total_reward_ma:373.69 loss:0.07082 fps:1307 +frame:1.53e+06 wall_t:1171 t:95625 epi:nan +opt_step:23904 lr:0.0002118 clip_eps:0.1 entropy:0.8939 +2026-01-07 10:43:31 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:440.90 total_reward_ma:375.10 loss:0.02575 fps:1306 +frame:1.54e+06 wall_t:1179 t:96250 epi:nan +opt_step:24032 lr:0.0002115 clip_eps:0.1 entropy:0.8379 +2026-01-07 10:43:39 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:430.90 total_reward_ma:376.60 loss:0.05153 fps:1307 +frame:1.55e+06 wall_t:1186 t:96875 epi:nan +opt_step:24192 lr:0.0002113 clip_eps:0.1 entropy:0.9591 +2026-01-07 10:43:46 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:427.50 total_reward_ma:378.03 loss:0.05172 fps:1308 +frame:1.56e+06 wall_t:1193 t:97500 epi:nan +opt_step:24352 lr:0.000211 clip_eps:0.1 entropy:0.896 +2026-01-07 10:43:54 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:424.35 total_reward_ma:379.49 loss:0.06822 fps:1307 +frame:1.57e+06 wall_t:1201 t:98125 epi:nan +opt_step:24512 lr:0.0002108 clip_eps:0.1 entropy:0.8186 +2026-01-07 10:44:01 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:415.00 total_reward_ma:380.90 loss:0.05439 fps:1308 +frame:1.58e+06 wall_t:1208 t:98750 epi:nan +opt_step:24672 lr:0.0002105 clip_eps:0.1 entropy:0.8356 +2026-01-07 10:44:09 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:419.80 total_reward_ma:382.34 loss:0.04574 fps:1308 +frame:1.59e+06 wall_t:1216 t:99375 epi:nan +opt_step:24832 lr:0.0002103 clip_eps:0.1 entropy:1.057 +2026-01-07 10:44:16 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:405.40 total_reward_ma:383.51 loss:0.07086 fps:1308 +frame:1.60e+06 wall_t:1223 t:100000 epi:nan +opt_step:24992 lr:0.00021 clip_eps:0.1 entropy:0.8092 +2026-01-07 10:44:24 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:406.50 total_reward_ma:384.55 loss:0.08735 fps:1307 +frame:1.61e+06 wall_t:1232 t:100625 epi:nan +opt_step:25152 lr:0.0002098 clip_eps:0.1 entropy:0.9841 +2026-01-07 10:44:33 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:402.95 total_reward_ma:385.52 loss:0.0412 fps:1305 +frame:1.62e+06 wall_t:1241 t:101250 epi:nan +opt_step:25312 lr:0.0002095 clip_eps:0.1 entropy:0.9522 +2026-01-07 10:44:40 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:406.45 total_reward_ma:386.47 loss:0.03083 fps:1307 +frame:1.63e+06 wall_t:1247 t:101875 epi:nan +opt_step:25440 lr:0.0002093 clip_eps:0.1 entropy:1.032 +2026-01-07 10:44:48 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:413.70 total_reward_ma:387.43 loss:0.05072 fps:1307 +frame:1.64e+06 wall_t:1255 t:102500 epi:nan +opt_step:25600 lr:0.000209 clip_eps:0.1 entropy:0.8682 +2026-01-07 10:44:56 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:405.85 total_reward_ma:388.16 loss:0.05259 fps:1306 +frame:1.65e+06 wall_t:1263 t:103125 epi:nan +opt_step:25760 lr:0.0002088 clip_eps:0.1 entropy:0.965 +2026-01-07 10:45:03 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:413.65 total_reward_ma:389.04 loss:0.05685 fps:1307 +frame:1.66e+06 wall_t:1270 t:103750 epi:nan +opt_step:25920 lr:0.0002085 clip_eps:0.1 entropy:0.8502 +2026-01-07 10:45:11 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:411.80 total_reward_ma:389.89 loss:0.07765 fps:1307 +frame:1.67e+06 wall_t:1278 t:104375 epi:nan +opt_step:26080 lr:0.0002083 clip_eps:0.1 entropy:1.003 +2026-01-07 10:45:18 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:411.60 total_reward_ma:390.77 loss:0.05274 fps:1307 +frame:1.68e+06 wall_t:1285 t:105000 epi:nan +opt_step:26240 lr:0.000208 clip_eps:0.1 entropy:0.9653 +2026-01-07 10:45:26 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:420.45 total_reward_ma:391.82 loss:0.04498 fps:1307 +frame:1.69e+06 wall_t:1293 t:105625 epi:nan +opt_step:26400 lr:0.0002078 clip_eps:0.1 entropy:0.9654 +2026-01-07 10:45:34 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:419.75 total_reward_ma:392.91 loss:0.04218 fps:1306 +frame:1.70e+06 wall_t:1302 t:106250 epi:nan +opt_step:26560 lr:0.0002075 clip_eps:0.1 entropy:0.9288 +2026-01-07 10:45:42 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:425.95 total_reward_ma:394.05 loss:0.05674 fps:1306 +frame:1.71e+06 wall_t:1309 t:106875 epi:nan +opt_step:26688 lr:0.0002073 clip_eps:0.1 entropy:1.094 +2026-01-07 10:45:51 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:428.20 total_reward_ma:395.17 loss:0.02442 fps:1305 +frame:1.72e+06 wall_t:1318 t:107500 epi:nan +opt_step:26848 lr:0.000207 clip_eps:0.1 entropy:1.012 +2026-01-07 10:45:58 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:429.75 total_reward_ma:396.33 loss:0.04301 fps:1305 +frame:1.73e+06 wall_t:1326 t:108125 epi:nan +opt_step:27008 lr:0.0002068 clip_eps:0.1 entropy:0.9572 +2026-01-07 10:46:06 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:422.60 total_reward_ma:397.41 loss:0.03803 fps:1305 +frame:1.74e+06 wall_t:1333 t:108750 epi:nan +opt_step:27168 lr:0.0002065 clip_eps:0.1 entropy:1.005 +2026-01-07 10:46:14 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:417.15 total_reward_ma:398.35 loss:0.05414 fps:1305 +frame:1.75e+06 wall_t:1341 t:109375 epi:nan +opt_step:27328 lr:0.0002063 clip_eps:0.1 entropy:0.9743 +2026-01-07 10:46:21 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:415.55 total_reward_ma:399.29 loss:0.03349 fps:1306 +frame:1.76e+06 wall_t:1348 t:110000 epi:nan +opt_step:27488 lr:0.000206 clip_eps:0.1 entropy:0.9496 +2026-01-07 10:46:28 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:421.20 total_reward_ma:400.20 loss:0.04366 fps:1305 +frame:1.77e+06 wall_t:1356 t:110625 epi:nan +opt_step:27648 lr:0.0002058 clip_eps:0.1 entropy:0.9565 +2026-01-07 10:46:36 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:419.70 total_reward_ma:401.11 loss:0.04427 fps:1306 +frame:1.78e+06 wall_t:1363 t:111250 epi:nan +opt_step:27808 lr:0.0002055 clip_eps:0.1 entropy:0.8966 +2026-01-07 10:46:43 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:416.75 total_reward_ma:401.95 loss:0.04005 fps:1306 +frame:1.79e+06 wall_t:1371 t:111875 epi:nan +opt_step:27968 lr:0.0002053 clip_eps:0.1 entropy:1.056 +2026-01-07 10:46:51 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:417.20 total_reward_ma:402.62 loss:0.01663 fps:1306 +frame:1.80e+06 wall_t:1378 t:112500 epi:nan +opt_step:28096 lr:0.000205 clip_eps:0.1 entropy:0.9256 +2026-01-07 10:46:58 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:429.45 total_reward_ma:403.37 loss:0.04952 fps:1306 +frame:1.81e+06 wall_t:1386 t:113125 epi:nan +opt_step:28256 lr:0.0002048 clip_eps:0.1 entropy:0.9116 +2026-01-07 10:47:06 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:438.50 total_reward_ma:404.23 loss:0.04916 fps:1307 +frame:1.82e+06 wall_t:1393 t:113750 epi:nan +opt_step:28416 lr:0.0002045 clip_eps:0.1 entropy:0.9588 +2026-01-07 10:47:13 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:443.15 total_reward_ma:405.27 loss:0.05495 fps:1306 +frame:1.83e+06 wall_t:1401 t:114375 epi:nan +opt_step:28576 lr:0.0002043 clip_eps:0.1 entropy:1.12 +2026-01-07 10:47:22 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:436.50 total_reward_ma:406.25 loss:0.04851 fps:1306 +frame:1.84e+06 wall_t:1409 t:115000 epi:nan +opt_step:28736 lr:0.000204 clip_eps:0.1 entropy:0.913 +2026-01-07 10:47:30 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:435.00 total_reward_ma:407.17 loss:0.07451 fps:1306 +frame:1.85e+06 wall_t:1417 t:115625 epi:nan +opt_step:28896 lr:0.0002038 clip_eps:0.1 entropy:1.052 +2026-01-07 10:47:39 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:447.15 total_reward_ma:408.34 loss:0.07188 fps:1304 +frame:1.86e+06 wall_t:1426 t:116250 epi:nan +opt_step:29056 lr:0.0002035 clip_eps:0.1 entropy:0.8375 +2026-01-07 10:47:46 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:446.35 total_reward_ma:409.40 loss:0.03494 fps:1305 +frame:1.87e+06 wall_t:1433 t:116875 epi:nan +opt_step:29216 lr:0.0002033 clip_eps:0.1 entropy:0.7847 +2026-01-07 10:47:53 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:453.85 total_reward_ma:410.53 loss:0.03886 fps:1305 +frame:1.88e+06 wall_t:1441 t:117500 epi:nan +opt_step:29344 lr:0.000203 clip_eps:0.1 entropy:0.8583 +2026-01-07 10:48:01 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:462.70 total_reward_ma:411.71 loss:0.02593 fps:1305 +frame:1.89e+06 wall_t:1448 t:118125 epi:nan +opt_step:29504 lr:0.0002028 clip_eps:0.1 entropy:0.9223 +2026-01-07 10:48:09 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:473.60 total_reward_ma:412.91 loss:0.03474 fps:1305 +frame:1.90e+06 wall_t:1456 t:118750 epi:nan +opt_step:29664 lr:0.0002025 clip_eps:0.1 entropy:0.8615 +2026-01-07 10:48:16 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:477.70 total_reward_ma:414.21 loss:0.04091 fps:1306 +frame:1.91e+06 wall_t:1463 t:119375 epi:nan +opt_step:29824 lr:0.0002023 clip_eps:0.1 entropy:0.8987 +2026-01-07 10:48:24 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:475.35 total_reward_ma:415.37 loss:0.0421 fps:1305 +frame:1.92e+06 wall_t:1471 t:120000 epi:nan +opt_step:29984 lr:0.000202 clip_eps:0.1 entropy:0.8335 +2026-01-07 10:48:31 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:477.95 total_reward_ma:416.63 loss:0.02134 fps:1306 +frame:1.93e+06 wall_t:1478 t:120625 epi:nan +opt_step:30144 lr:0.0002018 clip_eps:0.1 entropy:0.8771 +2026-01-07 10:48:39 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:470.85 total_reward_ma:417.84 loss:0.0532 fps:1306 +frame:1.94e+06 wall_t:1486 t:121250 epi:nan +opt_step:30304 lr:0.0002015 clip_eps:0.1 entropy:0.786 +2026-01-07 10:48:46 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:459.70 total_reward_ma:418.86 loss:0.02917 fps:1306 +frame:1.95e+06 wall_t:1493 t:121875 epi:nan +opt_step:30464 lr:0.0002013 clip_eps:0.1 entropy:0.9608 +2026-01-07 10:48:54 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:457.15 total_reward_ma:419.82 loss:0.03707 fps:1306 +frame:1.96e+06 wall_t:1501 t:122500 epi:nan +opt_step:30624 lr:0.000201 clip_eps:0.1 entropy:0.9102 +2026-01-07 10:49:02 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:444.55 total_reward_ma:420.66 loss:0.0391 fps:1306 +frame:1.97e+06 wall_t:1509 t:123125 epi:nan +opt_step:30752 lr:0.0002008 clip_eps:0.1 entropy:0.9444 +2026-01-07 10:49:09 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:437.55 total_reward_ma:421.32 loss:0.02259 fps:1306 +frame:1.98e+06 wall_t:1516 t:123750 epi:nan +opt_step:30912 lr:0.0002005 clip_eps:0.1 entropy:0.7973 +2026-01-07 10:49:17 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:449.50 total_reward_ma:422.14 loss:0.02279 fps:1306 +frame:1.99e+06 wall_t:1524 t:124375 epi:nan +opt_step:31072 lr:0.0002003 clip_eps:0.1 entropy:0.8042 +2026-01-07 10:49:25 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:460.45 total_reward_ma:423.10 loss:0.06534 fps:1305 +frame:2.00e+06 wall_t:1532 t:125000 epi:nan +opt_step:31232 lr:0.0002 clip_eps:0.1 entropy:0.9138 +2026-01-07 10:49:33 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:457.45 total_reward_ma:424.01 loss:0.02101 fps:1305 +frame:2.01e+06 wall_t:1540 t:125625 epi:nan +opt_step:31392 lr:0.0001998 clip_eps:0.1 entropy:1.004 +2026-01-07 10:49:41 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:460.65 total_reward_ma:424.83 loss:0.0497 fps:1305 +frame:2.02e+06 wall_t:1548 t:126250 epi:nan +opt_step:31552 lr:0.0001995 clip_eps:0.1 entropy:0.8536 +2026-01-07 10:49:49 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:465.70 total_reward_ma:425.69 loss:0.0341 fps:1305 +frame:2.03e+06 wall_t:1556 t:126875 epi:nan +opt_step:31712 lr:0.0001993 clip_eps:0.1 entropy:0.7946 +2026-01-07 10:49:56 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:464.40 total_reward_ma:426.40 loss:0.06317 fps:1305 +frame:2.04e+06 wall_t:1563 t:127500 epi:nan +opt_step:31872 lr:0.000199 clip_eps:0.1 entropy:0.8446 +2026-01-07 10:50:04 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:485.95 total_reward_ma:427.28 loss:0.03734 fps:1305 +frame:2.05e+06 wall_t:1571 t:128125 epi:nan +opt_step:32000 lr:0.0001988 clip_eps:0.1 entropy:0.8593 +2026-01-07 10:50:11 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:483.55 total_reward_ma:428.11 loss:0.03773 fps:1305 +frame:2.06e+06 wall_t:1579 t:128750 epi:nan +opt_step:32160 lr:0.0001985 clip_eps:0.1 entropy:0.7448 +2026-01-07 10:50:19 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:493.95 total_reward_ma:429.00 loss:0.03288 fps:1305 +frame:2.07e+06 wall_t:1586 t:129375 epi:nan +opt_step:32320 lr:0.0001983 clip_eps:0.1 entropy:0.716 +2026-01-07 10:50:27 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:491.40 total_reward_ma:429.84 loss:0.03299 fps:1305 +frame:2.08e+06 wall_t:1594 t:130000 epi:nan +opt_step:32480 lr:0.000198 clip_eps:0.1 entropy:0.8928 +2026-01-07 10:50:34 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:500.30 total_reward_ma:430.88 loss:0.05034 fps:1305 +frame:2.09e+06 wall_t:1601 t:130625 epi:nan +opt_step:32640 lr:0.0001978 clip_eps:0.1 entropy:0.8553 +2026-01-07 10:50:42 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:495.10 total_reward_ma:431.88 loss:0.02591 fps:1305 +frame:2.10e+06 wall_t:1609 t:131250 epi:nan +opt_step:32800 lr:0.0001975 clip_eps:0.1 entropy:0.7887 +2026-01-07 10:50:51 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:499.25 total_reward_ma:432.98 loss:0.06021 fps:1304 +frame:2.11e+06 wall_t:1618 t:131875 epi:nan +opt_step:32960 lr:0.0001973 clip_eps:0.1 entropy:0.923 +2026-01-07 10:50:59 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:498.40 total_reward_ma:434.23 loss:0.05159 fps:1304 +frame:2.12e+06 wall_t:1626 t:132500 epi:nan +opt_step:33120 lr:0.000197 clip_eps:0.1 entropy:0.7702 +2026-01-07 10:51:05 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:487.30 total_reward_ma:435.30 loss:0.05097 fps:1305 +frame:2.13e+06 wall_t:1632 t:133125 epi:nan +opt_step:33280 lr:0.0001968 clip_eps:0.1 entropy:0.8068 +2026-01-07 10:51:10 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:485.05 total_reward_ma:436.46 loss:0.04709 fps:1306 +frame:2.14e+06 wall_t:1638 t:133750 epi:nan +opt_step:33408 lr:0.0001965 clip_eps:0.1 entropy:0.9687 +2026-01-07 10:51:17 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:472.25 total_reward_ma:437.38 loss:0.03682 fps:1308 +frame:2.15e+06 wall_t:1644 t:134375 epi:nan +opt_step:33568 lr:0.0001963 clip_eps:0.1 entropy:0.9868 +2026-01-07 10:51:22 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:471.65 total_reward_ma:438.20 loss:0.02668 fps:1309 +frame:2.16e+06 wall_t:1650 t:135000 epi:nan +opt_step:33728 lr:0.000196 clip_eps:0.1 entropy:0.9145 +2026-01-07 10:51:28 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:481.45 total_reward_ma:439.00 loss:0.02079 fps:1311 +frame:2.17e+06 wall_t:1655 t:135625 epi:nan +opt_step:33888 lr:0.0001958 clip_eps:0.1 entropy:0.9906 +2026-01-07 10:51:35 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:486.05 total_reward_ma:439.79 loss:0.04899 fps:1312 +frame:2.18e+06 wall_t:1662 t:136250 epi:nan +opt_step:34048 lr:0.0001955 clip_eps:0.1 entropy:0.9903 +2026-01-07 10:51:41 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:474.35 total_reward_ma:440.37 loss:0.05949 fps:1312 +frame:2.19e+06 wall_t:1669 t:136875 epi:nan +opt_step:34208 lr:0.0001953 clip_eps:0.1 entropy:1.013 +2026-01-07 10:51:49 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:473.90 total_reward_ma:440.95 loss:0.04376 fps:1312 +frame:2.20e+06 wall_t:1677 t:137500 epi:nan +opt_step:34368 lr:0.000195 clip_eps:0.1 entropy:0.914 +2026-01-07 10:51:57 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:485.60 total_reward_ma:441.51 loss:0.05749 fps:1312 +frame:2.21e+06 wall_t:1684 t:138125 epi:nan +opt_step:34528 lr:0.0001948 clip_eps:0.1 entropy:0.9646 +2026-01-07 10:52:05 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:479.50 total_reward_ma:442.03 loss:0.04962 fps:1312 +frame:2.22e+06 wall_t:1692 t:138750 epi:nan +opt_step:34656 lr:0.0001946 clip_eps:0.1 entropy:1.076 +2026-01-07 10:52:12 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:492.85 total_reward_ma:442.72 loss:0.02709 fps:1312 +frame:2.23e+06 wall_t:1700 t:139375 epi:nan +opt_step:34816 lr:0.0001943 clip_eps:0.1 entropy:0.9981 +2026-01-07 10:52:21 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:487.25 total_reward_ma:443.32 loss:0.08661 fps:1311 +frame:2.24e+06 wall_t:1708 t:140000 epi:nan +opt_step:34976 lr:0.000194 clip_eps:0.1 entropy:1.138 +2026-01-07 10:52:29 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:469.60 total_reward_ma:443.77 loss:0.05209 fps:1311 +frame:2.25e+06 wall_t:1716 t:140625 epi:nan +opt_step:35136 lr:0.0001938 clip_eps:0.1 entropy:0.9814 +2026-01-07 10:52:36 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:463.90 total_reward_ma:444.06 loss:0.06818 fps:1312 +frame:2.26e+06 wall_t:1723 t:141250 epi:nan +opt_step:35296 lr:0.0001935 clip_eps:0.1 entropy:0.8779 +2026-01-07 10:52:43 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:471.95 total_reward_ma:444.35 loss:0.06667 fps:1312 +frame:2.27e+06 wall_t:1730 t:141875 epi:nan +opt_step:35456 lr:0.0001933 clip_eps:0.1 entropy:1.035 +2026-01-07 10:52:50 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:464.45 total_reward_ma:444.60 loss:0.03497 fps:1312 +frame:2.28e+06 wall_t:1738 t:142500 epi:nan +opt_step:35616 lr:0.000193 clip_eps:0.1 entropy:0.9253 +2026-01-07 10:52:59 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:455.45 total_reward_ma:444.73 loss:0.04682 fps:1312 +frame:2.29e+06 wall_t:1746 t:143125 epi:nan +opt_step:35776 lr:0.0001928 clip_eps:0.1 entropy:0.9575 +2026-01-07 10:53:07 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:446.50 total_reward_ma:444.83 loss:0.0434 fps:1311 +frame:2.30e+06 wall_t:1754 t:143750 epi:nan +opt_step:35936 lr:0.0001925 clip_eps:0.1 entropy:0.8766 +2026-01-07 10:53:12 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:455.20 total_reward_ma:445.01 loss:0.04324 fps:1312 +frame:2.31e+06 wall_t:1760 t:144375 epi:nan +opt_step:36064 lr:0.0001923 clip_eps:0.1 entropy:0.7351 +2026-01-07 10:53:18 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:463.45 total_reward_ma:445.49 loss:0.03876 fps:1314 +frame:2.32e+06 wall_t:1766 t:145000 epi:nan +opt_step:36224 lr:0.000192 clip_eps:0.1 entropy:0.923 +2026-01-07 10:53:25 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:490.10 total_reward_ma:446.23 loss:0.01927 fps:1315 +frame:2.33e+06 wall_t:1772 t:145625 epi:nan +opt_step:36384 lr:0.0001918 clip_eps:0.1 entropy:0.7883 +2026-01-07 10:53:31 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:490.40 total_reward_ma:446.99 loss:0.03486 fps:1316 +frame:2.34e+06 wall_t:1778 t:146250 epi:nan +opt_step:36544 lr:0.0001915 clip_eps:0.1 entropy:0.9389 +2026-01-07 10:53:39 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:498.85 total_reward_ma:447.75 loss:0.02509 fps:1316 +frame:2.35e+06 wall_t:1786 t:146875 epi:nan +opt_step:36704 lr:0.0001913 clip_eps:0.1 entropy:0.8109 +2026-01-07 10:53:46 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:502.10 total_reward_ma:448.47 loss:0.08199 fps:1316 +frame:2.36e+06 wall_t:1793 t:147500 epi:nan +opt_step:36864 lr:0.000191 clip_eps:0.1 entropy:0.9282 +2026-01-07 10:53:53 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:506.15 total_reward_ma:449.20 loss:0.03406 fps:1317 +frame:2.37e+06 wall_t:1800 t:148125 epi:nan +opt_step:37024 lr:0.0001908 clip_eps:0.1 entropy:0.9148 +2026-01-07 10:53:59 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:502.05 total_reward_ma:449.82 loss:0.0307 fps:1318 +frame:2.38e+06 wall_t:1806 t:148750 epi:nan +opt_step:37184 lr:0.0001905 clip_eps:0.1 entropy:1.05 +2026-01-07 10:54:04 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:495.60 total_reward_ma:450.26 loss:0.04839 fps:1320 +frame:2.39e+06 wall_t:1811 t:149375 epi:nan +opt_step:37312 lr:0.0001903 clip_eps:0.1 entropy:0.8894 +2026-01-07 10:54:11 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:482.65 total_reward_ma:450.71 loss:0.03887 fps:1320 +frame:2.40e+06 wall_t:1818 t:150000 epi:nan +opt_step:37472 lr:0.00019 clip_eps:0.1 entropy:0.8612 +2026-01-07 10:54:19 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:475.55 total_reward_ma:451.30 loss:0.03699 fps:1320 +frame:2.41e+06 wall_t:1826 t:150625 epi:nan +opt_step:37632 lr:0.0001898 clip_eps:0.1 entropy:0.9076 +2026-01-07 10:54:26 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:464.95 total_reward_ma:451.85 loss:0.06141 fps:1320 +frame:2.42e+06 wall_t:1833 t:151250 epi:nan +opt_step:37792 lr:0.0001895 clip_eps:0.1 entropy:1.007 +2026-01-07 10:54:32 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:458.30 total_reward_ma:452.33 loss:0.03083 fps:1321 +frame:2.43e+06 wall_t:1839 t:151875 epi:nan +opt_step:37952 lr:0.0001893 clip_eps:0.1 entropy:0.936 +2026-01-07 10:54:38 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:465.90 total_reward_ma:453.05 loss:0.05127 fps:1322 +frame:2.44e+06 wall_t:1845 t:152500 epi:nan +opt_step:38112 lr:0.000189 clip_eps:0.1 entropy:0.9598 +2026-01-07 10:54:45 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:461.60 total_reward_ma:453.71 loss:0.04332 fps:1323 +frame:2.45e+06 wall_t:1852 t:153125 epi:nan +opt_step:38272 lr:0.0001888 clip_eps:0.1 entropy:0.8412 +2026-01-07 10:54:52 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:470.35 total_reward_ma:454.37 loss:0.0552 fps:1323 +frame:2.46e+06 wall_t:1860 t:153750 epi:nan +opt_step:38432 lr:0.0001885 clip_eps:0.1 entropy:0.8744 +2026-01-07 10:55:00 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:462.65 total_reward_ma:454.81 loss:0.02673 fps:1323 +frame:2.47e+06 wall_t:1867 t:154375 epi:nan +opt_step:38592 lr:0.0001883 clip_eps:0.1 entropy:0.8112 +2026-01-07 10:55:07 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:471.75 total_reward_ma:455.17 loss:0.04739 fps:1323 +frame:2.48e+06 wall_t:1874 t:155000 epi:nan +opt_step:38720 lr:0.000188 clip_eps:0.1 entropy:1.032 +2026-01-07 10:55:14 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:474.10 total_reward_ma:455.52 loss:0.03228 fps:1324 +frame:2.49e+06 wall_t:1881 t:155625 epi:nan +opt_step:38880 lr:0.0001878 clip_eps:0.1 entropy:0.9156 +2026-01-07 10:55:21 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:485.25 total_reward_ma:456.06 loss:0.03795 fps:1324 +frame:2.50e+06 wall_t:1888 t:156250 epi:nan +opt_step:39040 lr:0.0001875 clip_eps:0.1 entropy:1.027 +2026-01-07 10:55:28 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:494.45 total_reward_ma:456.60 loss:0.01966 fps:1325 +frame:2.51e+06 wall_t:1895 t:156875 epi:nan +opt_step:39200 lr:0.0001873 clip_eps:0.1 entropy:0.9601 +2026-01-07 10:55:35 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:498.60 total_reward_ma:457.17 loss:0.0306 fps:1325 +frame:2.52e+06 wall_t:1902 t:157500 epi:nan +opt_step:39360 lr:0.000187 clip_eps:0.1 entropy:0.9419 +2026-01-07 10:55:42 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:502.45 total_reward_ma:457.85 loss:0.03209 fps:1325 +frame:2.53e+06 wall_t:1909 t:158125 epi:nan +opt_step:39520 lr:0.0001868 clip_eps:0.1 entropy:0.6685 +2026-01-07 10:55:50 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:513.05 total_reward_ma:458.57 loss:0.03422 fps:1324 +frame:2.54e+06 wall_t:1918 t:158750 epi:nan +opt_step:39680 lr:0.0001865 clip_eps:0.1 entropy:1.031 +2026-01-07 10:55:58 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:524.30 total_reward_ma:459.51 loss:0.02412 fps:1325 +frame:2.55e+06 wall_t:1925 t:159375 epi:nan +opt_step:39840 lr:0.0001863 clip_eps:0.1 entropy:0.9447 +2026-01-07 10:56:05 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:522.70 total_reward_ma:460.46 loss:0.0206 fps:1324 +frame:2.56e+06 wall_t:1933 t:160000 epi:nan +opt_step:40000 lr:0.000186 clip_eps:0.1 entropy:0.7788 +2026-01-07 10:56:12 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:516.85 total_reward_ma:461.38 loss:0.03908 fps:1325 +frame:2.57e+06 wall_t:1939 t:160625 epi:nan +opt_step:40128 lr:0.0001858 clip_eps:0.1 entropy:1.007 +2026-01-07 10:56:19 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:515.15 total_reward_ma:462.39 loss:0.06937 fps:1325 +frame:2.58e+06 wall_t:1947 t:161250 epi:nan +opt_step:40288 lr:0.0001855 clip_eps:0.1 entropy:0.8386 +2026-01-07 10:56:26 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:510.75 total_reward_ma:463.30 loss:0.04834 fps:1325 +frame:2.59e+06 wall_t:1954 t:161875 epi:nan +opt_step:40448 lr:0.0001853 clip_eps:0.1 entropy:0.9094 +2026-01-07 10:56:34 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:510.55 total_reward_ma:464.35 loss:0.05973 fps:1326 +frame:2.60e+06 wall_t:1961 t:162500 epi:nan +opt_step:40608 lr:0.000185 clip_eps:0.1 entropy:0.8513 +2026-01-07 10:56:42 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:505.95 total_reward_ma:465.34 loss:0.02893 fps:1326 +frame:2.61e+06 wall_t:1969 t:163125 epi:nan +opt_step:40768 lr:0.0001848 clip_eps:0.1 entropy:0.8545 +2026-01-07 10:56:50 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:503.95 total_reward_ma:466.35 loss:0.01181 fps:1325 +frame:2.62e+06 wall_t:1977 t:163750 epi:nan +opt_step:40928 lr:0.0001845 clip_eps:0.1 entropy:0.8571 +2026-01-07 10:56:57 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:504.50 total_reward_ma:467.33 loss:0.04909 fps:1326 +frame:2.63e+06 wall_t:1984 t:164375 epi:nan +opt_step:41088 lr:0.0001843 clip_eps:0.1 entropy:0.8784 +2026-01-07 10:57:05 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:505.30 total_reward_ma:468.25 loss:0.02942 fps:1325 +frame:2.64e+06 wall_t:1992 t:165000 epi:nan +opt_step:41248 lr:0.000184 clip_eps:0.1 entropy:0.8045 +2026-01-07 10:57:11 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:506.05 total_reward_ma:469.25 loss:0.02723 fps:1326 +frame:2.65e+06 wall_t:1998 t:165625 epi:nan +opt_step:41376 lr:0.0001838 clip_eps:0.1 entropy:0.8164 +2026-01-07 10:57:19 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:508.65 total_reward_ma:470.20 loss:0.03532 fps:1326 +frame:2.66e+06 wall_t:2006 t:166250 epi:nan +opt_step:41536 lr:0.0001835 clip_eps:0.1 entropy:0.753 +2026-01-07 10:57:27 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:520.30 total_reward_ma:471.29 loss:0.02191 fps:1326 +frame:2.67e+06 wall_t:2014 t:166875 epi:nan +opt_step:41696 lr:0.0001833 clip_eps:0.1 entropy:0.8563 +2026-01-07 10:57:35 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:518.75 total_reward_ma:472.36 loss:0.02345 fps:1325 +frame:2.68e+06 wall_t:2023 t:167500 epi:nan +opt_step:41856 lr:0.000183 clip_eps:0.1 entropy:0.9258 +2026-01-07 10:57:42 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:518.85 total_reward_ma:473.34 loss:0.02877 fps:1325 +frame:2.69e+06 wall_t:2030 t:168125 epi:nan +opt_step:42016 lr:0.0001828 clip_eps:0.1 entropy:0.8508 +2026-01-07 10:57:51 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:527.00 total_reward_ma:474.41 loss:0.02094 fps:1325 +frame:2.70e+06 wall_t:2038 t:168750 epi:nan +opt_step:42176 lr:0.0001825 clip_eps:0.1 entropy:0.7866 +2026-01-07 10:57:59 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:533.40 total_reward_ma:475.49 loss:0.07822 fps:1325 +frame:2.71e+06 wall_t:2046 t:169375 epi:nan +opt_step:42336 lr:0.0001823 clip_eps:0.1 entropy:0.8277 +2026-01-07 10:58:06 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:532.75 total_reward_ma:476.53 loss:0.06486 fps:1325 +frame:2.72e+06 wall_t:2053 t:170000 epi:nan +opt_step:42496 lr:0.000182 clip_eps:0.1 entropy:0.9293 +2026-01-07 10:58:13 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:536.90 total_reward_ma:477.60 loss:0.04127 fps:1325 +frame:2.73e+06 wall_t:2060 t:170625 epi:nan +opt_step:42656 lr:0.0001818 clip_eps:0.1 entropy:0.8438 +2026-01-07 10:58:20 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:540.20 total_reward_ma:478.78 loss:0.07969 fps:1326 +frame:2.74e+06 wall_t:2067 t:171250 epi:nan +opt_step:42784 lr:0.0001815 clip_eps:0.1 entropy:0.8449 +2026-01-07 10:58:27 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:546.75 total_reward_ma:480.08 loss:0.03828 fps:1326 +frame:2.75e+06 wall_t:2074 t:171875 epi:nan +opt_step:42944 lr:0.0001813 clip_eps:0.1 entropy:0.896 +2026-01-07 10:58:36 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:545.75 total_reward_ma:481.38 loss:0.02976 fps:1325 +frame:2.76e+06 wall_t:2083 t:172500 epi:nan +opt_step:43104 lr:0.000181 clip_eps:0.1 entropy:0.8963 +2026-01-07 10:58:43 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:561.25 total_reward_ma:482.78 loss:0.03492 fps:1325 +frame:2.77e+06 wall_t:2091 t:173125 epi:nan +opt_step:43264 lr:0.0001808 clip_eps:0.1 entropy:0.8611 +2026-01-07 10:58:50 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:548.65 total_reward_ma:484.07 loss:0.07596 fps:1325 +frame:2.78e+06 wall_t:2098 t:173750 epi:nan +opt_step:43424 lr:0.0001805 clip_eps:0.1 entropy:0.927 +2026-01-07 10:58:58 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:540.55 total_reward_ma:485.31 loss:0.03069 fps:1325 +frame:2.79e+06 wall_t:2105 t:174375 epi:nan +opt_step:43584 lr:0.0001803 clip_eps:0.1 entropy:0.7961 +2026-01-07 10:59:05 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:558.15 total_reward_ma:486.72 loss:0.0344 fps:1326 +frame:2.80e+06 wall_t:2112 t:175000 epi:nan +opt_step:43744 lr:0.00018 clip_eps:0.1 entropy:0.873 +2026-01-07 10:59:12 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:551.00 total_reward_ma:487.93 loss:0.02899 fps:1326 +frame:2.81e+06 wall_t:2119 t:175625 epi:nan +opt_step:43904 lr:0.0001798 clip_eps:0.1 entropy:0.923 +2026-01-07 10:59:19 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:548.85 total_reward_ma:489.04 loss:0.06757 fps:1326 +frame:2.82e+06 wall_t:2126 t:176250 epi:nan +opt_step:44032 lr:0.0001795 clip_eps:0.1 entropy:0.9136 +2026-01-07 10:59:26 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:544.95 total_reward_ma:490.05 loss:0.01752 fps:1327 +frame:2.83e+06 wall_t:2133 t:176875 epi:nan +opt_step:44192 lr:0.0001793 clip_eps:0.1 entropy:0.8576 +2026-01-07 10:59:35 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:541.15 total_reward_ma:491.10 loss:0.04869 fps:1326 +frame:2.84e+06 wall_t:2142 t:177500 epi:nan +opt_step:44352 lr:0.000179 clip_eps:0.1 entropy:1.026 +2026-01-07 10:59:42 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:533.80 total_reward_ma:492.09 loss:0.04364 fps:1326 +frame:2.85e+06 wall_t:2149 t:178125 epi:nan +opt_step:44512 lr:0.0001788 clip_eps:0.1 entropy:0.9725 +2026-01-07 10:59:49 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:526.65 total_reward_ma:492.88 loss:0.0646 fps:1326 +frame:2.86e+06 wall_t:2157 t:178750 epi:nan +opt_step:44672 lr:0.0001785 clip_eps:0.1 entropy:0.8992 +2026-01-07 10:59:57 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:532.65 total_reward_ma:493.75 loss:0.04384 fps:1326 +frame:2.87e+06 wall_t:2164 t:179375 epi:nan +opt_step:44832 lr:0.0001783 clip_eps:0.1 entropy:0.869 +2026-01-07 11:00:05 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:517.30 total_reward_ma:494.38 loss:0.025 fps:1325 +frame:2.88e+06 wall_t:2173 t:180000 epi:nan +opt_step:44992 lr:0.000178 clip_eps:0.1 entropy:0.9369 +2026-01-07 11:00:13 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:508.60 total_reward_ma:494.84 loss:0.05714 fps:1325 +frame:2.89e+06 wall_t:2181 t:180625 epi:nan +opt_step:45152 lr:0.0001778 clip_eps:0.1 entropy:0.9522 +2026-01-07 11:00:22 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:499.60 total_reward_ma:495.10 loss:0.03955 fps:1325 +frame:2.90e+06 wall_t:2189 t:181250 epi:nan +opt_step:45312 lr:0.0001775 clip_eps:0.1 entropy:0.9575 +2026-01-07 11:00:30 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:500.15 total_reward_ma:495.32 loss:0.02449 fps:1325 +frame:2.91e+06 wall_t:2197 t:181875 epi:nan +opt_step:45440 lr:0.0001773 clip_eps:0.1 entropy:0.8691 +2026-01-07 11:00:38 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:510.10 total_reward_ma:495.67 loss:0.02114 fps:1324 +frame:2.92e+06 wall_t:2205 t:182500 epi:nan +opt_step:45600 lr:0.000177 clip_eps:0.1 entropy:1.021 +2026-01-07 11:00:46 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:511.95 total_reward_ma:496.01 loss:0.08037 fps:1324 +frame:2.93e+06 wall_t:2213 t:183125 epi:nan +opt_step:45760 lr:0.0001768 clip_eps:0.1 entropy:1.062 +2026-01-07 11:00:54 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:521.70 total_reward_ma:496.52 loss:0.06437 fps:1324 +frame:2.94e+06 wall_t:2221 t:183750 epi:nan +opt_step:45920 lr:0.0001765 clip_eps:0.1 entropy:0.8911 +2026-01-07 11:01:01 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:506.75 total_reward_ma:496.99 loss:0.09089 fps:1323 +frame:2.95e+06 wall_t:2229 t:184375 epi:nan +opt_step:46080 lr:0.0001763 clip_eps:0.1 entropy:0.9723 +2026-01-07 11:01:09 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:505.05 total_reward_ma:497.47 loss:0.03462 fps:1323 +frame:2.96e+06 wall_t:2237 t:185000 epi:nan +opt_step:46240 lr:0.000176 clip_eps:0.1 entropy:0.8707 +2026-01-07 11:01:17 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:513.40 total_reward_ma:498.16 loss:0.0421 fps:1324 +frame:2.97e+06 wall_t:2244 t:185625 epi:nan +opt_step:46400 lr:0.0001758 clip_eps:0.1 entropy:0.8129 +2026-01-07 11:01:25 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:513.65 total_reward_ma:498.92 loss:0.04926 fps:1323 +frame:2.98e+06 wall_t:2252 t:186250 epi:nan +opt_step:46560 lr:0.0001755 clip_eps:0.1 entropy:0.8653 +2026-01-07 11:01:33 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:503.50 total_reward_ma:499.46 loss:0.05101 fps:1323 +frame:2.99e+06 wall_t:2260 t:186875 epi:nan +opt_step:46688 lr:0.0001753 clip_eps:0.1 entropy:0.9593 +2026-01-07 11:01:41 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:502.20 total_reward_ma:499.88 loss:0.02439 fps:1323 +frame:3.00e+06 wall_t:2268 t:187500 epi:nan +opt_step:46848 lr:0.000175 clip_eps:0.1 entropy:0.9458 +2026-01-07 11:01:50 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:513.00 total_reward_ma:500.43 loss:0.0435 fps:1322 +frame:3.01e+06 wall_t:2277 t:188125 epi:nan +opt_step:47008 lr:0.0001748 clip_eps:0.1 entropy:0.8076 +2026-01-07 11:01:57 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:502.10 total_reward_ma:500.85 loss:0.03378 fps:1322 +frame:3.02e+06 wall_t:2284 t:188750 epi:nan +opt_step:47168 lr:0.0001745 clip_eps:0.1 entropy:1.113 +2026-01-07 11:02:05 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:510.65 total_reward_ma:501.30 loss:0.02114 fps:1322 +frame:3.03e+06 wall_t:2292 t:189375 epi:nan +opt_step:47328 lr:0.0001743 clip_eps:0.1 entropy:1 +2026-01-07 11:02:13 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:527.60 total_reward_ma:501.93 loss:0.03394 fps:1322 +frame:3.04e+06 wall_t:2300 t:190000 epi:nan +opt_step:47488 lr:0.000174 clip_eps:0.1 entropy:1.025 +2026-01-07 11:02:20 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:529.00 total_reward_ma:502.36 loss:0.02326 fps:1322 +frame:3.05e+06 wall_t:2307 t:190625 epi:nan +opt_step:47648 lr:0.0001738 clip_eps:0.1 entropy:0.8177 +2026-01-07 11:02:28 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:539.95 total_reward_ma:502.92 loss:0.045 fps:1322 +frame:3.06e+06 wall_t:2315 t:191250 epi:nan +opt_step:47808 lr:0.0001735 clip_eps:0.1 entropy:0.9779 +2026-01-07 11:02:36 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:539.40 total_reward_ma:503.38 loss:0.01576 fps:1322 +frame:3.07e+06 wall_t:2323 t:191875 epi:nan +opt_step:47968 lr:0.0001733 clip_eps:0.1 entropy:0.978 +2026-01-07 11:02:42 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:542.55 total_reward_ma:503.89 loss:0.03867 fps:1322 +frame:3.08e+06 wall_t:2329 t:192500 epi:nan +opt_step:48096 lr:0.000173 clip_eps:0.1 entropy:0.8723 +2026-01-07 11:02:51 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:528.55 total_reward_ma:504.17 loss:0.03723 fps:1322 +frame:3.09e+06 wall_t:2338 t:193125 epi:nan +opt_step:48256 lr:0.0001728 clip_eps:0.1 entropy:0.9273 +2026-01-07 11:02:58 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:547.75 total_reward_ma:504.70 loss:0.1272 fps:1322 +frame:3.10e+06 wall_t:2345 t:193750 epi:nan +opt_step:48416 lr:0.0001725 clip_eps:0.1 entropy:1.113 +2026-01-07 11:03:06 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:553.90 total_reward_ma:505.24 loss:0.06279 fps:1322 +frame:3.11e+06 wall_t:2353 t:194375 epi:nan +opt_step:48576 lr:0.0001723 clip_eps:0.1 entropy:1.003 +2026-01-07 11:03:14 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:542.65 total_reward_ma:505.69 loss:0.05776 fps:1321 +frame:3.12e+06 wall_t:2361 t:195000 epi:nan +opt_step:48736 lr:0.000172 clip_eps:0.1 entropy:0.9358 +2026-01-07 11:03:23 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:548.65 total_reward_ma:506.30 loss:0.04666 fps:1321 +frame:3.13e+06 wall_t:2370 t:195625 epi:nan +opt_step:48896 lr:0.0001718 clip_eps:0.1 entropy:0.9853 +2026-01-07 11:03:32 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:531.80 total_reward_ma:506.77 loss:0.03422 fps:1320 +frame:3.14e+06 wall_t:2379 t:196250 epi:nan +opt_step:49056 lr:0.0001715 clip_eps:0.1 entropy:0.9109 +2026-01-07 11:03:40 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:538.55 total_reward_ma:507.43 loss:0.02003 fps:1320 +frame:3.15e+06 wall_t:2387 t:196875 epi:nan +opt_step:49216 lr:0.0001713 clip_eps:0.1 entropy:0.8056 +2026-01-07 11:03:48 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:533.25 total_reward_ma:508.05 loss:0.03894 fps:1319 +frame:3.16e+06 wall_t:2395 t:197500 epi:nan +opt_step:49344 lr:0.000171 clip_eps:0.1 entropy:0.8685 +2026-01-07 11:03:56 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:534.30 total_reward_ma:508.57 loss:0.02919 fps:1319 +frame:3.17e+06 wall_t:2403 t:198125 epi:nan +opt_step:49504 lr:0.0001708 clip_eps:0.1 entropy:0.9919 +2026-01-07 11:04:03 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:537.75 total_reward_ma:509.09 loss:0.02756 fps:1320 +frame:3.18e+06 wall_t:2410 t:198750 epi:nan +opt_step:49664 lr:0.0001705 clip_eps:0.1 entropy:0.8228 +2026-01-07 11:04:11 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:519.50 total_reward_ma:509.54 loss:0.06926 fps:1319 +frame:3.19e+06 wall_t:2418 t:199375 epi:nan +opt_step:49824 lr:0.0001703 clip_eps:0.1 entropy:0.9753 +2026-01-07 11:04:18 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:531.60 total_reward_ma:510.12 loss:0.06114 fps:1320 +frame:3.20e+06 wall_t:2425 t:200000 epi:nan +opt_step:49984 lr:0.00017 clip_eps:0.1 entropy:0.9406 +2026-01-07 11:04:26 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:513.15 total_reward_ma:510.40 loss:0.09452 fps:1319 +frame:3.21e+06 wall_t:2433 t:200625 epi:nan +opt_step:50144 lr:0.0001698 clip_eps:0.1 entropy:1.052 +2026-01-07 11:04:34 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:513.00 total_reward_ma:510.73 loss:0.03764 fps:1319 +frame:3.22e+06 wall_t:2441 t:201250 epi:nan +opt_step:50304 lr:0.0001695 clip_eps:0.1 entropy:0.7898 +2026-01-07 11:04:42 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:523.60 total_reward_ma:511.04 loss:0.08118 fps:1319 +frame:3.23e+06 wall_t:2449 t:201875 epi:nan +opt_step:50464 lr:0.0001693 clip_eps:0.1 entropy:0.9484 +2026-01-07 11:04:50 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:530.85 total_reward_ma:511.47 loss:0.0579 fps:1319 +frame:3.24e+06 wall_t:2457 t:202500 epi:nan +opt_step:50624 lr:0.000169 clip_eps:0.1 entropy:0.9714 +2026-01-07 11:04:57 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:520.85 total_reward_ma:511.99 loss:0.06306 fps:1319 +frame:3.25e+06 wall_t:2464 t:203125 epi:nan +opt_step:50752 lr:0.0001688 clip_eps:0.1 entropy:0.9378 +2026-01-07 11:05:05 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:517.05 total_reward_ma:512.52 loss:0.02004 fps:1319 +frame:3.26e+06 wall_t:2472 t:203750 epi:nan +opt_step:50912 lr:0.0001685 clip_eps:0.1 entropy:0.9967 +2026-01-07 11:05:12 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:519.80 total_reward_ma:513.00 loss:0.07332 fps:1319 +frame:3.27e+06 wall_t:2480 t:204375 epi:nan +opt_step:51072 lr:0.0001683 clip_eps:0.1 entropy:1.279 +2026-01-07 11:05:20 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:510.25 total_reward_ma:513.45 loss:0.03927 fps:1318 +frame:3.28e+06 wall_t:2488 t:205000 epi:nan +opt_step:51232 lr:0.000168 clip_eps:0.1 entropy:1.138 +2026-01-07 11:05:28 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:522.20 total_reward_ma:514.12 loss:0.05674 fps:1319 +frame:3.29e+06 wall_t:2495 t:205625 epi:nan +opt_step:51392 lr:0.0001678 clip_eps:0.1 entropy:1.045 +2026-01-07 11:05:35 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:521.65 total_reward_ma:514.87 loss:0.01663 fps:1318 +frame:3.30e+06 wall_t:2503 t:206250 epi:nan +opt_step:51552 lr:0.0001675 clip_eps:0.1 entropy:0.8949 +2026-01-07 11:05:43 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:499.95 total_reward_ma:515.32 loss:0.009538 fps:1319 +frame:3.31e+06 wall_t:2510 t:206875 epi:nan +opt_step:51712 lr:0.0001673 clip_eps:0.1 entropy:0.8536 +2026-01-07 11:05:51 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:512.60 total_reward_ma:515.81 loss:0.03976 fps:1319 +frame:3.32e+06 wall_t:2518 t:207500 epi:nan +opt_step:51872 lr:0.000167 clip_eps:0.1 entropy:1.001 +2026-01-07 11:05:58 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:528.10 total_reward_ma:516.19 loss:0.04671 fps:1319 +frame:3.33e+06 wall_t:2525 t:208125 epi:nan +opt_step:52000 lr:0.0001668 clip_eps:0.1 entropy:0.7496 +2026-01-07 11:06:06 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:522.00 total_reward_ma:516.51 loss:0.02336 fps:1319 +frame:3.34e+06 wall_t:2533 t:208750 epi:nan +opt_step:52160 lr:0.0001665 clip_eps:0.1 entropy:0.93 +2026-01-07 11:06:14 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:536.80 total_reward_ma:516.89 loss:0.0601 fps:1318 +frame:3.35e+06 wall_t:2542 t:209375 epi:nan +opt_step:52320 lr:0.0001663 clip_eps:0.1 entropy:1.034 +2026-01-07 11:06:22 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:548.75 total_reward_ma:517.35 loss:0.02263 fps:1318 +frame:3.36e+06 wall_t:2549 t:210000 epi:nan +opt_step:52480 lr:0.000166 clip_eps:0.1 entropy:0.9656 +2026-01-07 11:06:29 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:539.10 total_reward_ma:517.68 loss:0.0247 fps:1318 +frame:3.37e+06 wall_t:2557 t:210625 epi:nan +opt_step:52640 lr:0.0001658 clip_eps:0.1 entropy:0.8618 +2026-01-07 11:06:37 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:540.80 total_reward_ma:518.07 loss:0.04395 fps:1318 +frame:3.38e+06 wall_t:2564 t:211250 epi:nan +opt_step:52800 lr:0.0001655 clip_eps:0.1 entropy:0.9883 +2026-01-07 11:06:45 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:550.15 total_reward_ma:518.62 loss:0.034 fps:1318 +frame:3.39e+06 wall_t:2572 t:211875 epi:nan +opt_step:52960 lr:0.0001653 clip_eps:0.1 entropy:0.998 +2026-01-07 11:06:54 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:552.90 total_reward_ma:519.32 loss:0.01312 fps:1317 +frame:3.40e+06 wall_t:2581 t:212500 epi:nan +opt_step:53120 lr:0.000165 clip_eps:0.1 entropy:1.045 +2026-01-07 11:07:01 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:546.65 total_reward_ma:520.03 loss:0.04184 fps:1318 +frame:3.41e+06 wall_t:2588 t:213125 epi:nan +opt_step:53280 lr:0.0001648 clip_eps:0.1 entropy:0.9254 +2026-01-07 11:07:08 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:558.85 total_reward_ma:520.97 loss:0.04114 fps:1318 +frame:3.42e+06 wall_t:2595 t:213750 epi:nan +opt_step:53408 lr:0.0001645 clip_eps:0.1 entropy:0.8777 +2026-01-07 11:07:15 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:547.00 total_reward_ma:521.86 loss:0.0361 fps:1318 +frame:3.43e+06 wall_t:2602 t:214375 epi:nan +opt_step:53568 lr:0.0001643 clip_eps:0.1 entropy:0.9503 +2026-01-07 11:07:21 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:549.70 total_reward_ma:522.69 loss:0.01119 fps:1319 +frame:3.44e+06 wall_t:2608 t:215000 epi:nan +opt_step:53728 lr:0.000164 clip_eps:0.1 entropy:0.9568 +2026-01-07 11:07:27 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:565.90 total_reward_ma:523.74 loss:0.03153 fps:1320 +frame:3.45e+06 wall_t:2614 t:215625 epi:nan +opt_step:53888 lr:0.0001638 clip_eps:0.1 entropy:0.8799 +2026-01-07 11:07:34 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:580.10 total_reward_ma:524.83 loss:0.04378 fps:1320 +frame:3.46e+06 wall_t:2621 t:216250 epi:nan +opt_step:54048 lr:0.0001635 clip_eps:0.1 entropy:0.7598 +2026-01-07 11:07:40 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:576.45 total_reward_ma:525.97 loss:0.04822 fps:1320 +frame:3.47e+06 wall_t:2628 t:216875 epi:nan +opt_step:54208 lr:0.0001633 clip_eps:0.1 entropy:0.8194 +2026-01-07 11:07:47 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:555.65 total_reward_ma:526.81 loss:0.06003 fps:1321 +frame:3.48e+06 wall_t:2634 t:217500 epi:nan +opt_step:54368 lr:0.000163 clip_eps:0.1 entropy:0.9161 +2026-01-07 11:07:53 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:544.90 total_reward_ma:527.52 loss:0.04154 fps:1322 +frame:3.49e+06 wall_t:2640 t:218125 epi:nan +opt_step:54528 lr:0.0001628 clip_eps:0.1 entropy:1.05 +2026-01-07 11:07:58 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:543.90 total_reward_ma:528.11 loss:0.06491 fps:1323 +frame:3.50e+06 wall_t:2645 t:218750 epi:nan +opt_step:54656 lr:0.0001626 clip_eps:0.1 entropy:0.8252 +2026-01-07 11:08:04 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:541.00 total_reward_ma:528.57 loss:0.03256 fps:1324 +frame:3.51e+06 wall_t:2651 t:219375 epi:nan +opt_step:54816 lr:0.0001623 clip_eps:0.1 entropy:0.9458 +2026-01-07 11:08:11 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:528.30 total_reward_ma:528.87 loss:0.05421 fps:1324 +frame:3.52e+06 wall_t:2659 t:220000 epi:nan +opt_step:54976 lr:0.000162 clip_eps:0.1 entropy:0.9566 +2026-01-07 11:08:19 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:521.60 total_reward_ma:529.06 loss:0.02483 fps:1324 +frame:3.53e+06 wall_t:2666 t:220625 epi:nan +opt_step:55136 lr:0.0001618 clip_eps:0.1 entropy:0.9812 +2026-01-07 11:08:27 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:515.45 total_reward_ma:529.08 loss:0.04503 fps:1324 +frame:3.54e+06 wall_t:2674 t:221250 epi:nan +opt_step:55296 lr:0.0001615 clip_eps:0.1 entropy:0.892 +2026-01-07 11:08:34 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:504.75 total_reward_ma:528.89 loss:0.07304 fps:1324 +frame:3.55e+06 wall_t:2681 t:221875 epi:nan +opt_step:55456 lr:0.0001613 clip_eps:0.1 entropy:1.038 +2026-01-07 11:08:42 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:517.95 total_reward_ma:528.84 loss:0.01437 fps:1324 +frame:3.56e+06 wall_t:2689 t:222500 epi:nan +opt_step:55616 lr:0.000161 clip_eps:0.1 entropy:0.7716 +2026-01-07 11:08:49 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:532.50 total_reward_ma:529.00 loss:0.04836 fps:1324 +frame:3.57e+06 wall_t:2696 t:223125 epi:nan +opt_step:55776 lr:0.0001608 clip_eps:0.1 entropy:0.8178 +2026-01-07 11:08:56 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:531.45 total_reward_ma:529.16 loss:0.05038 fps:1324 +frame:3.58e+06 wall_t:2704 t:223750 epi:nan +opt_step:55936 lr:0.0001605 clip_eps:0.1 entropy:0.8456 +2026-01-07 11:09:03 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:532.35 total_reward_ma:529.38 loss:0.02955 fps:1325 +frame:3.59e+06 wall_t:2710 t:224375 epi:nan +opt_step:56064 lr:0.0001603 clip_eps:0.1 entropy:0.9171 +2026-01-07 11:09:11 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:541.35 total_reward_ma:529.68 loss:0.07508 fps:1325 +frame:3.60e+06 wall_t:2718 t:225000 epi:nan +opt_step:56224 lr:0.00016 clip_eps:0.1 entropy:0.9118 +2026-01-07 11:09:18 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:553.75 total_reward_ma:530.16 loss:0.03202 fps:1325 +frame:3.61e+06 wall_t:2725 t:225625 epi:nan +opt_step:56384 lr:0.0001598 clip_eps:0.1 entropy:0.7717 +2026-01-07 11:09:26 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:547.15 total_reward_ma:530.59 loss:0.03584 fps:1325 +frame:3.62e+06 wall_t:2733 t:226250 epi:nan +opt_step:56544 lr:0.0001595 clip_eps:0.1 entropy:0.8746 +2026-01-07 11:09:33 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:564.00 total_reward_ma:531.19 loss:0.01774 fps:1325 +frame:3.63e+06 wall_t:2740 t:226875 epi:nan +opt_step:56704 lr:0.0001593 clip_eps:0.1 entropy:0.7867 +2026-01-07 11:09:40 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:566.45 total_reward_ma:531.80 loss:0.02979 fps:1325 +frame:3.64e+06 wall_t:2747 t:227500 epi:nan +opt_step:56864 lr:0.000159 clip_eps:0.1 entropy:0.8583 +2026-01-07 11:09:48 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:572.85 total_reward_ma:532.47 loss:0.02397 fps:1325 +frame:3.65e+06 wall_t:2755 t:228125 epi:nan +opt_step:57024 lr:0.0001588 clip_eps:0.1 entropy:0.9374 +2026-01-07 11:09:56 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:582.30 total_reward_ma:533.21 loss:0.01748 fps:1325 +frame:3.66e+06 wall_t:2763 t:228750 epi:nan +opt_step:57184 lr:0.0001585 clip_eps:0.1 entropy:0.9266 +2026-01-07 11:10:03 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:587.55 total_reward_ma:533.88 loss:0.04157 fps:1325 +frame:3.67e+06 wall_t:2770 t:229375 epi:nan +opt_step:57312 lr:0.0001583 clip_eps:0.1 entropy:0.8734 +2026-01-07 11:10:11 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:579.50 total_reward_ma:534.49 loss:0.05126 fps:1325 +frame:3.68e+06 wall_t:2778 t:230000 epi:nan +opt_step:57472 lr:0.000158 clip_eps:0.1 entropy:0.8469 +2026-01-07 11:10:18 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:577.95 total_reward_ma:535.08 loss:0.0603 fps:1325 +frame:3.69e+06 wall_t:2785 t:230625 epi:nan +opt_step:57632 lr:0.0001578 clip_eps:0.1 entropy:0.9367 +2026-01-07 11:10:26 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:578.05 total_reward_ma:535.59 loss:0.04568 fps:1325 +frame:3.70e+06 wall_t:2793 t:231250 epi:nan +opt_step:57792 lr:0.0001575 clip_eps:0.1 entropy:0.6696 +2026-01-07 11:10:34 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:586.55 total_reward_ma:536.12 loss:0.05095 fps:1325 +frame:3.71e+06 wall_t:2801 t:231875 epi:nan +opt_step:57952 lr:0.0001573 clip_eps:0.1 entropy:0.9056 +2026-01-07 11:10:42 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:587.45 total_reward_ma:536.67 loss:0.0165 fps:1324 +frame:3.72e+06 wall_t:2809 t:232500 epi:nan +opt_step:58112 lr:0.000157 clip_eps:0.1 entropy:0.9501 +2026-01-07 11:10:49 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:581.65 total_reward_ma:537.11 loss:0.05198 fps:1325 +frame:3.73e+06 wall_t:2816 t:233125 epi:nan +opt_step:58272 lr:0.0001568 clip_eps:0.1 entropy:0.9121 +2026-01-07 11:10:57 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:569.15 total_reward_ma:537.40 loss:0.05419 fps:1324 +frame:3.74e+06 wall_t:2824 t:233750 epi:nan +opt_step:58432 lr:0.0001565 clip_eps:0.1 entropy:0.9808 +2026-01-07 11:11:04 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:544.50 total_reward_ma:537.38 loss:0.0273 fps:1324 +frame:3.75e+06 wall_t:2832 t:234375 epi:nan +opt_step:58592 lr:0.0001563 clip_eps:0.1 entropy:0.8279 +2026-01-07 11:11:12 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:549.00 total_reward_ma:537.41 loss:0.06714 fps:1324 +frame:3.76e+06 wall_t:2839 t:235000 epi:nan +opt_step:58720 lr:0.000156 clip_eps:0.1 entropy:0.9082 +2026-01-07 11:11:19 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:540.30 total_reward_ma:537.20 loss:0.03414 fps:1325 +frame:3.77e+06 wall_t:2846 t:235625 epi:nan +opt_step:58880 lr:0.0001558 clip_eps:0.1 entropy:0.8706 +2026-01-07 11:11:26 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:538.90 total_reward_ma:537.11 loss:0.05631 fps:1324 +frame:3.78e+06 wall_t:2854 t:236250 epi:nan +opt_step:59040 lr:0.0001555 clip_eps:0.1 entropy:0.6469 +2026-01-07 11:11:33 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:543.05 total_reward_ma:537.13 loss:0.03163 fps:1325 +frame:3.79e+06 wall_t:2861 t:236875 epi:nan +opt_step:59200 lr:0.0001553 clip_eps:0.1 entropy:0.7936 +2026-01-07 11:11:41 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:554.70 total_reward_ma:537.10 loss:0.04804 fps:1325 +frame:3.80e+06 wall_t:2869 t:237500 epi:nan +opt_step:59360 lr:0.000155 clip_eps:0.1 entropy:0.9459 +2026-01-07 11:11:49 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:543.15 total_reward_ma:537.02 loss:0.07293 fps:1325 +frame:3.81e+06 wall_t:2876 t:238125 epi:nan +opt_step:59520 lr:0.0001548 clip_eps:0.1 entropy:1.027 +2026-01-07 11:11:57 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:544.75 total_reward_ma:536.98 loss:0.03182 fps:1325 +frame:3.82e+06 wall_t:2884 t:238750 epi:nan +opt_step:59680 lr:0.0001545 clip_eps:0.1 entropy:0.8228 +2026-01-07 11:12:04 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:555.85 total_reward_ma:537.09 loss:0.04148 fps:1324 +frame:3.83e+06 wall_t:2892 t:239375 epi:nan +opt_step:59840 lr:0.0001543 clip_eps:0.1 entropy:0.8927 +2026-01-07 11:12:12 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:560.20 total_reward_ma:537.28 loss:0.07205 fps:1325 +frame:3.84e+06 wall_t:2899 t:240000 epi:nan +opt_step:60000 lr:0.000154 clip_eps:0.1 entropy:0.8958 +2026-01-07 11:12:18 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:577.95 total_reward_ma:537.72 loss:0.02596 fps:1325 +frame:3.85e+06 wall_t:2905 t:240625 epi:nan +opt_step:60128 lr:0.0001538 clip_eps:0.1 entropy:0.8566 +2026-01-07 11:12:26 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:580.95 total_reward_ma:538.26 loss:0.04705 fps:1325 +frame:3.86e+06 wall_t:2913 t:241250 epi:nan +opt_step:60288 lr:0.0001535 clip_eps:0.1 entropy:0.9343 +2026-01-07 11:12:33 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:583.15 total_reward_ma:538.77 loss:0.02782 fps:1325 +frame:3.87e+06 wall_t:2920 t:241875 epi:nan +opt_step:60448 lr:0.0001533 clip_eps:0.1 entropy:0.8021 +2026-01-07 11:12:41 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:563.30 total_reward_ma:539.23 loss:0.02088 fps:1325 +frame:3.88e+06 wall_t:2928 t:242500 epi:nan +opt_step:60608 lr:0.000153 clip_eps:0.1 entropy:0.828 +2026-01-07 11:12:48 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:572.80 total_reward_ma:539.87 loss:0.02621 fps:1325 +frame:3.89e+06 wall_t:2935 t:243125 epi:nan +opt_step:60768 lr:0.0001528 clip_eps:0.1 entropy:0.7245 +2026-01-07 11:12:56 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:583.05 total_reward_ma:540.70 loss:0.01334 fps:1325 +frame:3.90e+06 wall_t:2943 t:243750 epi:nan +opt_step:60928 lr:0.0001525 clip_eps:0.1 entropy:0.8702 +2026-01-07 11:13:03 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:590.90 total_reward_ma:541.61 loss:0.07242 fps:1325 +frame:3.91e+06 wall_t:2950 t:244375 epi:nan +opt_step:61088 lr:0.0001523 clip_eps:0.1 entropy:0.7779 +2026-01-07 11:13:10 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:595.60 total_reward_ma:542.47 loss:0.04228 fps:1326 +frame:3.92e+06 wall_t:2957 t:245000 epi:nan +opt_step:61248 lr:0.000152 clip_eps:0.1 entropy:0.9427 +2026-01-07 11:13:17 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:587.05 total_reward_ma:543.22 loss:0.04839 fps:1325 +frame:3.93e+06 wall_t:2965 t:245625 epi:nan +opt_step:61376 lr:0.0001518 clip_eps:0.1 entropy:0.9034 +2026-01-07 11:13:25 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:591.40 total_reward_ma:543.91 loss:0.03494 fps:1326 +frame:3.94e+06 wall_t:2972 t:246250 epi:nan +opt_step:61536 lr:0.0001515 clip_eps:0.1 entropy:0.7788 +2026-01-07 11:13:33 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:593.55 total_reward_ma:544.78 loss:0.04775 fps:1326 +frame:3.95e+06 wall_t:2980 t:246875 epi:nan +opt_step:61696 lr:0.0001513 clip_eps:0.1 entropy:0.747 +2026-01-07 11:13:40 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:591.95 total_reward_ma:545.65 loss:0.07757 fps:1326 +frame:3.96e+06 wall_t:2987 t:247500 epi:nan +opt_step:61856 lr:0.000151 clip_eps:0.1 entropy:0.7941 +2026-01-07 11:13:48 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:594.90 total_reward_ma:546.46 loss:0.04516 fps:1326 +frame:3.97e+06 wall_t:2995 t:248125 epi:nan +opt_step:62016 lr:0.0001508 clip_eps:0.1 entropy:0.8157 +2026-01-07 11:13:55 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:600.65 total_reward_ma:547.33 loss:0.0226 fps:1325 +frame:3.98e+06 wall_t:3003 t:248750 epi:nan +opt_step:62176 lr:0.0001505 clip_eps:0.1 entropy:0.9044 +2026-01-07 11:14:03 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:593.60 total_reward_ma:548.24 loss:0.04219 fps:1326 +frame:3.99e+06 wall_t:3010 t:249375 epi:nan +opt_step:62336 lr:0.0001503 clip_eps:0.1 entropy:0.9594 +2026-01-07 11:14:10 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:600.90 total_reward_ma:549.22 loss:0.06934 fps:1326 +frame:4.00e+06 wall_t:3017 t:250000 epi:nan +opt_step:62496 lr:0.00015 clip_eps:0.1 entropy:0.8839 +2026-01-07 11:14:18 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:589.40 total_reward_ma:549.99 loss:0.03236 fps:1326 +frame:4.01e+06 wall_t:3025 t:250625 epi:nan +opt_step:62656 lr:0.0001498 clip_eps:0.1 entropy:0.9429 +2026-01-07 11:14:25 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:577.00 total_reward_ma:550.74 loss:0.02798 fps:1326 +frame:4.02e+06 wall_t:3032 t:251250 epi:nan +opt_step:62784 lr:0.0001495 clip_eps:0.1 entropy:0.7279 +2026-01-07 11:14:32 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:579.50 total_reward_ma:551.42 loss:0.006051 fps:1326 +frame:4.03e+06 wall_t:3039 t:251875 epi:nan +opt_step:62944 lr:0.0001493 clip_eps:0.1 entropy:0.8068 +2026-01-07 11:14:40 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:592.80 total_reward_ma:552.08 loss:0.04984 fps:1326 +frame:4.04e+06 wall_t:3047 t:252500 epi:nan +opt_step:63104 lr:0.000149 clip_eps:0.1 entropy:0.8079 +2026-01-07 11:14:46 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:590.70 total_reward_ma:552.69 loss:0.05032 fps:1326 +frame:4.05e+06 wall_t:3054 t:253125 epi:nan +opt_step:63264 lr:0.0001488 clip_eps:0.1 entropy:0.8339 +2026-01-07 11:14:54 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:569.40 total_reward_ma:552.99 loss:0.03355 fps:1326 +frame:4.06e+06 wall_t:3061 t:253750 epi:nan +opt_step:63424 lr:0.0001485 clip_eps:0.1 entropy:0.7978 +2026-01-07 11:15:02 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:572.50 total_reward_ma:553.32 loss:0.03016 fps:1326 +frame:4.07e+06 wall_t:3069 t:254375 epi:nan +opt_step:63584 lr:0.0001483 clip_eps:0.1 entropy:1 +2026-01-07 11:15:09 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:560.15 total_reward_ma:553.49 loss:0.04192 fps:1326 +frame:4.08e+06 wall_t:3076 t:255000 epi:nan +opt_step:63744 lr:0.000148 clip_eps:0.1 entropy:0.8262 +2026-01-07 11:15:16 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:569.55 total_reward_ma:553.90 loss:0.01402 fps:1327 +frame:4.09e+06 wall_t:3083 t:255625 epi:nan +opt_step:63904 lr:0.0001478 clip_eps:0.1 entropy:0.8643 +2026-01-07 11:15:24 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:586.20 total_reward_ma:554.29 loss:0.05685 fps:1326 +frame:4.10e+06 wall_t:3091 t:256250 epi:nan +opt_step:64032 lr:0.0001475 clip_eps:0.1 entropy:1.016 +2026-01-07 11:15:33 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:571.15 total_reward_ma:554.46 loss:0.06795 fps:1326 +frame:4.11e+06 wall_t:3100 t:256875 epi:nan +opt_step:64192 lr:0.0001473 clip_eps:0.1 entropy:0.8047 +2026-01-07 11:15:42 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:568.55 total_reward_ma:554.72 loss:0.07836 fps:1325 +frame:4.12e+06 wall_t:3109 t:257500 epi:nan +opt_step:64352 lr:0.000147 clip_eps:0.1 entropy:0.9082 +2026-01-07 11:15:49 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:561.70 total_reward_ma:554.85 loss:0.04832 fps:1325 +frame:4.13e+06 wall_t:3116 t:258125 epi:nan +opt_step:64512 lr:0.0001468 clip_eps:0.1 entropy:0.8532 +2026-01-07 11:15:56 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:560.70 total_reward_ma:555.14 loss:0.03553 fps:1325 +frame:4.14e+06 wall_t:3124 t:258750 epi:nan +opt_step:64672 lr:0.0001465 clip_eps:0.1 entropy:0.7553 +2026-01-07 11:16:05 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:554.85 total_reward_ma:555.30 loss:0.03813 fps:1325 +frame:4.15e+06 wall_t:3132 t:259375 epi:nan +opt_step:64832 lr:0.0001463 clip_eps:0.1 entropy:0.8419 +2026-01-07 11:16:12 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:562.05 total_reward_ma:555.59 loss:0.05215 fps:1325 +frame:4.16e+06 wall_t:3139 t:260000 epi:nan +opt_step:64992 lr:0.000146 clip_eps:0.1 entropy:0.9437 +2026-01-07 11:16:20 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:558.60 total_reward_ma:555.83 loss:0.01211 fps:1325 +frame:4.17e+06 wall_t:3147 t:260625 epi:nan +opt_step:65152 lr:0.0001458 clip_eps:0.1 entropy:0.9289 +2026-01-07 11:16:29 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:556.50 total_reward_ma:556.02 loss:0.03149 fps:1324 +frame:4.18e+06 wall_t:3156 t:261250 epi:nan +opt_step:65312 lr:0.0001455 clip_eps:0.1 entropy:0.8207 +2026-01-07 11:16:37 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:566.20 total_reward_ma:556.49 loss:0.1137 fps:1324 +frame:4.19e+06 wall_t:3164 t:261875 epi:nan +opt_step:65440 lr:0.0001453 clip_eps:0.1 entropy:0.8792 +2026-01-07 11:16:45 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:558.50 total_reward_ma:556.76 loss:0.04815 fps:1324 +frame:4.20e+06 wall_t:3172 t:262500 epi:nan +opt_step:65600 lr:0.000145 clip_eps:0.1 entropy:0.8918 +2026-01-07 11:16:52 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:552.40 total_reward_ma:557.15 loss:0.0661 fps:1324 +frame:4.21e+06 wall_t:3180 t:263125 epi:nan +opt_step:65760 lr:0.0001448 clip_eps:0.1 entropy:1.003 +2026-01-07 11:17:00 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:548.55 total_reward_ma:557.51 loss:0.06223 fps:1324 +frame:4.22e+06 wall_t:3187 t:263750 epi:nan +opt_step:65920 lr:0.0001445 clip_eps:0.1 entropy:0.9114 +2026-01-07 11:17:08 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:556.90 total_reward_ma:557.84 loss:0.02659 fps:1324 +frame:4.23e+06 wall_t:3195 t:264375 epi:nan +opt_step:66080 lr:0.0001443 clip_eps:0.1 entropy:1.057 +2026-01-07 11:17:16 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:551.75 total_reward_ma:558.05 loss:0.08481 fps:1324 +frame:4.24e+06 wall_t:3203 t:265000 epi:nan +opt_step:66240 lr:0.000144 clip_eps:0.1 entropy:0.9588 +2026-01-07 11:17:23 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:555.05 total_reward_ma:558.39 loss:0.06102 fps:1324 +frame:4.25e+06 wall_t:3210 t:265625 epi:nan +opt_step:66400 lr:0.0001438 clip_eps:0.1 entropy:0.8117 +2026-01-07 11:17:31 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:556.35 total_reward_ma:558.78 loss:0.07473 fps:1324 +frame:4.26e+06 wall_t:3218 t:266250 epi:nan +opt_step:66560 lr:0.0001435 clip_eps:0.1 entropy:0.7962 +2026-01-07 11:17:38 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:550.55 total_reward_ma:559.09 loss:0.02448 fps:1324 +frame:4.27e+06 wall_t:3225 t:266875 epi:nan +opt_step:66688 lr:0.0001433 clip_eps:0.1 entropy:0.7529 +2026-01-07 11:17:45 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:561.85 total_reward_ma:559.61 loss:0.05337 fps:1324 +frame:4.28e+06 wall_t:3232 t:267500 epi:nan +opt_step:66848 lr:0.000143 clip_eps:0.1 entropy:0.8876 +2026-01-07 11:17:52 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:563.15 total_reward_ma:560.02 loss:0.04691 fps:1324 +frame:4.29e+06 wall_t:3239 t:268125 epi:nan +opt_step:67008 lr:0.0001428 clip_eps:0.1 entropy:0.8286 +2026-01-07 11:18:00 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:582.15 total_reward_ma:560.62 loss:0.09445 fps:1324 +frame:4.30e+06 wall_t:3247 t:268750 epi:nan +opt_step:67168 lr:0.0001425 clip_eps:0.1 entropy:0.9159 +2026-01-07 11:18:07 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:576.10 total_reward_ma:561.38 loss:0.03447 fps:1325 +frame:4.31e+06 wall_t:3254 t:269375 epi:nan +opt_step:67328 lr:0.0001423 clip_eps:0.1 entropy:0.8471 +2026-01-07 11:18:15 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:574.00 total_reward_ma:562.00 loss:0.04457 fps:1324 +frame:4.32e+06 wall_t:3262 t:270000 epi:nan +opt_step:67488 lr:0.000142 clip_eps:0.1 entropy:1.092 +2026-01-07 11:18:23 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:571.00 total_reward_ma:562.43 loss:0.02302 fps:1324 +frame:4.33e+06 wall_t:3270 t:270625 epi:nan +opt_step:67648 lr:0.0001418 clip_eps:0.1 entropy:0.8112 +2026-01-07 11:18:31 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:577.15 total_reward_ma:562.98 loss:0.04474 fps:1324 +frame:4.34e+06 wall_t:3278 t:271250 epi:nan +opt_step:67808 lr:0.0001415 clip_eps:0.1 entropy:1.023 +2026-01-07 11:18:39 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:568.60 total_reward_ma:563.29 loss:0.02239 fps:1324 +frame:4.35e+06 wall_t:3286 t:271875 epi:nan +opt_step:67968 lr:0.0001413 clip_eps:0.1 entropy:0.9564 +2026-01-07 11:18:46 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:560.15 total_reward_ma:563.41 loss:0.04909 fps:1324 +frame:4.36e+06 wall_t:3293 t:272500 epi:nan +opt_step:68096 lr:0.000141 clip_eps:0.1 entropy:0.8215 +2026-01-07 11:18:53 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:556.70 total_reward_ma:563.58 loss:0.06369 fps:1324 +frame:4.37e+06 wall_t:3301 t:273125 epi:nan +opt_step:68256 lr:0.0001408 clip_eps:0.1 entropy:0.7605 +2026-01-07 11:19:01 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:556.05 total_reward_ma:563.74 loss:0.02176 fps:1324 +frame:4.38e+06 wall_t:3308 t:273750 epi:nan +opt_step:68416 lr:0.0001405 clip_eps:0.1 entropy:0.6756 +2026-01-07 11:19:08 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:554.75 total_reward_ma:563.78 loss:0.02082 fps:1324 +frame:4.39e+06 wall_t:3315 t:274375 epi:nan +opt_step:68576 lr:0.0001403 clip_eps:0.1 entropy:0.9331 +2026-01-07 11:19:15 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:563.10 total_reward_ma:563.89 loss:0.01679 fps:1325 +frame:4.40e+06 wall_t:3322 t:275000 epi:nan +opt_step:68736 lr:0.00014 clip_eps:0.1 entropy:0.7358 +2026-01-07 11:19:22 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:565.40 total_reward_ma:564.07 loss:0.05385 fps:1325 +frame:4.41e+06 wall_t:3329 t:275625 epi:nan +opt_step:68896 lr:0.0001398 clip_eps:0.1 entropy:0.7256 +2026-01-07 11:19:30 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:556.80 total_reward_ma:564.05 loss:0.06831 fps:1325 +frame:4.42e+06 wall_t:3337 t:276250 epi:nan +opt_step:69056 lr:0.0001395 clip_eps:0.1 entropy:0.8546 +2026-01-07 11:19:38 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:562.05 total_reward_ma:564.20 loss:0.04582 fps:1324 +frame:4.43e+06 wall_t:3345 t:276875 epi:nan +opt_step:69216 lr:0.0001393 clip_eps:0.1 entropy:0.912 +2026-01-07 11:19:45 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:574.85 total_reward_ma:564.45 loss:0.04596 fps:1325 +frame:4.44e+06 wall_t:3352 t:277500 epi:nan +opt_step:69344 lr:0.000139 clip_eps:0.1 entropy:0.7985 +2026-01-07 11:19:53 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:590.05 total_reward_ma:564.70 loss:0.06434 fps:1324 +frame:4.45e+06 wall_t:3360 t:278125 epi:nan +opt_step:69504 lr:0.0001388 clip_eps:0.1 entropy:0.8757 +2026-01-07 11:20:00 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:590.95 total_reward_ma:564.80 loss:0.04532 fps:1325 +frame:4.46e+06 wall_t:3367 t:278750 epi:nan +opt_step:69664 lr:0.0001385 clip_eps:0.1 entropy:0.7745 +2026-01-07 11:20:08 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:593.95 total_reward_ma:564.98 loss:0.01498 fps:1324 +frame:4.47e+06 wall_t:3375 t:279375 epi:nan +opt_step:69824 lr:0.0001383 clip_eps:0.1 entropy:0.7923 +2026-01-07 11:20:16 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:586.10 total_reward_ma:565.28 loss:0.08123 fps:1324 +frame:4.48e+06 wall_t:3383 t:280000 epi:nan +opt_step:69984 lr:0.000138 clip_eps:0.1 entropy:0.9288 +2026-01-07 11:20:23 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:574.85 total_reward_ma:565.58 loss:0.09305 fps:1324 +frame:4.49e+06 wall_t:3391 t:280625 epi:nan +opt_step:70144 lr:0.0001378 clip_eps:0.1 entropy:0.7597 +2026-01-07 11:20:31 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:569.35 total_reward_ma:565.84 loss:0.01663 fps:1324 +frame:4.50e+06 wall_t:3398 t:281250 epi:nan +opt_step:70304 lr:0.0001375 clip_eps:0.1 entropy:0.9263 +2026-01-07 11:20:38 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:577.55 total_reward_ma:566.20 loss:0.04821 fps:1325 +frame:4.51e+06 wall_t:3405 t:281875 epi:nan +opt_step:70464 lr:0.0001373 clip_eps:0.1 entropy:0.7855 +2026-01-07 11:20:45 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:577.65 total_reward_ma:566.70 loss:0.06178 fps:1325 +frame:4.52e+06 wall_t:3412 t:282500 epi:nan +opt_step:70624 lr:0.000137 clip_eps:0.1 entropy:0.8212 +2026-01-07 11:20:52 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:567.35 total_reward_ma:567.15 loss:0.05255 fps:1325 +frame:4.53e+06 wall_t:3419 t:283125 epi:nan +opt_step:70752 lr:0.0001368 clip_eps:0.1 entropy:0.9074 +2026-01-07 11:20:59 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:564.05 total_reward_ma:567.64 loss:0.02829 fps:1325 +frame:4.54e+06 wall_t:3426 t:283750 epi:nan +opt_step:70912 lr:0.0001365 clip_eps:0.1 entropy:0.9311 +2026-01-07 11:21:08 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:569.70 total_reward_ma:568.29 loss:0.06448 fps:1325 +frame:4.55e+06 wall_t:3435 t:284375 epi:nan +opt_step:71072 lr:0.0001363 clip_eps:0.1 entropy:0.8845 +2026-01-07 11:21:16 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:561.40 total_reward_ma:568.72 loss:0.0238 fps:1324 +frame:4.56e+06 wall_t:3443 t:285000 epi:nan +opt_step:71232 lr:0.000136 clip_eps:0.1 entropy:0.8471 +2026-01-07 11:21:25 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:573.30 total_reward_ma:569.13 loss:0.07418 fps:1324 +frame:4.57e+06 wall_t:3452 t:285625 epi:nan +opt_step:71392 lr:0.0001358 clip_eps:0.1 entropy:0.848 +2026-01-07 11:21:33 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:575.50 total_reward_ma:569.57 loss:0.04679 fps:1324 +frame:4.58e+06 wall_t:3460 t:286250 epi:nan +opt_step:71552 lr:0.0001355 clip_eps:0.1 entropy:0.8998 +2026-01-07 11:21:40 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:575.00 total_reward_ma:570.00 loss:0.05379 fps:1324 +frame:4.59e+06 wall_t:3467 t:286875 epi:nan +opt_step:71712 lr:0.0001353 clip_eps:0.1 entropy:0.8681 +2026-01-07 11:21:47 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:566.30 total_reward_ma:570.25 loss:0.06902 fps:1324 +frame:4.60e+06 wall_t:3474 t:287500 epi:nan +opt_step:71872 lr:0.000135 clip_eps:0.1 entropy:0.9073 +2026-01-07 11:21:55 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:576.65 total_reward_ma:570.48 loss:0.04642 fps:1324 +frame:4.61e+06 wall_t:3482 t:288125 epi:nan +opt_step:72000 lr:0.0001348 clip_eps:0.1 entropy:0.8246 +2026-01-07 11:22:02 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:587.45 total_reward_ma:570.88 loss:0.095 fps:1324 +frame:4.62e+06 wall_t:3489 t:288750 epi:nan +opt_step:72160 lr:0.0001345 clip_eps:0.1 entropy:0.9583 +2026-01-07 11:22:09 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:575.05 total_reward_ma:570.99 loss:0.03609 fps:1324 +frame:4.63e+06 wall_t:3496 t:289375 epi:nan +opt_step:72320 lr:0.0001343 clip_eps:0.1 entropy:0.8012 +2026-01-07 11:22:17 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:588.85 total_reward_ma:571.22 loss:0.03238 fps:1324 +frame:4.64e+06 wall_t:3504 t:290000 epi:nan +opt_step:72480 lr:0.000134 clip_eps:0.1 entropy:0.924 +2026-01-07 11:22:24 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:585.35 total_reward_ma:571.34 loss:0.02986 fps:1324 +frame:4.65e+06 wall_t:3511 t:290625 epi:nan +opt_step:72640 lr:0.0001338 clip_eps:0.1 entropy:0.9455 +2026-01-07 11:22:32 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:575.85 total_reward_ma:571.28 loss:0.04399 fps:1324 +frame:4.66e+06 wall_t:3520 t:291250 epi:nan +opt_step:72800 lr:0.0001335 clip_eps:0.1 entropy:0.8996 +2026-01-07 11:22:41 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:589.65 total_reward_ma:571.30 loss:0.08086 fps:1324 +frame:4.67e+06 wall_t:3528 t:291875 epi:nan +opt_step:72960 lr:0.0001333 clip_eps:0.1 entropy:0.8086 +2026-01-07 11:22:49 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:600.90 total_reward_ma:571.51 loss:0.03661 fps:1324 +frame:4.68e+06 wall_t:3536 t:292500 epi:nan +opt_step:73120 lr:0.000133 clip_eps:0.1 entropy:0.8379 +2026-01-07 11:22:57 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:585.90 total_reward_ma:571.59 loss:0.05044 fps:1323 +frame:4.69e+06 wall_t:3544 t:293125 epi:nan +opt_step:73280 lr:0.0001328 clip_eps:0.1 entropy:1.054 +2026-01-07 11:23:03 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:569.30 total_reward_ma:571.50 loss:0.04819 fps:1324 +frame:4.70e+06 wall_t:3551 t:293750 epi:nan +opt_step:73408 lr:0.0001325 clip_eps:0.1 entropy:0.8048 +2026-01-07 11:23:11 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:564.00 total_reward_ma:571.28 loss:0.03683 fps:1324 +frame:4.71e+06 wall_t:3558 t:294375 epi:nan +opt_step:73568 lr:0.0001323 clip_eps:0.1 entropy:0.9546 +2026-01-07 11:23:18 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:554.85 total_reward_ma:570.95 loss:0.03148 fps:1324 +frame:4.72e+06 wall_t:3565 t:295000 epi:nan +opt_step:73728 lr:0.000132 clip_eps:0.1 entropy:0.6917 +2026-01-07 11:23:26 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:561.65 total_reward_ma:570.75 loss:0.03797 fps:1324 +frame:4.73e+06 wall_t:3573 t:295625 epi:nan +opt_step:73888 lr:0.0001318 clip_eps:0.1 entropy:0.7557 +2026-01-07 11:23:34 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:556.45 total_reward_ma:570.62 loss:0.03137 fps:1323 +frame:4.74e+06 wall_t:3582 t:296250 epi:nan +opt_step:74048 lr:0.0001315 clip_eps:0.1 entropy:0.8858 +2026-01-07 11:23:42 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:556.15 total_reward_ma:570.74 loss:0.02178 fps:1323 +frame:4.75e+06 wall_t:3589 t:296875 epi:nan +opt_step:74208 lr:0.0001313 clip_eps:0.1 entropy:0.8732 +2026-01-07 11:23:50 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:546.55 total_reward_ma:570.72 loss:0.01979 fps:1323 +frame:4.76e+06 wall_t:3597 t:297500 epi:nan +opt_step:74368 lr:0.000131 clip_eps:0.1 entropy:0.9891 +2026-01-07 11:23:58 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:558.30 total_reward_ma:570.90 loss:0.04566 fps:1323 +frame:4.77e+06 wall_t:3605 t:298125 epi:nan +opt_step:74528 lr:0.0001308 clip_eps:0.1 entropy:0.9299 +2026-01-07 11:24:04 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:561.40 total_reward_ma:571.12 loss:0.04209 fps:1324 +frame:4.78e+06 wall_t:3611 t:298750 epi:nan +opt_step:74656 lr:0.0001306 clip_eps:0.1 entropy:0.8103 +2026-01-07 11:24:11 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:557.35 total_reward_ma:571.26 loss:0.02066 fps:1324 +frame:4.79e+06 wall_t:3618 t:299375 epi:nan +opt_step:74816 lr:0.0001303 clip_eps:0.1 entropy:0.8393 +2026-01-07 11:24:19 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:562.70 total_reward_ma:571.34 loss:0.05371 fps:1324 +frame:4.80e+06 wall_t:3626 t:300000 epi:nan +opt_step:74976 lr:0.00013 clip_eps:0.1 entropy:0.8822 +2026-01-07 11:24:26 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:554.15 total_reward_ma:571.45 loss:0.03069 fps:1324 +frame:4.81e+06 wall_t:3633 t:300625 epi:nan +opt_step:75136 lr:0.0001298 clip_eps:0.1 entropy:0.8569 +2026-01-07 11:24:34 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:559.00 total_reward_ma:571.60 loss:0.05917 fps:1324 +frame:4.82e+06 wall_t:3641 t:301250 epi:nan +opt_step:75296 lr:0.0001295 clip_eps:0.1 entropy:0.979 +2026-01-07 11:24:41 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:561.90 total_reward_ma:571.66 loss:0.02574 fps:1324 +frame:4.83e+06 wall_t:3648 t:301875 epi:nan +opt_step:75456 lr:0.0001293 clip_eps:0.1 entropy:0.8312 +2026-01-07 11:24:48 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:559.05 total_reward_ma:571.65 loss:0.0298 fps:1324 +frame:4.84e+06 wall_t:3655 t:302500 epi:nan +opt_step:75616 lr:0.000129 clip_eps:0.1 entropy:0.8056 +2026-01-07 11:24:55 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:573.60 total_reward_ma:571.60 loss:0.02453 fps:1324 +frame:4.85e+06 wall_t:3663 t:303125 epi:nan +opt_step:75776 lr:0.0001288 clip_eps:0.1 entropy:0.8795 +2026-01-07 11:25:04 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:578.50 total_reward_ma:571.58 loss:0.05366 fps:1324 +frame:4.86e+06 wall_t:3671 t:303750 epi:nan +opt_step:75936 lr:0.0001285 clip_eps:0.1 entropy:0.8857 +2026-01-07 11:25:10 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:590.30 total_reward_ma:571.65 loss:0.01387 fps:1324 +frame:4.87e+06 wall_t:3677 t:304375 epi:nan +opt_step:76064 lr:0.0001283 clip_eps:0.1 entropy:0.6979 +2026-01-07 11:25:17 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:589.40 total_reward_ma:571.91 loss:0.01576 fps:1325 +frame:4.88e+06 wall_t:3684 t:305000 epi:nan +opt_step:76224 lr:0.000128 clip_eps:0.1 entropy:0.7835 +2026-01-07 11:25:25 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:601.15 total_reward_ma:572.19 loss:0.02221 fps:1324 +frame:4.89e+06 wall_t:3692 t:305625 epi:nan +opt_step:76384 lr:0.0001278 clip_eps:0.1 entropy:0.7988 +2026-01-07 11:25:33 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:604.20 total_reward_ma:572.41 loss:0.04174 fps:1324 +frame:4.90e+06 wall_t:3700 t:306250 epi:nan +opt_step:76544 lr:0.0001275 clip_eps:0.1 entropy:0.8427 +2026-01-07 11:25:41 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:596.85 total_reward_ma:572.46 loss:0.02282 fps:1324 +frame:4.91e+06 wall_t:3708 t:306875 epi:nan +opt_step:76704 lr:0.0001273 clip_eps:0.1 entropy:0.7611 +2026-01-07 11:25:49 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:592.45 total_reward_ma:572.43 loss:0.03159 fps:1324 +frame:4.92e+06 wall_t:3716 t:307500 epi:nan +opt_step:76864 lr:0.000127 clip_eps:0.1 entropy:0.8563 +2026-01-07 11:25:57 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:595.60 total_reward_ma:572.52 loss:0.05673 fps:1324 +frame:4.93e+06 wall_t:3724 t:308125 epi:nan +opt_step:77024 lr:0.0001268 clip_eps:0.1 entropy:0.8268 +2026-01-07 11:26:04 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:585.00 total_reward_ma:572.46 loss:0.03385 fps:1324 +frame:4.94e+06 wall_t:3731 t:308750 epi:nan +opt_step:77184 lr:0.0001265 clip_eps:0.1 entropy:0.7838 +2026-01-07 11:26:12 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:586.25 total_reward_ma:572.38 loss:0.04306 fps:1324 +frame:4.95e+06 wall_t:3739 t:309375 epi:nan +opt_step:77312 lr:0.0001263 clip_eps:0.1 entropy:0.8218 +2026-01-07 11:26:20 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:586.40 total_reward_ma:572.33 loss:0.03038 fps:1324 +frame:4.96e+06 wall_t:3747 t:310000 epi:nan +opt_step:77472 lr:0.000126 clip_eps:0.1 entropy:0.9602 +2026-01-07 11:26:27 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:581.30 total_reward_ma:572.19 loss:0.02607 fps:1324 +frame:4.97e+06 wall_t:3754 t:310625 epi:nan +opt_step:77632 lr:0.0001258 clip_eps:0.1 entropy:0.785 +2026-01-07 11:26:34 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:574.05 total_reward_ma:571.92 loss:0.03272 fps:1324 +frame:4.98e+06 wall_t:3761 t:311250 epi:nan +opt_step:77792 lr:0.0001255 clip_eps:0.1 entropy:0.9641 +2026-01-07 11:26:42 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:578.45 total_reward_ma:571.77 loss:0.02769 fps:1324 +frame:4.99e+06 wall_t:3769 t:311875 epi:nan +opt_step:77952 lr:0.0001253 clip_eps:0.1 entropy:0.9041 +2026-01-07 11:26:49 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:582.25 total_reward_ma:571.59 loss:0.04495 fps:1324 +frame:5.00e+06 wall_t:3776 t:312500 epi:nan +opt_step:78112 lr:0.000125 clip_eps:0.1 entropy:0.9515 +2026-01-07 11:26:55 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:571.25 total_reward_ma:571.41 loss:0.05385 fps:1324 +frame:5.01e+06 wall_t:3783 t:313125 epi:nan +opt_step:78272 lr:0.0001248 clip_eps:0.1 entropy:0.8388 +2026-01-07 11:27:03 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:563.80 total_reward_ma:571.27 loss:0.06867 fps:1325 +frame:5.02e+06 wall_t:3790 t:313750 epi:nan +opt_step:78432 lr:0.0001245 clip_eps:0.1 entropy:0.8431 +2026-01-07 11:27:10 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:558.25 total_reward_ma:571.06 loss:0.04302 fps:1325 +frame:5.03e+06 wall_t:3797 t:314375 epi:nan +opt_step:78592 lr:0.0001243 clip_eps:0.1 entropy:0.9074 +2026-01-07 11:27:17 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:555.85 total_reward_ma:570.69 loss:0.06111 fps:1325 +frame:5.04e+06 wall_t:3804 t:315000 epi:nan +opt_step:78720 lr:0.000124 clip_eps:0.1 entropy:0.7365 +2026-01-07 11:27:24 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:569.40 total_reward_ma:570.48 loss:0.02982 fps:1325 +frame:5.05e+06 wall_t:3812 t:315625 epi:nan +opt_step:78880 lr:0.0001238 clip_eps:0.1 entropy:0.9988 +2026-01-07 11:27:32 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:580.35 total_reward_ma:570.59 loss:0.04618 fps:1325 +frame:5.06e+06 wall_t:3820 t:316250 epi:nan +opt_step:79040 lr:0.0001235 clip_eps:0.1 entropy:0.8591 +2026-01-07 11:27:40 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:582.80 total_reward_ma:570.69 loss:0.02645 fps:1325 +frame:5.07e+06 wall_t:3827 t:316875 epi:nan +opt_step:79200 lr:0.0001233 clip_eps:0.1 entropy:0.8305 +2026-01-07 11:27:48 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:581.05 total_reward_ma:570.90 loss:0.03558 fps:1325 +frame:5.08e+06 wall_t:3835 t:317500 epi:nan +opt_step:79360 lr:0.000123 clip_eps:0.1 entropy:0.8427 +2026-01-07 11:27:55 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:584.15 total_reward_ma:571.05 loss:0.08274 fps:1325 +frame:5.09e+06 wall_t:3842 t:318125 epi:nan +opt_step:79520 lr:0.0001228 clip_eps:0.1 entropy:0.8821 +2026-01-07 11:28:03 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:592.65 total_reward_ma:571.11 loss:0.01769 fps:1325 +frame:5.10e+06 wall_t:3850 t:318750 epi:nan +opt_step:79680 lr:0.0001225 clip_eps:0.1 entropy:0.8622 +2026-01-07 11:28:11 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:595.00 total_reward_ma:571.35 loss:0.0237 fps:1325 +frame:5.11e+06 wall_t:3858 t:319375 epi:nan +opt_step:79840 lr:0.0001223 clip_eps:0.1 entropy:0.8643 +2026-01-07 11:28:19 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:589.60 total_reward_ma:571.56 loss:0.02976 fps:1324 +frame:5.12e+06 wall_t:3866 t:320000 epi:nan +opt_step:80000 lr:0.000122 clip_eps:0.1 entropy:0.9551 +2026-01-07 11:28:25 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:568.40 total_reward_ma:571.63 loss:0.06258 fps:1325 +frame:5.13e+06 wall_t:3872 t:320625 epi:nan +opt_step:80128 lr:0.0001218 clip_eps:0.1 entropy:0.7821 +2026-01-07 11:28:32 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:556.80 total_reward_ma:571.59 loss:0.04852 fps:1325 +frame:5.14e+06 wall_t:3879 t:321250 epi:nan +opt_step:80288 lr:0.0001215 clip_eps:0.1 entropy:0.8353 +2026-01-07 11:28:39 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:565.45 total_reward_ma:571.69 loss:0.007763 fps:1325 +frame:5.15e+06 wall_t:3886 t:321875 epi:nan +opt_step:80448 lr:0.0001213 clip_eps:0.1 entropy:0.9453 +2026-01-07 11:28:46 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:560.95 total_reward_ma:571.68 loss:0.0129 fps:1325 +frame:5.16e+06 wall_t:3894 t:322500 epi:nan +opt_step:80608 lr:0.000121 clip_eps:0.1 entropy:0.9394 +2026-01-07 11:28:54 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:560.60 total_reward_ma:571.70 loss:0.06118 fps:1325 +frame:5.17e+06 wall_t:3901 t:323125 epi:nan +opt_step:80768 lr:0.0001208 clip_eps:0.1 entropy:0.8029 +2026-01-07 11:29:02 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:560.00 total_reward_ma:571.74 loss:0.02659 fps:1325 +frame:5.18e+06 wall_t:3909 t:323750 epi:nan +opt_step:80928 lr:0.0001205 clip_eps:0.1 entropy:0.8423 +2026-01-07 11:29:10 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:559.15 total_reward_ma:571.67 loss:0.04139 fps:1325 +frame:5.19e+06 wall_t:3917 t:324375 epi:nan +opt_step:81088 lr:0.0001203 clip_eps:0.1 entropy:0.7205 +2026-01-07 11:29:17 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:569.70 total_reward_ma:571.78 loss:0.02843 fps:1325 +frame:5.20e+06 wall_t:3924 t:325000 epi:nan +opt_step:81248 lr:0.00012 clip_eps:0.1 entropy:0.8903 +2026-01-07 11:29:24 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:577.85 total_reward_ma:572.03 loss:0.03713 fps:1325 +frame:5.21e+06 wall_t:3931 t:325625 epi:nan +opt_step:81376 lr:0.0001198 clip_eps:0.1 entropy:0.7953 +2026-01-07 11:29:31 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:585.85 total_reward_ma:572.41 loss:0.02917 fps:1326 +frame:5.22e+06 wall_t:3938 t:326250 epi:nan +opt_step:81536 lr:0.0001195 clip_eps:0.1 entropy:0.8532 +2026-01-07 11:29:39 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:598.35 total_reward_ma:572.82 loss:0.001288 fps:1325 +frame:5.23e+06 wall_t:3946 t:326875 epi:nan +opt_step:81696 lr:0.0001193 clip_eps:0.1 entropy:0.8698 +2026-01-07 11:29:46 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:585.15 total_reward_ma:573.15 loss:0.04317 fps:1326 +frame:5.24e+06 wall_t:3953 t:327500 epi:nan +opt_step:81856 lr:0.000119 clip_eps:0.1 entropy:0.9489 +2026-01-07 11:29:54 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:591.80 total_reward_ma:573.52 loss:0.01144 fps:1325 +frame:5.25e+06 wall_t:3961 t:328125 epi:nan +opt_step:82016 lr:0.0001188 clip_eps:0.1 entropy:0.8049 +2026-01-07 11:30:01 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:598.20 total_reward_ma:573.94 loss:0.04744 fps:1325 +frame:5.26e+06 wall_t:3969 t:328750 epi:nan +opt_step:82176 lr:0.0001185 clip_eps:0.1 entropy:0.9302 +2026-01-07 11:30:09 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:591.20 total_reward_ma:574.35 loss:0.05078 fps:1325 +frame:5.27e+06 wall_t:3976 t:329375 epi:nan +opt_step:82336 lr:0.0001183 clip_eps:0.1 entropy:0.6756 +2026-01-07 11:30:15 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:596.85 total_reward_ma:574.70 loss:0.1319 fps:1326 +frame:5.28e+06 wall_t:3983 t:330000 epi:nan +opt_step:82496 lr:0.000118 clip_eps:0.1 entropy:0.8659 +2026-01-07 11:30:23 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:590.60 total_reward_ma:574.97 loss:0.06975 fps:1326 +frame:5.29e+06 wall_t:3990 t:330625 epi:nan +opt_step:82656 lr:0.0001178 clip_eps:0.1 entropy:0.7183 +2026-01-07 11:30:30 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:582.75 total_reward_ma:574.98 loss:0.02941 fps:1326 +frame:5.30e+06 wall_t:3997 t:331250 epi:nan +opt_step:82784 lr:0.0001175 clip_eps:0.1 entropy:0.7509 +2026-01-07 11:30:38 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:576.10 total_reward_ma:574.98 loss:0.02792 fps:1326 +frame:5.31e+06 wall_t:4006 t:331875 epi:nan +opt_step:82944 lr:0.0001173 clip_eps:0.1 entropy:0.8103 +2026-01-07 11:30:46 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:579.95 total_reward_ma:575.04 loss:0.04932 fps:1326 +frame:5.32e+06 wall_t:4013 t:332500 epi:nan +opt_step:83104 lr:0.000117 clip_eps:0.1 entropy:0.9232 +2026-01-07 11:30:53 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:572.60 total_reward_ma:575.05 loss:0.05594 fps:1326 +frame:5.33e+06 wall_t:4020 t:333125 epi:nan +opt_step:83264 lr:0.0001168 clip_eps:0.1 entropy:0.8607 +2026-01-07 11:31:01 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:565.20 total_reward_ma:574.93 loss:0.03295 fps:1326 +frame:5.34e+06 wall_t:4028 t:333750 epi:nan +opt_step:83424 lr:0.0001165 clip_eps:0.1 entropy:0.7923 +2026-01-07 11:31:08 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:568.30 total_reward_ma:574.93 loss:0.09849 fps:1326 +frame:5.35e+06 wall_t:4035 t:334375 epi:nan +opt_step:83584 lr:0.0001163 clip_eps:0.1 entropy:0.7874 +2026-01-07 11:31:15 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:574.60 total_reward_ma:575.08 loss:0.08346 fps:1326 +frame:5.36e+06 wall_t:4042 t:335000 epi:nan +opt_step:83744 lr:0.000116 clip_eps:0.1 entropy:0.8523 +2026-01-07 11:31:23 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:570.60 total_reward_ma:575.21 loss:0.07268 fps:1326 +frame:5.37e+06 wall_t:4050 t:335625 epi:nan +opt_step:83904 lr:0.0001158 clip_eps:0.1 entropy:0.7552 +2026-01-07 11:31:30 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:569.85 total_reward_ma:575.35 loss:0.05457 fps:1326 +frame:5.38e+06 wall_t:4057 t:336250 epi:nan +opt_step:84032 lr:0.0001155 clip_eps:0.1 entropy:0.866 +2026-01-07 11:31:38 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:562.20 total_reward_ma:575.43 loss:0.05666 fps:1326 +frame:5.39e+06 wall_t:4065 t:336875 epi:nan +opt_step:84192 lr:0.0001153 clip_eps:0.1 entropy:0.6628 +2026-01-07 11:31:45 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:567.45 total_reward_ma:575.47 loss:0.03491 fps:1326 +frame:5.40e+06 wall_t:4072 t:337500 epi:nan +opt_step:84352 lr:0.000115 clip_eps:0.1 entropy:0.8027 +2026-01-07 11:31:52 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:561.20 total_reward_ma:575.43 loss:0.01274 fps:1326 +frame:5.41e+06 wall_t:4079 t:338125 epi:nan +opt_step:84512 lr:0.0001148 clip_eps:0.1 entropy:0.881 +2026-01-07 11:31:59 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:562.45 total_reward_ma:575.48 loss:0.01423 fps:1326 +frame:5.42e+06 wall_t:4086 t:338750 epi:nan +opt_step:84672 lr:0.0001145 clip_eps:0.1 entropy:0.8183 +2026-01-07 11:32:06 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:570.10 total_reward_ma:575.57 loss:0.06067 fps:1327 +frame:5.43e+06 wall_t:4093 t:339375 epi:nan +opt_step:84832 lr:0.0001143 clip_eps:0.1 entropy:0.8431 +2026-01-07 11:32:13 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:564.25 total_reward_ma:575.46 loss:0.03085 fps:1327 +frame:5.44e+06 wall_t:4101 t:340000 epi:nan +opt_step:84992 lr:0.000114 clip_eps:0.1 entropy:0.8615 +2026-01-07 11:32:22 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:571.85 total_reward_ma:575.28 loss:0.04399 fps:1326 +frame:5.45e+06 wall_t:4110 t:340625 epi:nan +opt_step:85152 lr:0.0001138 clip_eps:0.1 entropy:0.6742 +2026-01-07 11:32:30 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:569.15 total_reward_ma:575.06 loss:0.04313 fps:1326 +frame:5.46e+06 wall_t:4118 t:341250 epi:nan +opt_step:85312 lr:0.0001135 clip_eps:0.1 entropy:0.7837 +2026-01-07 11:32:38 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:584.25 total_reward_ma:574.96 loss:0.02126 fps:1326 +frame:5.47e+06 wall_t:4125 t:341875 epi:nan +opt_step:85440 lr:0.0001133 clip_eps:0.1 entropy:0.8868 +2026-01-07 11:32:46 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:586.75 total_reward_ma:574.97 loss:0.04852 fps:1326 +frame:5.48e+06 wall_t:4133 t:342500 epi:nan +opt_step:85600 lr:0.000113 clip_eps:0.1 entropy:0.7621 +2026-01-07 11:32:54 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:584.45 total_reward_ma:575.06 loss:0.03573 fps:1326 +frame:5.49e+06 wall_t:4141 t:343125 epi:nan +opt_step:85760 lr:0.0001128 clip_eps:0.1 entropy:0.8525 +2026-01-07 11:33:02 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:589.90 total_reward_ma:575.27 loss:0.05027 fps:1326 +frame:5.50e+06 wall_t:4149 t:343750 epi:nan +opt_step:85920 lr:0.0001125 clip_eps:0.1 entropy:0.716 +2026-01-07 11:33:09 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:590.50 total_reward_ma:575.40 loss:0.03977 fps:1325 +frame:5.51e+06 wall_t:4157 t:344375 epi:nan +opt_step:86080 lr:0.0001123 clip_eps:0.1 entropy:1.021 +2026-01-07 11:33:16 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:583.00 total_reward_ma:575.45 loss:0.03504 fps:1326 +frame:5.52e+06 wall_t:4163 t:345000 epi:nan +opt_step:86240 lr:0.000112 clip_eps:0.1 entropy:0.8089 +2026-01-07 11:33:24 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:574.15 total_reward_ma:575.52 loss:0.07408 fps:1326 +frame:5.53e+06 wall_t:4171 t:345625 epi:nan +opt_step:86400 lr:0.0001118 clip_eps:0.1 entropy:0.8238 +2026-01-07 11:33:31 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:574.85 total_reward_ma:575.63 loss:0.05951 fps:1326 +frame:5.54e+06 wall_t:4178 t:346250 epi:nan +opt_step:86560 lr:0.0001115 clip_eps:0.1 entropy:0.8485 +2026-01-07 11:33:39 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:574.40 total_reward_ma:575.68 loss:0.01383 fps:1326 +frame:5.55e+06 wall_t:4186 t:346875 epi:nan +opt_step:86688 lr:0.0001113 clip_eps:0.1 entropy:0.7106 +2026-01-07 11:33:46 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:570.70 total_reward_ma:575.77 loss:0.02315 fps:1326 +frame:5.56e+06 wall_t:4193 t:347500 epi:nan +opt_step:86848 lr:0.000111 clip_eps:0.1 entropy:0.8898 +2026-01-07 11:33:53 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:586.55 total_reward_ma:575.90 loss:0.03673 fps:1326 +frame:5.57e+06 wall_t:4200 t:348125 epi:nan +opt_step:87008 lr:0.0001108 clip_eps:0.1 entropy:0.6636 +2026-01-07 11:34:01 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:592.15 total_reward_ma:576.07 loss:0.03215 fps:1326 +frame:5.58e+06 wall_t:4208 t:348750 epi:nan +opt_step:87168 lr:0.0001105 clip_eps:0.1 entropy:0.884 +2026-01-07 11:34:08 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:596.55 total_reward_ma:576.28 loss:0.02928 fps:1326 +frame:5.59e+06 wall_t:4215 t:349375 epi:nan +opt_step:87328 lr:0.0001103 clip_eps:0.1 entropy:0.7995 +2026-01-07 11:34:16 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:598.40 total_reward_ma:576.60 loss:0.01015 fps:1326 +frame:5.60e+06 wall_t:4223 t:350000 epi:nan +opt_step:87488 lr:0.00011 clip_eps:0.1 entropy:0.858 +2026-01-07 11:34:23 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:608.55 total_reward_ma:576.92 loss:0.04326 fps:1326 +frame:5.61e+06 wall_t:4230 t:350625 epi:nan +opt_step:87648 lr:0.0001098 clip_eps:0.1 entropy:0.938 +2026-01-07 11:34:30 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:622.95 total_reward_ma:577.28 loss:0.01062 fps:1326 +frame:5.62e+06 wall_t:4238 t:351250 epi:nan +opt_step:87808 lr:0.0001095 clip_eps:0.1 entropy:0.8319 +2026-01-07 11:34:37 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:625.05 total_reward_ma:577.78 loss:0.03151 fps:1327 +frame:5.63e+06 wall_t:4244 t:351875 epi:nan +opt_step:87968 lr:0.0001093 clip_eps:0.1 entropy:0.7843 +2026-01-07 11:34:45 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:628.25 total_reward_ma:578.17 loss:0.03372 fps:1326 +frame:5.64e+06 wall_t:4252 t:352500 epi:nan +opt_step:88096 lr:0.000109 clip_eps:0.1 entropy:0.9238 +2026-01-07 11:34:53 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:635.45 total_reward_ma:578.67 loss:0.08391 fps:1326 +frame:5.65e+06 wall_t:4260 t:353125 epi:nan +opt_step:88256 lr:0.0001088 clip_eps:0.1 entropy:0.7398 +2026-01-07 11:35:00 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:626.30 total_reward_ma:579.18 loss:0.06365 fps:1326 +frame:5.66e+06 wall_t:4267 t:353750 epi:nan +opt_step:88416 lr:0.0001085 clip_eps:0.1 entropy:0.7994 +2026-01-07 11:35:07 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:621.35 total_reward_ma:579.49 loss:0.02927 fps:1327 +frame:5.67e+06 wall_t:4274 t:354375 epi:nan +opt_step:88576 lr:0.0001083 clip_eps:0.1 entropy:0.9941 +2026-01-07 11:35:15 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:625.05 total_reward_ma:579.74 loss:0.04835 fps:1326 +frame:5.68e+06 wall_t:4282 t:355000 epi:nan +opt_step:88736 lr:0.000108 clip_eps:0.1 entropy:0.9362 +2026-01-07 11:35:23 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:627.15 total_reward_ma:580.15 loss:0.02178 fps:1326 +frame:5.69e+06 wall_t:4290 t:355625 epi:nan +opt_step:88896 lr:0.0001078 clip_eps:0.1 entropy:0.9892 +2026-01-07 11:35:31 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:615.10 total_reward_ma:580.61 loss:0.0713 fps:1326 +frame:5.70e+06 wall_t:4298 t:356250 epi:nan +opt_step:89056 lr:0.0001075 clip_eps:0.1 entropy:1.041 +2026-01-07 11:35:39 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:613.55 total_reward_ma:581.10 loss:0.02023 fps:1326 +frame:5.71e+06 wall_t:4306 t:356875 epi:nan +opt_step:89216 lr:0.0001073 clip_eps:0.1 entropy:0.8874 +2026-01-07 11:35:47 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:607.30 total_reward_ma:581.63 loss:0.04311 fps:1326 +frame:5.72e+06 wall_t:4314 t:357500 epi:nan +opt_step:89344 lr:0.000107 clip_eps:0.1 entropy:0.8911 +2026-01-07 11:35:55 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:597.45 total_reward_ma:581.99 loss:0.03212 fps:1326 +frame:5.73e+06 wall_t:4322 t:358125 epi:nan +opt_step:89504 lr:0.0001068 clip_eps:0.1 entropy:0.8817 +2026-01-07 11:36:02 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:588.70 total_reward_ma:582.31 loss:0.04277 fps:1326 +frame:5.74e+06 wall_t:4329 t:358750 epi:nan +opt_step:89664 lr:0.0001065 clip_eps:0.1 entropy:0.9657 +2026-01-07 11:36:10 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:583.65 total_reward_ma:582.58 loss:0.08454 fps:1326 +frame:5.75e+06 wall_t:4337 t:359375 epi:nan +opt_step:89824 lr:0.0001063 clip_eps:0.1 entropy:0.6365 +2026-01-07 11:36:17 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:585.15 total_reward_ma:582.97 loss:0.06473 fps:1326 +frame:5.76e+06 wall_t:4344 t:360000 epi:nan +opt_step:89984 lr:0.000106 clip_eps:0.1 entropy:0.7059 +2026-01-07 11:36:25 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:594.15 total_reward_ma:583.33 loss:0.02967 fps:1326 +frame:5.77e+06 wall_t:4352 t:360625 epi:nan +opt_step:90144 lr:0.0001058 clip_eps:0.1 entropy:0.8604 +2026-01-07 11:36:32 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:587.10 total_reward_ma:583.58 loss:0.04377 fps:1326 +frame:5.78e+06 wall_t:4359 t:361250 epi:nan +opt_step:90304 lr:0.0001055 clip_eps:0.1 entropy:0.822 +2026-01-07 11:36:39 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:574.40 total_reward_ma:583.75 loss:0.05617 fps:1326 +frame:5.79e+06 wall_t:4367 t:361875 epi:nan +opt_step:90464 lr:0.0001053 clip_eps:0.1 entropy:0.9483 +2026-01-07 11:36:46 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:575.00 total_reward_ma:583.88 loss:0.0264 fps:1326 +frame:5.80e+06 wall_t:4374 t:362500 epi:nan +opt_step:90624 lr:0.000105 clip_eps:0.1 entropy:0.8352 +2026-01-07 11:36:52 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:569.55 total_reward_ma:584.03 loss:0.03857 fps:1327 +frame:5.81e+06 wall_t:4379 t:363125 epi:nan +opt_step:90752 lr:0.0001048 clip_eps:0.1 entropy:0.9904 +2026-01-07 11:36:58 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:580.95 total_reward_ma:584.25 loss:0.01587 fps:1327 +frame:5.82e+06 wall_t:4385 t:363750 epi:nan +opt_step:90912 lr:0.0001045 clip_eps:0.1 entropy:0.6898 +2026-01-07 11:37:05 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:578.55 total_reward_ma:584.42 loss:0.03622 fps:1327 +frame:5.83e+06 wall_t:4392 t:364375 epi:nan +opt_step:91072 lr:0.0001043 clip_eps:0.1 entropy:0.7842 +2026-01-07 11:37:13 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:585.35 total_reward_ma:584.68 loss:0.03533 fps:1327 +frame:5.84e+06 wall_t:4400 t:365000 epi:nan +opt_step:91232 lr:0.000104 clip_eps:0.1 entropy:0.7886 +2026-01-07 11:37:20 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:569.30 total_reward_ma:584.64 loss:0.04726 fps:1327 +frame:5.85e+06 wall_t:4407 t:365625 epi:nan +opt_step:91392 lr:0.0001038 clip_eps:0.1 entropy:0.9881 +2026-01-07 11:37:28 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:582.35 total_reward_ma:584.68 loss:0.02385 fps:1327 +frame:5.86e+06 wall_t:4415 t:366250 epi:nan +opt_step:91552 lr:0.0001035 clip_eps:0.1 entropy:0.8753 +2026-01-07 11:37:35 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:576.60 total_reward_ma:584.54 loss:0.06874 fps:1327 +frame:5.87e+06 wall_t:4423 t:366875 epi:nan +opt_step:91712 lr:0.0001033 clip_eps:0.1 entropy:0.6558 +2026-01-07 11:37:43 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:595.55 total_reward_ma:584.60 loss:0.05154 fps:1327 +frame:5.88e+06 wall_t:4430 t:367500 epi:nan +opt_step:91872 lr:0.000103 clip_eps:0.1 entropy:0.757 +2026-01-07 11:37:49 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:612.90 total_reward_ma:584.72 loss:0.03506 fps:1327 +frame:5.89e+06 wall_t:4437 t:368125 epi:nan +opt_step:92000 lr:0.0001028 clip_eps:0.1 entropy:0.8471 +2026-01-07 11:37:56 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:623.45 total_reward_ma:584.91 loss:0.04291 fps:1328 +frame:5.90e+06 wall_t:4444 t:368750 epi:nan +opt_step:92160 lr:0.0001025 clip_eps:0.1 entropy:0.8226 +2026-01-07 11:38:04 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:625.35 total_reward_ma:585.20 loss:0.05336 fps:1328 +frame:5.91e+06 wall_t:4451 t:369375 epi:nan +opt_step:92320 lr:0.0001023 clip_eps:0.1 entropy:0.7049 +2026-01-07 11:38:11 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:614.05 total_reward_ma:585.41 loss:0.07539 fps:1328 +frame:5.92e+06 wall_t:4458 t:370000 epi:nan +opt_step:92480 lr:0.000102 clip_eps:0.1 entropy:0.9325 +2026-01-07 11:38:18 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:595.90 total_reward_ma:585.41 loss:0.05931 fps:1328 +frame:5.93e+06 wall_t:4465 t:370625 epi:nan +opt_step:92640 lr:0.0001018 clip_eps:0.1 entropy:0.8484 +2026-01-07 11:38:23 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:607.95 total_reward_ma:585.64 loss:0.02881 fps:1329 +frame:5.94e+06 wall_t:4470 t:371250 epi:nan +opt_step:92800 lr:0.0001015 clip_eps:0.1 entropy:1.047 +2026-01-07 11:38:30 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:610.95 total_reward_ma:585.89 loss:0.06852 fps:1329 +frame:5.95e+06 wall_t:4477 t:371875 epi:nan +opt_step:92960 lr:0.0001013 clip_eps:0.1 entropy:0.9124 +2026-01-07 11:38:37 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:610.95 total_reward_ma:586.14 loss:0.04873 fps:1329 +frame:5.96e+06 wall_t:4484 t:372500 epi:nan +opt_step:93120 lr:0.000101 clip_eps:0.1 entropy:0.8845 +2026-01-07 11:38:44 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:604.15 total_reward_ma:586.36 loss:0.05039 fps:1329 +frame:5.97e+06 wall_t:4491 t:373125 epi:nan +opt_step:93280 lr:0.0001008 clip_eps:0.1 entropy:0.9317 +2026-01-07 11:38:50 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:594.05 total_reward_ma:586.56 loss:0.0258 fps:1330 +frame:5.98e+06 wall_t:4497 t:373750 epi:nan +opt_step:93408 lr:0.0001005 clip_eps:0.1 entropy:0.8207 +2026-01-07 11:38:57 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:599.05 total_reward_ma:586.77 loss:0.04801 fps:1330 +frame:5.99e+06 wall_t:4505 t:374375 epi:nan +opt_step:93568 lr:0.0001003 clip_eps:0.1 entropy:0.8427 +2026-01-07 11:39:06 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:598.95 total_reward_ma:586.94 loss:0.0203 fps:1329 +frame:6.00e+06 wall_t:4513 t:375000 epi:nan +opt_step:93728 lr:0.0001 clip_eps:0.1 entropy:0.6331 +2026-01-07 11:39:13 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:610.95 total_reward_ma:587.34 loss:0.01456 fps:1329 +frame:6.01e+06 wall_t:4521 t:375625 epi:nan +opt_step:93888 lr:9.978e-05 clip_eps:0.1 entropy:0.8327 +2026-01-07 11:39:21 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:608.70 total_reward_ma:587.78 loss:0.02981 fps:1330 +frame:6.02e+06 wall_t:4528 t:376250 epi:nan +opt_step:94048 lr:9.952e-05 clip_eps:0.1 entropy:0.8435 +2026-01-07 11:39:29 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:601.50 total_reward_ma:588.22 loss:0.04369 fps:1329 +frame:6.03e+06 wall_t:4537 t:376875 epi:nan +opt_step:94208 lr:9.927e-05 clip_eps:0.1 entropy:0.865 +2026-01-07 11:39:37 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:616.00 total_reward_ma:588.82 loss:0.04861 fps:1329 +frame:6.04e+06 wall_t:4544 t:377500 epi:nan +opt_step:94368 lr:9.901e-05 clip_eps:0.1 entropy:1.003 +2026-01-07 11:39:43 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:612.00 total_reward_ma:589.24 loss:0.09361 fps:1330 +frame:6.05e+06 wall_t:4550 t:378125 epi:nan +opt_step:94528 lr:9.876e-05 clip_eps:0.1 entropy:0.7836 +2026-01-07 11:39:49 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:606.70 total_reward_ma:589.51 loss:0.02149 fps:1330 +frame:6.06e+06 wall_t:4556 t:378750 epi:nan +opt_step:94656 lr:9.855e-05 clip_eps:0.1 entropy:0.7363 +2026-01-07 11:39:56 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:606.15 total_reward_ma:589.74 loss:0.03772 fps:1330 +frame:6.07e+06 wall_t:4563 t:379375 epi:nan +opt_step:94816 lr:9.829e-05 clip_eps:0.1 entropy:0.6781 +2026-01-07 11:40:01 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:601.80 total_reward_ma:589.95 loss:0.07228 fps:1331 +frame:6.08e+06 wall_t:4568 t:380000 epi:nan +opt_step:94976 lr:9.804e-05 clip_eps:0.1 entropy:0.879 +2026-01-07 11:40:07 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:591.40 total_reward_ma:590.02 loss:0.04295 fps:1331 +frame:6.09e+06 wall_t:4574 t:380625 epi:nan +opt_step:95136 lr:9.778e-05 clip_eps:0.1 entropy:0.9155 +2026-01-07 11:40:12 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:596.65 total_reward_ma:590.06 loss:0.03595 fps:1332 +frame:6.10e+06 wall_t:4580 t:381250 epi:nan +opt_step:95296 lr:9.753e-05 clip_eps:0.1 entropy:0.7884 +2026-01-07 11:40:18 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:611.50 total_reward_ma:590.23 loss:0.09203 fps:1333 +frame:6.11e+06 wall_t:4585 t:381875 epi:nan +opt_step:95456 lr:9.727e-05 clip_eps:0.1 entropy:0.7956 +2026-01-07 11:40:24 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:603.95 total_reward_ma:590.37 loss:0.01932 fps:1333 +frame:6.12e+06 wall_t:4592 t:382500 epi:nan +opt_step:95616 lr:9.701e-05 clip_eps:0.1 entropy:0.7172 +2026-01-07 11:40:31 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:606.55 total_reward_ma:590.75 loss:0.05135 fps:1333 +frame:6.13e+06 wall_t:4598 t:383125 epi:nan +opt_step:95776 lr:9.676e-05 clip_eps:0.1 entropy:0.7977 +2026-01-07 11:40:37 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:628.65 total_reward_ma:591.47 loss:0.0386 fps:1333 +frame:6.14e+06 wall_t:4605 t:383750 epi:nan +opt_step:95936 lr:9.65e-05 clip_eps:0.1 entropy:0.7779 +2026-01-07 11:40:43 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:645.25 total_reward_ma:592.27 loss:0.03748 fps:1334 +frame:6.15e+06 wall_t:4610 t:384375 epi:nan +opt_step:96064 lr:9.63e-05 clip_eps:0.1 entropy:0.9502 +2026-01-07 11:40:50 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:649.85 total_reward_ma:593.16 loss:0.02345 fps:1334 +frame:6.16e+06 wall_t:4617 t:385000 epi:nan +opt_step:96224 lr:9.604e-05 clip_eps:0.1 entropy:0.8824 +2026-01-07 11:40:56 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:656.20 total_reward_ma:594.11 loss:0.1112 fps:1335 +frame:6.17e+06 wall_t:4623 t:385625 epi:nan +opt_step:96384 lr:9.579e-05 clip_eps:0.1 entropy:0.9354 +2026-01-07 11:41:03 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:679.05 total_reward_ma:595.30 loss:0.0656 fps:1335 +frame:6.18e+06 wall_t:4630 t:386250 epi:nan +opt_step:96544 lr:9.553e-05 clip_eps:0.1 entropy:0.5349 +2026-01-07 11:41:09 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:689.10 total_reward_ma:596.60 loss:0.0204 fps:1335 +frame:6.19e+06 wall_t:4636 t:386875 epi:nan +opt_step:96704 lr:9.527e-05 clip_eps:0.1 entropy:0.8542 +2026-01-07 11:41:16 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:677.80 total_reward_ma:597.68 loss:0.05006 fps:1335 +frame:6.20e+06 wall_t:4643 t:387500 epi:nan +opt_step:96864 lr:9.502e-05 clip_eps:0.1 entropy:0.8237 +2026-01-07 11:41:23 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:678.70 total_reward_ma:598.69 loss:0.05327 fps:1335 +frame:6.21e+06 wall_t:4650 t:388125 epi:nan +opt_step:97024 lr:9.476e-05 clip_eps:0.1 entropy:0.9105 +2026-01-07 11:41:29 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:676.00 total_reward_ma:599.59 loss:0.02719 fps:1336 +frame:6.22e+06 wall_t:4656 t:388750 epi:nan +opt_step:97184 lr:9.451e-05 clip_eps:0.1 entropy:0.7692 +2026-01-07 11:41:35 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:652.65 total_reward_ma:600.14 loss:0.04921 fps:1336 +frame:6.23e+06 wall_t:4662 t:389375 epi:nan +opt_step:97312 lr:9.43e-05 clip_eps:0.1 entropy:0.9152 +2026-01-07 11:41:42 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:657.45 total_reward_ma:600.86 loss:0.03468 fps:1336 +frame:6.24e+06 wall_t:4669 t:390000 epi:nan +opt_step:97472 lr:9.404e-05 clip_eps:0.1 entropy:0.9621 +2026-01-07 11:41:48 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:642.25 total_reward_ma:601.36 loss:0.03348 fps:1337 +frame:6.25e+06 wall_t:4675 t:390625 epi:nan +opt_step:97632 lr:9.379e-05 clip_eps:0.1 entropy:0.7527 +2026-01-07 11:41:54 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:628.60 total_reward_ma:601.67 loss:0.05561 fps:1337 +frame:6.26e+06 wall_t:4682 t:391250 epi:nan +opt_step:97792 lr:9.353e-05 clip_eps:0.1 entropy:0.8874 +2026-01-07 11:42:01 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:625.10 total_reward_ma:602.01 loss:0.02318 fps:1337 +frame:6.27e+06 wall_t:4688 t:391875 epi:nan +opt_step:97952 lr:9.328e-05 clip_eps:0.1 entropy:0.8921 +2026-01-07 11:42:08 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:628.00 total_reward_ma:602.32 loss:0.04272 fps:1338 +frame:6.28e+06 wall_t:4695 t:392500 epi:nan +opt_step:98112 lr:9.302e-05 clip_eps:0.1 entropy:0.8272 +2026-01-07 11:42:14 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:629.25 total_reward_ma:602.71 loss:0.04177 fps:1338 +frame:6.29e+06 wall_t:4701 t:393125 epi:nan +opt_step:98272 lr:9.276e-05 clip_eps:0.1 entropy:0.769 +2026-01-07 11:42:21 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:612.35 total_reward_ma:603.00 loss:0.07757 fps:1338 +frame:6.30e+06 wall_t:4708 t:393750 epi:nan +opt_step:98432 lr:9.251e-05 clip_eps:0.1 entropy:0.8417 +2026-01-07 11:42:28 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:604.00 total_reward_ma:603.28 loss:0.04274 fps:1338 +frame:6.31e+06 wall_t:4715 t:394375 epi:nan +opt_step:98592 lr:9.225e-05 clip_eps:0.1 entropy:0.9823 +2026-01-07 11:42:34 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:608.35 total_reward_ma:603.56 loss:0.03248 fps:1339 +frame:6.32e+06 wall_t:4721 t:395000 epi:nan +opt_step:98720 lr:9.205e-05 clip_eps:0.1 entropy:0.6049 +2026-01-07 11:42:40 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:595.45 total_reward_ma:603.79 loss:0.04029 fps:1339 +frame:6.33e+06 wall_t:4727 t:395625 epi:nan +opt_step:98880 lr:9.179e-05 clip_eps:0.1 entropy:0.9329 +2026-01-07 11:42:47 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:613.25 total_reward_ma:604.27 loss:0.03661 fps:1339 +frame:6.34e+06 wall_t:4734 t:396250 epi:nan +opt_step:99040 lr:9.154e-05 clip_eps:0.1 entropy:0.9077 +2026-01-07 11:42:53 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:619.85 total_reward_ma:604.79 loss:0.04041 fps:1340 +frame:6.35e+06 wall_t:4740 t:396875 epi:nan +opt_step:99200 lr:9.128e-05 clip_eps:0.1 entropy:0.7757 +2026-01-07 11:43:00 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:616.80 total_reward_ma:605.21 loss:0.04321 fps:1340 +frame:6.36e+06 wall_t:4747 t:397500 epi:nan +opt_step:99360 lr:9.102e-05 clip_eps:0.1 entropy:0.9645 +2026-01-07 11:43:07 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:618.00 total_reward_ma:605.68 loss:0.0483 fps:1340 +frame:6.37e+06 wall_t:4754 t:398125 epi:nan +opt_step:99520 lr:9.077e-05 clip_eps:0.1 entropy:0.7848 +2026-01-07 11:43:14 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:606.40 total_reward_ma:606.05 loss:0.05326 fps:1340 +frame:6.38e+06 wall_t:4761 t:398750 epi:nan +opt_step:99680 lr:9.051e-05 clip_eps:0.1 entropy:0.8241 +2026-01-07 11:43:21 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:627.00 total_reward_ma:606.70 loss:0.0576 fps:1340 +frame:6.39e+06 wall_t:4768 t:399375 epi:nan +opt_step:99840 lr:9.026e-05 clip_eps:0.1 entropy:0.7767 +2026-01-07 11:43:28 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:637.60 total_reward_ma:607.40 loss:0.04148 fps:1340 +frame:6.40e+06 wall_t:4775 t:400000 epi:nan +opt_step:100000 lr:9e-05 clip_eps:0.1 entropy:0.7066 +2026-01-07 11:43:34 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:661.45 total_reward_ma:608.40 loss:0.07287 fps:1341 +frame:6.41e+06 wall_t:4781 t:400625 epi:nan +opt_step:100128 lr:8.98e-05 clip_eps:0.1 entropy:0.9414 +2026-01-07 11:43:41 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:658.60 total_reward_ma:609.36 loss:0.06775 fps:1341 +frame:6.42e+06 wall_t:4788 t:401250 epi:nan +opt_step:100288 lr:8.954e-05 clip_eps:0.1 entropy:0.809 +2026-01-07 11:43:47 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:653.20 total_reward_ma:610.19 loss:0.02265 fps:1341 +frame:6.43e+06 wall_t:4794 t:401875 epi:nan +opt_step:100448 lr:8.928e-05 clip_eps:0.1 entropy:0.6902 +2026-01-07 11:43:54 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:649.20 total_reward_ma:611.04 loss:0.08263 fps:1341 +frame:6.44e+06 wall_t:4801 t:402500 epi:nan +opt_step:100608 lr:8.903e-05 clip_eps:0.1 entropy:0.7042 +2026-01-07 11:44:01 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:646.90 total_reward_ma:611.79 loss:0.04268 fps:1342 +frame:6.45e+06 wall_t:4808 t:403125 epi:nan +opt_step:100768 lr:8.877e-05 clip_eps:0.1 entropy:0.7863 +2026-01-07 11:44:07 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:645.85 total_reward_ma:612.56 loss:0.06216 fps:1342 +frame:6.46e+06 wall_t:4814 t:403750 epi:nan +opt_step:100928 lr:8.852e-05 clip_eps:0.1 entropy:0.6717 +2026-01-07 11:44:14 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:665.95 total_reward_ma:613.38 loss:0.02482 fps:1342 +frame:6.47e+06 wall_t:4821 t:404375 epi:nan +opt_step:101088 lr:8.826e-05 clip_eps:0.1 entropy:0.7342 +2026-01-07 11:44:21 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:663.95 total_reward_ma:614.15 loss:0.03277 fps:1342 +frame:6.48e+06 wall_t:4828 t:405000 epi:nan +opt_step:101248 lr:8.8e-05 clip_eps:0.1 entropy:0.8861 +2026-01-07 11:44:27 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:637.00 total_reward_ma:614.68 loss:0.02245 fps:1342 +frame:6.49e+06 wall_t:4835 t:405625 epi:nan +opt_step:101376 lr:8.78e-05 clip_eps:0.1 entropy:0.8459 +2026-01-07 11:44:34 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:631.35 total_reward_ma:615.09 loss:0.01887 fps:1343 +frame:6.50e+06 wall_t:4841 t:406250 epi:nan +opt_step:101536 lr:8.754e-05 clip_eps:0.1 entropy:0.733 +2026-01-07 11:44:41 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:631.30 total_reward_ma:615.50 loss:0.02285 fps:1343 +frame:6.51e+06 wall_t:4848 t:406875 epi:nan +opt_step:101696 lr:8.729e-05 clip_eps:0.1 entropy:0.8066 +2026-01-07 11:44:47 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:652.85 total_reward_ma:616.20 loss:0.05142 fps:1343 +frame:6.52e+06 wall_t:4854 t:407500 epi:nan +opt_step:101856 lr:8.703e-05 clip_eps:0.1 entropy:0.9069 +2026-01-07 11:44:54 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:656.00 total_reward_ma:617.02 loss:0.03786 fps:1343 +frame:6.53e+06 wall_t:4861 t:408125 epi:nan +opt_step:102016 lr:8.677e-05 clip_eps:0.1 entropy:0.6373 +2026-01-07 11:45:00 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:657.05 total_reward_ma:617.84 loss:0.02788 fps:1344 +frame:6.54e+06 wall_t:4867 t:408750 epi:nan +opt_step:102176 lr:8.652e-05 clip_eps:0.1 entropy:0.9086 +2026-01-07 11:45:06 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:658.90 total_reward_ma:618.68 loss:0.1134 fps:1344 +frame:6.55e+06 wall_t:4873 t:409375 epi:nan +opt_step:102336 lr:8.626e-05 clip_eps:0.1 entropy:0.9158 +2026-01-07 11:45:13 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:651.65 total_reward_ma:619.49 loss:0.02048 fps:1344 +frame:6.56e+06 wall_t:4880 t:410000 epi:nan +opt_step:102496 lr:8.601e-05 clip_eps:0.1 entropy:0.8086 +2026-01-07 11:45:19 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:640.80 total_reward_ma:620.03 loss:0.05055 fps:1344 +frame:6.57e+06 wall_t:4887 t:410625 epi:nan +opt_step:102656 lr:8.575e-05 clip_eps:0.1 entropy:0.9092 +2026-01-07 11:45:25 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:660.55 total_reward_ma:620.72 loss:0.03445 fps:1345 +frame:6.58e+06 wall_t:4893 t:411250 epi:nan +opt_step:102784 lr:8.555e-05 clip_eps:0.1 entropy:0.8238 +2026-01-07 11:45:32 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:668.20 total_reward_ma:621.43 loss:0.08768 fps:1345 +frame:6.59e+06 wall_t:4899 t:411875 epi:nan +opt_step:102944 lr:8.529e-05 clip_eps:0.1 entropy:0.9238 +2026-01-07 11:45:39 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:683.65 total_reward_ma:622.29 loss:0.04745 fps:1345 +frame:6.60e+06 wall_t:4906 t:412500 epi:nan +opt_step:103104 lr:8.503e-05 clip_eps:0.1 entropy:0.8603 +2026-01-07 11:45:46 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:662.95 total_reward_ma:622.83 loss:0.09106 fps:1345 +frame:6.61e+06 wall_t:4913 t:413125 epi:nan +opt_step:103264 lr:8.478e-05 clip_eps:0.1 entropy:0.6956 +2026-01-07 11:45:53 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:661.05 total_reward_ma:623.21 loss:0.009766 fps:1346 +frame:6.62e+06 wall_t:4920 t:413750 epi:nan +opt_step:103424 lr:8.452e-05 clip_eps:0.1 entropy:0.7706 +2026-01-07 11:45:59 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:668.80 total_reward_ma:623.65 loss:0.01542 fps:1346 +frame:6.63e+06 wall_t:4926 t:414375 epi:nan +opt_step:103584 lr:8.427e-05 clip_eps:0.1 entropy:0.869 +2026-01-07 11:46:05 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:661.85 total_reward_ma:623.99 loss:0.05624 fps:1346 +frame:6.64e+06 wall_t:4933 t:415000 epi:nan +opt_step:103744 lr:8.401e-05 clip_eps:0.1 entropy:0.7801 +2026-01-07 11:46:12 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:672.85 total_reward_ma:624.36 loss:0.00652 fps:1346 +frame:6.65e+06 wall_t:4939 t:415625 epi:nan +opt_step:103904 lr:8.375e-05 clip_eps:0.1 entropy:0.738 +2026-01-07 11:46:18 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:674.90 total_reward_ma:624.85 loss:0.03091 fps:1347 +frame:6.66e+06 wall_t:4945 t:416250 epi:nan +opt_step:104032 lr:8.355e-05 clip_eps:0.1 entropy:0.8594 +2026-01-07 11:46:24 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:664.20 total_reward_ma:625.27 loss:0.04529 fps:1347 +frame:6.67e+06 wall_t:4952 t:416875 epi:nan +opt_step:104192 lr:8.329e-05 clip_eps:0.1 entropy:1.01 +2026-01-07 11:46:31 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:661.35 total_reward_ma:625.64 loss:0.05824 fps:1347 +frame:6.68e+06 wall_t:4958 t:417500 epi:nan +opt_step:104352 lr:8.304e-05 clip_eps:0.1 entropy:0.8517 +2026-01-07 11:46:37 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:652.95 total_reward_ma:625.90 loss:0.03948 fps:1347 +frame:6.69e+06 wall_t:4965 t:418125 epi:nan +opt_step:104512 lr:8.278e-05 clip_eps:0.1 entropy:1.028 +2026-01-07 11:46:44 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:654.00 total_reward_ma:626.28 loss:0.02891 fps:1348 +frame:6.70e+06 wall_t:4971 t:418750 epi:nan +opt_step:104672 lr:8.252e-05 clip_eps:0.1 entropy:0.8571 +2026-01-07 11:46:50 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:648.20 total_reward_ma:626.63 loss:0.04492 fps:1348 +frame:6.71e+06 wall_t:4978 t:419375 epi:nan +opt_step:104832 lr:8.227e-05 clip_eps:0.1 entropy:0.8157 +2026-01-07 11:46:57 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:649.90 total_reward_ma:627.06 loss:0.06563 fps:1348 +frame:6.72e+06 wall_t:4984 t:420000 epi:nan +opt_step:104992 lr:8.201e-05 clip_eps:0.1 entropy:0.828 +2026-01-07 11:47:03 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:645.40 total_reward_ma:627.54 loss:0.06883 fps:1349 +frame:6.73e+06 wall_t:4990 t:420625 epi:nan +opt_step:105152 lr:8.176e-05 clip_eps:0.1 entropy:0.8104 +2026-01-07 11:47:10 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:642.85 total_reward_ma:628.08 loss:0.06143 fps:1349 +frame:6.74e+06 wall_t:4997 t:421250 epi:nan +opt_step:105312 lr:8.15e-05 clip_eps:0.1 entropy:0.7702 +2026-01-07 11:47:16 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:650.05 total_reward_ma:628.74 loss:0.02818 fps:1349 +frame:6.75e+06 wall_t:5003 t:421875 epi:nan +opt_step:105440 lr:8.13e-05 clip_eps:0.1 entropy:0.9189 +2026-01-07 11:47:22 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:670.85 total_reward_ma:629.60 loss:0.04598 fps:1350 +frame:6.76e+06 wall_t:5009 t:422500 epi:nan +opt_step:105600 lr:8.104e-05 clip_eps:0.1 entropy:0.9524 +2026-01-07 11:47:29 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:669.20 total_reward_ma:630.35 loss:0.05906 fps:1350 +frame:6.77e+06 wall_t:5016 t:423125 epi:nan +opt_step:105760 lr:8.078e-05 clip_eps:0.1 entropy:0.8972 +2026-01-07 11:47:35 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:662.75 total_reward_ma:631.11 loss:0.04824 fps:1350 +frame:6.78e+06 wall_t:5022 t:423750 epi:nan +opt_step:105920 lr:8.053e-05 clip_eps:0.1 entropy:0.8267 +2026-01-07 11:47:41 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:660.15 total_reward_ma:631.96 loss:0.03444 fps:1350 +frame:6.79e+06 wall_t:5028 t:424375 epi:nan +opt_step:106080 lr:8.027e-05 clip_eps:0.1 entropy:0.9184 +2026-01-07 11:47:48 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:664.90 total_reward_ma:632.86 loss:0.08781 fps:1351 +frame:6.80e+06 wall_t:5035 t:425000 epi:nan +opt_step:106240 lr:8.002e-05 clip_eps:0.1 entropy:0.9219 +2026-01-07 11:47:55 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:675.05 total_reward_ma:633.92 loss:0.06575 fps:1351 +frame:6.81e+06 wall_t:5042 t:425625 epi:nan +opt_step:106400 lr:7.976e-05 clip_eps:0.1 entropy:0.9819 +2026-01-07 11:48:02 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:663.70 total_reward_ma:634.74 loss:5.668e-05 fps:1350 +frame:6.82e+06 wall_t:5050 t:426250 epi:nan +opt_step:106560 lr:7.95e-05 clip_eps:0.1 entropy:0.9885 +2026-01-07 11:48:09 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:662.35 total_reward_ma:635.58 loss:0.05247 fps:1351 +frame:6.83e+06 wall_t:5056 t:426875 epi:nan +opt_step:106688 lr:7.93e-05 clip_eps:0.1 entropy:0.7166 +2026-01-07 11:48:15 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:664.55 total_reward_ma:636.38 loss:0.05644 fps:1351 +frame:6.84e+06 wall_t:5062 t:427500 epi:nan +opt_step:106848 lr:7.904e-05 clip_eps:0.1 entropy:0.7636 +2026-01-07 11:48:22 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:660.45 total_reward_ma:637.29 loss:0.03361 fps:1351 +frame:6.85e+06 wall_t:5069 t:428125 epi:nan +opt_step:107008 lr:7.879e-05 clip_eps:0.1 entropy:0.9384 +2026-01-07 11:48:28 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:664.40 total_reward_ma:638.11 loss:0.01915 fps:1352 +frame:6.86e+06 wall_t:5075 t:428750 epi:nan +opt_step:107168 lr:7.853e-05 clip_eps:0.1 entropy:0.8394 +2026-01-07 11:48:35 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:679.10 total_reward_ma:639.13 loss:0.05963 fps:1352 +frame:6.87e+06 wall_t:5082 t:429375 epi:nan +opt_step:107328 lr:7.828e-05 clip_eps:0.1 entropy:0.7493 +2026-01-07 11:48:41 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:703.35 total_reward_ma:640.21 loss:0.07321 fps:1352 +frame:6.88e+06 wall_t:5088 t:430000 epi:nan +opt_step:107488 lr:7.802e-05 clip_eps:0.1 entropy:0.9568 +2026-01-07 11:48:48 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:701.65 total_reward_ma:641.10 loss:0.05192 fps:1352 +frame:6.89e+06 wall_t:5095 t:430625 epi:nan +opt_step:107648 lr:7.776e-05 clip_eps:0.1 entropy:0.929 +2026-01-07 11:48:55 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:693.10 total_reward_ma:641.79 loss:0.01575 fps:1352 +frame:6.90e+06 wall_t:5102 t:431250 epi:nan +opt_step:107808 lr:7.751e-05 clip_eps:0.1 entropy:0.9581 +2026-01-07 11:49:01 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:700.75 total_reward_ma:642.55 loss:0.07636 fps:1353 +frame:6.91e+06 wall_t:5108 t:431875 epi:nan +opt_step:107968 lr:7.725e-05 clip_eps:0.1 entropy:0.6791 +2026-01-07 11:49:07 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:707.80 total_reward_ma:643.49 loss:0.04853 fps:1353 +frame:6.92e+06 wall_t:5114 t:432500 epi:nan +opt_step:108096 lr:7.705e-05 clip_eps:0.1 entropy:0.883 +2026-01-07 11:49:14 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:706.75 total_reward_ma:644.59 loss:0.07519 fps:1353 +frame:6.93e+06 wall_t:5121 t:433125 epi:nan +opt_step:108256 lr:7.679e-05 clip_eps:0.1 entropy:0.9388 +2026-01-07 11:49:21 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:709.50 total_reward_ma:645.61 loss:0.06557 fps:1353 +frame:6.94e+06 wall_t:5128 t:433750 epi:nan +opt_step:108416 lr:7.653e-05 clip_eps:0.1 entropy:0.6728 +2026-01-07 11:49:27 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:704.75 total_reward_ma:646.55 loss:0.03251 fps:1353 +frame:6.95e+06 wall_t:5135 t:434375 epi:nan +opt_step:108576 lr:7.628e-05 clip_eps:0.1 entropy:0.8865 +2026-01-07 11:49:34 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:697.15 total_reward_ma:647.41 loss:0.07989 fps:1354 +frame:6.96e+06 wall_t:5141 t:435000 epi:nan +opt_step:108736 lr:7.602e-05 clip_eps:0.1 entropy:0.8859 +2026-01-07 11:49:41 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:697.45 total_reward_ma:648.34 loss:0.06943 fps:1354 +frame:6.97e+06 wall_t:5148 t:435625 epi:nan +opt_step:108896 lr:7.577e-05 clip_eps:0.1 entropy:0.8479 +2026-01-07 11:49:47 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:703.20 total_reward_ma:649.43 loss:0.01823 fps:1354 +frame:6.98e+06 wall_t:5154 t:436250 epi:nan +opt_step:109056 lr:7.551e-05 clip_eps:0.1 entropy:0.8672 +2026-01-07 11:49:54 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:707.60 total_reward_ma:650.52 loss:0.03898 fps:1354 +frame:6.99e+06 wall_t:5161 t:436875 epi:nan +opt_step:109216 lr:7.525e-05 clip_eps:0.1 entropy:0.8398 +2026-01-07 11:50:00 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:719.50 total_reward_ma:651.72 loss:0.08349 fps:1355 +frame:7.00e+06 wall_t:5167 t:437500 epi:nan +opt_step:109344 lr:7.505e-05 clip_eps:0.1 entropy:0.8147 +2026-01-07 11:50:06 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:723.75 total_reward_ma:652.85 loss:0.02001 fps:1355 +frame:7.01e+06 wall_t:5173 t:438125 epi:nan +opt_step:109504 lr:7.479e-05 clip_eps:0.1 entropy:0.8449 +2026-01-07 11:50:13 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:730.75 total_reward_ma:654.07 loss:0.01249 fps:1355 +frame:7.02e+06 wall_t:5180 t:438750 epi:nan +opt_step:109664 lr:7.454e-05 clip_eps:0.1 entropy:1.01 +2026-01-07 11:50:19 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:726.25 total_reward_ma:655.32 loss:0.007091 fps:1355 +frame:7.03e+06 wall_t:5187 t:439375 epi:nan +opt_step:109824 lr:7.428e-05 clip_eps:0.1 entropy:0.8711 +2026-01-07 11:50:26 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:719.80 total_reward_ma:656.36 loss:0.01395 fps:1356 +frame:7.04e+06 wall_t:5193 t:440000 epi:nan +opt_step:109984 lr:7.403e-05 clip_eps:0.1 entropy:0.9063 +2026-01-07 11:50:33 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:711.10 total_reward_ma:657.35 loss:0.05464 fps:1356 +frame:7.05e+06 wall_t:5200 t:440625 epi:nan +opt_step:110144 lr:7.377e-05 clip_eps:0.1 entropy:0.9881 +2026-01-07 11:50:40 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:696.05 total_reward_ma:658.24 loss:0.04815 fps:1356 +frame:7.06e+06 wall_t:5207 t:441250 epi:nan +opt_step:110304 lr:7.351e-05 clip_eps:0.1 entropy:0.946 +2026-01-07 11:50:47 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:686.90 total_reward_ma:659.05 loss:0.05485 fps:1356 +frame:7.07e+06 wall_t:5214 t:441875 epi:nan +opt_step:110464 lr:7.326e-05 clip_eps:0.1 entropy:1.057 +2026-01-07 11:50:54 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:651.35 total_reward_ma:659.55 loss:0.08599 fps:1356 +frame:7.08e+06 wall_t:5221 t:442500 epi:nan +opt_step:110624 lr:7.3e-05 clip_eps:0.1 entropy:0.9871 +2026-01-07 11:51:00 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:638.75 total_reward_ma:660.02 loss:0.09333 fps:1356 +frame:7.09e+06 wall_t:5227 t:443125 epi:nan +opt_step:110752 lr:7.28e-05 clip_eps:0.1 entropy:1.123 +2026-01-07 11:51:07 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:623.45 total_reward_ma:660.29 loss:0.12 fps:1357 +frame:7.10e+06 wall_t:5234 t:443750 epi:nan +opt_step:110912 lr:7.254e-05 clip_eps:0.1 entropy:1.124 +2026-01-07 11:51:13 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:601.80 total_reward_ma:660.19 loss:0.0345 fps:1357 +frame:7.11e+06 wall_t:5241 t:444375 epi:nan +opt_step:111072 lr:7.228e-05 clip_eps:0.1 entropy:0.9244 +2026-01-07 11:51:20 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:592.15 total_reward_ma:660.07 loss:0.0526 fps:1357 +frame:7.12e+06 wall_t:5247 t:445000 epi:nan +opt_step:111232 lr:7.203e-05 clip_eps:0.1 entropy:0.9198 +2026-01-07 11:51:26 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:605.60 total_reward_ma:660.06 loss:0.03064 fps:1357 +frame:7.13e+06 wall_t:5253 t:445625 epi:nan +opt_step:111392 lr:7.177e-05 clip_eps:0.1 entropy:0.8606 +2026-01-07 11:51:31 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:617.60 total_reward_ma:659.95 loss:0.06378 fps:1358 +frame:7.14e+06 wall_t:5258 t:446250 epi:nan +opt_step:111552 lr:7.152e-05 clip_eps:0.1 entropy:0.843 +2026-01-07 11:51:36 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:620.55 total_reward_ma:659.71 loss:0.08551 fps:1359 +frame:7.15e+06 wall_t:5263 t:446875 epi:nan +opt_step:111712 lr:7.126e-05 clip_eps:0.1 entropy:0.9178 +2026-01-07 11:51:42 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:601.85 total_reward_ma:659.23 loss:0.08554 fps:1359 +frame:7.16e+06 wall_t:5269 t:447500 epi:nan +opt_step:111872 lr:7.1e-05 clip_eps:0.1 entropy:1.072 +2026-01-07 11:51:46 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:617.25 total_reward_ma:658.84 loss:0.04648 fps:1359 +frame:7.17e+06 wall_t:5274 t:448125 epi:nan +opt_step:112000 lr:7.08e-05 clip_eps:0.1 entropy:0.9435 +2026-01-07 11:51:52 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:637.80 total_reward_ma:658.42 loss:0.05719 fps:1360 +frame:7.18e+06 wall_t:5279 t:448750 epi:nan +opt_step:112160 lr:7.054e-05 clip_eps:0.1 entropy:0.9915 +2026-01-07 11:51:58 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:635.60 total_reward_ma:657.89 loss:0.03324 fps:1360 +frame:7.19e+06 wall_t:5285 t:449375 epi:nan +opt_step:112320 lr:7.029e-05 clip_eps:0.1 entropy:0.875 +2026-01-07 11:52:03 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:641.35 total_reward_ma:657.52 loss:0.04899 fps:1361 +frame:7.20e+06 wall_t:5290 t:450000 epi:nan +opt_step:112480 lr:7.003e-05 clip_eps:0.1 entropy:0.9201 +2026-01-07 11:52:08 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:664.30 total_reward_ma:657.38 loss:0.09523 fps:1362 +frame:7.21e+06 wall_t:5295 t:450625 epi:nan +opt_step:112640 lr:6.978e-05 clip_eps:0.1 entropy:0.9941 +2026-01-07 11:52:14 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:653.85 total_reward_ma:657.16 loss:0.01788 fps:1362 +frame:7.22e+06 wall_t:5301 t:451250 epi:nan +opt_step:112800 lr:6.952e-05 clip_eps:0.1 entropy:0.7672 +2026-01-07 11:52:19 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:635.85 total_reward_ma:656.99 loss:0.02016 fps:1363 +frame:7.23e+06 wall_t:5306 t:451875 epi:nan +opt_step:112960 lr:6.926e-05 clip_eps:0.1 entropy:0.8516 +2026-01-07 11:52:24 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:645.95 total_reward_ma:656.88 loss:0.03283 fps:1363 +frame:7.24e+06 wall_t:5311 t:452500 epi:nan +opt_step:113120 lr:6.901e-05 clip_eps:0.1 entropy:0.939 +2026-01-07 11:52:29 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:660.85 total_reward_ma:657.06 loss:0.02925 fps:1364 +frame:7.25e+06 wall_t:5316 t:453125 epi:nan +opt_step:113280 lr:6.875e-05 clip_eps:0.1 entropy:0.9188 +2026-01-07 11:52:34 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:660.55 total_reward_ma:657.38 loss:0.03556 fps:1364 +frame:7.26e+06 wall_t:5321 t:453750 epi:nan +opt_step:113408 lr:6.855e-05 clip_eps:0.1 entropy:0.8461 +2026-01-07 11:52:40 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:654.60 total_reward_ma:657.68 loss:0.04349 fps:1365 +frame:7.27e+06 wall_t:5327 t:454375 epi:nan +opt_step:113568 lr:6.829e-05 clip_eps:0.1 entropy:0.8332 +2026-01-07 11:52:45 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:653.85 total_reward_ma:657.93 loss:0.01899 fps:1365 +frame:7.28e+06 wall_t:5333 t:455000 epi:nan +opt_step:113728 lr:6.804e-05 clip_eps:0.1 entropy:0.7758 +2026-01-07 11:52:51 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:654.45 total_reward_ma:658.19 loss:0.04393 fps:1366 +frame:7.29e+06 wall_t:5338 t:455625 epi:nan +opt_step:113888 lr:6.778e-05 clip_eps:0.1 entropy:0.9621 +2026-01-07 11:52:57 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:641.00 total_reward_ma:658.47 loss:0.02612 fps:1366 +frame:7.30e+06 wall_t:5344 t:456250 epi:nan +opt_step:114048 lr:6.752e-05 clip_eps:0.1 entropy:0.916 +2026-01-07 11:53:02 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:651.00 total_reward_ma:658.94 loss:0.03858 fps:1367 +frame:7.31e+06 wall_t:5349 t:456875 epi:nan +opt_step:114208 lr:6.727e-05 clip_eps:0.1 entropy:1.055 +2026-01-07 11:53:08 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:655.00 total_reward_ma:659.41 loss:0.03879 fps:1367 +frame:7.32e+06 wall_t:5355 t:457500 epi:nan +opt_step:114368 lr:6.701e-05 clip_eps:0.1 entropy:0.9156 +2026-01-07 11:53:14 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:654.75 total_reward_ma:660.00 loss:0.0506 fps:1367 +frame:7.33e+06 wall_t:5361 t:458125 epi:nan +opt_step:114528 lr:6.676e-05 clip_eps:0.1 entropy:0.7871 +2026-01-07 11:53:19 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:646.65 total_reward_ma:660.34 loss:0.05224 fps:1368 +frame:7.34e+06 wall_t:5366 t:458750 epi:nan +opt_step:114656 lr:6.655e-05 clip_eps:0.1 entropy:0.9482 +2026-01-07 11:53:25 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:648.90 total_reward_ma:660.63 loss:0.02597 fps:1368 +frame:7.35e+06 wall_t:5372 t:459375 epi:nan +opt_step:114816 lr:6.629e-05 clip_eps:0.1 entropy:0.8363 +2026-01-07 11:53:32 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:655.35 total_reward_ma:661.01 loss:0.02084 fps:1368 +frame:7.36e+06 wall_t:5379 t:460000 epi:nan +opt_step:114976 lr:6.604e-05 clip_eps:0.1 entropy:0.9557 +2026-01-07 11:53:38 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:653.95 total_reward_ma:661.37 loss:0.08399 fps:1369 +frame:7.37e+06 wall_t:5385 t:460625 epi:nan +opt_step:115136 lr:6.578e-05 clip_eps:0.1 entropy:0.9781 +2026-01-07 11:53:45 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:651.20 total_reward_ma:661.82 loss:0.04647 fps:1369 +frame:7.38e+06 wall_t:5392 t:461250 epi:nan +opt_step:115296 lr:6.553e-05 clip_eps:0.1 entropy:0.793 +2026-01-07 11:53:52 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:652.05 total_reward_ma:662.07 loss:0.05754 fps:1369 +frame:7.39e+06 wall_t:5399 t:461875 epi:nan +opt_step:115456 lr:6.527e-05 clip_eps:0.1 entropy:0.8835 +2026-01-07 11:53:58 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:662.55 total_reward_ma:662.32 loss:0.02667 fps:1369 +frame:7.40e+06 wall_t:5405 t:462500 epi:nan +opt_step:115616 lr:6.501e-05 clip_eps:0.1 entropy:0.885 +2026-01-07 11:54:05 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:651.70 total_reward_ma:662.22 loss:0.02665 fps:1369 +frame:7.41e+06 wall_t:5412 t:463125 epi:nan +opt_step:115776 lr:6.476e-05 clip_eps:0.1 entropy:1.012 +2026-01-07 11:54:11 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:655.65 total_reward_ma:662.19 loss:0.06547 fps:1370 +frame:7.42e+06 wall_t:5418 t:463750 epi:nan +opt_step:115936 lr:6.45e-05 clip_eps:0.1 entropy:0.8778 +2026-01-07 11:54:17 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:635.55 total_reward_ma:662.02 loss:0.03435 fps:1370 +frame:7.43e+06 wall_t:5424 t:464375 epi:nan +opt_step:116064 lr:6.43e-05 clip_eps:0.1 entropy:1.007 +2026-01-07 11:54:24 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:637.25 total_reward_ma:661.90 loss:0.113 fps:1370 +frame:7.44e+06 wall_t:5431 t:465000 epi:nan +opt_step:116224 lr:6.404e-05 clip_eps:0.1 entropy:1.025 +2026-01-07 11:54:31 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:635.70 total_reward_ma:661.79 loss:0.04087 fps:1370 +frame:7.45e+06 wall_t:5438 t:465625 epi:nan +opt_step:116384 lr:6.379e-05 clip_eps:0.1 entropy:0.7653 +2026-01-07 11:54:38 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:620.70 total_reward_ma:661.53 loss:0.0785 fps:1370 +frame:7.46e+06 wall_t:5445 t:466250 epi:nan +opt_step:116544 lr:6.353e-05 clip_eps:0.1 entropy:1.101 +2026-01-07 11:54:45 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:619.35 total_reward_ma:661.07 loss:0.04711 fps:1370 +frame:7.47e+06 wall_t:5452 t:466875 epi:nan +opt_step:116704 lr:6.327e-05 clip_eps:0.1 entropy:0.7055 +2026-01-07 11:54:52 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:625.65 total_reward_ma:660.68 loss:0.03326 fps:1370 +frame:7.48e+06 wall_t:5459 t:467500 epi:nan +opt_step:116864 lr:6.302e-05 clip_eps:0.1 entropy:0.7967 +2026-01-07 11:54:59 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:622.50 total_reward_ma:660.54 loss:0.04168 fps:1370 +frame:7.49e+06 wall_t:5466 t:468125 epi:nan +opt_step:117024 lr:6.276e-05 clip_eps:0.1 entropy:0.8377 +2026-01-07 11:55:06 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:626.30 total_reward_ma:660.49 loss:0.02488 fps:1370 +frame:7.50e+06 wall_t:5473 t:468750 epi:nan +opt_step:117184 lr:6.251e-05 clip_eps:0.1 entropy:0.6684 +2026-01-07 11:55:12 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:638.85 total_reward_ma:660.57 loss:0.05023 fps:1371 +frame:7.51e+06 wall_t:5479 t:469375 epi:nan +opt_step:117312 lr:6.23e-05 clip_eps:0.1 entropy:0.921 +2026-01-07 11:55:19 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:644.90 total_reward_ma:660.49 loss:0.09391 fps:1371 +frame:7.52e+06 wall_t:5486 t:470000 epi:nan +opt_step:117472 lr:6.204e-05 clip_eps:0.1 entropy:1.07 +2026-01-07 11:55:26 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:664.70 total_reward_ma:660.57 loss:0.03932 fps:1371 +frame:7.53e+06 wall_t:5493 t:470625 epi:nan +opt_step:117632 lr:6.179e-05 clip_eps:0.1 entropy:0.9613 +2026-01-07 11:55:32 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:669.15 total_reward_ma:660.69 loss:0.04986 fps:1371 +frame:7.54e+06 wall_t:5499 t:471250 epi:nan +opt_step:117792 lr:6.153e-05 clip_eps:0.1 entropy:0.931 +2026-01-07 11:55:39 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:677.90 total_reward_ma:660.88 loss:0.07473 fps:1371 +frame:7.55e+06 wall_t:5506 t:471875 epi:nan +opt_step:117952 lr:6.128e-05 clip_eps:0.1 entropy:0.9448 +2026-01-07 11:55:45 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:701.80 total_reward_ma:661.39 loss:0.06954 fps:1371 +frame:7.56e+06 wall_t:5513 t:472500 epi:nan +opt_step:118112 lr:6.102e-05 clip_eps:0.1 entropy:0.9664 +2026-01-07 11:55:52 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:703.65 total_reward_ma:662.01 loss:0.01862 fps:1372 +frame:7.57e+06 wall_t:5519 t:473125 epi:nan +opt_step:118272 lr:6.076e-05 clip_eps:0.1 entropy:0.9269 +2026-01-07 11:55:58 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:717.60 total_reward_ma:662.58 loss:0.04692 fps:1372 +frame:7.58e+06 wall_t:5525 t:473750 epi:nan +opt_step:118432 lr:6.051e-05 clip_eps:0.1 entropy:0.73 +2026-01-07 11:56:03 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:714.20 total_reward_ma:663.04 loss:0.0125 fps:1373 +frame:7.59e+06 wall_t:5530 t:474375 epi:nan +opt_step:118592 lr:6.025e-05 clip_eps:0.1 entropy:0.7429 +2026-01-07 11:56:07 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:720.10 total_reward_ma:663.41 loss:0.02846 fps:1373 +frame:7.60e+06 wall_t:5534 t:475000 epi:nan +opt_step:118720 lr:6.005e-05 clip_eps:0.1 entropy:1.003 +2026-01-07 11:56:12 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:706.25 total_reward_ma:663.84 loss:0.06923 fps:1374 +frame:7.61e+06 wall_t:5540 t:475625 epi:nan +opt_step:118880 lr:5.979e-05 clip_eps:0.1 entropy:0.9448 +2026-01-07 11:56:18 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:683.25 total_reward_ma:664.06 loss:0.05776 fps:1374 +frame:7.62e+06 wall_t:5545 t:476250 epi:nan +opt_step:119040 lr:5.954e-05 clip_eps:0.1 entropy:0.8881 +2026-01-07 11:56:23 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:677.05 total_reward_ma:664.15 loss:0.06745 fps:1375 +frame:7.63e+06 wall_t:5550 t:476875 epi:nan +opt_step:119200 lr:5.928e-05 clip_eps:0.1 entropy:0.8135 +2026-01-07 11:56:29 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:681.95 total_reward_ma:664.35 loss:0.0168 fps:1375 +frame:7.64e+06 wall_t:5556 t:477500 epi:nan +opt_step:119360 lr:5.902e-05 clip_eps:0.1 entropy:0.8948 +2026-01-07 11:56:36 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:660.50 total_reward_ma:664.22 loss:0.03983 fps:1375 +frame:7.65e+06 wall_t:5563 t:478125 epi:nan +opt_step:119520 lr:5.877e-05 clip_eps:0.1 entropy:0.9406 +2026-01-07 11:56:42 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:650.10 total_reward_ma:663.98 loss:0.0564 fps:1375 +frame:7.66e+06 wall_t:5570 t:478750 epi:nan +opt_step:119680 lr:5.851e-05 clip_eps:0.1 entropy:0.8561 +2026-01-07 11:56:49 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:647.00 total_reward_ma:663.80 loss:0.05673 fps:1376 +frame:7.67e+06 wall_t:5576 t:479375 epi:nan +opt_step:119840 lr:5.826e-05 clip_eps:0.1 entropy:0.9183 +2026-01-07 11:56:55 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:643.00 total_reward_ma:663.62 loss:0.04665 fps:1376 +frame:7.68e+06 wall_t:5582 t:480000 epi:nan +opt_step:120000 lr:5.8e-05 clip_eps:0.1 entropy:0.9732 +2026-01-07 11:57:01 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:643.70 total_reward_ma:663.53 loss:0.004469 fps:1376 +frame:7.69e+06 wall_t:5588 t:480625 epi:nan +opt_step:120128 lr:5.78e-05 clip_eps:0.1 entropy:0.8988 +2026-01-07 11:57:08 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:657.20 total_reward_ma:663.56 loss:0.04558 fps:1376 +frame:7.70e+06 wall_t:5595 t:481250 epi:nan +opt_step:120288 lr:5.754e-05 clip_eps:0.1 entropy:0.9569 +2026-01-07 11:57:14 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:679.20 total_reward_ma:663.87 loss:0.07862 fps:1377 +frame:7.71e+06 wall_t:5601 t:481875 epi:nan +opt_step:120448 lr:5.728e-05 clip_eps:0.1 entropy:0.9549 +2026-01-07 11:57:20 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:680.45 total_reward_ma:664.17 loss:0.044 fps:1377 +frame:7.72e+06 wall_t:5607 t:482500 epi:nan +opt_step:120608 lr:5.703e-05 clip_eps:0.1 entropy:0.9768 +2026-01-07 11:57:27 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:668.30 total_reward_ma:664.40 loss:0.07176 fps:1377 +frame:7.73e+06 wall_t:5614 t:483125 epi:nan +opt_step:120768 lr:5.677e-05 clip_eps:0.1 entropy:0.799 +2026-01-07 11:57:33 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:676.45 total_reward_ma:664.74 loss:0.05685 fps:1377 +frame:7.74e+06 wall_t:5620 t:483750 epi:nan +opt_step:120928 lr:5.652e-05 clip_eps:0.1 entropy:0.8237 +2026-01-07 11:57:40 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:694.95 total_reward_ma:665.19 loss:0.04298 fps:1377 +frame:7.75e+06 wall_t:5627 t:484375 epi:nan +opt_step:121088 lr:5.626e-05 clip_eps:0.1 entropy:0.8682 +2026-01-07 11:57:46 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:703.20 total_reward_ma:665.51 loss:0.04951 fps:1377 +frame:7.76e+06 wall_t:5634 t:485000 epi:nan +opt_step:121248 lr:5.6e-05 clip_eps:0.1 entropy:0.7764 +2026-01-07 11:57:52 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:698.20 total_reward_ma:665.80 loss:0.0787 fps:1378 +frame:7.77e+06 wall_t:5640 t:485625 epi:nan +opt_step:121376 lr:5.58e-05 clip_eps:0.1 entropy:0.9553 +2026-01-07 11:57:59 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:691.00 total_reward_ma:666.09 loss:0.0352 fps:1378 +frame:7.78e+06 wall_t:5646 t:486250 epi:nan +opt_step:121536 lr:5.554e-05 clip_eps:0.1 entropy:0.84 +2026-01-07 11:58:05 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:692.50 total_reward_ma:666.41 loss:0.04139 fps:1378 +frame:7.79e+06 wall_t:5652 t:486875 epi:nan +opt_step:121696 lr:5.529e-05 clip_eps:0.1 entropy:1.027 +2026-01-07 11:58:12 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:673.30 total_reward_ma:666.49 loss:0.05029 fps:1378 +frame:7.80e+06 wall_t:5659 t:487500 epi:nan +opt_step:121856 lr:5.503e-05 clip_eps:0.1 entropy:0.9056 +2026-01-07 11:58:18 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:669.15 total_reward_ma:666.43 loss:0.04449 fps:1379 +frame:7.81e+06 wall_t:5665 t:488125 epi:nan +opt_step:122016 lr:5.477e-05 clip_eps:0.1 entropy:0.8261 +2026-01-07 11:58:25 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:683.25 total_reward_ma:666.63 loss:0.07836 fps:1379 +frame:7.82e+06 wall_t:5672 t:488750 epi:nan +opt_step:122176 lr:5.452e-05 clip_eps:0.1 entropy:0.7701 +2026-01-07 11:58:31 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:675.35 total_reward_ma:666.76 loss:0.02766 fps:1379 +frame:7.83e+06 wall_t:5679 t:489375 epi:nan +opt_step:122336 lr:5.426e-05 clip_eps:0.1 entropy:0.7017 +2026-01-07 11:58:38 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:658.45 total_reward_ma:666.70 loss:0.0246 fps:1379 +frame:7.84e+06 wall_t:5685 t:490000 epi:nan +opt_step:122496 lr:5.401e-05 clip_eps:0.1 entropy:0.9948 +2026-01-07 11:58:45 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:660.15 total_reward_ma:666.70 loss:0.04661 fps:1379 +frame:7.85e+06 wall_t:5692 t:490625 epi:nan +opt_step:122656 lr:5.375e-05 clip_eps:0.1 entropy:0.8925 +2026-01-07 11:58:51 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:672.35 total_reward_ma:666.77 loss:0.03357 fps:1379 +frame:7.86e+06 wall_t:5698 t:491250 epi:nan +opt_step:122784 lr:5.355e-05 clip_eps:0.1 entropy:0.5532 +2026-01-07 11:58:58 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:677.55 total_reward_ma:666.76 loss:0.0357 fps:1379 +frame:7.87e+06 wall_t:5705 t:491875 epi:nan +opt_step:122944 lr:5.329e-05 clip_eps:0.1 entropy:0.8517 +2026-01-07 11:59:05 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:691.15 total_reward_ma:666.64 loss:0.01228 fps:1380 +frame:7.88e+06 wall_t:5712 t:492500 epi:nan +opt_step:123104 lr:5.303e-05 clip_eps:0.1 entropy:0.8472 +2026-01-07 11:59:11 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:685.80 total_reward_ma:666.48 loss:0.02385 fps:1380 +frame:7.89e+06 wall_t:5718 t:493125 epi:nan +opt_step:123264 lr:5.278e-05 clip_eps:0.1 entropy:0.7982 +2026-01-07 11:59:17 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:689.30 total_reward_ma:666.44 loss:0.02828 fps:1380 +frame:7.90e+06 wall_t:5724 t:493750 epi:nan +opt_step:123424 lr:5.252e-05 clip_eps:0.1 entropy:0.7679 +2026-01-07 11:59:24 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:685.30 total_reward_ma:666.29 loss:0.0216 fps:1380 +frame:7.91e+06 wall_t:5731 t:494375 epi:nan +opt_step:123584 lr:5.227e-05 clip_eps:0.1 entropy:0.9017 +2026-01-07 11:59:30 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:679.90 total_reward_ma:666.01 loss:0.04449 fps:1381 +frame:7.92e+06 wall_t:5737 t:495000 epi:nan +opt_step:123744 lr:5.201e-05 clip_eps:0.1 entropy:0.8006 +2026-01-07 11:59:37 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:688.00 total_reward_ma:665.82 loss:0.02129 fps:1381 +frame:7.93e+06 wall_t:5744 t:495625 epi:nan +opt_step:123904 lr:5.175e-05 clip_eps:0.1 entropy:0.8231 +2026-01-07 11:59:43 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:697.55 total_reward_ma:665.70 loss:0.07225 fps:1381 +frame:7.94e+06 wall_t:5750 t:496250 epi:nan +opt_step:124032 lr:5.155e-05 clip_eps:0.1 entropy:0.9302 +2026-01-07 11:59:50 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:687.95 total_reward_ma:665.53 loss:0.04909 fps:1381 +frame:7.95e+06 wall_t:5757 t:496875 epi:nan +opt_step:124192 lr:5.129e-05 clip_eps:0.1 entropy:0.8671 +2026-01-07 11:59:56 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:680.95 total_reward_ma:665.37 loss:0.06219 fps:1381 +frame:7.96e+06 wall_t:5764 t:497500 epi:nan +opt_step:124352 lr:5.104e-05 clip_eps:0.1 entropy:0.8483 +2026-01-07 12:00:03 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:666.50 total_reward_ma:665.06 loss:0.03608 fps:1381 +frame:7.97e+06 wall_t:5770 t:498125 epi:nan +opt_step:124512 lr:5.078e-05 clip_eps:0.1 entropy:0.8043 +2026-01-07 12:00:10 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:670.35 total_reward_ma:664.73 loss:0.07248 fps:1381 +frame:7.98e+06 wall_t:5777 t:498750 epi:nan +opt_step:124672 lr:5.052e-05 clip_eps:0.1 entropy:0.8171 +2026-01-07 12:00:16 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:683.00 total_reward_ma:664.49 loss:0.0293 fps:1382 +frame:7.99e+06 wall_t:5783 t:499375 epi:nan +opt_step:124832 lr:5.027e-05 clip_eps:0.1 entropy:0.7624 +2026-01-07 12:00:23 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:686.60 total_reward_ma:664.16 loss:0.02906 fps:1382 +frame:8.00e+06 wall_t:5790 t:500000 epi:nan +opt_step:124992 lr:5.001e-05 clip_eps:0.1 entropy:0.8148 +2026-01-07 12:00:29 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:696.70 total_reward_ma:663.89 loss:0.044 fps:1382 +frame:8.01e+06 wall_t:5796 t:500625 epi:nan +opt_step:125152 lr:4.976e-05 clip_eps:0.1 entropy:0.9657 +2026-01-07 12:00:36 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:685.25 total_reward_ma:663.43 loss:0.0799 fps:1382 +frame:8.02e+06 wall_t:5803 t:501250 epi:nan +opt_step:125312 lr:4.95e-05 clip_eps:0.1 entropy:1.013 +2026-01-07 12:00:42 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:673.10 total_reward_ma:662.90 loss:0.07944 fps:1382 +frame:8.03e+06 wall_t:5809 t:501875 epi:nan +opt_step:125440 lr:4.93e-05 clip_eps:0.1 entropy:0.8676 +2026-01-07 12:00:48 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:687.65 total_reward_ma:662.58 loss:0.02266 fps:1383 +frame:8.04e+06 wall_t:5815 t:502500 epi:nan +opt_step:125600 lr:4.904e-05 clip_eps:0.1 entropy:0.8351 +2026-01-07 12:00:54 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:709.75 total_reward_ma:662.57 loss:0.0316 fps:1383 +frame:8.05e+06 wall_t:5822 t:503125 epi:nan +opt_step:125760 lr:4.878e-05 clip_eps:0.1 entropy:0.9822 +2026-01-07 12:01:01 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:704.55 total_reward_ma:662.65 loss:0.04305 fps:1383 +frame:8.06e+06 wall_t:5829 t:503750 epi:nan +opt_step:125920 lr:4.853e-05 clip_eps:0.1 entropy:0.7975 +2026-01-07 12:01:08 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:716.10 total_reward_ma:662.94 loss:0.025 fps:1383 +frame:8.07e+06 wall_t:5835 t:504375 epi:nan +opt_step:126080 lr:4.827e-05 clip_eps:0.1 entropy:0.7961 +2026-01-07 12:01:14 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:716.50 total_reward_ma:663.59 loss:0.05997 fps:1383 +frame:8.08e+06 wall_t:5842 t:505000 epi:nan +opt_step:126240 lr:4.802e-05 clip_eps:0.1 entropy:0.929 +2026-01-07 12:01:22 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:725.00 total_reward_ma:664.46 loss:0.00796 fps:1383 +frame:8.09e+06 wall_t:5849 t:505625 epi:nan +opt_step:126400 lr:4.776e-05 clip_eps:0.1 entropy:0.9112 +2026-01-07 12:01:28 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:726.85 total_reward_ma:665.49 loss:0.06182 fps:1383 +frame:8.10e+06 wall_t:5855 t:506250 epi:nan +opt_step:126560 lr:4.75e-05 clip_eps:0.1 entropy:0.9151 +2026-01-07 12:01:35 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:717.35 total_reward_ma:666.65 loss:0.01685 fps:1383 +frame:8.11e+06 wall_t:5862 t:506875 epi:nan +opt_step:126688 lr:4.73e-05 clip_eps:0.1 entropy:0.7543 +2026-01-07 12:01:41 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:726.95 total_reward_ma:667.99 loss:0.05139 fps:1384 +frame:8.12e+06 wall_t:5868 t:507500 epi:nan +opt_step:126848 lr:4.704e-05 clip_eps:0.1 entropy:0.9861 +2026-01-07 12:01:48 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:722.25 total_reward_ma:669.16 loss:0.07255 fps:1384 +frame:8.13e+06 wall_t:5875 t:508125 epi:nan +opt_step:127008 lr:4.679e-05 clip_eps:0.1 entropy:0.8291 +2026-01-07 12:01:54 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:707.95 total_reward_ma:670.06 loss:0.04773 fps:1384 +frame:8.14e+06 wall_t:5881 t:508750 epi:nan +opt_step:127168 lr:4.653e-05 clip_eps:0.1 entropy:0.6234 +2026-01-07 12:02:01 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:708.65 total_reward_ma:670.94 loss:0.0301 fps:1384 +frame:8.15e+06 wall_t:5888 t:509375 epi:nan +opt_step:127328 lr:4.628e-05 clip_eps:0.1 entropy:0.7155 +2026-01-07 12:02:08 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:703.60 total_reward_ma:671.96 loss:0.1038 fps:1384 +frame:8.16e+06 wall_t:5895 t:510000 epi:nan +opt_step:127488 lr:4.602e-05 clip_eps:0.1 entropy:0.8447 +2026-01-07 12:02:14 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:721.90 total_reward_ma:673.01 loss:0.07156 fps:1384 +frame:8.17e+06 wall_t:5902 t:510625 epi:nan +opt_step:127648 lr:4.576e-05 clip_eps:0.1 entropy:0.8684 +2026-01-07 12:02:21 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:721.70 total_reward_ma:673.85 loss:0.04295 fps:1385 +frame:8.18e+06 wall_t:5908 t:511250 epi:nan +opt_step:127808 lr:4.551e-05 clip_eps:0.1 entropy:0.6978 +2026-01-07 12:02:27 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:707.80 total_reward_ma:674.57 loss:0.07396 fps:1385 +frame:8.19e+06 wall_t:5914 t:511875 epi:nan +opt_step:127968 lr:4.525e-05 clip_eps:0.1 entropy:0.8103 +2026-01-07 12:02:33 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:709.60 total_reward_ma:675.25 loss:0.05138 fps:1385 +frame:8.20e+06 wall_t:5920 t:512500 epi:nan +opt_step:128096 lr:4.505e-05 clip_eps:0.1 entropy:0.9143 +2026-01-07 12:02:40 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:702.55 total_reward_ma:675.63 loss:0.09814 fps:1385 +frame:8.21e+06 wall_t:5927 t:513125 epi:nan +opt_step:128256 lr:4.479e-05 clip_eps:0.1 entropy:0.7786 +2026-01-07 12:02:46 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:696.25 total_reward_ma:676.06 loss:0.08926 fps:1385 +frame:8.22e+06 wall_t:5933 t:513750 epi:nan +opt_step:128416 lr:4.453e-05 clip_eps:0.1 entropy:0.5908 +2026-01-07 12:02:53 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:722.80 total_reward_ma:676.93 loss:0.02052 fps:1386 +frame:8.23e+06 wall_t:5940 t:514375 epi:nan +opt_step:128576 lr:4.428e-05 clip_eps:0.1 entropy:0.649 +2026-01-07 12:02:59 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:728.80 total_reward_ma:677.76 loss:0.07307 fps:1386 +frame:8.24e+06 wall_t:5946 t:515000 epi:nan +opt_step:128736 lr:4.402e-05 clip_eps:0.1 entropy:1.024 +2026-01-07 12:03:06 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:713.60 total_reward_ma:678.28 loss:0.07233 fps:1386 +frame:8.25e+06 wall_t:5953 t:515625 epi:nan +opt_step:128896 lr:4.377e-05 clip_eps:0.1 entropy:0.8734 +2026-01-07 12:03:12 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:726.20 total_reward_ma:678.94 loss:0.05591 fps:1386 +frame:8.26e+06 wall_t:5959 t:516250 epi:nan +opt_step:129056 lr:4.351e-05 clip_eps:0.1 entropy:0.8388 +2026-01-07 12:03:18 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:709.65 total_reward_ma:679.49 loss:0.09582 fps:1386 +frame:8.27e+06 wall_t:5966 t:516875 epi:nan +opt_step:129216 lr:4.325e-05 clip_eps:0.1 entropy:0.8079 +2026-01-07 12:03:25 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:726.20 total_reward_ma:680.21 loss:0.05532 fps:1386 +frame:8.28e+06 wall_t:5972 t:517500 epi:nan +opt_step:129344 lr:4.305e-05 clip_eps:0.1 entropy:0.7805 +2026-01-07 12:03:31 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:743.60 total_reward_ma:681.11 loss:0.01993 fps:1387 +frame:8.29e+06 wall_t:5978 t:518125 epi:nan +opt_step:129504 lr:4.279e-05 clip_eps:0.1 entropy:0.7467 +2026-01-07 12:03:38 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:728.95 total_reward_ma:681.99 loss:0.01012 fps:1387 +frame:8.30e+06 wall_t:5985 t:518750 epi:nan +opt_step:129664 lr:4.254e-05 clip_eps:0.1 entropy:0.767 +2026-01-07 12:03:44 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:729.65 total_reward_ma:682.77 loss:0.04187 fps:1387 +frame:8.31e+06 wall_t:5992 t:519375 epi:nan +opt_step:129824 lr:4.228e-05 clip_eps:0.1 entropy:0.8457 +2026-01-07 12:03:51 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:740.55 total_reward_ma:683.63 loss:0.03445 fps:1387 +frame:8.32e+06 wall_t:5998 t:520000 epi:nan +opt_step:129984 lr:4.203e-05 clip_eps:0.1 entropy:0.7228 +2026-01-07 12:03:58 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:723.50 total_reward_ma:684.31 loss:0.02371 fps:1387 +frame:8.33e+06 wall_t:6005 t:520625 epi:nan +opt_step:130144 lr:4.177e-05 clip_eps:0.1 entropy:0.9312 +2026-01-07 12:04:04 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:725.35 total_reward_ma:685.10 loss:0.02156 fps:1387 +frame:8.34e+06 wall_t:6012 t:521250 epi:nan +opt_step:130304 lr:4.151e-05 clip_eps:0.1 entropy:0.9299 +2026-01-07 12:04:10 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:719.20 total_reward_ma:685.80 loss:0.07214 fps:1388 +frame:8.35e+06 wall_t:6017 t:521875 epi:nan +opt_step:130464 lr:4.126e-05 clip_eps:0.1 entropy:0.4679 +2026-01-07 12:04:16 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:712.30 total_reward_ma:686.37 loss:0.0257 fps:1388 +frame:8.36e+06 wall_t:6023 t:522500 epi:nan +opt_step:130624 lr:4.1e-05 clip_eps:0.1 entropy:0.7935 +2026-01-07 12:04:21 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:699.20 total_reward_ma:686.83 loss:0.07397 fps:1389 +frame:8.37e+06 wall_t:6028 t:523125 epi:nan +opt_step:130752 lr:4.08e-05 clip_eps:0.1 entropy:0.8987 +2026-01-07 12:04:26 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:702.95 total_reward_ma:687.34 loss:0.02428 fps:1389 +frame:8.38e+06 wall_t:6034 t:523750 epi:nan +opt_step:130912 lr:4.054e-05 clip_eps:0.1 entropy:0.7663 +2026-01-07 12:04:32 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:698.45 total_reward_ma:687.81 loss:0.04594 fps:1389 +frame:8.39e+06 wall_t:6039 t:524375 epi:nan +opt_step:131072 lr:4.028e-05 clip_eps:0.1 entropy:0.7235 +2026-01-07 12:04:38 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:686.45 total_reward_ma:688.05 loss:0.03007 fps:1390 +frame:8.40e+06 wall_t:6045 t:525000 epi:nan +opt_step:131232 lr:4.003e-05 clip_eps:0.1 entropy:0.7756 +2026-01-07 12:04:45 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:670.95 total_reward_ma:688.24 loss:0.1014 fps:1390 +frame:8.41e+06 wall_t:6052 t:525625 epi:nan +opt_step:131392 lr:3.977e-05 clip_eps:0.1 entropy:0.7519 +2026-01-07 12:04:52 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:664.35 total_reward_ma:688.33 loss:0.07204 fps:1390 +frame:8.42e+06 wall_t:6059 t:526250 epi:nan +opt_step:131552 lr:3.952e-05 clip_eps:0.1 entropy:0.8853 +2026-01-07 12:04:59 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:670.15 total_reward_ma:688.67 loss:0.01861 fps:1390 +frame:8.43e+06 wall_t:6066 t:526875 epi:nan +opt_step:131712 lr:3.926e-05 clip_eps:0.1 entropy:0.801 +2026-01-07 12:05:06 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:668.75 total_reward_ma:688.99 loss:0.01835 fps:1390 +frame:8.44e+06 wall_t:6073 t:527500 epi:nan +opt_step:131872 lr:3.9e-05 clip_eps:0.1 entropy:0.7562 +2026-01-07 12:05:12 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:669.70 total_reward_ma:689.33 loss:0.0472 fps:1390 +frame:8.45e+06 wall_t:6079 t:528125 epi:nan +opt_step:132000 lr:3.88e-05 clip_eps:0.1 entropy:0.8834 +2026-01-07 12:05:19 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:663.00 total_reward_ma:689.75 loss:0.03422 fps:1390 +frame:8.46e+06 wall_t:6086 t:528750 epi:nan +opt_step:132160 lr:3.854e-05 clip_eps:0.1 entropy:0.8603 +2026-01-07 12:05:25 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:665.35 total_reward_ma:690.21 loss:0.1005 fps:1390 +frame:8.47e+06 wall_t:6092 t:529375 epi:nan +opt_step:132320 lr:3.829e-05 clip_eps:0.1 entropy:0.7201 +2026-01-07 12:05:32 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:665.60 total_reward_ma:690.61 loss:0.07433 fps:1390 +frame:8.48e+06 wall_t:6099 t:530000 epi:nan +opt_step:132480 lr:3.803e-05 clip_eps:0.1 entropy:0.8085 +2026-01-07 12:05:38 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:674.55 total_reward_ma:691.13 loss:0.05157 fps:1390 +frame:8.49e+06 wall_t:6106 t:530625 epi:nan +opt_step:132640 lr:3.778e-05 clip_eps:0.1 entropy:0.8587 +2026-01-07 12:05:45 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:686.55 total_reward_ma:691.73 loss:0.04416 fps:1391 +frame:8.50e+06 wall_t:6112 t:531250 epi:nan +opt_step:132800 lr:3.752e-05 clip_eps:0.1 entropy:0.821 +2026-01-07 12:05:52 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:693.60 total_reward_ma:692.28 loss:0.07839 fps:1391 +frame:8.51e+06 wall_t:6119 t:531875 epi:nan +opt_step:132960 lr:3.726e-05 clip_eps:0.1 entropy:0.6709 +2026-01-07 12:05:58 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:694.60 total_reward_ma:692.78 loss:0.08785 fps:1391 +frame:8.52e+06 wall_t:6125 t:532500 epi:nan +opt_step:133120 lr:3.701e-05 clip_eps:0.1 entropy:0.7444 +2026-01-07 12:06:05 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:702.85 total_reward_ma:693.16 loss:0.02671 fps:1391 +frame:8.53e+06 wall_t:6132 t:533125 epi:nan +opt_step:133280 lr:3.675e-05 clip_eps:0.1 entropy:0.8932 +2026-01-07 12:06:12 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:703.15 total_reward_ma:693.50 loss:0.008901 fps:1391 +frame:8.54e+06 wall_t:6139 t:533750 epi:nan +opt_step:133408 lr:3.655e-05 clip_eps:0.1 entropy:0.8354 +2026-01-07 12:06:19 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:700.35 total_reward_ma:693.72 loss:0.01462 fps:1391 +frame:8.55e+06 wall_t:6146 t:534375 epi:nan +opt_step:133568 lr:3.629e-05 clip_eps:0.1 entropy:0.8799 +2026-01-07 12:06:26 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:694.65 total_reward_ma:693.65 loss:0.08545 fps:1391 +frame:8.56e+06 wall_t:6153 t:535000 epi:nan +opt_step:133728 lr:3.604e-05 clip_eps:0.1 entropy:0.8406 +2026-01-07 12:06:32 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:719.45 total_reward_ma:693.81 loss:0.04205 fps:1391 +frame:8.57e+06 wall_t:6159 t:535625 epi:nan +opt_step:133888 lr:3.578e-05 clip_eps:0.1 entropy:0.7474 +2026-01-07 12:06:37 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:738.60 total_reward_ma:694.02 loss:0.01934 fps:1392 +frame:8.58e+06 wall_t:6164 t:536250 epi:nan +opt_step:134048 lr:3.552e-05 clip_eps:0.1 entropy:0.8385 +2026-01-07 12:06:43 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:728.65 total_reward_ma:694.16 loss:0.1331 fps:1392 +frame:8.59e+06 wall_t:6170 t:536875 epi:nan +opt_step:134208 lr:3.527e-05 clip_eps:0.1 entropy:0.6615 +2026-01-07 12:06:48 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:745.60 total_reward_ma:694.42 loss:0.03181 fps:1393 +frame:8.60e+06 wall_t:6175 t:537500 epi:nan +opt_step:134368 lr:3.501e-05 clip_eps:0.1 entropy:0.783 +2026-01-07 12:06:54 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:739.85 total_reward_ma:694.76 loss:0.02449 fps:1393 +frame:8.61e+06 wall_t:6181 t:538125 epi:nan +opt_step:134528 lr:3.476e-05 clip_eps:0.1 entropy:0.7476 +2026-01-07 12:06:59 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:734.55 total_reward_ma:695.27 loss:0.02365 fps:1393 +frame:8.62e+06 wall_t:6186 t:538750 epi:nan +opt_step:134656 lr:3.455e-05 clip_eps:0.1 entropy:0.6704 +2026-01-07 12:07:06 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:737.35 total_reward_ma:695.87 loss:0.02549 fps:1394 +frame:8.63e+06 wall_t:6193 t:539375 epi:nan +opt_step:134816 lr:3.429e-05 clip_eps:0.1 entropy:0.8943 +2026-01-07 12:07:12 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:740.65 total_reward_ma:696.46 loss:0.03253 fps:1394 +frame:8.64e+06 wall_t:6199 t:540000 epi:nan +opt_step:134976 lr:3.404e-05 clip_eps:0.1 entropy:0.9154 +2026-01-07 12:07:18 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:767.65 total_reward_ma:697.53 loss:0.02075 fps:1394 +frame:8.65e+06 wall_t:6205 t:540625 epi:nan +opt_step:135136 lr:3.378e-05 clip_eps:0.1 entropy:0.8519 +2026-01-07 12:07:25 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:775.40 total_reward_ma:698.78 loss:0.01017 fps:1394 +frame:8.66e+06 wall_t:6212 t:541250 epi:nan +opt_step:135296 lr:3.353e-05 clip_eps:0.1 entropy:0.8879 +2026-01-07 12:07:32 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:771.60 total_reward_ma:700.03 loss:0.0269 fps:1394 +frame:8.67e+06 wall_t:6219 t:541875 epi:nan +opt_step:135456 lr:3.327e-05 clip_eps:0.1 entropy:0.7767 +2026-01-07 12:07:38 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:757.55 total_reward_ma:701.17 loss:0.1053 fps:1394 +frame:8.68e+06 wall_t:6225 t:542500 epi:nan +opt_step:135616 lr:3.301e-05 clip_eps:0.1 entropy:0.849 +2026-01-07 12:07:44 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:777.25 total_reward_ma:702.51 loss:0.03787 fps:1395 +frame:8.69e+06 wall_t:6231 t:543125 epi:nan +opt_step:135776 lr:3.276e-05 clip_eps:0.1 entropy:0.6927 +2026-01-07 12:07:51 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:760.75 total_reward_ma:703.55 loss:0.06012 fps:1395 +frame:8.70e+06 wall_t:6238 t:543750 epi:nan +opt_step:135936 lr:3.25e-05 clip_eps:0.1 entropy:0.8427 +2026-01-07 12:07:57 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:753.80 total_reward_ma:704.29 loss:0.06001 fps:1395 +frame:8.71e+06 wall_t:6244 t:544375 epi:nan +opt_step:136064 lr:3.23e-05 clip_eps:0.1 entropy:0.9649 +2026-01-07 12:08:04 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:774.75 total_reward_ma:705.23 loss:0.02826 fps:1395 +frame:8.72e+06 wall_t:6251 t:545000 epi:nan +opt_step:136224 lr:3.204e-05 clip_eps:0.1 entropy:0.8456 +2026-01-07 12:08:11 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:768.70 total_reward_ma:706.24 loss:0.07492 fps:1395 +frame:8.73e+06 wall_t:6258 t:545625 epi:nan +opt_step:136384 lr:3.179e-05 clip_eps:0.1 entropy:0.6009 +2026-01-07 12:08:18 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:767.25 total_reward_ma:707.15 loss:0.05104 fps:1395 +frame:8.74e+06 wall_t:6265 t:546250 epi:nan +opt_step:136544 lr:3.153e-05 clip_eps:0.1 entropy:0.6851 +2026-01-07 12:08:24 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:748.25 total_reward_ma:707.68 loss:0.0767 fps:1395 +frame:8.75e+06 wall_t:6271 t:546875 epi:nan +opt_step:136704 lr:3.127e-05 clip_eps:0.1 entropy:0.7176 +2026-01-07 12:08:31 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:726.95 total_reward_ma:707.92 loss:0.03481 fps:1395 +frame:8.76e+06 wall_t:6278 t:547500 epi:nan +opt_step:136864 lr:3.102e-05 clip_eps:0.1 entropy:0.8879 +2026-01-07 12:08:37 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:741.25 total_reward_ma:708.35 loss:0.0304 fps:1396 +frame:8.77e+06 wall_t:6284 t:548125 epi:nan +opt_step:137024 lr:3.076e-05 clip_eps:0.1 entropy:0.953 +2026-01-07 12:08:44 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:730.35 total_reward_ma:708.74 loss:0.01468 fps:1396 +frame:8.78e+06 wall_t:6291 t:548750 epi:nan +opt_step:137184 lr:3.051e-05 clip_eps:0.1 entropy:0.9544 +2026-01-07 12:08:49 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:725.20 total_reward_ma:709.07 loss:0.02163 fps:1396 +frame:8.79e+06 wall_t:6297 t:549375 epi:nan +opt_step:137312 lr:3.03e-05 clip_eps:0.1 entropy:0.6424 +2026-01-07 12:08:56 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:737.90 total_reward_ma:709.71 loss:0.09157 fps:1396 +frame:8.80e+06 wall_t:6303 t:550000 epi:nan +opt_step:137472 lr:3.004e-05 clip_eps:0.1 entropy:0.8304 +2026-01-07 12:09:02 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:718.95 total_reward_ma:710.21 loss:0.02331 fps:1396 +frame:8.81e+06 wall_t:6309 t:550625 epi:nan +opt_step:137632 lr:2.979e-05 clip_eps:0.1 entropy:0.6971 +2026-01-07 12:09:08 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:727.20 total_reward_ma:710.65 loss:0.06977 fps:1396 +frame:8.82e+06 wall_t:6316 t:551250 epi:nan +opt_step:137792 lr:2.953e-05 clip_eps:0.1 entropy:0.885 +2026-01-07 12:09:15 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:716.60 total_reward_ma:711.06 loss:0.0328 fps:1397 +frame:8.83e+06 wall_t:6322 t:551875 epi:nan +opt_step:137952 lr:2.928e-05 clip_eps:0.1 entropy:0.8717 +2026-01-07 12:09:22 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:706.25 total_reward_ma:711.54 loss:0.07683 fps:1397 +frame:8.84e+06 wall_t:6329 t:552500 epi:nan +opt_step:138112 lr:2.902e-05 clip_eps:0.1 entropy:0.6439 +2026-01-07 12:09:29 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:716.65 total_reward_ma:712.11 loss:0.03325 fps:1397 +frame:8.85e+06 wall_t:6336 t:553125 epi:nan +opt_step:138272 lr:2.876e-05 clip_eps:0.1 entropy:0.7174 +2026-01-07 12:09:36 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:702.40 total_reward_ma:712.41 loss:0.02266 fps:1397 +frame:8.86e+06 wall_t:6343 t:553750 epi:nan +opt_step:138432 lr:2.851e-05 clip_eps:0.1 entropy:0.9323 +2026-01-07 12:09:42 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:692.35 total_reward_ma:712.56 loss:0.02629 fps:1397 +frame:8.87e+06 wall_t:6349 t:554375 epi:nan +opt_step:138592 lr:2.825e-05 clip_eps:0.1 entropy:0.8741 +2026-01-07 12:09:48 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:686.30 total_reward_ma:712.51 loss:0.05449 fps:1397 +frame:8.88e+06 wall_t:6356 t:555000 epi:nan +opt_step:138720 lr:2.805e-05 clip_eps:0.1 entropy:0.5689 +2026-01-07 12:09:55 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:698.90 total_reward_ma:712.64 loss:0.1005 fps:1397 +frame:8.89e+06 wall_t:6362 t:555625 epi:nan +opt_step:138880 lr:2.779e-05 clip_eps:0.1 entropy:0.6723 +2026-01-07 12:10:02 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:706.70 total_reward_ma:712.81 loss:0.04199 fps:1397 +frame:8.90e+06 wall_t:6369 t:556250 epi:nan +opt_step:139040 lr:2.754e-05 clip_eps:0.1 entropy:0.8252 +2026-01-07 12:10:08 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:704.65 total_reward_ma:713.01 loss:0.013 fps:1397 +frame:8.91e+06 wall_t:6376 t:556875 epi:nan +opt_step:139200 lr:2.728e-05 clip_eps:0.1 entropy:0.7065 +2026-01-07 12:10:15 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:700.00 total_reward_ma:713.21 loss:0.01808 fps:1398 +frame:8.92e+06 wall_t:6382 t:557500 epi:nan +opt_step:139360 lr:2.702e-05 clip_eps:0.1 entropy:0.8633 +2026-01-07 12:10:22 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:715.50 total_reward_ma:713.48 loss:0.04518 fps:1398 +frame:8.93e+06 wall_t:6389 t:558125 epi:nan +opt_step:139520 lr:2.677e-05 clip_eps:0.1 entropy:0.7726 +2026-01-07 12:10:29 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:723.90 total_reward_ma:713.75 loss:0.05206 fps:1398 +frame:8.94e+06 wall_t:6396 t:558750 epi:nan +opt_step:139680 lr:2.651e-05 clip_eps:0.1 entropy:0.9072 +2026-01-07 12:10:36 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:720.35 total_reward_ma:714.07 loss:0.02074 fps:1398 +frame:8.95e+06 wall_t:6403 t:559375 epi:nan +opt_step:139840 lr:2.626e-05 clip_eps:0.1 entropy:0.6424 +2026-01-07 12:10:43 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:745.95 total_reward_ma:714.72 loss:0.02618 fps:1398 +frame:8.96e+06 wall_t:6410 t:560000 epi:nan +opt_step:140000 lr:2.6e-05 clip_eps:0.1 entropy:0.9331 +2026-01-07 12:10:49 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:734.45 total_reward_ma:715.40 loss:0.07922 fps:1398 +frame:8.97e+06 wall_t:6416 t:560625 epi:nan +opt_step:140128 lr:2.58e-05 clip_eps:0.1 entropy:0.6744 +2026-01-07 12:10:56 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:722.00 total_reward_ma:715.92 loss:0.07049 fps:1398 +frame:8.98e+06 wall_t:6423 t:561250 epi:nan +opt_step:140288 lr:2.554e-05 clip_eps:0.1 entropy:0.8346 +2026-01-07 12:11:02 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:718.00 total_reward_ma:716.27 loss:0.07 fps:1398 +frame:8.99e+06 wall_t:6429 t:561875 epi:nan +opt_step:140448 lr:2.528e-05 clip_eps:0.1 entropy:0.8008 +2026-01-07 12:11:09 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:737.90 total_reward_ma:716.78 loss:0.07947 fps:1398 +frame:9.00e+06 wall_t:6436 t:562500 epi:nan +opt_step:140608 lr:2.503e-05 clip_eps:0.1 entropy:0.846 +2026-01-07 12:11:15 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:737.25 total_reward_ma:717.18 loss:0.06936 fps:1398 +frame:9.01e+06 wall_t:6443 t:563125 epi:nan +opt_step:140768 lr:2.477e-05 clip_eps:0.1 entropy:0.7548 +2026-01-07 12:11:22 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:743.90 total_reward_ma:717.77 loss:0.01427 fps:1399 +frame:9.02e+06 wall_t:6449 t:563750 epi:nan +opt_step:140928 lr:2.452e-05 clip_eps:0.1 entropy:0.9119 +2026-01-07 12:11:29 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:758.70 total_reward_ma:718.63 loss:0.07155 fps:1399 +frame:9.03e+06 wall_t:6456 t:564375 epi:nan +opt_step:141088 lr:2.426e-05 clip_eps:0.1 entropy:0.8614 +2026-01-07 12:11:36 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:751.35 total_reward_ma:719.26 loss:0.0608 fps:1399 +frame:9.04e+06 wall_t:6463 t:565000 epi:nan +opt_step:141248 lr:2.4e-05 clip_eps:0.1 entropy:0.8978 +2026-01-07 12:11:42 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:739.35 total_reward_ma:719.56 loss:0.03169 fps:1399 +frame:9.05e+06 wall_t:6469 t:565625 epi:nan +opt_step:141376 lr:2.38e-05 clip_eps:0.1 entropy:0.7486 +2026-01-07 12:11:48 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:740.40 total_reward_ma:719.92 loss:0.01752 fps:1399 +frame:9.06e+06 wall_t:6475 t:566250 epi:nan +opt_step:141536 lr:2.354e-05 clip_eps:0.1 entropy:0.8626 +2026-01-07 12:11:54 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:760.40 total_reward_ma:720.36 loss:0.04257 fps:1399 +frame:9.07e+06 wall_t:6481 t:566875 epi:nan +opt_step:141696 lr:2.329e-05 clip_eps:0.1 entropy:0.9381 +2026-01-07 12:11:59 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:762.80 total_reward_ma:720.82 loss:0.02008 fps:1400 +frame:9.08e+06 wall_t:6486 t:567500 epi:nan +opt_step:141856 lr:2.303e-05 clip_eps:0.1 entropy:0.8166 +2026-01-07 12:12:04 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:741.00 total_reward_ma:720.98 loss:0.03096 fps:1400 +frame:9.09e+06 wall_t:6492 t:568125 epi:nan +opt_step:142016 lr:2.277e-05 clip_eps:0.1 entropy:0.665 +2026-01-07 12:12:11 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:738.40 total_reward_ma:721.10 loss:0.06361 fps:1400 +frame:9.10e+06 wall_t:6498 t:568750 epi:nan +opt_step:142176 lr:2.252e-05 clip_eps:0.1 entropy:0.785 +2026-01-07 12:12:17 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:749.00 total_reward_ma:721.42 loss:0.03831 fps:1400 +frame:9.11e+06 wall_t:6505 t:569375 epi:nan +opt_step:142336 lr:2.226e-05 clip_eps:0.1 entropy:0.6944 +2026-01-07 12:12:24 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:750.75 total_reward_ma:721.65 loss:0.05918 fps:1401 +frame:9.12e+06 wall_t:6511 t:570000 epi:nan +opt_step:142496 lr:2.201e-05 clip_eps:0.1 entropy:0.7632 +2026-01-07 12:12:30 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:752.75 total_reward_ma:721.96 loss:0.06177 fps:1401 +frame:9.13e+06 wall_t:6517 t:570625 epi:nan +opt_step:142656 lr:2.175e-05 clip_eps:0.1 entropy:0.9557 +2026-01-07 12:12:36 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:748.65 total_reward_ma:722.37 loss:0.01018 fps:1401 +frame:9.14e+06 wall_t:6523 t:571250 epi:nan +opt_step:142784 lr:2.155e-05 clip_eps:0.1 entropy:0.9503 +2026-01-07 12:12:43 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:751.95 total_reward_ma:722.80 loss:0.1228 fps:1401 +frame:9.15e+06 wall_t:6530 t:571875 epi:nan +opt_step:142944 lr:2.129e-05 clip_eps:0.1 entropy:0.8121 +2026-01-07 12:12:49 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:752.70 total_reward_ma:723.29 loss:0.06734 fps:1401 +frame:9.16e+06 wall_t:6536 t:572500 epi:nan +opt_step:143104 lr:2.103e-05 clip_eps:0.1 entropy:0.8007 +2026-01-07 12:12:55 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:767.45 total_reward_ma:723.75 loss:0.06885 fps:1402 +frame:9.17e+06 wall_t:6542 t:573125 epi:nan +opt_step:143264 lr:2.078e-05 clip_eps:0.1 entropy:0.7473 +2026-01-07 12:13:02 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:769.80 total_reward_ma:724.23 loss:0.04868 fps:1402 +frame:9.18e+06 wall_t:6549 t:573750 epi:nan +opt_step:143424 lr:2.052e-05 clip_eps:0.1 entropy:0.8729 +2026-01-07 12:13:08 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:782.55 total_reward_ma:724.97 loss:0.05053 fps:1402 +frame:9.19e+06 wall_t:6555 t:574375 epi:nan +opt_step:143584 lr:2.027e-05 clip_eps:0.1 entropy:0.9264 +2026-01-07 12:13:15 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:780.00 total_reward_ma:725.68 loss:0.04999 fps:1402 +frame:9.20e+06 wall_t:6562 t:575000 epi:nan +opt_step:143744 lr:2.001e-05 clip_eps:0.1 entropy:0.9663 +2026-01-07 12:13:21 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:785.30 total_reward_ma:726.51 loss:0.04491 fps:1402 +frame:9.21e+06 wall_t:6568 t:575625 epi:nan +opt_step:143904 lr:1.975e-05 clip_eps:0.1 entropy:0.8594 +2026-01-07 12:13:27 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:778.25 total_reward_ma:727.33 loss:0.05033 fps:1402 +frame:9.22e+06 wall_t:6574 t:576250 epi:nan +opt_step:144032 lr:1.955e-05 clip_eps:0.1 entropy:0.9421 +2026-01-07 12:13:33 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:776.15 total_reward_ma:727.86 loss:0.02058 fps:1403 +frame:9.23e+06 wall_t:6580 t:576875 epi:nan +opt_step:144192 lr:1.929e-05 clip_eps:0.1 entropy:0.8549 +2026-01-07 12:13:40 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:780.45 total_reward_ma:728.38 loss:0.1279 fps:1403 +frame:9.24e+06 wall_t:6587 t:577500 epi:nan +opt_step:144352 lr:1.904e-05 clip_eps:0.1 entropy:0.9016 +2026-01-07 12:13:46 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:791.55 total_reward_ma:729.16 loss:0.05032 fps:1403 +frame:9.25e+06 wall_t:6593 t:578125 epi:nan +opt_step:144512 lr:1.878e-05 clip_eps:0.1 entropy:0.9183 +2026-01-07 12:13:53 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:804.75 total_reward_ma:729.94 loss:0.04723 fps:1403 +frame:9.26e+06 wall_t:6600 t:578750 epi:nan +opt_step:144672 lr:1.852e-05 clip_eps:0.1 entropy:0.8136 +2026-01-07 12:14:00 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:796.95 total_reward_ma:730.81 loss:0.07087 fps:1403 +frame:9.27e+06 wall_t:6607 t:579375 epi:nan +opt_step:144832 lr:1.827e-05 clip_eps:0.1 entropy:0.671 +2026-01-07 12:14:06 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:792.50 total_reward_ma:731.48 loss:0.02025 fps:1403 +frame:9.28e+06 wall_t:6613 t:580000 epi:nan +opt_step:144992 lr:1.801e-05 clip_eps:0.1 entropy:1.004 +2026-01-07 12:14:13 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:786.90 total_reward_ma:731.91 loss:0.05734 fps:1403 +frame:9.29e+06 wall_t:6620 t:580625 epi:nan +opt_step:145152 lr:1.776e-05 clip_eps:0.1 entropy:0.881 +2026-01-07 12:14:19 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:772.15 total_reward_ma:732.34 loss:0.02198 fps:1404 +frame:9.30e+06 wall_t:6626 t:581250 epi:nan +opt_step:145312 lr:1.75e-05 clip_eps:0.1 entropy:0.7215 +2026-01-07 12:14:25 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:774.40 total_reward_ma:732.79 loss:0.04179 fps:1404 +frame:9.31e+06 wall_t:6632 t:581875 epi:nan +opt_step:145440 lr:1.73e-05 clip_eps:0.1 entropy:0.91 +2026-01-07 12:14:31 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:788.10 total_reward_ma:733.26 loss:0.05603 fps:1404 +frame:9.32e+06 wall_t:6638 t:582500 epi:nan +opt_step:145600 lr:1.704e-05 clip_eps:0.1 entropy:0.9322 +2026-01-07 12:14:38 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:795.25 total_reward_ma:733.98 loss:0.05978 fps:1404 +frame:9.33e+06 wall_t:6645 t:583125 epi:nan +opt_step:145760 lr:1.678e-05 clip_eps:0.1 entropy:0.9149 +2026-01-07 12:14:44 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:799.60 total_reward_ma:734.72 loss:0.01457 fps:1404 +frame:9.34e+06 wall_t:6651 t:583750 epi:nan +opt_step:145920 lr:1.653e-05 clip_eps:0.1 entropy:0.8573 +2026-01-07 12:14:51 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:791.60 total_reward_ma:735.45 loss:0.07409 fps:1404 +frame:9.35e+06 wall_t:6658 t:584375 epi:nan +opt_step:146080 lr:1.627e-05 clip_eps:0.1 entropy:0.8783 +2026-01-07 12:14:57 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:763.45 total_reward_ma:735.96 loss:0.02965 fps:1405 +frame:9.36e+06 wall_t:6664 t:585000 epi:nan +opt_step:146240 lr:1.602e-05 clip_eps:0.1 entropy:0.8991 +2026-01-07 12:15:03 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:763.55 total_reward_ma:736.60 loss:0.02749 fps:1405 +frame:9.37e+06 wall_t:6671 t:585625 epi:nan +opt_step:146400 lr:1.576e-05 clip_eps:0.1 entropy:0.7365 +2026-01-07 12:15:10 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:763.50 total_reward_ma:737.21 loss:0.03043 fps:1405 +frame:9.38e+06 wall_t:6677 t:586250 epi:nan +opt_step:146560 lr:1.55e-05 clip_eps:0.1 entropy:0.7911 +2026-01-07 12:15:16 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:761.50 total_reward_ma:737.84 loss:0.0598 fps:1405 +frame:9.39e+06 wall_t:6683 t:586875 epi:nan +opt_step:146688 lr:1.53e-05 clip_eps:0.1 entropy:0.9626 +2026-01-07 12:15:23 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:769.35 total_reward_ma:738.67 loss:0.09377 fps:1405 +frame:9.40e+06 wall_t:6690 t:587500 epi:nan +opt_step:146848 lr:1.504e-05 clip_eps:0.1 entropy:0.696 +2026-01-07 12:15:29 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:769.95 total_reward_ma:739.66 loss:0.1125 fps:1405 +frame:9.41e+06 wall_t:6696 t:588125 epi:nan +opt_step:147008 lr:1.479e-05 clip_eps:0.1 entropy:0.8335 +2026-01-07 12:15:35 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:774.45 total_reward_ma:740.76 loss:0.04255 fps:1406 +frame:9.42e+06 wall_t:6702 t:588750 epi:nan +opt_step:147168 lr:1.453e-05 clip_eps:0.1 entropy:0.8682 +2026-01-07 12:15:40 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:779.00 total_reward_ma:741.85 loss:0.04742 fps:1406 +frame:9.43e+06 wall_t:6707 t:589375 epi:nan +opt_step:147328 lr:1.428e-05 clip_eps:0.1 entropy:0.9296 +2026-01-07 12:15:46 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:769.80 total_reward_ma:742.86 loss:0.08882 fps:1406 +frame:9.44e+06 wall_t:6713 t:590000 epi:nan +opt_step:147488 lr:1.402e-05 clip_eps:0.1 entropy:0.8649 +2026-01-07 12:15:51 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:777.40 total_reward_ma:743.94 loss:0.08207 fps:1407 +frame:9.45e+06 wall_t:6718 t:590625 epi:nan +opt_step:147648 lr:1.376e-05 clip_eps:0.1 entropy:0.6679 +2026-01-07 12:15:58 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:779.80 total_reward_ma:745.10 loss:0.02853 fps:1407 +frame:9.46e+06 wall_t:6725 t:591250 epi:nan +opt_step:147808 lr:1.351e-05 clip_eps:0.1 entropy:0.8652 +2026-01-07 12:16:04 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:780.50 total_reward_ma:746.25 loss:0.04849 fps:1407 +frame:9.47e+06 wall_t:6731 t:591875 epi:nan +opt_step:147968 lr:1.325e-05 clip_eps:0.1 entropy:0.9859 +2026-01-07 12:16:10 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:786.55 total_reward_ma:747.46 loss:0.03856 fps:1407 +frame:9.48e+06 wall_t:6737 t:592500 epi:nan +opt_step:148096 lr:1.305e-05 clip_eps:0.1 entropy:0.8823 +2026-01-07 12:16:16 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:779.55 total_reward_ma:748.51 loss:0.1157 fps:1407 +frame:9.49e+06 wall_t:6743 t:593125 epi:nan +opt_step:148256 lr:1.279e-05 clip_eps:0.1 entropy:0.8211 +2026-01-07 12:16:22 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:767.75 total_reward_ma:749.33 loss:0.0565 fps:1408 +frame:9.50e+06 wall_t:6749 t:593750 epi:nan +opt_step:148416 lr:1.253e-05 clip_eps:0.1 entropy:0.8063 +2026-01-07 12:16:29 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:768.80 total_reward_ma:750.08 loss:0.05029 fps:1408 +frame:9.51e+06 wall_t:6756 t:594375 epi:nan +opt_step:148576 lr:1.228e-05 clip_eps:0.1 entropy:0.9757 +2026-01-07 12:16:35 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:745.70 total_reward_ma:750.59 loss:0.0245 fps:1408 +frame:9.52e+06 wall_t:6762 t:595000 epi:nan +opt_step:148736 lr:1.202e-05 clip_eps:0.1 entropy:0.88 +2026-01-07 12:16:42 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:739.00 total_reward_ma:750.95 loss:0.04965 fps:1408 +frame:9.53e+06 wall_t:6770 t:595625 epi:nan +opt_step:148896 lr:1.177e-05 clip_eps:0.1 entropy:0.9893 +2026-01-07 12:16:49 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:745.80 total_reward_ma:751.38 loss:0.07892 fps:1408 +frame:9.54e+06 wall_t:6776 t:596250 epi:nan +opt_step:149056 lr:1.151e-05 clip_eps:0.1 entropy:0.7991 +2026-01-07 12:16:55 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:759.60 total_reward_ma:751.97 loss:0.02297 fps:1408 +frame:9.55e+06 wall_t:6782 t:596875 epi:nan +opt_step:149216 lr:1.125e-05 clip_eps:0.1 entropy:0.8322 +2026-01-07 12:16:59 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:748.55 total_reward_ma:752.51 loss:0.09117 fps:1409 +frame:9.56e+06 wall_t:6787 t:597500 epi:nan +opt_step:149344 lr:1.105e-05 clip_eps:0.1 entropy:1.034 +2026-01-07 12:17:04 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:779.85 total_reward_ma:753.11 loss:0.06068 fps:1409 +frame:9.57e+06 wall_t:6792 t:598125 epi:nan +opt_step:149504 lr:1.079e-05 clip_eps:0.1 entropy:0.9001 +2026-01-07 12:17:09 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:767.80 total_reward_ma:753.41 loss:0.01697 fps:1410 +frame:9.58e+06 wall_t:6796 t:598750 epi:nan +opt_step:149664 lr:1.054e-05 clip_eps:0.1 entropy:0.9357 +2026-01-07 12:17:15 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:777.25 total_reward_ma:753.89 loss:0.02176 fps:1410 +frame:9.59e+06 wall_t:6802 t:599375 epi:nan +opt_step:149824 lr:1.028e-05 clip_eps:0.1 entropy:1.027 +2026-01-07 12:17:20 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:790.35 total_reward_ma:754.34 loss:0.07966 fps:1410 +frame:9.60e+06 wall_t:6807 t:600000 epi:nan +opt_step:149984 lr:1.003e-05 clip_eps:0.1 entropy:0.8625 +2026-01-07 12:17:26 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:779.80 total_reward_ma:754.74 loss:0.05617 fps:1411 +frame:9.61e+06 wall_t:6813 t:600625 epi:nan +opt_step:150144 lr:9.77e-06 clip_eps:0.1 entropy:0.8595 +2026-01-07 12:17:32 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:777.95 total_reward_ma:755.17 loss:0.04147 fps:1411 +frame:9.62e+06 wall_t:6820 t:601250 epi:nan +opt_step:150304 lr:9.514e-06 clip_eps:0.1 entropy:0.9784 +2026-01-07 12:17:39 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:761.45 total_reward_ma:755.41 loss:0.03166 fps:1411 +frame:9.63e+06 wall_t:6826 t:601875 epi:nan +opt_step:150464 lr:9.258e-06 clip_eps:0.1 entropy:0.916 +2026-01-07 12:17:45 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:743.15 total_reward_ma:755.44 loss:0.02583 fps:1411 +frame:9.64e+06 wall_t:6832 t:602500 epi:nan +opt_step:150624 lr:9.002e-06 clip_eps:0.1 entropy:0.969 +2026-01-07 12:17:51 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:740.90 total_reward_ma:755.17 loss:0.1129 fps:1411 +frame:9.65e+06 wall_t:6838 t:603125 epi:nan +opt_step:150752 lr:8.797e-06 clip_eps:0.1 entropy:0.857 +2026-01-07 12:17:56 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:747.35 total_reward_ma:754.89 loss:0.04281 fps:1412 +frame:9.66e+06 wall_t:6843 t:603750 epi:nan +opt_step:150912 lr:8.541e-06 clip_eps:0.1 entropy:0.8384 +2026-01-07 12:18:01 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:730.50 total_reward_ma:754.48 loss:0.05367 fps:1412 +frame:9.67e+06 wall_t:6849 t:604375 epi:nan +opt_step:151072 lr:8.285e-06 clip_eps:0.1 entropy:0.9248 +2026-01-07 12:18:07 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:741.15 total_reward_ma:754.32 loss:0.05144 fps:1412 +frame:9.68e+06 wall_t:6854 t:605000 epi:nan +opt_step:151232 lr:8.029e-06 clip_eps:0.1 entropy:0.8858 +2026-01-07 12:18:12 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:736.75 total_reward_ma:753.91 loss:0.02984 fps:1413 +frame:9.69e+06 wall_t:6859 t:605625 epi:nan +opt_step:151392 lr:7.773e-06 clip_eps:0.1 entropy:0.7862 +2026-01-07 12:18:18 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:733.90 total_reward_ma:753.64 loss:0.06815 fps:1413 +frame:9.70e+06 wall_t:6865 t:606250 epi:nan +opt_step:151552 lr:7.517e-06 clip_eps:0.1 entropy:0.9417 +2026-01-07 12:18:24 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:748.20 total_reward_ma:753.59 loss:0.06144 fps:1413 +frame:9.71e+06 wall_t:6871 t:606875 epi:nan +opt_step:151712 lr:7.261e-06 clip_eps:0.1 entropy:0.9673 +2026-01-07 12:18:30 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:758.20 total_reward_ma:753.42 loss:0.06243 fps:1413 +frame:9.72e+06 wall_t:6877 t:607500 epi:nan +opt_step:151872 lr:7.005e-06 clip_eps:0.1 entropy:0.7841 +2026-01-07 12:18:36 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:761.90 total_reward_ma:753.35 loss:0.0679 fps:1414 +frame:9.73e+06 wall_t:6883 t:608125 epi:nan +opt_step:152000 lr:6.8e-06 clip_eps:0.1 entropy:0.7153 +2026-01-07 12:18:43 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:770.85 total_reward_ma:753.39 loss:0.04497 fps:1414 +frame:9.74e+06 wall_t:6890 t:608750 epi:nan +opt_step:152160 lr:6.544e-06 clip_eps:0.1 entropy:0.7557 +2026-01-07 12:18:49 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:779.20 total_reward_ma:753.70 loss:0.05178 fps:1414 +frame:9.75e+06 wall_t:6896 t:609375 epi:nan +opt_step:152320 lr:6.288e-06 clip_eps:0.1 entropy:0.78 +2026-01-07 12:18:56 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:780.50 total_reward_ma:754.23 loss:0.04016 fps:1414 +frame:9.76e+06 wall_t:6903 t:610000 epi:nan +opt_step:152480 lr:6.032e-06 clip_eps:0.1 entropy:0.9183 +2026-01-07 12:19:01 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:771.00 total_reward_ma:754.53 loss:0.05084 fps:1414 +frame:9.77e+06 wall_t:6909 t:610625 epi:nan +opt_step:152640 lr:5.776e-06 clip_eps:0.1 entropy:0.7249 +2026-01-07 12:19:08 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:775.20 total_reward_ma:754.98 loss:0.04415 fps:1414 +frame:9.78e+06 wall_t:6915 t:611250 epi:nan +opt_step:152800 lr:5.52e-06 clip_eps:0.1 entropy:0.9338 +2026-01-07 12:19:14 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:765.60 total_reward_ma:755.38 loss:0.07107 fps:1415 +frame:9.79e+06 wall_t:6921 t:611875 epi:nan +opt_step:152960 lr:5.264e-06 clip_eps:0.1 entropy:0.9243 +2026-01-07 12:19:21 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:768.95 total_reward_ma:755.69 loss:0.04024 fps:1415 +frame:9.80e+06 wall_t:6928 t:612500 epi:nan +opt_step:153120 lr:5.008e-06 clip_eps:0.1 entropy:0.8466 +2026-01-07 12:19:27 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:765.20 total_reward_ma:756.16 loss:0.03337 fps:1415 +frame:9.81e+06 wall_t:6934 t:613125 epi:nan +opt_step:153280 lr:4.752e-06 clip_eps:0.1 entropy:0.8825 +2026-01-07 12:19:33 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:755.90 total_reward_ma:756.44 loss:0.02682 fps:1415 +frame:9.82e+06 wall_t:6940 t:613750 epi:nan +opt_step:153408 lr:4.547e-06 clip_eps:0.1 entropy:0.8068 +2026-01-07 12:19:39 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:779.80 total_reward_ma:757.08 loss:0.0553 fps:1415 +frame:9.83e+06 wall_t:6946 t:614375 epi:nan +opt_step:153568 lr:4.291e-06 clip_eps:0.1 entropy:0.8394 +2026-01-07 12:19:45 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:769.15 total_reward_ma:757.70 loss:0.05107 fps:1415 +frame:9.84e+06 wall_t:6952 t:615000 epi:nan +opt_step:153728 lr:4.035e-06 clip_eps:0.1 entropy:0.9145 +2026-01-07 12:19:51 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:755.40 total_reward_ma:758.09 loss:0.05048 fps:1416 +frame:9.85e+06 wall_t:6958 t:615625 epi:nan +opt_step:153888 lr:3.779e-06 clip_eps:0.1 entropy:0.8773 +2026-01-07 12:19:58 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:775.20 total_reward_ma:758.82 loss:0.06842 fps:1416 +frame:9.86e+06 wall_t:6965 t:616250 epi:nan +opt_step:154048 lr:3.523e-06 clip_eps:0.1 entropy:0.8782 +2026-01-07 12:20:05 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:765.40 total_reward_ma:759.55 loss:0.04036 fps:1416 +frame:9.87e+06 wall_t:6972 t:616875 epi:nan +opt_step:154208 lr:3.267e-06 clip_eps:0.1 entropy:0.7828 +2026-01-07 12:20:11 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:762.50 total_reward_ma:760.31 loss:0.02973 fps:1416 +frame:9.88e+06 wall_t:6978 t:617500 epi:nan +opt_step:154368 lr:3.011e-06 clip_eps:0.1 entropy:0.6214 +2026-01-07 12:20:17 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:774.30 total_reward_ma:761.07 loss:0.05601 fps:1416 +frame:9.89e+06 wall_t:6984 t:618125 epi:nan +opt_step:154528 lr:2.755e-06 clip_eps:0.1 entropy:0.8877 +2026-01-07 12:20:23 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:775.45 total_reward_ma:761.75 loss:0.03354 fps:1416 +frame:9.90e+06 wall_t:6990 t:618750 epi:nan +opt_step:154656 lr:2.55e-06 clip_eps:0.1 entropy:0.9221 +2026-01-07 12:20:29 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:783.90 total_reward_ma:762.55 loss:0.05919 fps:1417 +frame:9.91e+06 wall_t:6996 t:619375 epi:nan +opt_step:154816 lr:2.294e-06 clip_eps:0.1 entropy:0.7851 +2026-01-07 12:20:35 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:802.35 total_reward_ma:763.57 loss:0.03407 fps:1417 +frame:9.92e+06 wall_t:7003 t:620000 epi:nan +opt_step:154976 lr:2.038e-06 clip_eps:0.1 entropy:0.8359 +2026-01-07 12:20:42 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:794.80 total_reward_ma:764.36 loss:0.05832 fps:1417 +frame:9.93e+06 wall_t:7009 t:620625 epi:nan +opt_step:155136 lr:1.782e-06 clip_eps:0.1 entropy:0.7581 +2026-01-07 12:20:48 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:799.00 total_reward_ma:765.11 loss:0.07177 fps:1417 +frame:9.94e+06 wall_t:7015 t:621250 epi:nan +opt_step:155296 lr:1.526e-06 clip_eps:0.1 entropy:0.6048 +2026-01-07 12:20:52 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:792.15 total_reward_ma:765.83 loss:0.04097 fps:1417 +frame:9.95e+06 wall_t:7020 t:621875 epi:nan +opt_step:155456 lr:1.27e-06 clip_eps:0.1 entropy:0.8536 +2026-01-07 12:20:57 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:771.55 total_reward_ma:766.09 loss:0.03092 fps:1418 +frame:9.96e+06 wall_t:7024 t:622500 epi:nan +opt_step:155616 lr:1.014e-06 clip_eps:0.1 entropy:0.9186 +2026-01-07 12:21:02 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:786.50 total_reward_ma:766.61 loss:0.03327 fps:1418 +frame:9.97e+06 wall_t:7029 t:623125 epi:nan +opt_step:155776 lr:7.584e-07 clip_eps:0.1 entropy:0.8082 +2026-01-07 12:21:06 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:824.20 total_reward_ma:767.63 loss:0.06411 fps:1419 +frame:9.98e+06 wall_t:7033 t:623750 epi:nan +opt_step:155936 lr:5.024e-07 clip_eps:0.1 entropy:0.8281 +2026-01-07 12:21:10 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:807.55 total_reward_ma:768.53 loss:0.05486 fps:1420 +frame:9.99e+06 wall_t:7037 t:624375 epi:nan +opt_step:156064 lr:2.976e-07 clip_eps:0.1 entropy:0.8248 +2026-01-07 12:21:15 | INFO | PID:1619 | slm_lab.agent:log_summary | Trial 0 session 3 ppo_atari_spaceinvaders_t0_s3 [train] +total_reward:800.85 total_reward_ma:769.16 loss:0.0482 fps:1420 +frame:1.00e+07 wall_t:7042 t:625000 epi:nan +opt_step:156224 lr:4.16e-08 clip_eps:0.1 entropy:0.7845 +2026-01-07 12:21:15 | INFO | PID:1619 | slm_lab.lib.logger:info | Session 3 done diff --git 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